{"id":343,"date":"2025-05-12T21:19:02","date_gmt":"2025-05-13T05:19:02","guid":{"rendered":"https:\/\/attrisight.com\/?p=343"},"modified":"2025-05-12T21:19:02","modified_gmt":"2025-05-13T05:19:02","slug":"%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84","status":"publish","type":"post","link":"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/","title":{"rendered":"\u9690\u79c1\u4f18\u5148\u7684\u8425\u9500\u5f52\u56e0\uff1a\u517c\u987e\u6d1e\u5bdf\u529b\u4e0e\u5408\u89c4\u6027"},"content":{"rendered":"\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u52a0\u5f3a\u548c\u6d88\u8d39\u8005\u671f\u671b\u7684\u4e0d\u65ad\u53d8\u5316\uff0c\u8425\u9500\u4eba\u5458\u9762\u4e34\u7740\u8d8a\u6765\u8d8a\u5927\u7684\u6311\u6218\uff0c\u5373\u5982\u4f55\u5728\u8861\u91cf\u8425\u9500\u6d3b\u52a8\u6548\u679c\u7684\u540c\u65f6\u5c0a\u91cd\u7528\u6237\u9690\u79c1\u3002\u672c\u7efc\u5408\u6307\u5357\u63a2\u8ba8\u4e86\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u5982\u4f55\u5728\u5f3a\u5927\u7684\u8425\u9500\u6d4b\u91cf\u4e0e\u9053\u5fb7\u6570\u636e\u5b9e\u8df5\u548c\u6cd5\u89c4\u9075\u4ece\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u4ece\u57fa\u4e8e\u540c\u610f\u7684\u6846\u67b6\u548c\u6570\u636e\u6700\u5c0f\u5316\u5230\u805a\u5408\u6d4b\u91cf\u548c\u9ad8\u7ea7\u5efa\u6a21\u6280\u672f\uff0c\u4e86\u89e3\u5b9e\u65bd\u9690\u79c1\u4fdd\u62a4\u5f52\u56e0\u7684\u5b9e\u7528\u65b9\u6cd5\u3002\u901a\u8fc7\u6218\u7565\u6846\u67b6\u3001\u6280\u672f\u5efa\u8bae\u548c\u5b9e\u9645\u6848\u4f8b\uff0c\u8425\u9500\u9886\u5bfc\u8005\u5c06\u53d1\u73b0\u5982\u4f55\u5728\u4e0e\u5ba2\u6237\u5efa\u7acb\u4fe1\u4efb\u548c\u9a7e\u9a6d\u65e5\u76ca\u6ce8\u91cd\u9690\u79c1\u7684\u6570\u5b57\u73af\u5883\u7684\u540c\u65f6\uff0c\u4fdd\u6301\u57fa\u672c\u7684\u5f52\u56e0\u80fd\u529b\u3002\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u5207\u6362\u76ee\u5f55\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u5207\u6362<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Introduction\" >\u5bfc\u8a00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#The_Privacy_and_Attribution_Landscape\" >\u9690\u79c1\u548c\u5f52\u5c5e\u60c5\u51b5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#The_Evolution_of_Privacy_Concerns\" >\u9690\u79c1\u95ee\u9898\u7684\u6f14\u53d8<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Key_Regulatory_Developments\" >\u4e3b\u8981\u76d1\u7ba1\u52a8\u6001<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Platform_Privacy_Initiatives\" >\u5e73\u53f0\u9690\u79c1\u5021\u8bae<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Consumer_Attitude_Shifts\" >\u6d88\u8d39\u8005\u6001\u5ea6\u7684\u8f6c\u53d8<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#The_Traditional_Attribution-Privacy_Conflict\" >\u4f20\u7edf\u5f52\u56e0\u4e0e\u9690\u79c1\u7684\u51b2\u7a81<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Core_Conflicts\" >\u6838\u5fc3\u51b2\u7a81<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Traditional_Attribution_Approaches\" >\u4f20\u7edf\u5f52\u56e0\u65b9\u6cd5<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Privacy-First_Attribution_Principles\" >\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\u539f\u5219<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Privacy_by_Design_in_Attribution\" >\u7f72\u540d\u4e2d\u7684\u9690\u79c1\u8bbe\u8ba1<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Fundamental_Approaches\" >\u57fa\u672c\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Implementation_in_Attribution_Systems\" >\u5728\u5f52\u56e0\u7cfb\u7edf\u4e2d\u5b9e\u65bd<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Ethical_Data_Use_Framework\" >\u5408\u4e4e\u9053\u5fb7\u7684\u6570\u636e\u4f7f\u7528\u6846\u67b6<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Core_Ethical_Principles\" >\u6838\u5fc3\u9053\u5fb7\u539f\u5219<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Ethical_Decision_Framework\" >\u4f26\u7406\u51b3\u7b56\u6846\u67b6<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Practical_Privacy-First_Attribution_Approaches\" >\u9690\u79c1\u4f18\u5148\u7684\u5b9e\u7528\u5f52\u5c5e\u65b9\u6cd5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Consent-Based_Attribution_Models\" >\u57fa\u4e8e\u540c\u610f\u7684\u5f52\u56e0\u6a21\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Tiered_Attribution_Framework\" >\u5206\u5c42\u5f52\u56e0\u6846\u67b6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Consent-Collection_Optimization\" >\u4f18\u5316\u540c\u610f\u6536\u96c6<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#First-Party_Data_Attribution\" >\u7b2c\u4e00\u65b9\u6570\u636e\u5f52\u5c5e<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#First-Party_Attribution_Strategies\" >\u7b2c\u4e00\u65b9\u5f52\u56e0\u7b56\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Privacy-Enhanced_First-Party_Approaches\" >\u9690\u79c1\u589e\u5f3a\u578b\u7b2c\u4e00\u65b9\u65b9\u6cd5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Aggregated_and_Modeled_Attribution\" >\u7efc\u5408\u5f52\u56e0\u548c\u6a21\u578b\u5f52\u56e0<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Aggregated_Measurement_Techniques\" >\u7efc\u5408\u6d4b\u91cf\u6280\u672f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Modeling_and_AI_Approaches\" >\u5efa\u6a21\u548c\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Combined_Measurement_Approaches\" >\u7efc\u5408\u6d4b\u91cf\u65b9\u6cd5<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Unified_Measurement_Framework\" >\u7edf\u4e00\u8861\u91cf\u6846\u67b6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Implementation_Framework\" >\u5b9e\u65bd\u6846\u67b6<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Implementation_Building_Privacy-First_Attribution\" >\u5b9e\u65bd\uff1a\u5efa\u7acb\u9690\u79c1\u4f18\u5148\u7684\u5f52\u5c5e<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Technical_Implementation_Approaches\" >\u6280\u672f\u5b9e\u65bd\u65b9\u6cd5<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Data_Collection_Architecture\" >\u6570\u636e\u6536\u96c6\u67b6\u6784<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Data_Management_Implementation\" >\u6570\u636e\u7ba1\u7406\u7684\u5b9e\u65bd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Privacy-Enhanced_Technologies\" >\u9690\u79c1\u589e\u5f3a\u6280\u672f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Organizational_Implementation\" >\u7ec4\u7ec7\u5b9e\u65bd<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Privacy_Governance_for_Attribution\" >\u5f52\u5c5e\u9690\u79c1\u7ba1\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Training_and_Culture_Development\" >\u57f9\u8bad\u4e0e\u6587\u5316\u53d1\u5c55<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Change_Management_for_Attribution\" >\u5f52\u56e0\u53d8\u9769\u7ba1\u7406<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Case_Studies_Privacy-First_Attribution_Success_Stories\" >\u6848\u4f8b\u7814\u7a76\uff1a\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u7684\u6210\u529f\u6848\u4f8b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Retail_Brand_Transforms_Measurement_Approach\" >\u96f6\u552e\u54c1\u724c\u8f6c\u53d8\u8861\u91cf\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#B2B_Technology_Company_Implements_Consent-Based_Attribution\" >B2B \u6280\u672f\u516c\u53f8\u5b9e\u65bd\u57fa\u4e8e\u540c\u610f\u7684\u5f52\u56e0\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Consumer_Brand_Implements_Privacy-Enhanced_Analytics\" >\u6d88\u8d39\u54c1\u724c\u5b9e\u65bd\u9690\u79c1\u589e\u5f3a\u5206\u6790\u6cd5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Expert_Perspectives_The_Future_of_Privacy-First_Attribution\" >\u4e13\u5bb6\u89c6\u89d2\uff1a\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u7684\u672a\u6765<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Privacy_as_Competitive_Advantage\" >\u9690\u79c1\u662f\u7ade\u4e89\u4f18\u52bf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Balanced_Measurement_Portfolios\" >\u5e73\u8861\u6d4b\u91cf\u7ec4\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#From_Tracking_to_Understanding\" >\u4ece\u8ddf\u8e2a\u5230\u4e86\u89e3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Privacy-Marketing_Partnership\" >\u9690\u79c1\u4e0e\u8425\u9500\u5408\u4f5c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#FAQs\" >\u5e38\u89c1\u95ee\u9898<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Will_privacy-first_attribution_reduce_my_measurement_accuracy\" >\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u4f1a\u964d\u4f4e\u6211\u7684\u6d4b\u91cf\u51c6\u786e\u6027\u5417\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#How_can_I_balance_regulatory_compliance_with_effective_attribution\" >\u5982\u4f55\u5728\u9075\u5b88\u6cd5\u89c4\u548c\u6709\u6548\u5f52\u56e0\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#What_types_of_data_can_I_still_use_for_attribution_in_a_privacy-first_world\" >\u5728 \"\u9690\u79c1\u7b2c\u4e00 \"\u7684\u65f6\u4ee3\uff0c\u54ea\u4e9b\u7c7b\u578b\u7684\u6570\u636e\u4ecd\u53ef\u7528\u4e8e\u5f52\u56e0\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#How_do_consent_mechanisms_affect_attribution_capabilities\" >\u540c\u610f\u673a\u5236\u5982\u4f55\u5f71\u54cd\u5f52\u56e0\u80fd\u529b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#What_technologies_best_support_privacy-first_attribution\" >\u54ea\u4e9b\u6280\u672f\u6700\u80fd\u652f\u6301\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#How_will_attribution_evolve_as_privacy_regulations_continue_to_expand\" >\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u4e0d\u65ad\u6269\u5c55\uff0c\u5f52\u5c5e\u95ee\u9898\u5c06\u5982\u4f55\u53d1\u5c55\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#How_can_I_transition_my_current_attribution_approaches_to_privacy-first_models\" >\u5982\u4f55\u5c06\u5f53\u524d\u7684\u5f52\u56e0\u65b9\u6cd5\u8fc7\u6e21\u5230\u9690\u79c1\u4f18\u5148\u6a21\u5f0f\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-56\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#How_can_smaller_organizations_implement_privacy-first_attribution_with_limited_resources\" >\u89c4\u6a21\u8f83\u5c0f\u7684\u7ec4\u7ec7\u5982\u4f55\u5728\u8d44\u6e90\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-57\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#How_do_walled_gardens_affect_privacy-first_attribution\" >\u56f4\u5899\u82b1\u56ed\u5982\u4f55\u5f71\u54cd\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-58\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#How_will_AI_and_machine_learning_shape_privacy-first_attribution\" >\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u5c06\u5982\u4f55\u5851\u9020\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff1f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-59\" href=\"https:\/\/attrisight.com\/zh\/%e9%9a%90%e7%a7%81%e7%ac%ac%e4%b8%80-%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0-%e5%b9%b3%e8%a1%a1%e6%b4%9e%e5%af%9f-%e5%90%88%e8%a7%84\/#Conclusion\" >\u7ed3\u8bba<\/a><\/li><\/ul><\/nav><\/div>\n<h2 id=\"introduction\" tabindex=\"-1\" data-source-line=\"7-7\"><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>\u5bfc\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u8425\u9500\u5f52\u56e0\u5df2\u5230\u8fbe\u4e00\u4e2a\u8f6c\u6298\u70b9\u3002\u591a\u5e74\u6765\uff0c\u8be5\u884c\u4e1a\u4e00\u76f4\u4f9d\u8d56\u65e5\u76ca\u4fb5\u5165\u6027\u7684\u8ffd\u8e2a\u65b9\u6cd5\u2014\u2014\u7b2c\u4e09\u65b9 Cookie\u3001\u8de8\u7ad9\u8ffd\u8e2a\u3001\u8bbe\u5907\u6307\u7eb9\u8bc6\u522b\u548c\u5168\u9762\u7684\u7528\u6237\u753b\u50cf\u2014\u2014\u5c06\u8425\u9500\u89e6\u70b9\u4e0e\u8f6c\u5316\u8054\u7cfb\u8d77\u6765\u3002\u8fd9\u4e9b\u65b9\u6cd5\u867d\u7136\u80fd\u591f\u6709\u6548\u8861\u91cf\u6570\u636e\uff0c\u4f46\u4e5f\u5f15\u53d1\u4e86\u4e25\u91cd\u7684\u9690\u79c1\u95ee\u9898\u3002\u201c\u4f20\u7edf\u7684\u5f52\u56e0\u7b56\u7565\u6b63\u5728\u53d8\u5f97\u96be\u4ee5\u4e3a\u7ee7\uff0c\u201d\u4e00\u5bb6\u5168\u7403\u4ee3\u7406\u673a\u6784\u7684\u9996\u5e2d\u9690\u79c1\u5b98 Jennifer Davis \u89e3\u91ca\u9053\u3002\u201cGDPR\u3001CCPA \u7b49\u9690\u79c1\u6cd5\u89c4\u53ca\u5176\u5168\u7403\u540c\u884c\uff0c\u52a0\u4e0a Apple\u3001Google \u548c Mozilla \u7684\u5e73\u53f0\u53d8\u9769\uff0c\u6b63\u5728\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u8425\u9500\u8861\u91cf\u4e2d\u7684\u53ef\u80fd\u6027\u548c\u8d1f\u8d23\u4efb\u7684\u505a\u6cd5\u3002\u201d \u7edf\u8ba1\u6570\u636e\u5c55\u73b0\u4e86\u4e00\u4e2a\u5f15\u4eba\u5165\u80dc\u7684\u6545\u4e8b\u3002\u76ae\u5c24\u7814\u7a76\u4e2d\u5fc3\u7684\u6570\u636e\u663e\u793a\uff0c791\/3T \u7684\u7f8e\u56fd\u4eba\u5bf9\u516c\u53f8\u5982\u4f55\u4f7f\u7528\u4ed6\u4eec\u7684\u6570\u636e\u611f\u5230\u62c5\u5fe7\uff0c\u800c 811\/3T \u7684\u7f8e\u56fd\u4eba\u8ba4\u4e3a\u4ed6\u4eec\u5bf9\u6570\u636e\u6536\u96c6\u51e0\u4e4e\u6ca1\u6709\u63a7\u5236\u6743\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u76d1\u7ba1\u5904\u7f5a\u4e5f\u5728\u4e0d\u65ad\u589e\u52a0\uff0c\u81ea GDPR \u5b9e\u65bd\u4ee5\u6765\uff0c\u7f5a\u6b3e\u5df2\u8d85\u8fc7 16 \u4ebf\u6b27\u5143\u3002\u5404\u5927\u5e73\u53f0\u6b63\u5728\u505a\u51fa\u91cd\u5927\u6539\u53d8\u4ee5\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\u2014\u2014\u82f9\u679c\u7684\u5e94\u7528\u8ffd\u8e2a\u900f\u660e\u5ea6\u5df2\u5c06\u9009\u62e9\u52a0\u5165\u7387\u964d\u4f4e\u81f325-40%\uff0cSafari\u9ed8\u8ba4\u963b\u6b62\u5927\u591a\u6570\u7b2c\u4e09\u65b9Cookie\uff0c\u8c37\u6b4c\u8ba1\u5212\u52302025\u5e74\u4eceChrome\u6d4f\u89c8\u5668\u4e2d\u79fb\u9664Cookie\u3002\u201c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6280\u672f\u6216\u5408\u89c4\u6311\u6218\uff0c\u800c\u662f\u4e00\u9879\u6218\u7565\u8981\u52a1\uff0c\u201d\u4e00\u5bb6\u9886\u5148\u79d1\u6280\u516c\u53f8\u7684\u6570\u636e\u4f26\u7406\u603b\u76d1Michael Chen\u6307\u51fa\u3002\u201c\u5f00\u53d1\u5c0a\u91cd\u9690\u79c1\u5f52\u56e0\u7684\u7ec4\u7ec7\u4e0d\u4ec5\u53ef\u4ee5\u907f\u514d\u76d1\u7ba1\u98ce\u9669\uff0c\u8fd8\u80fd\u901a\u8fc7\u66f4\u9ad8\u7684\u6d88\u8d39\u8005\u4fe1\u4efb\u5ea6\u548c\u66f4\u53ef\u6301\u7eed\u7684\u8861\u91cf\u5b9e\u8df5\u83b7\u5f97\u7ade\u4e89\u4f18\u52bf\u3002\u201d\u597d\u6d88\u606f\u662f\u4ec0\u4e48\uff1f\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u5e76\u975e\u610f\u5473\u7740\u653e\u5f03\u6709\u610f\u4e49\u7684\u8861\u91cf\uff0c\u800c\u662f\u5728\u5c0a\u91cd\u9690\u79c1\u7684\u540c\u65f6\uff0c\u4e0d\u65ad\u6539\u8fdb\u65b9\u6cd5\uff0c\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u8425\u9500\u6d1e\u5bdf\u3002\u6b63\u5982Gartner\u7814\u7a76\u5f3a\u8c03\u7684\u90a3\u6837\uff0c\u5b9e\u65bd\u4ee5\u9690\u79c1\u4e3a\u4e2d\u5fc3\u7684\u8861\u91cf\u65b9\u6cd5\u7684\u7ec4\u7ec7\uff0c\u5176\u5f52\u56e0\u51c6\u786e\u7387\u4ec5\u4e0b\u964d\u4e8610-20%\uff0c\u540c\u65f6\u663e\u8457\u964d\u4f4e\u4e86\u5408\u89c4\u98ce\u9669\u5e76\u5efa\u7acb\u4e86\u6d88\u8d39\u8005\u4fe1\u4efb\u3002\u672c\u6587\u63a2\u8ba8\u4e86\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u7684\u5b9e\u7528\u65b9\u6cd5\uff0c\u4ee5\u5728\u7a33\u5065\u7684\u8425\u9500\u8861\u91cf\u4e0e\u5408\u4e4e\u9053\u5fb7\u7684\u6570\u636e\u5b9e\u8df5\u548c\u6cd5\u89c4\u5408\u89c4\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u60a8\u5c06\u4e86\u89e3\u57fa\u4e8e\u540c\u610f\u7684\u5f52\u56e0\u6846\u67b6\u3001\u9690\u79c1\u4fdd\u62a4\u6d4b\u91cf\u6280\u672f\uff0c\u4ee5\u53ca\u5728\u65e5\u76ca\u6ce8\u91cd\u9690\u79c1\u7684\u4e16\u754c\u4e2d\u7ef4\u62a4\u5f52\u56e0\u80fd\u529b\u7684\u7b56\u7565\u3002\u5bf9\u4e8e\u5e0c\u671b\u5728\u4f18\u5148\u8003\u8651\u9690\u79c1\u7684\u540c\u65f6\u589e\u5f3a\u5f52\u56e0\u80fd\u529b\u7684\u7ec4\u7ec7\u800c\u8a00\uff0c\u00a0<a href=\"https:\/\/attrisight.com\/zh\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u89c6\u529b<\/a>\u00a0\u63d0\u4f9b\u4e13\u4e3a\u5408\u89c4\u3001\u5c0a\u91cd\u9690\u79c1\u7684\u6d4b\u91cf\u800c\u8bbe\u8ba1\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u5e94\u5bf9\u300a\u5168\u7403\u6d4b\u91cf\u62a5\u544a\u300b\u4e2d\u8ba8\u8bba\u7684\u6311\u6218\u3002\u00a0<a href=\"https:\/\/attrisight.com\/zh\/%e5%90%8e-cookie-%e6%97%b6%e4%bb%a3%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%96%b0%e7%ad%96%e7%95%a5-2025\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u540e \"Cookie \"\u65f6\u4ee3\u7684\u8425\u9500\u5f52\u56e0\uff1a2025 \u5e74\u7684\u65b0\u6218\u7565<\/a>.\n<h2 id=\"the-privacy-and-attribution-landscape\" tabindex=\"-1\" data-source-line=\"23-23\"><span class=\"ez-toc-section\" id=\"The_Privacy_and_Attribution_Landscape\"><\/span>\u9690\u79c1\u548c\u5f52\u5c5e\u60c5\u51b5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u63a2\u8ba8\u5177\u4f53\u7684\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u65b9\u6cd5\u4e4b\u524d\uff0c\u6709\u5fc5\u8981\u4e86\u89e3\u5f53\u524d\u7684\u5f62\u52bf\u4ee5\u53ca\u6211\u4eec\u662f\u5982\u4f55\u8d70\u5230\u8fd9\u4e00\u6b65\u7684\u3002\n<h3 id=\"the-evolution-of-privacy-concerns\" tabindex=\"-1\" data-source-line=\"27-27\"><span class=\"ez-toc-section\" id=\"The_Evolution_of_Privacy_Concerns\"><\/span>\u9690\u79c1\u95ee\u9898\u7684\u6f14\u53d8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5728\u63d0\u9ad8\u5f52\u56e0\u80fd\u529b\u7684\u540c\u65f6\uff0c\u5bf9\u9690\u79c1\u7684\u5173\u6ce8\u4e5f\u4e0e\u65e5\u4ff1\u589e\uff1a\n<h4 id=\"key-regulatory-developments\" tabindex=\"-1\" data-source-line=\"31-31\"><span class=\"ez-toc-section\" id=\"Key_Regulatory_Developments\"><\/span>\u4e3b\u8981\u76d1\u7ba1\u52a8\u6001<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u51e0\u9879\u91cd\u5927\u6cd5\u89c4\u6539\u53d8\u4e86\u9690\u79c1\u4fdd\u62a4\u7684\u683c\u5c40\uff1a\n<ol data-source-line=\"35-49\">\n<li data-source-line=\"35-39\">\n<strong>\u4e00\u822c\u6570\u636e\u4fdd\u62a4\u6761\u4f8b<\/strong>\n<ul data-source-line=\"36-39\">\n<li data-source-line=\"36-36\">\u5b9e\u65bd\uff1a2018 \u5e74 5 \u6708\u5728\u6b27\u76df\u5b9e\u65bd<\/li>\n<li data-source-line=\"37-37\">\u5173\u952e\u6761\u6b3e\uff1a\u660e\u786e\u7684\u540c\u610f\u8981\u6c42\u3001\u6570\u636e\u6700\u5c0f\u5316\u3001\u76ee\u7684\u9650\u5236<\/li>\n<li data-source-line=\"38-39\">\u5f52\u5c5e\u5f71\u54cd\uff1a\u9650\u5236\u672a\u7ecf\u660e\u786e\u540c\u610f\u7684\u8ddf\u8e2a\uff0c\u9650\u5236\u6570\u636e\u4fdd\u7559<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"40-44\">\n<strong>CCPA\/CPRA\uff08\u300a\u52a0\u5dde\u6d88\u8d39\u8005\u9690\u79c1\u6cd5\u300b\/\u300a\u52a0\u5dde\u9690\u79c1\u6743\u6cd5\uff09<\/strong>\n<ul data-source-line=\"41-44\">\n<li data-source-line=\"41-41\">\u5b9e\u65bd\uff1a2020 \u5e74 1 \u6708\uff08CCPA\uff09\/2023 \u5e74 1 \u6708\uff08CPRA\uff09<\/li>\n<li data-source-line=\"42-42\">\u5173\u952e\u6761\u6b3e\uff1a\u9009\u62e9\u9000\u51fa\u6743\u3001\u76ee\u7684\u9650\u5236\u3001\u654f\u611f\u6570\u636e\u7684\u4fdd\u62a4<\/li>\n<li data-source-line=\"43-44\">\u5f52\u5c5e\u5f71\u54cd\uff1a\u8981\u6c42\u660e\u786e\u62ab\u9732\u6570\u636e\u5b9e\u8df5\uff0c\u5efa\u7acb\u9000\u51fa\u673a\u5236<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"45-49\">\n<strong>\u5168\u7403\u9690\u79c1\u62d3\u5c55<\/strong>\n<ul data-source-line=\"46-49\">\n<li data-source-line=\"46-46\">\u8457\u540d\u6cd5\u89c4\uff1aLGPD\uff08\u5df4\u897f\uff09\u3001PIPL\uff08\u4e2d\u56fd\uff09\u3001POPI\uff08\u5357\u975e\uff09<\/li>\n<li data-source-line=\"47-47\">\u5171\u540c\u8981\u7d20\uff1a\u540c\u610f\u8981\u6c42\u3001\u76ee\u7684\u9650\u5236\u3001\u900f\u660e\u5ea6\u89c4\u5b9a<\/li>\n<li data-source-line=\"48-49\">\u5f52\u5c5e\u5f71\u54cd\uff1a\u4ea7\u751f\u590d\u6742\u7684\u5168\u7403\u5408\u89c4\u8981\u6c42<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"platform-privacy-initiatives\" tabindex=\"-1\" data-source-line=\"50-50\"><span class=\"ez-toc-section\" id=\"Platform_Privacy_Initiatives\"><\/span>\u5e73\u53f0\u9690\u79c1\u5021\u8bae<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u4e3b\u8981\u6280\u672f\u5e73\u53f0\u5df2\u5b9e\u65bd\u4e86\u91cd\u5927\u9690\u79c1\u53d8\u66f4\uff1a\n<ol data-source-line=\"54-71\">\n<li data-source-line=\"54-59\">\n<strong>\u82f9\u679c\u9690\u79c1\u6846\u67b6<\/strong>\n<ul data-source-line=\"55-59\">\n<li data-source-line=\"55-55\">\u5e94\u7528\u7a0b\u5e8f\u8ddf\u8e2a\u900f\u660e\u5ea6 (ATT)\uff1a\u660e\u786e\u9009\u62e9\u5e94\u7528\u8ddf\u8e2a<\/li>\n<li data-source-line=\"56-56\">\u667a\u80fd\u8ddf\u8e2a\u9632\u62a4 (ITP)\uff1a\u963b\u6b62\u7b2c\u4e09\u65b9 cookie \u5e76\u9650\u5236\u7b2c\u4e00\u65b9 cookie<\/li>\n<li data-source-line=\"57-57\">\u79c1\u4eba\u4e2d\u7ee7\u9690\u85cf IP \u5730\u5740\u548c\u6d4f\u89c8\u6570\u636e<\/li>\n<li data-source-line=\"58-59\">\u5f52\u56e0\u5f71\u54cd\uff1a\u5927\u5e45\u964d\u4f4e\u8de8\u5e94\u7528\u7a0b\u5e8f\u548c\u8de8\u7f51\u7ad9\u8ddf\u8e2a\u80fd\u529b<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"60-65\">\n<strong>\u8c37\u6b4c\u7684\u9690\u79c1\u4fdd\u62a4\u63aa\u65bd<\/strong>\n<ul data-source-line=\"61-65\">\n<li data-source-line=\"61-61\">\u6dd8\u6c70\u7b2c\u4e09\u65b9 cookie\uff08\u8ba1\u5212\u4e8e 2025 \u5e74\u6dd8\u6c70\uff09<\/li>\n<li data-source-line=\"62-62\">\u66ff\u4ee3\u8861\u91cf\u65b9\u6cd5\u7684\u9690\u79c1\u6c99\u76d2<\/li>\n<li data-source-line=\"63-63\">\u589e\u5f3a\u5bf9\u6574\u4e2a Google \u5c5e\u6027\u7684\u7528\u6237\u63a7\u5236<\/li>\n<li data-source-line=\"64-65\">\u5f52\u56e0\u5f71\u54cd\uff1a\u6d88\u9664\u4f20\u7edf\u7684\u8de8\u7ad9\u8ddf\u8e2a\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"66-71\">\n<strong>\u6d4f\u89c8\u5668\u9690\u79c1\u7684\u6f14\u53d8<\/strong>\n<ul data-source-line=\"67-71\">\n<li data-source-line=\"67-67\">\u706b\u72d0\u6d4f\u89c8\u5668\u589e\u5f3a\u8ddf\u8e2a\u4fdd\u62a4\u529f\u80fd\u9ed8\u8ba4\u963b\u6b62\u7b2c\u4e09\u65b9 cookie<\/li>\n<li data-source-line=\"68-68\">Safari\u667a\u80fd\u8ddf\u8e2a\u9632\u62a4\u9650\u5236 cookie \u7684\u5bff\u547d<\/li>\n<li data-source-line=\"69-69\">\u4f18\u52bf\uff1a\u8ddf\u8e2a\u9884\u9632\u529f\u80fd\u9650\u5236\u8de8\u7ad9\u8ddf\u8e2a<\/li>\n<li data-source-line=\"70-71\">\u5f52\u56e0\u5f71\u54cd\uff1a\u5404\u6d4f\u89c8\u5668\u7684\u8ddf\u8e2a\u529f\u80fd\u5206\u6563<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"consumer-attitude-shifts\" tabindex=\"-1\" data-source-line=\"72-72\"><span class=\"ez-toc-section\" id=\"Consumer_Attitude_Shifts\"><\/span>\u6d88\u8d39\u8005\u6001\u5ea6\u7684\u8f6c\u53d8<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u7528\u6237\u5bf9\u9690\u79c1\u7684\u671f\u671b\u4e5f\u5728\u4e0d\u65ad\u53d8\u5316\uff1a\n<ol data-source-line=\"76-87\">\n<li data-source-line=\"76-81\">\n<strong>\u9690\u79c1\u610f\u8bc6\u4e0d\u65ad\u589e\u5f3a<\/strong>\n<ul data-source-line=\"77-81\">\n<li data-source-line=\"77-77\">84% \u7684\u6d88\u8d39\u8005\u5173\u6ce8\u9690\u79c1\uff08\u601d\u79d1\u6d88\u8d39\u8005\u9690\u79c1\u8c03\u67e5\uff09<\/li>\n<li data-source-line=\"78-78\">48% \u56e0\u6570\u636e\u653f\u7b56\u800c\u66f4\u6362\u8fc7\u516c\u53f8\u6216\u4f9b\u5e94\u5546<\/li>\n<li data-source-line=\"79-79\">40% \u4e0d\u76f8\u4fe1\u516c\u53f8\u4f1a\u4ee5\u5408\u4e4e\u9053\u5fb7\u7684\u65b9\u5f0f\u4f7f\u7528\u4ed6\u4eec\u7684\u6570\u636e<\/li>\n<li data-source-line=\"80-81\">\u5f52\u56e0\u5f71\u54cd\uff1a\u7528\u6237\u8d8a\u6765\u8d8a\u62d2\u7edd\u4fb5\u5165\u5f0f\u8ddf\u8e2a<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"82-87\">\n<strong>\u540c\u610f\u75b2\u52b3\u75c7<\/strong>\n<ul data-source-line=\"83-87\">\n<li data-source-line=\"83-83\">\u5404\u884c\u4e1a\u5e73\u5747\u8ddf\u8e2a\u9009\u62e9\u52a0\u5165\u7387\uff1a10-30%<\/li>\n<li data-source-line=\"84-84\">Cookie \u6a2a\u5e45\u4e92\u52a8\u7387\u968f\u65f6\u95f4\u63a8\u79fb\u4e0d\u65ad\u4e0b\u964d<\/li>\n<li data-source-line=\"85-85\">\u5e7f\u544a\u62e6\u622a\u5668\u548c\u9690\u79c1\u5de5\u5177\u7684\u4f7f\u7528\u65e5\u76ca\u589e\u591a<\/li>\n<li data-source-line=\"86-87\">\u5f52\u56e0\u5f71\u54cd\uff1a\u6570\u636e\u6536\u96c6\u673a\u4f1a\u51cf\u5c11<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 id=\"the-traditional-attribution-privacy-conflict\" tabindex=\"-1\" data-source-line=\"88-88\"><span class=\"ez-toc-section\" id=\"The_Traditional_Attribution-Privacy_Conflict\"><\/span>\u4f20\u7edf\u5f52\u56e0\u4e0e\u9690\u79c1\u7684\u51b2\u7a81<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4f20\u7edf\u5f52\u5c5e\u539f\u5219\u548c\u9690\u79c1\u539f\u5219\u4e4b\u95f4\u5b58\u5728\u4e00\u4e9b\u6839\u672c\u6027\u7684\u77db\u76fe\uff1a\n<h4 id=\"core-conflicts\" tabindex=\"-1\" data-source-line=\"92-92\"><span class=\"ez-toc-section\" id=\"Core_Conflicts\"><\/span>\u6838\u5fc3\u51b2\u7a81<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<table data-source-line=\"103-109\">\n<thead data-source-line=\"103-103\">\n<tr data-source-line=\"103-103\">\n<th>\u5f52\u5c5e\u9700\u6c42<\/th>\n<th>\u9690\u79c1\u539f\u5219<\/th>\n<th>\u7531\u6b64\u4ea7\u751f\u7684\u7d27\u5f20\u5173\u7cfb<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"105-109\">\n<tr data-source-line=\"105-105\">\n<td>\u8de8\u7ad9\u8ddf\u8e2a<\/td>\n<td>\u76ee\u7684\u9650\u5236<\/td>\n<td>\u5f52\u56e0\u53ef\u8de8\u60c5\u5883\u8ffd\u8e2a\uff0c\u800c\u9690\u79c1\u5219\u8981\u6c42\u60c5\u5883\u754c\u9650<\/td>\n<\/tr>\n<tr data-source-line=\"106-106\">\n<td>\u6301\u7eed\u8bc6\u522b<\/td>\n<td>\u6570\u636e\u6700\u5c0f\u5316<\/td>\n<td>\u5f52\u56e0\u9700\u8981\u5168\u9762\u7684\u6982\u51b5\uff0c\u800c\u9690\u79c1\u5219\u9700\u8981\u6700\u5c11\u7684\u6570\u636e<\/td>\n<\/tr>\n<tr data-source-line=\"107-107\">\n<td>\u5ef6\u957f\u6570\u636e\u4fdd\u7559\u65f6\u95f4<\/td>\n<td>\u5b58\u50a8\u9650\u5236<\/td>\n<td>\u5f52\u56e0\u9700\u8981\u5386\u53f2\u6570\u636e\uff0c\u800c\u9690\u79c1\u8981\u6c42\u53ca\u65f6\u5220\u9664<\/td>\n<\/tr>\n<tr data-source-line=\"108-108\">\n<td>\u5168\u9762\u7684\u65c5\u7a0b\u8ddf\u8e2a<\/td>\n<td>\u900f\u660e\u5ea6\u548c\u540c\u610f<\/td>\n<td>\u5728\u5b8c\u5168\u53ef\u89c1\u7684\u60c5\u51b5\u4e0b\uff0c\u7f72\u540d\u6548\u679c\u6700\u4f73\uff0c\u800c\u9690\u79c1\u5219\u9700\u8981\u660e\u786e\u8bb8\u53ef<\/td>\n<\/tr>\n<tr data-source-line=\"109-109\">\n<td>\u4e2a\u4eba\u5c42\u9762\u7684\u6d4b\u91cf<\/td>\n<td>\u8d44\u6599\u5f53\u4e8b\u4eba\u7684\u6743\u5229<\/td>\n<td>\u5f52\u56e0\u53ef\u8ffd\u8e2a\u4e2a\u4eba\u884c\u4e3a\uff0c\u800c\u9690\u79c1\u5219\u4f7f\u7528\u6237\u80fd\u591f\u63a7\u5236\u81ea\u5df1\u7684\u6570\u636e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"traditional-attribution-approaches\" tabindex=\"-1\" data-source-line=\"111-111\"><span class=\"ez-toc-section\" id=\"Traditional_Attribution_Approaches\"><\/span>\u4f20\u7edf\u5f52\u56e0\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u4f20\u7edf\u7684\u5f52\u5c5e\u65b9\u6cd5\u5f80\u5f80\u4e0e\u9690\u79c1\u539f\u5219\u76f8\u51b2\u7a81\uff1a\n<ol data-source-line=\"115-134\">\n<li data-source-line=\"115-119\">\n<strong>\u57fa\u4e8e Cookie \u7684\u8ddf\u8e2a<\/strong>\n<ul data-source-line=\"116-119\">\n<li data-source-line=\"116-116\">\u9690\u79c1\u95ee\u9898\uff1a\u672a\u7ecf\u660e\u786e\u540c\u610f\u7684\u6301\u7eed\u8bc6\u522b<\/li>\n<li data-source-line=\"117-117\">\u76d1\u7ba1\u51b2\u7a81\uff1a\u8fdd\u53cd\u76ee\u7684\u9650\u5236\u548c\u6570\u636e\u6700\u5c0f\u5316\u539f\u5219<\/li>\n<li data-source-line=\"118-119\">\u5e73\u53f0\u53d8\u5316\uff1a\u8d8a\u6765\u8d8a\u591a\u5730\u53d7\u5230\u6d4f\u89c8\u5668\u548c\u64cd\u4f5c\u7cfb\u7edf\u9650\u5236\u7684\u963b\u6b62<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"120-124\">\n<strong>\u8de8\u8bbe\u5907\u8ddf\u8e2a<\/strong>\n<ul data-source-line=\"121-124\">\n<li data-source-line=\"121-121\">\u9690\u79c1\u95ee\u9898\uff1a\u521b\u5efa\u8de8\u73af\u5883\u7684\u7efc\u5408\u7528\u6237\u914d\u7f6e\u6587\u4ef6<\/li>\n<li data-source-line=\"122-122\">\u76d1\u7ba1\u51b2\u7a81\uff1a\u901a\u5e38\u7f3a\u4e4f\u900f\u660e\u5ea6\u548c\u660e\u786e\u7684\u540c\u610f<\/li>\n<li data-source-line=\"123-124\">\u5e73\u53f0\u53d8\u5316\uff1a\u8d8a\u6765\u8d8a\u591a\u5730\u53d7\u5230\u5e73\u53f0\u9690\u79c1\u63aa\u65bd\u7684\u9650\u5236<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"125-129\">\n<strong>\u521b\u5efa\u76f8\u4f3c\u53d7\u4f17<\/strong>\n<ul data-source-line=\"126-129\">\n<li data-source-line=\"126-126\">\u9690\u79c1\u95ee\u9898\uff1a\u5c06\u6570\u636e\u7528\u4e8e\u8d85\u51fa\u6700\u521d\u6536\u96c6\u610f\u56fe\u7684\u76ee\u7684<\/li>\n<li data-source-line=\"127-127\">\u76d1\u7ba1\u51b2\u7a81\uff1a\u5904\u7406\u8fc7\u7a0b\u53ef\u80fd\u8d85\u51fa\u5408\u7406\u9884\u671f<\/li>\n<li data-source-line=\"128-129\">\u5e73\u53f0\u53d8\u5316\uff1a\u6570\u636e\u5171\u4eab\u6709\u9650\uff0c\u6548\u7387\u964d\u4f4e<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"130-134\">\n<strong>\u65e0\u9650\u671f\u4fdd\u7559\u6570\u636e<\/strong>\n<ul data-source-line=\"131-134\">\n<li data-source-line=\"131-131\">\u9690\u79c1\u95ee\u9898\uff1a\u4fdd\u7559\u7528\u6237\u6570\u636e\u7684\u65f6\u95f4\u8d85\u8fc7\u5fc5\u8981\u65f6\u95f4<\/li>\n<li data-source-line=\"132-132\">\u6cd5\u89c4\u51b2\u7a81\uff1a\u8fdd\u53cd\u50a8\u5b58\u9650\u5236\u539f\u5219<\/li>\n<li data-source-line=\"133-134\">\u5e73\u53f0\u53d8\u5316\uff1a\u56e0\u6280\u672f\u9650\u5236\u800c\u88ab\u8feb\u7f29\u77ed\u4fdd\u7559\u65f6\u95f4<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u4e86\u89e3\u8fd9\u4e9b\u51b2\u7a81\u5bf9\u4e8e\u5236\u5b9a\u65e2\u5c0a\u91cd\u4e1a\u52a1\u6d4b\u91cf\u9700\u6c42\u53c8\u5c0a\u91cd\u9690\u79c1\u539f\u5219\u7684\u5f52\u56e0\u65b9\u6cd5\u81f3\u5173\u91cd\u8981\u3002\n<h2 id=\"privacy-first-attribution-principles\" tabindex=\"-1\" data-source-line=\"137-137\"><span class=\"ez-toc-section\" id=\"Privacy-First_Attribution_Principles\"><\/span>\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\u539f\u5219<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u6709\u6548\u7684\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u5efa\u7acb\u5728\u51e0\u9879\u6838\u5fc3\u539f\u5219\u4e4b\u4e0a\uff0c\u8fd9\u4e9b\u539f\u5219\u4f7f\u6d4b\u91cf\u9700\u6c42\u4e0e\u9690\u79c1\u8981\u6c42\u76f8\u4e00\u81f4\u3002\n<h3 id=\"privacy-by-design-in-attribution\" tabindex=\"-1\" data-source-line=\"141-141\"><span class=\"ez-toc-section\" id=\"Privacy_by_Design_in_Attribution\"><\/span>\u7f72\u540d\u4e2d\u7684\u9690\u79c1\u8bbe\u8ba1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\u5b9e\u65bd \"\u9690\u79c1\u8bbe\u8ba1 \"\u539f\u5219\uff1a\n<h4 id=\"fundamental-approaches\" tabindex=\"-1\" data-source-line=\"145-145\"><span class=\"ez-toc-section\" id=\"Fundamental_Approaches\"><\/span>\u57fa\u672c\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"147-176\">\n<li data-source-line=\"147-152\">\n<strong>\u4e3b\u52a8\u800c\u975e\u88ab\u52a8<\/strong>\n<ul data-source-line=\"148-152\">\n<li data-source-line=\"148-148\">\u4ece\u4e00\u5f00\u59cb\u5c31\u5c06\u9690\u79c1\u7eb3\u5165\u5f52\u56e0<\/li>\n<li data-source-line=\"149-149\">\u5728\u7cfb\u7edf\u8bbe\u8ba1\u4e2d\u89e3\u51b3\u9690\u79c1\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u5728\u5b9e\u65bd\u4e4b\u540e<\/li>\n<li data-source-line=\"150-150\">\u8003\u8651\u6240\u6709\u6d4b\u91cf\u51b3\u7b56\u5bf9\u9690\u79c1\u7684\u5f71\u54cd<\/li>\n<li data-source-line=\"151-152\">\u5f00\u53d1\u5177\u6709\u660e\u786e\u9690\u79c1\u76ee\u6807\u7684\u5f52\u5c5e<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"153-158\">\n<strong>\u9690\u79c1\u4f5c\u4e3a\u9ed8\u8ba4\u8bbe\u7f6e<\/strong>\n<ul data-source-line=\"154-158\">\n<li data-source-line=\"154-154\">\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u5f52\u5c5e\u7cfb\u7edf\u4ee5\u6700\u5927\u9650\u5ea6\u4fdd\u62a4\u9690\u79c1\u7684\u65b9\u5f0f\u8fd0\u884c<\/li>\n<li data-source-line=\"155-155\">\u8981\u6c42\u91c7\u53d6\u660e\u786e\u884c\u52a8\uff0c\u6536\u96c6\u66f4\u7cbe\u7ec6\u7684\u6570\u636e<\/li>\n<li data-source-line=\"156-156\">\u7528\u4fdd\u62a4\u9690\u79c1\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u914d\u7f6e\u7cfb\u7edf<\/li>\n<li data-source-line=\"157-158\">\u907f\u514d \"\u9009\u62e9\u9000\u51fa \"\u7684\u505a\u6cd5\uff0c\u800c\u91c7\u7528\u80af\u5b9a\u540c\u610f\u7684\u505a\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"159-164\">\n<strong>\u8bbe\u8ba1\u4e2d\u7684\u9690\u79c1\u4fdd\u62a4<\/strong>\n<ul data-source-line=\"160-164\">\n<li data-source-line=\"160-160\">\u5c06\u9690\u79c1\u76f4\u63a5\u7eb3\u5165\u5f52\u56e0\u6280\u672f<\/li>\n<li data-source-line=\"161-161\">\u5c06\u9690\u79c1\u4f5c\u4e3a\u6838\u5fc3\u529f\u80fd\u8981\u6c42<\/li>\n<li data-source-line=\"162-162\">\u786e\u4fdd\u6240\u6709\u7cfb\u7edf\u7ec4\u4ef6\u90fd\u8003\u8651\u5230\u9690\u79c1\u95ee\u9898<\/li>\n<li data-source-line=\"163-164\">\u5efa\u7acb\u4ece\u672c\u8d28\u4e0a\u4fdd\u62a4\u9690\u79c1\u7684\u6d4b\u91cf\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"165-170\">\n<strong>\u529f\u80fd\u9f50\u5168\uff0c\u517c\u987e\u9690\u79c1<\/strong>\n<ul data-source-line=\"166-170\">\n<li data-source-line=\"166-166\">\u5728\u5c0a\u91cd\u9690\u79c1\u7684\u540c\u65f6\u5b9e\u73b0\u4e1a\u52a1\u76ee\u6807<\/li>\n<li data-source-line=\"167-167\">\u5173\u6ce8\u53cc\u8d62\u65b9\u6cd5\uff0c\u800c\u975e\u9690\u79c1\u4e0e\u6d4b\u91cf\u7684\u6743\u8861<\/li>\n<li data-source-line=\"168-168\">\u8bbe\u8ba1\u521b\u9020\u6027\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5b9e\u73b0\u8fd9\u4e24\u4e2a\u76ee\u6807<\/li>\n<li data-source-line=\"169-170\">\u8ba4\u8bc6\u5230\u826f\u597d\u7684\u9690\u79c1\u53ef\u5efa\u7acb\u4fe1\u4efb\u548c\u5546\u4e1a\u4ef7\u503c<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"171-176\">\n<strong>\u7aef\u5230\u7aef\u4fdd\u62a4<\/strong>\n<ul data-source-line=\"172-176\">\n<li data-source-line=\"172-172\">\u5728\u6574\u4e2a\u5f52\u56e0\u751f\u547d\u5468\u671f\u4fdd\u62a4\u7528\u6237\u6570\u636e<\/li>\n<li data-source-line=\"173-173\">\u5728\u6536\u96c6\u3001\u5904\u7406\u3001\u5206\u6790\u548c\u62a5\u544a\u65f6\u8003\u8651\u9690\u79c1\u95ee\u9898<\/li>\n<li data-source-line=\"174-174\">\u5728\u5b9e\u65bd\u9690\u79c1\u4fdd\u62a4\u63aa\u65bd\u7684\u540c\u65f6\uff0c\u5b9e\u65bd\u5f3a\u6709\u529b\u7684\u5b89\u5168\u63aa\u65bd<\/li>\n<li data-source-line=\"175-176\">\u8de8\u7ec4\u7ec7\u8fb9\u754c\u4fdd\u6301\u9690\u79c1\u4fdd\u62a4<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"implementation-in-attribution-systems\" tabindex=\"-1\" data-source-line=\"177-177\"><span class=\"ez-toc-section\" id=\"Implementation_in_Attribution_Systems\"><\/span>\u5728\u5f52\u56e0\u7cfb\u7edf\u4e2d\u5b9e\u65bd<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u5f52\u5c5e\u8bbe\u8ba1\u4e2d\u9690\u79c1\u6743\u7684\u5b9e\u9645\u5e94\u7528\uff1a\n<ol data-source-line=\"181-204\">\n<li data-source-line=\"181-186\">\n<strong>\u540c\u610f\u4f18\u5148\u5b9e\u65bd<\/strong>\n<ul data-source-line=\"182-186\">\n<li data-source-line=\"182-182\">\u8bbe\u8ba1\u5f52\u5c5e\u7cfb\u7edf\u65f6\u5047\u5b9a\u5f81\u5f97\u7684\u540c\u610f\u6700\u5c11<\/li>\n<li data-source-line=\"183-183\">\u5728\u4fe1\u53f7\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u5efa\u7acb\u6d4b\u91cf\u65b9\u6cd5<\/li>\n<li data-source-line=\"184-184\">\u6839\u636e\u540c\u610f\u7a0b\u5ea6\u5efa\u7acb\u5206\u5c42\u8861\u91cf\u6807\u51c6<\/li>\n<li data-source-line=\"185-186\">\u5bf9\u672a\u7ecf\u540c\u610f\u7684\u7528\u6237\u5b9e\u65bd\u540e\u5907\u6d4b\u91cf\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"187-192\">\n<strong>\u6570\u636e\u6700\u5c0f\u5316\u67b6\u6784<\/strong>\n<ul data-source-line=\"188-192\">\n<li data-source-line=\"188-188\">\u53ea\u6536\u96c6\u5f52\u5c5e\u6240\u9700\u7684\u6570\u636e<\/li>\n<li data-source-line=\"189-189\">\u9650\u5236\u5f52\u56e0\u7cfb\u7edf\u4e2d\u7684\u4e2a\u4eba\u6570\u636e<\/li>\n<li data-source-line=\"190-190\">\u5c3d\u53ef\u80fd\u4f7f\u7528\u6c47\u603b\u6570\u636e\u548c\u533f\u540d\u6570\u636e<\/li>\n<li data-source-line=\"191-192\">\u4e3a\u6ee1\u8db3\u6700\u4f4e\u6570\u636e\u8981\u6c42\u800c\u8bbe\u8ba1<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"193-198\">\n<strong>\u76ee\u7684\u6709\u9650\u7684\u6d4b\u91cf<\/strong>\n<ul data-source-line=\"194-198\">\n<li data-source-line=\"194-194\">\u9884\u5148\u786e\u5b9a\u660e\u786e\u7684\u5f52\u56e0\u76ee\u7684<\/li>\n<li data-source-line=\"195-195\">\u5c06\u6570\u636e\u7684\u4f7f\u7528\u9650\u5236\u5728\u6307\u5b9a\u7684\u5f52\u5c5e\u76ee\u7684\u8303\u56f4\u5185<\/li>\n<li data-source-line=\"196-196\">\u521b\u5efa\u9488\u5bf9\u7279\u5b9a\u76ee\u7684\u7684\u8861\u91cf\u6846\u67b6<\/li>\n<li data-source-line=\"197-198\">\u907f\u514d\u5728\u672a\u7ecf\u540c\u610f\u7684\u60c5\u51b5\u4e0b\u91cd\u65b0\u4f7f\u7528\u5f52\u56e0\u6570\u636e<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"199-204\">\n<strong>\u8054\u5408\u6d4b\u91cf\u8bbe\u8ba1<\/strong>\n<ul data-source-line=\"200-204\">\n<li data-source-line=\"200-200\">\u5c3d\u53ef\u80fd\u5728\u672c\u5730\u5904\u7406\u6570\u636e<\/li>\n<li data-source-line=\"201-201\">\u5c3d\u91cf\u51cf\u5c11\u96c6\u4e2d\u5f0f\u4e2a\u4eba\u6570\u636e\u6536\u96c6<\/li>\n<li data-source-line=\"202-202\">\u5728\u53ef\u884c\u7684\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u8bbe\u5907\u4e0a\u7684\u5904\u7406\u8fdb\u884c\u5f52\u56e0<\/li>\n<li data-source-line=\"203-204\">\u5b9e\u65bd\u4fdd\u62a4\u9690\u79c1\u7684\u8ba1\u7b97\u6280\u672f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u8fd9\u4e9b\u9690\u79c1\u8bbe\u8ba1\u65b9\u6cd5\u4e3a\u5c0a\u91cd\u9690\u79c1\u539f\u5219\u7684\u5f52\u5c5e\u7cfb\u7edf\u5960\u5b9a\u4e86\u57fa\u7840\u3002\n<h3 id=\"ethical-data-use-framework\" tabindex=\"-1\" data-source-line=\"207-207\"><span class=\"ez-toc-section\" id=\"Ethical_Data_Use_Framework\"><\/span>\u5408\u4e4e\u9053\u5fb7\u7684\u6570\u636e\u4f7f\u7528\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9664\u5408\u89c4\u6027\u5916\uff0c\u9690\u79c1\u7b2c\u4e00\u7684\u5f52\u5c5e\u8981\u6c42\u6570\u636e\u5b9e\u8df5\u7b26\u5408\u9053\u5fb7\u89c4\u8303\uff1a\n<h4 id=\"core-ethical-principles\" tabindex=\"-1\" data-source-line=\"211-211\"><span class=\"ez-toc-section\" id=\"Core_Ethical_Principles\"><\/span>\u6838\u5fc3\u9053\u5fb7\u539f\u5219<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"213-236\">\n<li data-source-line=\"213-218\">\n<strong>\u900f\u660e\u5ea6<\/strong>\n<ul data-source-line=\"214-218\">\n<li data-source-line=\"214-214\">\u660e\u786e\u4ea4\u6d41\u5f52\u56e0\u505a\u6cd5<\/li>\n<li data-source-line=\"215-215\">\u5bf9\u6d4b\u91cf\u65b9\u6cd5\u8fdb\u884c\u901a\u4fd7\u6613\u61c2\u7684\u89e3\u91ca<\/li>\n<li data-source-line=\"216-216\">\u7528\u901a\u4fd7\u6613\u61c2\u7684\u8bed\u8a00\u63cf\u8ff0\u6570\u636e\u7684\u4f7f\u7528\u60c5\u51b5<\/li>\n<li data-source-line=\"217-218\">\u8bda\u5b9e\u62ab\u9732\u5f52\u5c5e\u9650\u5236<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"219-224\">\n<strong>\u63a7\u5236<\/strong>\n<ul data-source-line=\"220-224\">\n<li data-source-line=\"220-220\">\u7528\u6237\u5bf9\u53c2\u4e0e\u6d4b\u91cf\u7684\u6709\u610f\u4e49\u9009\u62e9<\/li>\n<li data-source-line=\"221-221\">\u7ec6\u7c92\u5ea6\u7684\u5f52\u5c5e\u9690\u79c1\u504f\u597d<\/li>\n<li data-source-line=\"222-222\">\u884c\u4f7f\u9690\u79c1\u6743\u7684\u7b80\u5355\u673a\u5236<\/li>\n<li data-source-line=\"223-224\">\u5c0a\u91cd\u7528\u6237\u5bf9\u5176\u6570\u636e\u505a\u51fa\u7684\u51b3\u5b9a<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"225-230\">\n<strong>\u76f8\u79f0\u6027<\/strong>\n<ul data-source-line=\"226-230\">\n<li data-source-line=\"226-226\">\u5e73\u8861\u4e1a\u52a1\u9700\u6c42\u4e0e\u9690\u79c1\u5f71\u54cd<\/li>\n<li data-source-line=\"227-227\">\u6839\u636e\u5173\u7cfb\u80cc\u666f\u8fdb\u884c\u9002\u5f53\u8861\u91cf<\/li>\n<li data-source-line=\"228-228\">\u6570\u636e\u6536\u96c6\u4e0e\u5f52\u56e0\u76ee\u7684\u76f8\u79f0<\/li>\n<li data-source-line=\"229-230\">\u5f52\u5c5e\u51c6\u786e\u6027\u4e0e\u9690\u79c1\u7684\u5408\u7406\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"231-236\">\n<strong>\u516c\u5e73\u6027<\/strong>\n<ul data-source-line=\"232-236\">\n<li data-source-line=\"232-232\">\u907f\u514d\u5f52\u56e0\u6a21\u578b\u51fa\u73b0\u504f\u5dee<\/li>\n<li data-source-line=\"233-233\">\u5bf9\u4e0d\u540c\u7528\u6237\u7fa4\u4f53\u8fdb\u884c\u516c\u5e73\u8861\u91cf<\/li>\n<li data-source-line=\"234-234\">\u9632\u6b62\u5f52\u56e0\u4ea7\u751f\u6b67\u89c6\u6027\u7ed3\u679c<\/li>\n<li data-source-line=\"235-236\">\u516c\u5e73\u4f53\u73b0\u8425\u9500\u6548\u679c<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"ethical-decision-framework\" tabindex=\"-1\" data-source-line=\"237-237\"><span class=\"ez-toc-section\" id=\"Ethical_Decision_Framework\"><\/span>\u4f26\u7406\u51b3\u7b56\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u5728\u505a\u51fa\u5f52\u5c5e\u9690\u79c1\u51b3\u7b56\u65f6\uff0c\u8bf7\u8003\u8651\n<ol data-source-line=\"241-264\">\n<li data-source-line=\"241-246\">\n<strong>\u5fc5\u8981\u6027\u8bc4\u4f30<\/strong>\n<ul data-source-line=\"242-246\">\n<li data-source-line=\"242-242\">\u8fd9\u4e9b\u6570\u636e\u771f\u7684\u662f\u5f52\u56e0\u6240\u5fc5\u9700\u7684\u5417\uff1f<\/li>\n<li data-source-line=\"243-243\">\u6211\u4eec\u80fd\u7528\u66f4\u5c11\u7684\u4e2a\u4eba\u6570\u636e\u53d6\u5f97\u7c7b\u4f3c\u7684\u7ed3\u679c\u5417\uff1f<\/li>\n<li data-source-line=\"244-244\">\u6d4b\u91cf\u65b9\u6cd5\u662f\u5426\u4e0e\u76ee\u7684\u76f8\u79f0\uff1f<\/li>\n<li data-source-line=\"245-246\">\u7528\u6237\u662f\u5426\u6709\u7406\u7531\u671f\u5f85\u8fd9\u79cd\u5f52\u56e0\u65b9\u6cd5\uff1f<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"247-252\">\n<strong>\u5f71\u54cd\u8bc4\u4f30<\/strong>\n<ul data-source-line=\"248-252\">\n<li data-source-line=\"248-248\">\u8fd9\u79cd\u65b9\u6cd5\u4f1a\u5bf9\u9690\u79c1\u4ea7\u751f\u4ec0\u4e48\u5f71\u54cd\uff1f<\/li>\n<li data-source-line=\"249-249\">\u8fd9\u4f1a\u5982\u4f55\u5f71\u54cd\u7528\u6237\u7684\u4fe1\u4efb\u548c\u611f\u77e5\uff1f<\/li>\n<li data-source-line=\"250-250\">\u8fd9\u79cd\u6d4b\u91cf\u65b9\u6cd5\u6709\u54ea\u4e9b\u6f5c\u5728\u98ce\u9669\uff1f<\/li>\n<li data-source-line=\"251-252\">\u662f\u5426\u6709\u521b\u4f24\u8f83\u5c0f\u7684\u66ff\u4ee3\u65b9\u6cd5\uff1f<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"253-258\">\n<strong>\u516c\u5e73\u6027\u8003\u8651<\/strong>\n<ul data-source-line=\"254-258\">\n<li data-source-line=\"254-254\">\u8fd9\u79cd\u65b9\u6cd5\u662f\u5426\u516c\u5e73\u5bf9\u5f85\u6240\u6709\u7528\u6237\uff1f<\/li>\n<li data-source-line=\"255-255\">\u67d0\u4e9b\u7528\u6237\u7fa4\u4f53\u662f\u5426\u4f1a\u5904\u4e8e\u4e0d\u5229\u5730\u4f4d\uff1f<\/li>\n<li data-source-line=\"256-256\">\u5f52\u56e0\u6a21\u578b\u662f\u57fa\u4e8e\u4ee3\u8868\u6027\u6570\u636e\u5efa\u7acb\u7684\u5417\uff1f<\/li>\n<li data-source-line=\"257-258\">\u6211\u4eec\u662f\u5426\u907f\u514d\u9020\u6210\u6b67\u89c6\u6027\u7ed3\u679c\uff1f<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"259-264\">\n<strong>\u95ee\u8d23\u7a0b\u5e8f<\/strong>\n<ul data-source-line=\"260-264\">\n<li data-source-line=\"260-260\">\u8c01\u6765\u76d1\u7763\u5f52\u56e0\u9690\u79c1\u51b3\u7b56\uff1f<\/li>\n<li data-source-line=\"261-261\">\u6211\u4eec\u5982\u4f55\u8bb0\u5f55\u4e0e\u9690\u79c1\u76f8\u5173\u7684\u9009\u62e9\uff1f<\/li>\n<li data-source-line=\"262-262\">\u5f52\u56e0\u65b9\u6cd5\u6709\u54ea\u4e9b\u5ba1\u67e5\u7a0b\u5e8f\uff1f<\/li>\n<li data-source-line=\"263-264\">\u6211\u4eec\u5982\u4f55\u786e\u4fdd\u6301\u7eed\u5408\u89c4\u548c\u9053\u5fb7\u5b9e\u8df5\uff1f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u8fd9\u4e00\u9053\u5fb7\u6846\u67b6\u63d0\u4f9b\u4e86\u6cd5\u5f8b\u5408\u89c4\u4e4b\u5916\u7684\u6307\u5bfc\uff0c\u786e\u4fdd\u5f52\u5c5e\u5c0a\u91cd\u7528\u6237\u9690\u79c1\u5e76\u5efa\u7acb\u4fe1\u4efb\u3002\n<h2 id=\"practical-privacy-first-attribution-approaches\" tabindex=\"-1\" data-source-line=\"267-267\"><span class=\"ez-toc-section\" id=\"Practical_Privacy-First_Attribution_Approaches\"><\/span>\u9690\u79c1\u4f18\u5148\u7684\u5b9e\u7528\u5f52\u5c5e\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u6709\u4e86\u9690\u79c1\u539f\u5219\uff0c\u8ba9\u6211\u4eec\u6765\u63a2\u8ba8\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u7684\u5b9e\u7528\u65b9\u6cd5\u3002\n<h3 id=\"consent-based-attribution-models\" tabindex=\"-1\" data-source-line=\"271-271\"><span class=\"ez-toc-section\" id=\"Consent-Based_Attribution_Models\"><\/span>\u57fa\u4e8e\u540c\u610f\u7684\u5f52\u56e0\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5728\u4ee5\u540c\u610f\u4e3a\u4e2d\u5fc3\u7684\u4e16\u754c\u91cc\uff0c\u6709\u6548\u7684\u5f52\u56e0\u9700\u8981\u7279\u5b9a\u7684\u65b9\u6cd5\uff1a\n<h4 id=\"tiered-attribution-framework\" tabindex=\"-1\" data-source-line=\"275-275\"><span class=\"ez-toc-section\" id=\"Tiered_Attribution_Framework\"><\/span>\u5206\u5c42\u5f52\u56e0\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u9488\u5bf9\u4e0d\u540c\u7684\u540c\u610f\u7a0b\u5ea6\u5236\u5b9a\u8861\u91cf\u65b9\u6cd5\uff1a\n<ol data-source-line=\"279-296\">\n<li data-source-line=\"279-284\">\n<strong>\u5b8c\u5168\u540c\u610f\u7684\u5f52\u5c5e<\/strong>\n<ul data-source-line=\"280-284\">\n<li data-source-line=\"280-280\">\u9002\u7528\u4e8e\u63d0\u4f9b\u5168\u9762\u8ddf\u8e2a\u540c\u610f\u7684\u7528\u6237<\/li>\n<li data-source-line=\"281-281\">\u4e2a\u4eba\u5c42\u9762\u7684\u65c5\u7a0b\u8ddf\u8e2a\uff0c\u5e76\u6709\u9002\u5f53\u7684\u4fdd\u969c\u63aa\u65bd<\/li>\n<li data-source-line=\"282-282\">\u5177\u6709\u8de8\u7f51\u7ad9\u529f\u80fd\u7684\u591a\u70b9\u89e6\u63a7\u5f52\u56e0\u529f\u80fd<\/li>\n<li data-source-line=\"283-284\">\u57fa\u4e8e\u540c\u610f\u8bc6\u522b\u7684\u4e2a\u6027\u5316\u6d4b\u91cf<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"285-290\">\n<strong>\u6709\u9650\u540c\u610f\u5f52\u5c5e<\/strong>\n<ul data-source-line=\"286-290\">\n<li data-source-line=\"286-286\">\u5bf9\u4e8e\u63d0\u4f9b\u90e8\u5206\u540c\u610f\u6216\u6709\u9650\u6743\u9650\u7684\u7528\u6237<\/li>\n<li data-source-line=\"287-287\">\u9488\u5bf9\u7279\u5b9a\u7f51\u7ad9\/\u5e94\u7528\u7a0b\u5e8f\u7684\u6d4b\u91cf\uff0c\u65e0\u9700\u8de8\u6587\u672c\u8ddf\u8e2a<\/li>\n<li data-source-line=\"288-288\">\u57fa\u4e8e\u4f1a\u8bdd\u6570\u636e\u7684\u4e0a\u4e0b\u6587\u5f52\u56e0<\/li>\n<li data-source-line=\"289-290\">\u5728\u540c\u610f\u8303\u56f4\u5185\u8fdb\u884c\u961f\u5217\u6d4b\u91cf<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"291-296\">\n<strong>\u672a\u7ecf\u540c\u610f\u7684\u5f52\u5c5e<\/strong>\n<ul data-source-line=\"292-296\">\n<li data-source-line=\"292-292\">\u7528\u6237\u62d2\u7edd\u8ddf\u8e2a\u7684\u9690\u79c1\u4fdd\u62a4\u65b9\u6cd5<\/li>\n<li data-source-line=\"293-293\">\u65e0\u9700\u8bc6\u522b\u4e2a\u4eba\u8eab\u4efd\u7684\u7efc\u5408\u6d4b\u91cf<\/li>\n<li data-source-line=\"294-294\">\u65e0\u4e2a\u4eba\u6570\u636e\u7684\u60c5\u5883\u548c\u6a21\u578b\u65b9\u6cd5<\/li>\n<li data-source-line=\"295-296\">\u4fdd\u62a4\u9690\u79c1\u7684\u6d4b\u91cf\u6280\u672f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"consent-collection-optimization\" tabindex=\"-1\" data-source-line=\"297-297\"><span class=\"ez-toc-section\" id=\"Consent-Collection_Optimization\"><\/span>\u4f18\u5316\u540c\u610f\u6536\u96c6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u6700\u5927\u9650\u5ea6\u5730\u5f81\u5f97\u6709\u5173\u5f52\u5c5e\u7684\u9053\u5fb7\u540c\u610f\uff1a\n<ol data-source-line=\"301-324\">\n<li data-source-line=\"301-306\">\n<strong>\u57fa\u4e8e\u4ef7\u503c\u7684\u540c\u610f<\/strong>\n<ul data-source-line=\"302-306\">\n<li data-source-line=\"302-302\">\u660e\u786e\u9610\u8ff0\u6d4b\u91cf\u7684\u76ca\u5904<\/li>\n<li data-source-line=\"303-303\">\u521b\u9020\u5b9e\u5b9e\u5728\u5728\u7684\u4ef7\u503c\u4ea4\u6362\u5f81\u5f97\u540c\u610f<\/li>\n<li data-source-line=\"304-304\">\u8bc1\u660e\u5f52\u56e0\u5728\u6539\u5584\u4f53\u9a8c\u4e2d\u7684\u4f5c\u7528<\/li>\n<li data-source-line=\"305-306\">\u901a\u8fc7\u900f\u660e\u505a\u6cd5\u5efa\u7acb\u4fe1\u4efb<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"307-312\">\n<strong>\u9010\u6b65\u540c\u610f<\/strong>\n<ul data-source-line=\"308-312\">\n<li data-source-line=\"308-308\">\u4ece\u6700\u4f4e\u9650\u5ea6\u7684\u6570\u636e\u6536\u96c6\u5f00\u59cb<\/li>\n<li data-source-line=\"309-309\">\u9010\u6b65\u5efa\u7acb\u540c\u610f\u5173\u7cfb<\/li>\n<li data-source-line=\"310-310\">\u8bf7\u6c42\u989d\u5916\u6743\u9650\uff0c\u5e76\u63d0\u4f9b\u660e\u786e\u7684\u80cc\u666f\u4fe1\u606f<\/li>\n<li data-source-line=\"311-312\">\u5c0a\u91cd\u6700\u521d\u7684\u754c\u9650\uff0c\u540c\u65f6\u63d0\u4f9b\u9009\u62e9<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"313-318\">\n<strong>\u7ec6\u7c92\u5ea6\u6743\u9650\u9009\u9879<\/strong>\n<ul data-source-line=\"314-318\">\n<li data-source-line=\"314-314\">\u9664\u4e86 \"\u5168\u6709\u6216\u5168\u65e0 \"\u4e4b\u5916\uff0c\u63d0\u4f9b\u5177\u4f53\u7684\u540c\u610f\u9009\u62e9<\/li>\n<li data-source-line=\"315-315\">\u5141\u8bb8\u7279\u5b9a\u6e20\u9053\u6216\u7279\u5b9a\u76ee\u7684\u7684\u6743\u9650<\/li>\n<li data-source-line=\"316-316\">\u521b\u5efa\u7b26\u5408\u7528\u6237\u504f\u597d\u7684\u540c\u610f\u9009\u9879<\/li>\n<li data-source-line=\"317-318\">\u5c0a\u91cd\u5f52\u56e0\u5b9e\u65bd\u4e2d\u7684\u7cbe\u7ec6\u9009\u62e9<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"319-324\">\n<strong>\u540c\u610f\u7ba1\u7406\u96c6\u6210<\/strong>\n<ul data-source-line=\"320-324\">\n<li data-source-line=\"320-320\">\u5c06\u540c\u610f\u4fe1\u53f7\u8fde\u63a5\u5230\u5f52\u56e0\u7cfb\u7edf<\/li>\n<li data-source-line=\"321-321\">\u6839\u636e\u8bb8\u53ef\u72b6\u6001\u5efa\u7acb\u52a8\u6001\u5f52\u56e0<\/li>\n<li data-source-line=\"322-322\">\u6d4b\u91cf\u524d\u5b9e\u65bd\u540c\u610f\u6838\u67e5<\/li>\n<li data-source-line=\"323-324\">\u521b\u5efa\u57fa\u4e8e\u6743\u9650\u7684\u6d4b\u91cf\u5ba1\u8ba1\u8ddf\u8e2a<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u8fd9\u4e9b\u57fa\u4e8e\u540c\u610f\u7684\u65b9\u6cd5\u7b26\u5408\u00a0<a href=\"https:\/\/attrisight.com\/zh\/%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%ab%af%e8%b7%9f%e8%b8%aa%e6%9c%aa%e6%9d%a5%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a\uff1a\u8425\u9500\u5f52\u56e0\u7684\u672a\u6765\uff1f<\/a>\u00a0\u901a\u8fc7\u63d0\u4f9b\u53d7\u63a7\u7684\u3001\u57fa\u4e8e\u8bb8\u53ef\u7684\u6d4b\u91cf\u3002\n<h3 id=\"first-party-data-attribution\" tabindex=\"-1\" data-source-line=\"327-327\"><span class=\"ez-toc-section\" id=\"First-Party_Data_Attribution\"><\/span>\u7b2c\u4e00\u65b9\u6570\u636e\u5f52\u5c5e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u968f\u7740\u7b2c\u4e09\u65b9\u6570\u636e\u53d7\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u9650\u5236\uff0c\u7b2c\u4e00\u65b9\u6570\u636e\u7684\u91cd\u8981\u6027\u4e0e\u65e5\u4ff1\u589e\uff1a\n<h4 id=\"first-party-attribution-strategies\" tabindex=\"-1\" data-source-line=\"331-331\"><span class=\"ez-toc-section\" id=\"First-Party_Attribution_Strategies\"><\/span>\u7b2c\u4e00\u65b9\u5f52\u56e0\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"333-356\">\n<li data-source-line=\"333-338\">\n<strong>\u8ba4\u8bc1\u7528\u6237\u65c5\u7a0b<\/strong>\n<ul data-source-line=\"334-338\">\n<li data-source-line=\"334-334\">\u56f4\u7ed5\u767b\u5f55\u4f53\u9a8c\u5efa\u7acb\u5f52\u56e0<\/li>\n<li data-source-line=\"335-335\">\u521b\u9020\u9f13\u52b1\u8ba4\u8bc1\u7684\u4ef7\u503c<\/li>\n<li data-source-line=\"336-336\">\u901a\u8fc7\u8eab\u4efd\u9a8c\u8bc1\u5f00\u53d1\u8de8\u8bbe\u5907\u8eab\u4efd<\/li>\n<li data-source-line=\"337-338\">\u5b9e\u65bd\u5c0a\u91cd\u9690\u79c1\u7684\u7edf\u4e00\u7528\u6237\u914d\u7f6e\u6587\u4ef6<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"339-344\">\n<strong>\u7b2c\u4e00\u65b9\u8eab\u4efd\u6846\u67b6<\/strong>\n<ul data-source-line=\"340-344\">\n<li data-source-line=\"340-340\">\u521b\u5efa\u53ef\u6301\u7eed\u7684\u7b2c\u4e00\u65b9\u6807\u8bc6\u7b26<\/li>\n<li data-source-line=\"341-341\">\u56f4\u7ed5\u81ea\u6709\u8eab\u4efd\u8d44\u4ea7\u5efa\u7acb\u5f52\u5c5e<\/li>\n<li data-source-line=\"342-342\">\u53d1\u5c55\u6301\u4e45\u5173\u7cfb\uff0c\u800c\u4e0d\u662f\u8ddf\u8e2a<\/li>\n<li data-source-line=\"343-344\">\u5b9e\u65bd\u9690\u79c1\u589e\u5f3a\u578b\u8eab\u4efd\u8bc6\u522b<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"345-350\">\n<strong>\u81ea\u6709\u6e20\u9053\u4f18\u5316<\/strong>\n<ul data-source-line=\"346-350\">\n<li data-source-line=\"346-346\">\u5728\u5b8c\u5168\u81ea\u4e3b\u7684\u73af\u5883\u4e2d\u6700\u5927\u9650\u5ea6\u5730\u8fdb\u884c\u6d4b\u91cf<\/li>\n<li data-source-line=\"347-347\">\u4e3a\u81ea\u6709\u7269\u4e1a\u5f00\u53d1\u5f3a\u5927\u7684\u5f52\u56e0\u529f\u80fd<\/li>\n<li data-source-line=\"348-348\">\u5728\u81ea\u6709\u751f\u6001\u7cfb\u7edf\u5185\u5efa\u7acb\u95ed\u73af\u6d4b\u91cf\u7cfb\u7edf<\/li>\n<li data-source-line=\"349-350\">\u901a\u8fc7\u76f4\u63a5\u5173\u7cfb\u5efa\u7acb\u7b2c\u4e00\u65b9\u6570\u636e\u8d44\u4ea7<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"351-356\">\n<strong>\u5ba2\u6237\u6570\u636e\u6574\u5408<\/strong>\n<ul data-source-line=\"352-356\">\n<li data-source-line=\"352-352\">\u7ecf\u8bb8\u53ef\u5c06\u5728\u7ebf\u884c\u4e3a\u4e0e\u5ba2\u6237\u5173\u7cfb\u7ba1\u7406\u6570\u636e\u8fde\u63a5\u8d77\u6765<\/li>\n<li data-source-line=\"353-353\">\u901a\u8fc7\u900f\u660e\u7684\u6570\u636e\u5b9e\u8df5\u521b\u5efa\u6574\u4f53\u89c6\u56fe<\/li>\n<li data-source-line=\"354-354\">\u5b9e\u65bd\u7b26\u5408\u9690\u79c1\u6807\u51c6\u7684\u5ba2\u6237\u6570\u636e\u5e73\u53f0<\/li>\n<li data-source-line=\"355-356\">\u5728\u53cc\u65b9\u540c\u610f\u5171\u4eab\u7684\u4fe1\u606f\u57fa\u7840\u4e0a\u5efa\u7acb\u5f52\u56e0<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"privacy-enhanced-first-party-approaches\" tabindex=\"-1\" data-source-line=\"357-357\"><span class=\"ez-toc-section\" id=\"Privacy-Enhanced_First-Party_Approaches\"><\/span>\u9690\u79c1\u589e\u5f3a\u578b\u7b2c\u4e00\u65b9\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u786e\u4fdd\u7b2c\u4e00\u65b9\u6570\u636e\u5f52\u5c5e\u5c0a\u91cd\u9690\u79c1\uff1a\n<ol data-source-line=\"361-384\">\n<li data-source-line=\"361-366\">\n<strong>\u900f\u660e\u7cfb\u5217<\/strong>\n<ul data-source-line=\"362-366\">\n<li data-source-line=\"362-362\">\u660e\u786e\u4ea4\u6d41\u7b2c\u4e00\u65b9\u6570\u636e\u5b9e\u8df5<\/li>\n<li data-source-line=\"363-363\">\u76f4\u63a5\u89e3\u91ca\u5f52\u56e0\u65b9\u6cd5<\/li>\n<li data-source-line=\"364-364\">\u7b2c\u4e00\u65b9\u6d4b\u91cf\u7684\u53ef\u89c1\u9690\u79c1\u63a7\u5236<\/li>\n<li data-source-line=\"365-366\">\u8bda\u5b9e\u62ab\u9732\u6570\u636e\u4f7f\u7528\u76ee\u7684<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"367-372\">\n<strong>\u76ee\u7684\u9650\u5236<\/strong>\n<ul data-source-line=\"368-372\">\n<li data-source-line=\"368-368\">\u7b2c\u4e00\u65b9\u6570\u636e\u5728\u786e\u5b9a\u5f52\u5c5e\u65b9\u9762\u7684\u5177\u4f53\u7528\u9014<\/li>\n<li data-source-line=\"369-369\">\u907f\u514d\u6d4b\u91cf\u4e2d\u7684\u8303\u56f4\u8815\u53d8<\/li>\n<li data-source-line=\"370-370\">\u5373\u4f7f\u4f7f\u7528\u7b2c\u4e00\u65b9\u6570\u636e\u4e5f\u80fd\u4fdd\u6301\u5f52\u56e0\u754c\u9650<\/li>\n<li data-source-line=\"371-372\">\u5c0a\u91cd\u6570\u636e\u6536\u96c6\u7684\u80cc\u666f<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"373-378\">\n<strong>\u6570\u636e\u6700\u5c0f\u5316<\/strong>\n<ul data-source-line=\"374-378\">\n<li data-source-line=\"374-374\">\u53ea\u6536\u96c6\u5fc5\u8981\u7684\u7b2c\u4e00\u65b9\u6570\u636e<\/li>\n<li data-source-line=\"375-375\">\u5b9e\u65bd\u57fa\u4e8e\u5c5e\u6027\u800c\u975e\u57fa\u4e8e\u8eab\u4efd\u7684\u6d4b\u91cf<\/li>\n<li data-source-line=\"376-376\">\u5c3d\u53ef\u80fd\u4f7f\u7528\u7b2c\u4e00\u65b9\u6c47\u603b\u6570\u636e<\/li>\n<li data-source-line=\"377-378\">\u8bbe\u8ba1\u6700\u7b80\u5f52\u5c5e\u8981\u6c42<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"379-384\">\n<strong>\u52a0\u5f3a\u5b89\u5168<\/strong>\n<ul data-source-line=\"380-384\">\n<li data-source-line=\"380-380\">\u4e3a\u7b2c\u4e00\u65b9\u5f52\u56e0\u6570\u636e\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u4fdd\u62a4<\/li>\n<li data-source-line=\"381-381\">\u6d4b\u91cf\u6570\u636e\u7684\u52a0\u5bc6\u548c\u8bbf\u95ee\u63a7\u5236<\/li>\n<li data-source-line=\"382-382\">\u6574\u4e2a\u5f52\u56e0\u751f\u547d\u5468\u671f\u7684\u6570\u636e\u5b89\u5168<\/li>\n<li data-source-line=\"383-384\">\u4fdd\u62a4\u4e0e\u7075\u654f\u5ea6\u6210\u6b63\u6bd4<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u7b2c\u4e00\u65b9\u6570\u636e\u65b9\u6cd5\u53ef\u5b9e\u73b0\u7a33\u5065\u7684\u5f52\u56e0\uff0c\u540c\u65f6\u4e0e\u7528\u6237\u5efa\u7acb\u76f4\u63a5\u3001\u534f\u5546\u4e00\u81f4\u7684\u5173\u7cfb\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u7b2c\u4e09\u65b9\u8ddf\u8e2a\u3002\n<h3 id=\"aggregated-and-modeled-attribution\" tabindex=\"-1\" data-source-line=\"387-387\"><span class=\"ez-toc-section\" id=\"Aggregated_and_Modeled_Attribution\"><\/span>\u7efc\u5408\u5f52\u56e0\u548c\u6a21\u578b\u5f52\u56e0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5f53\u4e2a\u4eba\u5c42\u9762\u7684\u8ddf\u8e2a\u53d7\u5230\u9650\u5236\u65f6\uff0c\u6c47\u603b\u548c\u5efa\u6a21\u65b9\u6cd5\u63d0\u4f9b\u4e86\u66ff\u4ee3\u65b9\u6848\uff1a\n<h4 id=\"aggregated-measurement-techniques\" tabindex=\"-1\" data-source-line=\"391-391\"><span class=\"ez-toc-section\" id=\"Aggregated_Measurement_Techniques\"><\/span>\u7efc\u5408\u6d4b\u91cf\u6280\u672f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"393-416\">\n<li data-source-line=\"393-398\">\n<strong>\u4fdd\u62a4\u9690\u79c1\u7684\u5f52\u5c5e\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3<\/strong>\n<ul data-source-line=\"394-398\">\n<li data-source-line=\"394-394\">\u5e73\u53f0\u63d0\u4f9b\u7684\u805a\u5408\u8f6c\u6362\u6570\u636e\uff08\u5982\u8c37\u6b4c\u7684\u9690\u79c1\u6c99\u76d2\uff09<\/li>\n<li data-source-line=\"395-395\">\u65e0\u9700\u5355\u4e2a\u8ddf\u8e2a\u5373\u53ef\u8fdb\u884c\u9690\u79c1\u589e\u5f3a\u578b\u8f6c\u6362\u6d4b\u91cf<\/li>\n<li data-source-line=\"396-396\">\u57fa\u4e8e\u961f\u5217\u7684\u5f52\u56e0\u65b9\u6cd5<\/li>\n<li data-source-line=\"397-398\">\u5e26\u9690\u79c1\u9608\u503c\u7684\u6c47\u603b\u62a5\u544a<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"399-404\">\n<strong>\u5dee\u5f02\u5316\u9690\u79c1\u5b9e\u65bd<\/strong>\n<ul data-source-line=\"400-404\">\n<li data-source-line=\"400-400\">\u589e\u52a0\u7edf\u8ba1\u566a\u97f3\u4ee5\u4fdd\u62a4\u4e2a\u4eba\u9690\u79c1<\/li>\n<li data-source-line=\"401-401\">\u5728\u4fdd\u62a4\u4e2a\u4eba\u7684\u540c\u65f6\u4fdd\u6301\u6574\u4f53\u51c6\u786e\u6027<\/li>\n<li data-source-line=\"402-402\">\u4e3a\u5f52\u5c5e\u67e5\u8be2\u6267\u884c\u9690\u79c1\u9884\u7b97<\/li>\n<li data-source-line=\"403-404\">\u521b\u5efa\u9690\u79c1\u589e\u5f3a\u578b\u5206\u6790\u529f\u80fd<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"405-410\">\n<strong>\u7ec4\u7fa4\u8054\u5408\u5b66\u4e60<\/strong>\n<ul data-source-line=\"406-410\">\n<li data-source-line=\"406-406\">\u5728\u8bbe\u5907\u4e0a\u5904\u7406\u5f52\u56e0\u6570\u636e<\/li>\n<li data-source-line=\"407-407\">\u5229\u7528\u7efc\u5408\u89c1\u89e3\u8fdb\u884c\u672c\u5730\u5b66\u4e60<\/li>\n<li data-source-line=\"408-408\">\u4fdd\u62a4\u9690\u79c1\u6d4b\u91cf\u7684\u8fb9\u7f18\u8ba1\u7b97<\/li>\n<li data-source-line=\"409-410\">\u5206\u6563\u5f0f\u5f52\u56e0\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"411-416\">\n<strong>\u7efc\u5408\u8f6c\u6362\u6d4b\u91cf<\/strong>\n<ul data-source-line=\"412-416\">\n<li data-source-line=\"412-412\">\u65e0\u4e2a\u4eba\u8bc6\u522b\u4fe1\u606f\u7684\u4e8b\u4ef6\u7ea7\u62a5\u544a<\/li>\n<li data-source-line=\"413-413\">\u57fa\u4e8e\u9608\u503c\u7684\u805a\u5408\uff0c\u9632\u6b62\u8bc6\u522b<\/li>\n<li data-source-line=\"414-414\">\u5ef6\u65f6\u62a5\u544a\uff0c\u4fdd\u62a4\u9690\u79c1<\/li>\n<li data-source-line=\"415-416\">\u533f\u540d\u8f6c\u6362\u94fe\u63a5\u6280\u672f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"modeling-and-ai-approaches\" tabindex=\"-1\" data-source-line=\"417-417\"><span class=\"ez-toc-section\" id=\"Modeling_and_AI_Approaches\"><\/span>\u5efa\u6a21\u548c\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u5728\u6570\u636e\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u4fdd\u6301\u5f52\u56e0\u80fd\u529b\u7684\u5148\u8fdb\u6280\u672f\uff1a\n<ol data-source-line=\"421-444\">\n<li data-source-line=\"421-426\">\n<strong>\u5a92\u4f53\u7ec4\u5408\u5efa\u6a21 (MMM)<\/strong>\n<ul data-source-line=\"422-426\">\n<li data-source-line=\"422-422\">\u6e20\u9053\u5f52\u5c5e\u7684\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u65b9\u6cd5<\/li>\n<li data-source-line=\"423-423\">\u603b\u4f53\u7ee9\u6548\u6570\u636e\u7684\u7edf\u8ba1\u5206\u6790<\/li>\n<li data-source-line=\"424-424\">\u65e0\u4e2a\u4eba\u5c42\u9762\u8ffd\u8e2a\u7684\u5f52\u56e0<\/li>\n<li data-source-line=\"425-426\">\u4fdd\u62a4\u9690\u79c1\u7684\u6210\u6548\u8861\u91cf<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"427-432\">\n<strong>\u673a\u5668\u5b66\u4e60\u5f52\u56e0<\/strong>\n<ul data-source-line=\"428-432\">\n<li data-source-line=\"428-428\">\u4fdd\u62a4\u9690\u79c1\u7684 ML \u6280\u672f<\/li>\n<li data-source-line=\"429-429\">\u4ece\u533f\u540d\u6570\u636e\u4e2d\u8fdb\u884c\u6a21\u5f0f\u8bc6\u522b<\/li>\n<li data-source-line=\"430-430\">\u4f7f\u7528\u6709\u9650\u6807\u8bc6\u7b26\u8fdb\u884c\u9884\u6d4b\u5efa\u6a21<\/li>\n<li data-source-line=\"431-432\">\u9690\u79c1\u589e\u5f3a\u7b97\u6cd5\u5f52\u5c5e<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"433-438\">\n<strong>\u8f6c\u6362\u5efa\u6a21<\/strong>\n<ul data-source-line=\"434-438\">\n<li data-source-line=\"434-434\">\u586b\u8865\u5f52\u56e0\u5dee\u8ddd\u7684\u7edf\u8ba1\u65b9\u6cd5<\/li>\n<li data-source-line=\"435-435\">\u5728\u6ca1\u6709\u5b8c\u6574\u8ddf\u8e2a\u7684\u60c5\u51b5\u4e0b\u6a21\u62df\u53ef\u80fd\u7684\u8f6c\u6362\u8def\u5f84<\/li>\n<li data-source-line=\"436-436\">\u5b8c\u6210\u5f52\u56e0\u7684\u9884\u6d4b\u5206\u6790<\/li>\n<li data-source-line=\"437-438\">\u9690\u79c1\u4f18\u5148\u8f6c\u6362\u4f30\u7b97<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"439-444\">\n<strong>\u589e\u91cf\u6d4b\u8bd5<\/strong>\n<ul data-source-line=\"440-444\">\n<li data-source-line=\"440-440\">\u6d4b\u91cf\u771f\u5b9e\u5347\u529b\u7684\u53d7\u63a7\u5b9e\u9a8c<\/li>\n<li data-source-line=\"441-441\">\u8bd5\u9a8c\u7ec4\u548c\u5bf9\u7167\u7ec4\u65b9\u6cd5<\/li>\n<li data-source-line=\"442-442\">\u5730\u57df\u6216\u53d7\u4f17\u4fdd\u7559\u529e\u6cd5<\/li>\n<li data-source-line=\"443-444\">\u65e0\u4e2a\u4f53\u8ddf\u8e2a\u7684\u56e0\u679c\u6d4b\u91cf<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u8fd9\u4e9b\u65b9\u6cd5\u4e0e\u00a0<a href=\"https:\/\/attrisight.com\/zh\/%e6%95%b0%e6%8d%ae%e9%a9%b1%e5%8a%a8%e5%bd%92%e5%9b%a0%e6%a8%a1%e5%9e%8b%e6%9c%aa%e6%9d%a5%e8%90%a5%e9%94%80%e8%a1%a1%e9%87%8f\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6570\u636e\u9a71\u52a8\u7684\u5f52\u56e0\u6a21\u578b\uff1a\u8425\u9500\u6d4b\u91cf\u7684\u672a\u6765<\/a>\u5728\u5c0a\u91cd\u9690\u79c1\u7684\u524d\u63d0\u4e0b\uff0c\u63d0\u4f9b\u5148\u8fdb\u7684\u6d1e\u5bdf\u529b\u3002\n<h3 id=\"combined-measurement-approaches\" tabindex=\"-1\" data-source-line=\"447-447\"><span class=\"ez-toc-section\" id=\"Combined_Measurement_Approaches\"><\/span>\u7efc\u5408\u6d4b\u91cf\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u6700\u6709\u6548\u7684\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u5f80\u5f80\u7ed3\u5408\u4e86\u591a\u79cd\u65b9\u6cd5\uff1a\n<h4 id=\"unified-measurement-framework\" tabindex=\"-1\" data-source-line=\"451-451\"><span class=\"ez-toc-section\" id=\"Unified_Measurement_Framework\"><\/span>\u7edf\u4e00\u8861\u91cf\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"453-476\">\n<li data-source-line=\"453-458\">\n<strong>\u591a\u4fe1\u53f7\u96c6\u6210<\/strong>\n<ul data-source-line=\"454-458\">\n<li data-source-line=\"454-454\">\u7ed3\u5408\u7b2c\u4e00\u65b9\u6570\u636e\u3001\u6c47\u603b\u6570\u636e\u548c\u6a21\u578b\u6570\u636e<\/li>\n<li data-source-line=\"455-455\">\u4ece\u591a\u4e2a\u4fe1\u53f7\u521b\u5efa\u7efc\u5408\u5f52\u56e0\u89c6\u56fe<\/li>\n<li data-source-line=\"456-456\">\u6839\u636e\u53ef\u9760\u6027\u5bf9\u4e0d\u540c\u6570\u636e\u6e90\u8fdb\u884c\u52a0\u6743<\/li>\n<li data-source-line=\"457-458\">\u5c3d\u7ba1\u5b58\u5728\u4e2a\u4f53\u5c40\u9650\u6027\uff0c\u4f46\u4ecd\u8981\u5efa\u7acb\u5168\u9762\u7684\u8861\u91cf\u6807\u51c6<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"459-464\">\n<strong>\u540c\u610f-\u5206\u5c42\u5efa\u6a21<\/strong>\n<ul data-source-line=\"460-464\">\n<li data-source-line=\"460-460\">\u5bf9\u5f81\u5f97\u540c\u610f\u7684\u7528\u6237\u8fdb\u884c\u8be6\u7ec6\u6d4b\u91cf<\/li>\n<li data-source-line=\"461-461\">\u9488\u5bf9\u975e\u540c\u610f\u7528\u6237\u7684\u793a\u8303\u65b9\u6cd5<\/li>\n<li data-source-line=\"462-462\">\u8fde\u63a5\u4e0d\u540c\u6d4b\u91cf\u65b9\u6cd5\u7684\u7edf\u8ba1\u6280\u672f<\/li>\n<li data-source-line=\"463-464\">\u57fa\u4e8e\u6570\u636e\u8d28\u91cf\u7684\u7f6e\u4fe1\u5ea6\u52a0\u6743\u5f52\u56e0<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"465-470\">\n<strong>\u6df7\u5408\u5f52\u56e0\u8bbe\u8ba1<\/strong>\n<ul data-source-line=\"466-470\">\n<li data-source-line=\"466-466\">\u5728\u5141\u8bb8\u7684\u60c5\u51b5\u4e0b\uff0c\u89e6\u70b9\u7ea7\u5f52\u5c5e<\/li>\n<li data-source-line=\"467-467\">\u5bf9\u9690\u79c1\u53d7\u9650\u7684\u63a5\u89e6\u70b9\u8fdb\u884c\u6c47\u603b\u6d4b\u91cf<\/li>\n<li data-source-line=\"468-468\">\u901a\u8fc7\u6982\u7387\u5efa\u6a21\u7f29\u5c0f\u6d4b\u91cf\u5dee\u8ddd<\/li>\n<li data-source-line=\"469-470\">\u591a\u79cd\u6d4b\u91cf\u65b9\u6cd5\u7684\u4e09\u89d2\u6d4b\u91cf<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"471-476\">\n<strong>\u591a\u79cd\u65b9\u6cd5\u9a8c\u8bc1<\/strong>\n<ul data-source-line=\"472-476\">\n<li data-source-line=\"472-472\">\u4e0d\u540c\u5f52\u56e0\u65b9\u6cd5\u4e4b\u95f4\u7684\u4ea4\u53c9\u9a8c\u8bc1<\/li>\n<li data-source-line=\"473-473\">\u5229\u7528\u53d7\u63a7\u5b9e\u9a8c\u9a8c\u8bc1\u6a21\u578b\u5f52\u56e0<\/li>\n<li data-source-line=\"474-474\">\u6bd4\u8f83\u603b\u4f53\u548c\u4e2a\u4f53\u5c42\u9762\u7684\u89c1\u89e3<\/li>\n<li data-source-line=\"475-476\">\u901a\u8fc7\u65b9\u6cd5\u4e09\u89d2\u6d4b\u91cf\u5efa\u7acb\u4fe1\u5fc3<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"implementation-framework\" tabindex=\"-1\" data-source-line=\"477-477\"><span class=\"ez-toc-section\" id=\"Implementation_Framework\"><\/span>\u5b9e\u65bd\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u7efc\u5408\u5f52\u56e0\u65b9\u6cd5\u7684\u5b9e\u7528\u6846\u67b6\uff1a\n<ol data-source-line=\"481-504\">\n<li data-source-line=\"481-486\">\n<strong>\u4fe1\u53f7\u6e05\u5355\u7f16\u5236<\/strong>\n<ul data-source-line=\"482-486\">\n<li data-source-line=\"482-482\">\u5bf9\u6240\u6709\u53ef\u7528\u7684\u6d4b\u91cf\u4fe1\u53f7\u8fdb\u884c\u7f16\u76ee<\/li>\n<li data-source-line=\"483-483\">\u8bc4\u4f30\u6bcf\u4e2a\u4fe1\u53f7\u7684\u9690\u79c1\u5408\u89c4\u6027<\/li>\n<li data-source-line=\"484-484\">\u786e\u5b9a\u4fe1\u53f7\u8d28\u91cf\u548c\u53ef\u9760\u6027<\/li>\n<li data-source-line=\"485-486\">\u5c06\u4fe1\u53f7\u53ef\u7528\u6027\u4e0e\u5f52\u56e0\u9700\u6c42\u76f8\u5339\u914d<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"487-492\">\n<strong>\u6d4b\u91cf\u5c42\u8bbe\u8ba1<\/strong>\n<ul data-source-line=\"488-492\">\n<li data-source-line=\"488-488\">\u521b\u5efa\u5206\u5c42\u6d4b\u91cf\u67b6\u6784<\/li>\n<li data-source-line=\"489-489\">\u786e\u5b9a\u4e3b\u8981\u548c\u5907\u7528\u6d4b\u91cf\u65b9\u6cd5<\/li>\n<li data-source-line=\"490-490\">\u5b9e\u65bd\u9488\u5bf9\u9690\u79c1\u7684\u6d4b\u91cf\u8def\u5f84<\/li>\n<li data-source-line=\"491-492\">\u8bbe\u8ba1\u4fe1\u53f7\u96c6\u6210\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"493-498\">\n<strong>\u5f52\u56e0\u6a21\u578b\u9009\u62e9<\/strong>\n<ul data-source-line=\"494-498\">\n<li data-source-line=\"494-494\">\u6839\u636e\u73b0\u6709\u6570\u636e\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b<\/li>\n<li data-source-line=\"495-495\">\u5b9e\u65bd\u591a\u79cd\u4e92\u8865\u6a21\u5f0f<\/li>\n<li data-source-line=\"496-496\">\u8bbe\u8ba1\u6a21\u578b\u96c6\u6210\u65b9\u6cd5<\/li>\n<li data-source-line=\"497-498\">\u521b\u5efa\u7f6e\u4fe1\u5ea6\u8bc4\u5206\uff0c\u83b7\u53d6\u5f52\u56e0\u6d1e\u5bdf<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"499-504\">\n<strong>\u6301\u7eed\u9a8c\u8bc1\u6d41\u7a0b<\/strong>\n<ul data-source-line=\"500-504\">\n<li data-source-line=\"500-500\">\u5efa\u7acb\u6301\u7eed\u9a8c\u8bc1\u65b9\u6cd5<\/li>\n<li data-source-line=\"501-501\">\u5c06\u6a21\u578b\u8f93\u51fa\u4e0e\u5730\u9762\u5b9e\u51b5\u6570\u636e\u8fdb\u884c\u6bd4\u8f83<\/li>\n<li data-source-line=\"502-502\">\u5bf9\u5f52\u56e0\u65b9\u6cd5\u8fdb\u884c A\/B \u6d4b\u8bd5<\/li>\n<li data-source-line=\"503-504\">\u4e3a\u6539\u8fdb\u6a21\u578b\u5efa\u7acb\u53cd\u9988\u56de\u8def<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u8fd9\u79cd\u7efc\u5408\u65b9\u6cd5\u65e2\u80fd\u63d0\u4f9b\u6700\u5b8c\u6574\u7684\u5f52\u5c5e\u60c5\u51b5\uff0c\u53c8\u80fd\u5c0a\u91cd\u9690\u79c1\u539f\u5219\u3002\n<h2 id=\"implementation%3A-building-privacy-first-attribution\" tabindex=\"-1\" data-source-line=\"507-507\"><span class=\"ez-toc-section\" id=\"Implementation_Building_Privacy-First_Attribution\"><\/span>\u5b9e\u65bd\uff1a\u5efa\u7acb\u9690\u79c1\u4f18\u5148\u7684\u5f52\u5c5e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5b9e\u65bd\u9690\u79c1\u7b2c\u4e00\u7684\u5f52\u5c5e\u8981\u6c42\u6709\u7279\u5b9a\u7684\u6280\u672f\u65b9\u6cd5\u548c\u7ec4\u7ec7\u8003\u8651\u3002\n<h3 id=\"technical-implementation-approaches\" tabindex=\"-1\" data-source-line=\"511-511\"><span class=\"ez-toc-section\" id=\"Technical_Implementation_Approaches\"><\/span>\u6280\u672f\u5b9e\u65bd\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u6709\u51e0\u9879\u6280\u672f\u7b56\u7565\u652f\u6301\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\uff1a\n<h4 id=\"data-collection-architecture\" tabindex=\"-1\" data-source-line=\"515-515\"><span class=\"ez-toc-section\" id=\"Data_Collection_Architecture\"><\/span>\u6570\u636e\u6536\u96c6\u67b6\u6784<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u52a0\u5f3a\u9690\u79c1\u4fdd\u62a4\u7684\u5f52\u5c5e\u6570\u636e\u6536\u96c6\u65b9\u6cd5\uff1a\n<ol data-source-line=\"519-542\">\n<li data-source-line=\"519-524\">\n<strong>\u670d\u52a1\u5668\u7aef\u5b9e\u65bd<\/strong>\n<ul data-source-line=\"520-524\">\n<li data-source-line=\"520-520\">\u5c06\u8ddf\u8e2a\u4ece\u5ba2\u6237\u7aef\u73af\u5883\u8f6c\u79fb\u5230\u670d\u52a1\u5668\u73af\u5883<\/li>\n<li data-source-line=\"521-521\">\u901a\u8fc7\u670d\u52a1\u5668\u7aef\u5904\u7406\u63a7\u5236\u6570\u636e\u6536\u96c6<\/li>\n<li data-source-line=\"522-522\">\u96c6\u4e2d\u800c\u975e\u5728\u6d4f\u89c8\u5668\u4e2d\u5b9e\u65bd\u9690\u79c1\u89c4\u5219<\/li>\n<li data-source-line=\"523-524\">\u521b\u5efa\u66f4\u52a0\u4e00\u81f4\u7684\u9690\u79c1\u4fdd\u62a4\u6267\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"525-530\">\n<strong>\u7b2c\u4e00\u65b9\u6536\u96c6<\/strong>\n<ul data-source-line=\"526-530\">\n<li data-source-line=\"526-526\">\u5b9e\u65bd\u7b2c\u4e00\u65b9 cookie \u548c\u5b58\u50a8<\/li>\n<li data-source-line=\"527-527\">\u5728\u7b2c\u4e00\u65b9\u80cc\u666f\u4e0b\u5efa\u7acb\u5f52\u56e0<\/li>\n<li data-source-line=\"528-528\">\u5728\u7b2c\u4e00\u65b9\u57df\u4e0a\u521b\u5efa\u8ddf\u8e2a\u7aef\u70b9<\/li>\n<li data-source-line=\"529-530\">\u53d1\u5c55\u76f4\u63a5\u6d4b\u91cf\u5173\u7cfb<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"531-536\">\n<strong>\u6709\u610f\u8bc6\u7684\u6536\u96c6<\/strong>\n<ul data-source-line=\"532-536\">\n<li data-source-line=\"532-532\">\u5728\u6570\u636e\u6536\u96c6\u4e2d\u8fdb\u884c\u540c\u610f\u6838\u67e5<\/li>\n<li data-source-line=\"533-533\">\u6839\u636e\u6743\u9650\u5b9e\u65bd\u52a8\u6001\u8ddf\u8e2a<\/li>\n<li data-source-line=\"534-534\">\u521b\u5efa\u9488\u5bf9\u540c\u610f\u7684\u6536\u96c6\u8def\u5f84<\/li>\n<li data-source-line=\"535-536\">\u5728\u5904\u7406\u5c5e\u6027\u6570\u636e\u524d\u9a8c\u8bc1\u540c\u610f<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"537-542\">\n<strong>\u8fb9\u7f18\u8ba1\u7b97\u65b9\u6cd5<\/strong>\n<ul data-source-line=\"538-542\">\n<li data-source-line=\"538-538\">\u5904\u7406\u66f4\u63a5\u8fd1\u6e90\u5934\u7684\u5f52\u56e0\u6570\u636e<\/li>\n<li data-source-line=\"539-539\">\u5c3d\u91cf\u51cf\u5c11\u6570\u636e\u79fb\u52a8\u4ee5\u4fdd\u62a4\u9690\u79c1<\/li>\n<li data-source-line=\"540-540\">\u5c3d\u53ef\u80fd\u5728\u8bbe\u5907\u4e0a\u5b9e\u65bd\u5f52\u56e0<\/li>\n<li data-source-line=\"541-542\">\u521b\u5efa\u5206\u5e03\u5f0f\u5f52\u56e0\u80fd\u529b<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"data-management-implementation\" tabindex=\"-1\" data-source-line=\"543-543\"><span class=\"ez-toc-section\" id=\"Data_Management_Implementation\"><\/span>\u6570\u636e\u7ba1\u7406\u7684\u5b9e\u65bd<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u63d0\u9ad8\u5f52\u56e0\u6570\u636e\u5904\u7406\u9690\u79c1\u6027\u7684\u65b9\u6cd5\uff1a\n<ol data-source-line=\"547-570\">\n<li data-source-line=\"547-552\">\n<strong>\u6570\u636e\u6700\u5c0f\u5316\u6280\u672f<\/strong>\n<ul data-source-line=\"548-552\">\n<li data-source-line=\"548-548\">\u53ea\u6536\u96c6\u5fc5\u8981\u7684\u5f52\u56e0\u6570\u636e<\/li>\n<li data-source-line=\"549-549\">\u5b9e\u65bd\u5b9e\u5730\u6700\u5c0f\u5316<\/li>\n<li data-source-line=\"550-550\">\u521b\u5efa\u7279\u5b9a\u7528\u9014\u6570\u636e\u5b50\u96c6<\/li>\n<li data-source-line=\"551-552\">\u907f\u514d\u8fc7\u5ea6\u6536\u96c6\u6570\u636e<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"553-558\">\n<strong>\u533f\u540d\u5316\u5b9e\u65bd<\/strong>\n<ul data-source-line=\"554-558\">\n<li data-source-line=\"554-554\">\u5c06\u6807\u8bc6\u7b26\u4ece\u5f52\u5c5e\u6570\u636e\u4e2d\u5206\u79bb\u51fa\u6765<\/li>\n<li data-source-line=\"555-555\">\u5efa\u7acb\u6280\u672f\u548c\u7ec4\u7ec7\u4fdd\u969c<\/li>\n<li data-source-line=\"556-556\">\u5b9e\u65bd\u5bc6\u94a5\u5206\u79bb\u548c\u8bbf\u95ee\u63a7\u5236<\/li>\n<li data-source-line=\"557-558\">\u964d\u4f4e\u5f52\u56e0\u8fc7\u7a0b\u4e2d\u7684\u91cd\u65b0\u8bc6\u522b\u98ce\u9669<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"559-564\">\n<strong>\u81ea\u52a8\u5316\u6570\u636e\u751f\u547d\u5468\u671f\u7ba1\u7406<\/strong>\n<ul data-source-line=\"560-564\">\n<li data-source-line=\"560-560\">\u5b9e\u65bd\u9488\u5bf9\u5f52\u56e0\u7684\u4fdd\u7559\u653f\u7b56<\/li>\n<li data-source-line=\"561-561\">\u521b\u5efa\u81ea\u52a8\u6570\u636e\u5220\u9664\u7a0b\u5e8f<\/li>\n<li data-source-line=\"562-562\">\u5236\u5b9a\u4e0e\u76ee\u7684\u6302\u94a9\u7684\u4fdd\u7559\u671f<\/li>\n<li data-source-line=\"563-564\">\u5c06\u9690\u79c1\u7eb3\u5165\u6570\u636e\u7ba1\u7406\u81ea\u52a8\u5316<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"565-570\">\n<strong>\u9690\u79c1\u589e\u5f3a\u578b\u6570\u636e\u8bbf\u95ee<\/strong>\n<ul data-source-line=\"566-570\">\n<li data-source-line=\"566-566\">\u521b\u5efa\u57fa\u4e8e\u89d2\u8272\u7684\u5f52\u56e0\u6570\u636e\u8bbf\u95ee\u6743\u9650<\/li>\n<li data-source-line=\"567-567\">\u5b9e\u65bd\u6700\u5c0f\u6743\u9650\u539f\u5219<\/li>\n<li data-source-line=\"568-568\">\u5f00\u53d1\u9700\u8981\u77e5\u9053\u7684\u6570\u636e\u8bbf\u95ee\u6a21\u578b<\/li>\n<li data-source-line=\"569-570\">\u4e3a\u5c5e\u6027\u6570\u636e\u8bbf\u95ee\u5efa\u7acb\u5ba1\u8ba1\u8ddf\u8e2a<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"privacy-enhanced-technologies\" tabindex=\"-1\" data-source-line=\"571-571\"><span class=\"ez-toc-section\" id=\"Privacy-Enhanced_Technologies\"><\/span>\u9690\u79c1\u589e\u5f3a\u6280\u672f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u652f\u6301\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\u7684\u5177\u4f53\u6280\u672f\uff1a\n<ol data-source-line=\"575-598\">\n<li data-source-line=\"575-580\">\n<strong>\u9690\u79c1\u589e\u5f3a\u5206\u6790<\/strong>\n<ul data-source-line=\"576-580\">\n<li data-source-line=\"576-576\">\u8c37\u6b4c\u5206\u6790 4 \u7684\u9690\u79c1\u529f\u80fd<\/li>\n<li data-source-line=\"577-577\">\u670d\u52a1\u5668\u7aef\u5206\u6790\u5b9e\u65bd<\/li>\n<li data-source-line=\"578-578\">\u6ce8\u91cd\u9690\u79c1\u7684\u5206\u6790\u66ff\u4ee3\u65b9\u6848<\/li>\n<li data-source-line=\"579-580\">\u5b9a\u5236\u9690\u79c1\u589e\u5f3a\u6d4b\u91cf<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"581-586\">\n<strong>\u5177\u6709\u9690\u79c1\u529f\u80fd\u7684\u5ba2\u6237\u6570\u636e\u5e73\u53f0<\/strong>\n<ul data-source-line=\"582-586\">\n<li data-source-line=\"582-582\">\u540c\u610f\u548c\u504f\u597d\u7ba1\u7406<\/li>\n<li data-source-line=\"583-583\">\u5177\u6709\u9690\u79c1\u63a7\u5236\u529f\u80fd\u7684\u8eab\u4efd\u7ba1\u7406<\/li>\n<li data-source-line=\"584-584\">\u5904\u7406\u8d44\u6599\u5f53\u4e8b\u4eba\u7684\u8981\u6c42<\/li>\n<li data-source-line=\"585-586\">\u9690\u79c1\u589e\u5f3a\u8eab\u4efd\u8bc6\u522b<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"587-592\">\n<strong>\u540c\u610f\u7ba1\u7406\u5e73\u53f0<\/strong>\n<ul data-source-line=\"588-592\">\n<li data-source-line=\"588-588\">\u7ec6\u81f4\u7684\u540c\u610f\u6536\u96c6\u548c\u7ba1\u7406<\/li>\n<li data-source-line=\"589-589\">\u4e0e\u5f52\u56e0\u7cfb\u7edf\u96c6\u6210<\/li>\n<li data-source-line=\"590-590\">\u540c\u610f\u4fe1\u53f7\u5206\u914d<\/li>\n<li data-source-line=\"591-592\">\u504f\u597d\u548c\u540c\u610f\u8bb0\u5f55<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"593-598\">\n<strong>\u9690\u79c1\u4fdd\u62a4\u8ba1\u7b97<\/strong>\n<ul data-source-line=\"594-598\">\n<li data-source-line=\"594-594\">\u591a\u65b9\u5b89\u5168\u8ba1\u7b97<\/li>\n<li data-source-line=\"595-595\">\u7528\u4e8e\u79c1\u5bc6\u5206\u6790\u7684\u540c\u6001\u52a0\u5bc6<\/li>\n<li data-source-line=\"596-596\">\u8054\u5408\u5b66\u4e60\u6280\u672f<\/li>\n<li data-source-line=\"597-598\">\u52a0\u5f3a\u9690\u79c1\u4fdd\u62a4\u7684\u8ba1\u7b97\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u8fd9\u4e9b\u6280\u672f\u5b9e\u73b0\u4e3a\u5c0a\u91cd\u9690\u79c1\u7684\u5f52\u56e0\u7cfb\u7edf\u5960\u5b9a\u4e86\u57fa\u7840\uff0c\u4f7f\u7528\u7684\u65b9\u6cd5\u6982\u8ff0\u5982\u4e0b\u00a0<a href=\"https:\/\/attrisight.com\/zh\/%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%ab%af%e8%b7%9f%e8%b8%aa%e6%9c%aa%e6%9d%a5%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a\uff1a\u8425\u9500\u5f52\u56e0\u7684\u672a\u6765\uff1f<\/a>.\n<h3 id=\"organizational-implementation\" tabindex=\"-1\" data-source-line=\"601-601\"><span class=\"ez-toc-section\" id=\"Organizational_Implementation\"><\/span>\u7ec4\u7ec7\u5b9e\u65bd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9664\u6280\u672f\u5916\uff0c\u7ec4\u7ec7\u65b9\u6cd5\u5bf9\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u4e5f\u81f3\u5173\u91cd\u8981\uff1a\n<h4 id=\"privacy-governance-for-attribution\" tabindex=\"-1\" data-source-line=\"605-605\"><span class=\"ez-toc-section\" id=\"Privacy_Governance_for_Attribution\"><\/span>\u5f52\u5c5e\u9690\u79c1\u7ba1\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"607-630\">\n<li data-source-line=\"607-612\">\n<strong>\u5f52\u5c5e\u9690\u79c1\u6846\u67b6<\/strong>\n<ul data-source-line=\"608-612\">\n<li data-source-line=\"608-608\">\u5f52\u56e0\u6d3b\u52a8\u7684\u5177\u4f53\u9690\u79c1\u89c4\u5219<\/li>\n<li data-source-line=\"609-609\">\u5bf9\u6d4b\u91cf\u5b9e\u8df5\u8fdb\u884c\u660e\u786e\u7684\u7ba1\u7406<\/li>\n<li data-source-line=\"610-610\">\u8bb0\u5f55\u5f52\u5c5e\u7684\u9690\u79c1\u6807\u51c6<\/li>\n<li data-source-line=\"611-612\">\u5b9a\u671f\u5ba1\u67e5\u548c\u66f4\u65b0\u653f\u7b56<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"613-618\">\n<strong>\u8de8\u804c\u80fd\u76d1\u7763<\/strong>\n<ul data-source-line=\"614-618\">\n<li data-source-line=\"614-614\">\u8425\u9500\u548c\u9690\u79c1\u56e2\u961f\u5408\u4f5c<\/li>\n<li data-source-line=\"615-615\">\u5171\u540c\u627f\u62c5\u7b26\u5408\u8981\u6c42\u7684\u6d4b\u91cf\u8d23\u4efb<\/li>\n<li data-source-line=\"616-616\">\u5b9a\u671f\u8fdb\u884c\u5f52\u5c5e\u9690\u79c1\u5ba1\u67e5<\/li>\n<li data-source-line=\"617-618\">\u534f\u4f5c\u5f0f\u9690\u79c1\u8425\u9500\u51b3\u7b56<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"619-624\">\n<strong>\u4f9b\u5e94\u5546\u7ba1\u7406<\/strong>\n<ul data-source-line=\"620-624\">\n<li data-source-line=\"620-620\">\u5f52\u5c5e\u4f9b\u5e94\u5546\u9690\u79c1\u8bc4\u4f30<\/li>\n<li data-source-line=\"621-621\">\u660e\u786e\u7684\u5408\u540c\u9690\u79c1\u8981\u6c42<\/li>\n<li data-source-line=\"622-622\">\u6301\u7eed\u7684\u4f9b\u5e94\u5546\u9690\u79c1\u76d1\u63a7<\/li>\n<li data-source-line=\"623-624\">\u6ce8\u91cd\u9690\u79c1\u7684\u670d\u52a1\u6c34\u5e73\u534f\u8bae<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"625-630\">\n<strong>\u6587\u4ef6\u548c\u95ee\u8d23\u5236<\/strong>\n<ul data-source-line=\"626-630\">\n<li data-source-line=\"626-626\">\u660e\u786e\u5f52\u5c5e\u7684\u9690\u79c1\u6587\u4ef6<\/li>\n<li data-source-line=\"627-627\">\u9690\u79c1\u9009\u62e9\u7684\u51b3\u5b9a\u8bb0\u5f55<\/li>\n<li data-source-line=\"628-628\">\u5f52\u5c5e\u9690\u79c1\u7684\u8d23\u4efb\u5206\u914d<\/li>\n<li data-source-line=\"629-630\">\u53ef\u6838\u67e5\u7684\u5408\u89c4\u8bb0\u5f55<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"training-and-culture-development\" tabindex=\"-1\" data-source-line=\"631-631\"><span class=\"ez-toc-section\" id=\"Training_and_Culture_Development\"><\/span>\u57f9\u8bad\u4e0e\u6587\u5316\u53d1\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"633-656\">\n<li data-source-line=\"633-638\">\n<strong>\u5f52\u5c5e\u9690\u79c1\u57f9\u8bad<\/strong>\n<ul data-source-line=\"634-638\">\n<li data-source-line=\"634-634\">\u4e3a\u5f52\u56e0\u56e2\u961f\u63d0\u4f9b\u9488\u5bf9\u7279\u5b9a\u89d2\u8272\u7684\u9690\u79c1\u6559\u80b2<\/li>\n<li data-source-line=\"635-635\">\u5b9a\u671f\u66f4\u65b0\u4e0d\u65ad\u53d8\u5316\u7684\u9690\u79c1\u8981\u6c42<\/li>\n<li data-source-line=\"636-636\">\u7b26\u5408\u9690\u79c1\u6807\u51c6\u7684\u6d4b\u91cf\u5b9e\u7528\u6307\u5357<\/li>\n<li data-source-line=\"637-638\">\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u5b9e\u65bd\u6848\u4f8b\u7814\u7a76<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"639-644\">\n<strong>\u9690\u79c1\u4e0e\u8425\u9500\u5408\u4f5c<\/strong>\n<ul data-source-line=\"640-644\">\n<li data-source-line=\"640-640\">\u5efa\u7acb\u56e2\u961f\u4e4b\u95f4\u7684\u5408\u4f5c\u5173\u7cfb<\/li>\n<li data-source-line=\"641-641\">\u521b\u5efa\u5171\u540c\u76ee\u6807\u548c\u8861\u91cf\u6807\u51c6<\/li>\n<li data-source-line=\"642-642\">\u53d1\u5c55\u5171\u540c\u8bed\u8a00\u548c\u7406\u89e3<\/li>\n<li data-source-line=\"643-644\">\u5c31\u9690\u79c1\u548c\u8861\u91cf\u95ee\u9898\u5f00\u5c55\u6301\u7eed\u5bf9\u8bdd<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"645-650\">\n<strong>\u9690\u79c1\u536b\u58eb\u8ba1\u5212<\/strong>\n<ul data-source-line=\"646-650\">\n<li data-source-line=\"646-646\">\u8425\u9500\u90e8\u95e8\u6307\u5b9a\u7684\u9690\u79c1\u6743\u5021\u5bfc\u8005<\/li>\n<li data-source-line=\"647-647\">\u4e3a\u5f52\u5c5e\u9690\u79c1\u5021\u5bfc\u8005\u63d0\u4f9b\u989d\u5916\u57f9\u8bad<\/li>\n<li data-source-line=\"648-648\">\u4e3a\u7b26\u5408\u9690\u79c1\u6807\u51c6\u7684\u6d4b\u91cf\u63d0\u4f9b\u540c\u884c\u652f\u6301<\/li>\n<li data-source-line=\"649-650\">\u5f00\u53d1\u9488\u5bf9\u5f52\u5c5e\u7684\u9690\u79c1\u4e13\u4e1a\u77e5\u8bc6<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"651-656\">\n<strong>\u79ef\u6781\u4fdd\u62a4\u9690\u79c1\u7684\u6587\u5316<\/strong>\n<ul data-source-line=\"652-656\">\n<li data-source-line=\"652-652\">\u5bf9\u9690\u79c1\u4fdd\u62a4\u65b9\u6cd5\u7684\u8ba4\u53ef<\/li>\n<li data-source-line=\"653-653\">\u5e86\u795d\u9690\u79c1\u8425\u9500\u521b\u65b0<\/li>\n<li data-source-line=\"654-654\">\u5c06\u9690\u79c1\u878d\u5165\u8425\u9500\u4ef7\u503c\u89c2<\/li>\n<li data-source-line=\"655-656\">\u9886\u5bfc\u5c42\u652f\u6301\u9690\u79c1\u4f18\u5148\u5f52\u5c5e<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4 id=\"change-management-for-attribution\" tabindex=\"-1\" data-source-line=\"657-657\"><span class=\"ez-toc-section\" id=\"Change_Management_for_Attribution\"><\/span>\u5f52\u56e0\u53d8\u9769\u7ba1\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol data-source-line=\"659-682\">\n<li data-source-line=\"659-664\">\n<strong>\u5229\u76ca\u6538\u5173\u65b9\u6559\u80b2<\/strong>\n<ul data-source-line=\"660-664\">\n<li data-source-line=\"660-660\">\u5173\u4e8e\u5f52\u5c5e\u9690\u79c1\u53d8\u66f4\u7684\u6267\u884c\u7b80\u62a5<\/li>\n<li data-source-line=\"661-661\">\u9690\u79c1\u6f14\u53d8\u7684\u4e1a\u52a1\u5f71\u54cd\u5206\u6790<\/li>\n<li data-source-line=\"662-662\">\u5173\u4e8e\u65b0\u6d4b\u91cf\u65b9\u6cd5\u7684\u6559\u80b2\u4f1a\u8bae<\/li>\n<li data-source-line=\"663-664\">\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u6210\u529f\u6848\u4f8b\u7814\u7a76<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"665-670\">\n<strong>\u671f\u671b\u7ba1\u7406<\/strong>\n<ul data-source-line=\"666-670\">\n<li data-source-line=\"666-666\">\u660e\u786e\u6c9f\u901a\u4e0d\u65ad\u53d8\u5316\u7684\u80fd\u529b<\/li>\n<li data-source-line=\"667-667\">\u5bf9\u5f52\u56e0\u9650\u5236\u7684\u73b0\u5b9e\u8ba8\u8bba<\/li>\n<li data-source-line=\"668-668\">\u8bbe\u5b9a\u9002\u5f53\u7684\u51c6\u786e\u5ea6\u9884\u671f<\/li>\n<li data-source-line=\"669-670\">\u89e3\u91ca\u9690\u79c1\u6d4b\u91cf\u7684\u53d6\u820d<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"671-676\">\n<strong>\u8fc7\u6e21\u89c4\u5212<\/strong>\n<ul data-source-line=\"672-676\">\n<li data-source-line=\"672-672\">\u5206\u9636\u6bb5\u5b9e\u65bd\u9690\u79c1\u5f3a\u5316\u63aa\u65bd<\/li>\n<li data-source-line=\"673-673\">\u5f52\u56e0\u65b9\u6cd5\u7684\u5e76\u884c\u8fd0\u884c<\/li>\n<li data-source-line=\"674-674\">\u6709\u6761\u4e0d\u7d0a\u5730\u8fc1\u79fb\u5230\u9690\u79c1\u4f18\u5148\u7684\u8861\u91cf\u6807\u51c6<\/li>\n<li data-source-line=\"675-676\">\u5f52\u56e0\u53d8\u5316\u7684\u5e94\u6025\u8ba1\u5212<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"677-682\">\n<strong>\u6210\u529f\u8861\u91cf<\/strong>\n<ul data-source-line=\"678-682\">\n<li data-source-line=\"678-678\">\u5f52\u56e0\u7684\u9690\u79c1\u5408\u89c4\u6307\u6807<\/li>\n<li data-source-line=\"679-679\">\u589e\u5f3a\u9690\u79c1\u4fdd\u62a4\u7684\u5f52\u56e0\u6548\u679c<\/li>\n<li data-source-line=\"680-680\">\u5305\u542b\u9690\u79c1\u548c\u8861\u91cf\u7684\u5e73\u8861\u8ba1\u5206\u5361<\/li>\n<li data-source-line=\"681-682\">\u5f52\u56e0\u9690\u79c1\u7684\u6301\u7eed\u6539\u8fdb\u6307\u6807<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\u8fd9\u4e9b\u7ec4\u7ec7\u65b9\u6cd5\u53ef\u786e\u4fdd\u5c06\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\u878d\u5165\u516c\u53f8\u6587\u5316\u548c\u6d41\u7a0b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u7cfb\u7edf\u3002\n<h2 id=\"case-studies%3A-privacy-first-attribution-success-stories\" tabindex=\"-1\" data-source-line=\"685-685\"><span class=\"ez-toc-section\" id=\"Case_Studies_Privacy-First_Attribution_Success_Stories\"><\/span>\u6848\u4f8b\u7814\u7a76\uff1a\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u7684\u6210\u529f\u6848\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"retail-brand-transforms-measurement-approach\" tabindex=\"-1\" data-source-line=\"687-687\"><span class=\"ez-toc-section\" id=\"Retail_Brand_Transforms_Measurement_Approach\"><\/span>\u96f6\u552e\u54c1\u724c\u8f6c\u53d8\u8861\u91cf\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u516c\u53f8\u7b80\u4ecb<\/strong>:\u5e74\u6536\u5165 $5 \u4ebf\u7f8e\u5143\u7684\u591a\u6e20\u9053\u96f6\u552e\u5546\n<strong>\u9690\u79c1\u5f52\u5c5e\u6311\u6218<\/strong>:\u7531\u4e8e\u6d4f\u89c8\u5668\u9690\u79c1\u53d8\u66f4\u548c\u9690\u79c1\u6cd5\u89c4\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u8be5\u516c\u53f8\u9762\u4e34\u7740\u5f52\u56e0\u8986\u76d6\u7387\u4e0b\u964d\u7684\u95ee\u9898\uff0c\u8d85\u8fc7 40% \u7684\u65c5\u7a0b\u5728\u5176\u4f20\u7edf\u5f52\u56e0\u7cfb\u7edf\u4e2d\u53d8\u5f97\u4e0d\u53ef\u89c1\u3002\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>:\n<ol data-source-line=\"695-700\">\n<li data-source-line=\"695-695\">\u901a\u8fc7\u900f\u660e\u7684\u4ef7\u503c\u4ea4\u6362\u5b9e\u65bd\u7b2c\u4e00\u65b9\u6570\u636e\u6218\u7565<\/li>\n<li data-source-line=\"696-696\">\u6839\u636e\u540c\u610f\u7ea7\u522b\u5f00\u53d1\u5206\u5c42\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"697-697\">\u4e3a\u4e0d\u53ef\u8ffd\u8e2a\u7684\u63a5\u89e6\u70b9\u521b\u5efa\u9884\u6d4b\u6a21\u578b<\/li>\n<li data-source-line=\"698-698\">\u5efa\u7acb\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a\u57fa\u7840\u8bbe\u65bd\uff0c\u7528\u4e8e\u9690\u79c1\u589e\u5f3a\u6d4b\u91cf<\/li>\n<li data-source-line=\"699-700\">\u5b9e\u65bd\u5a92\u4f53\u7ec4\u5408\u5efa\u6a21\u4ee5\u8865\u5145\u76f4\u63a5\u5f52\u56e0<\/li>\n<\/ol>\n<strong>\u6210\u679c<\/strong>:\n<ul data-source-line=\"702-707\">\n<li data-source-line=\"702-702\">\u5c3d\u7ba1\u6d4f\u89c8\u5668\u9690\u79c1\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u4f46\u4ecd\u4fdd\u6301\u4e86 85% \u7684\u5f52\u5c5e\u8303\u56f4<\/li>\n<li data-source-line=\"703-703\">\u901a\u8fc7\u900f\u660e\u7684\u4ef7\u503c\u4e3b\u5f20\uff0c\u5b9e\u73b0\u4e86 62% \u7684\u9009\u62e9\u52a0\u5165\u7387<\/li>\n<li data-source-line=\"704-704\">\u964d\u4f4e\u9690\u79c1\u5408\u89c4\u98ce\u9669\uff0c\u540c\u65f6\u4fdd\u6301\u6d4b\u91cf\u51c6\u786e\u6027<\/li>\n<li data-source-line=\"705-705\">\u901a\u8fc7\u589e\u5f3a\u5efa\u6a21\uff0c\u53d1\u73b0\u4ee5\u524d\u9690\u85cf\u7684\u6e20\u9053\u5f71\u54cd<\/li>\n<li data-source-line=\"706-707\">\u8bc1\u660e 22% \u901a\u8fc7\u7efc\u5408\u65b9\u6cd5\u66f4\u51c6\u786e\u5730\u5206\u914d\u9884\u7b97<\/li>\n<\/ul>\n<strong>\u4e3b\u8981\u5b66\u4e60\u5185\u5bb9<\/strong>:\"\u8425\u9500\u5206\u6790\u603b\u76d1\u89e3\u91ca\u8bf4\uff1a\"\u6211\u4eec\u4e0d\u518d\u4e0e\u9690\u79c1\u8d8b\u52bf\u4f5c\u6597\u4e89\uff0c\u800c\u662f\u5c06\u5176\u4f5c\u4e3a\u5efa\u7acb\u66f4\u597d\u6d4b\u91cf\u7684\u673a\u4f1a\u3002\"\u901a\u8fc7\u5c06\u7b2c\u4e00\u65b9\u5173\u7cfb\u3001\u900f\u660e\u7684\u5b9e\u8df5\u548c\u590d\u6742\u7684\u5efa\u6a21\u76f8\u7ed3\u5408\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u63d0\u9ad8\u4e86\u6211\u4eec\u7684\u5f52\u56e0\u80fd\u529b\uff0c\u540c\u65f6\u589e\u5f3a\u4e86\u5ba2\u6237\u7684\u4fe1\u4efb\u3002\n<h3 id=\"b2b-technology-company-implements-consent-based-attribution\" tabindex=\"-1\" data-source-line=\"711-711\"><span class=\"ez-toc-section\" id=\"B2B_Technology_Company_Implements_Consent-Based_Attribution\"><\/span>B2B \u6280\u672f\u516c\u53f8\u5b9e\u65bd\u57fa\u4e8e\u540c\u610f\u7684\u5f52\u56e0\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u516c\u53f8\u7b80\u4ecb<\/strong>:\u5168\u7403\u4f01\u4e1a\u8f6f\u4ef6\u4f9b\u5e94\u5546\n<strong>\u9690\u79c1\u5f52\u5c5e\u6311\u6218<\/strong>:\u8be5\u516c\u53f8\u5728\u9690\u79c1\u6cd5\u89c4\u4e25\u683c\u7684\u5730\u533a\u5f00\u5c55\u4e1a\u52a1\uff0c\u56e0\u6b64\u9700\u8981\u4fdd\u6301\u5f52\u56e0\u529f\u80fd\uff0c\u540c\u65f6\u786e\u4fdd\u4e0d\u540c\u5e02\u573a\u7684\u6cd5\u89c4\u5408\u89c4\u6027\u3002\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>:\n<ol data-source-line=\"719-724\">\n<li data-source-line=\"719-719\">\u521b\u5efa\u57fa\u4e8e\u540c\u610f\u7684\u5f52\u5c5e\u6846\u67b6\uff0c\u63d0\u4f9b\u7ec6\u5316\u9009\u9879<\/li>\n<li data-source-line=\"720-720\">\u4e3a\u8ba4\u8bc1\u7528\u6237\u5b9e\u65bd\u7b2c\u4e00\u65b9\u8eab\u4efd\u7cfb\u7edf<\/li>\n<li data-source-line=\"721-721\">\u5229\u7528\u9690\u79c1\u8bbe\u8ba1\u67b6\u6784\u5f00\u53d1\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a\u529f\u80fd<\/li>\n<li data-source-line=\"722-722\">\u4e3a\u5f52\u56e0\u5dee\u8ddd\u5efa\u7acb\u7edf\u8ba1\u6a21\u578b<\/li>\n<li data-source-line=\"723-724\">\u521b\u5efa\u7edf\u4e00\u7684\u6d4b\u91cf\u65b9\u6cd5\uff0c\u5c06\u540c\u610f\u6570\u636e\u548c\u6a21\u578b\u6570\u636e\u7ed3\u5408\u8d77\u6765<\/li>\n<\/ol>\n<strong>\u6210\u679c<\/strong>:\n<ul data-source-line=\"726-731\">\n<li data-source-line=\"726-726\">\u5728\u5168\u7403\u5e02\u573a\u5168\u9762\u5b9e\u73b0\u9690\u79c1\u5408\u89c4<\/li>\n<li data-source-line=\"727-727\">\u5728\u540c\u610f\u7528\u6237\u4e2d\u4fdd\u6301 78% \u76f4\u63a5\u5f52\u5c5e\u8986\u76d6\u7387<\/li>\n<li data-source-line=\"728-728\">\u4e3a\u975e\u540c\u610f\u533a\u6bb5\u5f00\u53d1\u4e86\u5177\u6709 83% \u7cbe\u786e\u5ea6\u7684\u6a21\u578b<\/li>\n<li data-source-line=\"729-729\">\u964d\u4f4e\u76d1\u7ba1\u98ce\u9669\uff0c\u540c\u65f6\u4fdd\u6301\u6d4b\u91cf\u80fd\u529b<\/li>\n<li data-source-line=\"730-731\">\u901a\u8fc7\u900f\u660e\u7684\u5f52\u5c5e\u5b9e\u8df5\u63d0\u9ad8\u4fe1\u4efb\u5ea6<\/li>\n<\/ul>\n<strong>\u4e3b\u8981\u5b66\u4e60\u5185\u5bb9<\/strong>:\"\u8425\u9500\u6280\u672f\u4e3b\u7ba1\u6307\u51fa\uff1a\"\u5173\u952e\u7684\u89c1\u89e3\u662f\uff0c\u9690\u79c1\u548c\u5f52\u56e0\u5e76\u4e0d\u662f\u5bf9\u7acb\u7684\u3002\"\u901a\u8fc7\u56f4\u7ed5\u7528\u6237\u540c\u610f\u8fdb\u884c\u6d4b\u91cf\uff0c\u5e76\u8f85\u4ee5\u9690\u79c1\u4fdd\u62a4\u5efa\u6a21\uff0c\u6211\u4eec\u521b\u9020\u4e86\u4e00\u79cd\u53ef\u6301\u7eed\u7684\u65b9\u6cd5\uff0c\u5b9e\u9645\u4e0a\u6bd4\u6211\u4eec\u4ee5\u524d\u7684\u65b9\u6cd5\u63d0\u4f9b\u4e86\u66f4\u53ef\u9760\u7684\u89c1\u89e3\u3002\n<h3 id=\"consumer-brand-implements-privacy-enhanced-analytics\" tabindex=\"-1\" data-source-line=\"735-735\"><span class=\"ez-toc-section\" id=\"Consumer_Brand_Implements_Privacy-Enhanced_Analytics\"><\/span>\u6d88\u8d39\u54c1\u724c\u5b9e\u65bd\u9690\u79c1\u589e\u5f3a\u5206\u6790\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u516c\u53f8\u7b80\u4ecb<\/strong>:\u76f4\u63a5\u9762\u5411\u6d88\u8d39\u8005\u7684\u54c1\u724c\uff0c\u62e5\u6709\u6ce8\u91cd\u9690\u79c1\u7684\u5ba2\u6237\u7fa4\n<strong>\u9690\u79c1\u5f52\u5c5e\u6311\u6218<\/strong>:\u8be5\u54c1\u724c\u7684\u76ee\u6807\u53d7\u4f17\u5177\u6709\u9ad8\u5ea6\u7684\u9690\u79c1\u610f\u8bc6\uff0c\u8d85\u8fc7 65% \u7684\u53d7\u4f17\u4f7f\u7528\u5e7f\u544a\u62e6\u622a\u5668\u6216\u9690\u79c1\u6d4f\u89c8\u5668\uff0c\u8fd9\u7ed9\u6d4b\u91cf\u5de5\u4f5c\u5e26\u6765\u4e86\u5de8\u5927\u6311\u6218\u3002\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>:\n<ol data-source-line=\"743-748\">\n<li data-source-line=\"743-743\">\u8f6c\u5411\u670d\u52a1\u5668\u7aef\u5206\u6790\u5b9e\u65bd<\/li>\n<li data-source-line=\"744-744\">\u901a\u8fc7\u900f\u660e\u7684\u4ef7\u503c\u4ea4\u6362\u5efa\u7acb\u7b2c\u4e00\u65b9\u6570\u636e\u5173\u7cfb<\/li>\n<li data-source-line=\"745-745\">\u5b9e\u65bd\u9690\u79c1\u4fdd\u62a4\u5f52\u5c5e\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u96c6\u6210<\/li>\n<li data-source-line=\"746-746\">\u4e3a\u672a\u8bc6\u522b\u7528\u6237\u521b\u5efa\u57fa\u4e8e\u961f\u5217\u7684\u6d4b\u91cf\u65b9\u6cd5<\/li>\n<li data-source-line=\"747-748\">\u5f00\u53d1\u51fa\u7ed3\u5408\u591a\u79cd\u9690\u79c1\u53cb\u597d\u65b9\u6cd5\u7684\u6df7\u5408\u5f52\u56e0\u65b9\u6cd5<\/li>\n<\/ol>\n<strong>\u6210\u679c<\/strong>:\n<ul data-source-line=\"750-755\">\n<li data-source-line=\"750-750\">\u8ddf\u8e2a\u8f6c\u6362\u5f52\u56e0\u4ece 35% \u589e\u52a0\u5230 72%<\/li>\n<li data-source-line=\"751-751\">\u901a\u8fc7\u5c0a\u91cd\u9690\u79c1\u7684\u65b9\u5f0f\u5efa\u7acb\u66f4\u7262\u56fa\u7684\u5ba2\u6237\u5173\u7cfb<\/li>\n<li data-source-line=\"752-752\">\u901a\u8fc7\u7efc\u5408\u65b9\u6cd5\u5236\u5b9a\u66f4\u51c6\u786e\u7684\u6e20\u9053\u4f30\u503c<\/li>\n<li data-source-line=\"753-753\">\u51cf\u5c11\u5bf9\u7b2c\u4e09\u65b9\u8ffd\u8e2a\u6280\u672f\u7684\u4f9d\u8d56<\/li>\n<li data-source-line=\"754-755\">\u521b\u5efa\u7b26\u5408\u54c1\u724c\u4ef7\u503c\u7684\u9690\u79c1\u4f18\u5148\u8861\u91cf\u65b9\u6cd5<\/li>\n<\/ul>\n<strong>\u4e3b\u8981\u5b66\u4e60\u5185\u5bb9<\/strong>:\"\u9996\u5e2d\u8425\u9500\u5b98\u89e3\u91ca\u8bf4\uff1a\"\u6211\u4eec\u5c06\u9690\u79c1\u4ece\u8861\u91cf\u969c\u788d\u8f6c\u53d8\u4e3a\u7ade\u4e89\u4f18\u52bf\u3002\"\u901a\u8fc7\u4f7f\u6211\u4eec\u7684\u5f52\u56e0\u65b9\u6cd5\u4e0e\u5ba2\u6237\u7684\u9690\u79c1\u671f\u671b\u76f8\u4e00\u81f4\uff0c\u6211\u4eec\u4e0d\u4ec5\u6539\u8fdb\u4e86\u6d4b\u91cf\u65b9\u6cd5\uff0c\u8fd8\u52a0\u5f3a\u4e86\u6211\u4eec\u7684\u54c1\u724c\u58f0\u8a89\u548c\u5ba2\u6237\u5173\u7cfb\"\u3002\n<h2 id=\"expert-perspectives%3A-the-future-of-privacy-first-attribution\" tabindex=\"-1\" data-source-line=\"759-759\"><span class=\"ez-toc-section\" id=\"Expert_Perspectives_The_Future_of_Privacy-First_Attribution\"><\/span>\u4e13\u5bb6\u89c6\u89d2\uff1a\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u7684\u672a\u6765<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u884c\u4e1a\u9886\u5bfc\u8005\u5206\u4eab\u4ed6\u4eec\u5bf9\u5c0a\u91cd\u9690\u79c1\u7684\u5f52\u56e0\u6f14\u53d8\u7684\u89c1\u89e3\uff1a\n<h3 id=\"privacy-as-competitive-advantage\" tabindex=\"-1\" data-source-line=\"763-763\"><span class=\"ez-toc-section\" id=\"Privacy_as_Competitive_Advantage\"><\/span>\u9690\u79c1\u662f\u7ade\u4e89\u4f18\u52bf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u201c\u5177\u6709\u524d\u77bb\u6027\u601d\u7ef4\u7684\u8425\u9500\u4eba\u5458\u610f\u8bc6\u5230\uff0c\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u4e0d\u4ec5\u5173\u4e4e\u5408\u89c4\u6027\uff0c\u66f4\u5173\u4e4e\u7ade\u4e89\u4f18\u52bf\uff0c\u201d\u4e00\u5bb6\u5168\u7403\u8425\u9500\u673a\u6784\u7684\u9996\u5e2d\u9690\u79c1\u5b98\u838e\u62c9\u00b7\u7ea6\u7ff0\u900a\u5efa\u8bae\u9053\u3002\u201c\u6d88\u8d39\u8005\u8d8a\u6765\u8d8a\u591a\u5730\u6839\u636e\u9690\u79c1\u5b9e\u8df5\u505a\u51fa\u9009\u62e9\uff0c\u800c\u901a\u8fc7\u8861\u91cf\u65b9\u6cd5\u5c55\u73b0\u5c0a\u91cd\u7684\u54c1\u724c\u80fd\u591f\u5efa\u7acb\u66f4\u5f3a\u7684\u4fe1\u4efb\u548c\u5fe0\u8bda\u5ea6\u3002\u6700\u6210\u529f\u7684\u7ec4\u7ec7\u662f\u90a3\u4e9b\u5c06\u9690\u79c1\u89c6\u4e3a\u5851\u9020\u5176\u6574\u4e2a\u8861\u91cf\u65b9\u6cd5\u7684\u6838\u5fc3\u4ef7\u503c\u800c\u975e\u7ea6\u675f\u7684\u7ec4\u7ec7\u3002\u201d\n<h3 id=\"balanced-measurement-portfolios\" tabindex=\"-1\" data-source-line=\"767-767\"><span class=\"ez-toc-section\" id=\"Balanced_Measurement_Portfolios\"><\/span>\u5e73\u8861\u6d4b\u91cf\u7ec4\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u201c\u672a\u6765\u5e76\u975e\u5728\u4e8e\u627e\u5230\u4e00\u79cd\u5b8c\u7f8e\u4e14\u9690\u79c1\u53cb\u597d\u7684\u5f52\u56e0\u65b9\u6cd5\uff0c\u800c\u662f\u5728\u4e8e\u6784\u5efa\u5747\u8861\u7684\u6d4b\u91cf\u7ec4\u5408\uff0c\u201d\u4e00\u5bb6\u5927\u578b\u79d1\u6280\u516c\u53f8\u7684\u6570\u636e\u79d1\u5b66\u603b\u76d1 David Chen \u6307\u51fa\u3002\u201c\u6210\u529f\u7684\u7ec4\u7ec7\u6b63\u5728\u5b9e\u65bd\u591a\u79cd\u4e92\u8865\u7684\u65b9\u6cd5\uff1a\u5c3d\u53ef\u80fd\u57fa\u4e8e\u540c\u610f\u7684\u76f4\u63a5\u6d4b\u91cf\u3001\u9488\u5bf9\u7b2c\u4e00\u65b9\u6570\u636e\u7684\u9690\u79c1\u589e\u5f3a\u6280\u672f\uff0c\u4ee5\u53ca\u7528\u4e8e\u586b\u8865\u4e0d\u53ef\u907f\u514d\u7684\u5dee\u8ddd\u7684\u590d\u6742\u5efa\u6a21\u3002\u8fd9\u79cd\u591a\u5143\u5316\u7684\u65b9\u6cd5\u80fd\u591f\u62b5\u5fa1\u6301\u7eed\u7684\u9690\u79c1\u6f14\u53d8\uff0c\u540c\u65f6\u4fdd\u6301\u5173\u952e\u7684\u6d4b\u91cf\u80fd\u529b\u3002\u201d\n<h3 id=\"from-tracking-to-understanding\" tabindex=\"-1\" data-source-line=\"771-771\"><span class=\"ez-toc-section\" id=\"From_Tracking_to_Understanding\"><\/span>\u4ece\u8ddf\u8e2a\u5230\u4e86\u89e3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\"\u8425\u9500\u6d4b\u91cf\u987e\u95ee\u8fc8\u514b\u5c14-\u5a01\u5ec9\u59c6\u65af\uff08Michael Williams\uff09\u89e3\u91ca\u8bf4\uff1a\"\u6211\u4eec\u6b63\u5728\u89c1\u8bc1\u4ece\u57fa\u4e8e\u8ddf\u8e2a\u7684\u5f52\u56e0\u5230\u57fa\u4e8e\u7406\u89e3\u7684\u5f52\u56e0\u7684\u6839\u672c\u6027\u8f6c\u53d8\u3002\"\u9886\u5148\u7684\u4f01\u4e1a\u6b63\u5728\u6df1\u5165\u4e86\u89e3\u53d7\u4f17\u7684\u884c\u4e3a\u6a21\u5f0f\u3001\u5185\u5bb9\u53c2\u4e0e\u4fe1\u53f7\u548c\u4e0a\u4e0b\u6587\u6307\u6807\uff0c\u800c\u4e0d\u662f\u8bd5\u56fe\u8ddf\u8e2a\u4e92\u8054\u7f51\u4e0a\u7684\u6bcf\u4e00\u4e2a\u7528\u6237\u3002\u8fd9\u79cd\u8f6c\u53d8\u5b9e\u9645\u4e0a\u662f\u901a\u8fc7\u5173\u6ce8\u6709\u610f\u4e49\u7684\u6a21\u5f0f\u800c\u4e0d\u662f\u76d1\u63a7\u6765\u6539\u5584\u5f52\u56e0\uff0c\u4ece\u800c\u521b\u5efa\u66f4\u9690\u79c1\u53cb\u597d\u4e14\u901a\u5e38\u66f4\u51c6\u786e\u7684\u6d4b\u91cf\u3002\n<h3 id=\"privacy-marketing-partnership\" tabindex=\"-1\" data-source-line=\"775-775\"><span class=\"ez-toc-section\" id=\"Privacy-Marketing_Partnership\"><\/span>\u9690\u79c1\u4e0e\u8425\u9500\u5408\u4f5c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\"\u4e00\u5bb6\u9886\u5148\u96f6\u552e\u5546\u7684\u9690\u79c1\u5de5\u7a0b\u8d1f\u8d23\u4eba\u827e\u7c73\u4e3d-\u7f57\u5fb7\u91cc\u683c\u65af\uff08Emily Rodriguez\uff09\u8bf4\uff1a\"\u6700\u6210\u529f\u7684\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u5b9e\u65bd\u6765\u81ea\u9690\u79c1\u548c\u8425\u9500\u56e2\u961f\u4e4b\u95f4\u771f\u6b63\u7684\u5408\u4f5c\u3002\"\u5f53\u8fd9\u4e9b\u804c\u80fd\u90e8\u95e8\u76f8\u4e92\u534f\u4f5c\u800c\u4e0d\u662f\u76f8\u4e92\u7ade\u4e89\u65f6\uff0c\u4ed6\u4eec\u5c31\u80fd\u5f00\u53d1\u51fa\u65e2\u6709\u5229\u4e8e\u9690\u79c1\u4fdd\u62a4\u53c8\u6709\u5229\u4e8e\u8861\u91cf\u76ee\u6807\u7684\u521b\u65b0\u65b9\u6cd5\u3002\u8fd9\u9700\u8981\u8fd9\u4e9b\u4f20\u7edf\u4e0a\u76f8\u4e92\u72ec\u7acb\u7684\u5b66\u79d1\u4e4b\u95f4\u5bf9\u5171\u540c\u76ee\u6807\u3001\u5171\u540c\u8bed\u8a00\u548c\u76f8\u4e92\u5c0a\u91cd\u505a\u51fa\u7ec4\u7ec7\u627f\u8bfa\"\u3002\n<h2 id=\"faqs\" tabindex=\"-1\" data-source-line=\"3-3\"><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"will-privacy-first-attribution-reduce-my-measurement-accuracy%3F\" tabindex=\"-1\" data-source-line=\"5-5\"><span class=\"ez-toc-section\" id=\"Will_privacy-first_attribution_reduce_my_measurement_accuracy\"><\/span>\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u4f1a\u964d\u4f4e\u6211\u7684\u6d4b\u91cf\u51c6\u786e\u6027\u5417\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u867d\u7136\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u53ef\u80fd\u4f1a\u5e26\u6765\u4e00\u4e9b\u8861\u91cf\u6743\u8861\uff0c\u4f46\u5176\u5f71\u54cd\u901a\u5e38\u6ca1\u6709\u4eba\u4eec\u62c5\u5fc3\u7684\u90a3\u4e48\u5927\u3002\u6839\u636e\u672c\u6587\u524d\u9762\u63d0\u5230\u7684 Gartner \u7814\u7a76\uff0c\u5b9e\u65bd\u4ee5\u9690\u79c1\u4e3a\u4e2d\u5fc3\u7684\u8861\u91cf\u65b9\u6cd5\u7684\u7ec4\u7ec7\u901a\u5e38\u53ea\u4f1a\u5728\u5f52\u56e0\u51c6\u786e\u5ea6\u4e0a\u964d\u4f4e 10-20%\uff0c\u540c\u65f6\u663e\u8457\u964d\u4f4e\u5408\u89c4\u98ce\u9669\u5e76\u5efa\u7acb\u6d88\u8d39\u8005\u4fe1\u4efb\u3002\u201c\u5173\u952e\u5728\u4e8e\u5b9e\u65bd\u4e00\u4e2a\u5e73\u8861\u7684\u8861\u91cf\u6846\u67b6\uff0c\u201d\u4e00\u5bb6\u9886\u5148\u5206\u6790\u516c\u53f8\u7684\u6570\u636e\u79d1\u5b66\u603b\u76d1 Rebecca Manson \u535a\u58eb\u89e3\u91ca\u8bf4\u3002\u201c\u901a\u8fc7\u7ed3\u5408\u591a\u79cd\u5c0a\u91cd\u9690\u79c1\u7684\u65b9\u6cd5\u2014\u2014\u4f8b\u5982\u7b2c\u4e00\u65b9\u6570\u636e\u3001\u805a\u5408\u8861\u91cf\u548c\u9ad8\u7ea7\u5efa\u6a21\u2014\u2014\u5927\u591a\u6570\u7ec4\u7ec7\u53ef\u4ee5\u5728\u5b8c\u5168\u5c0a\u91cd\u9690\u79c1\u8981\u6c42\u7684\u540c\u65f6\uff0c\u4fdd\u6301 80-90% \u7684\u5f52\u56e0\u6d1e\u5bdf\u3002\u201d\u4e3b\u52a8\u91c7\u7528\u9690\u79c1\u4f18\u5148\u8861\u91cf\u7684\u7ec4\u7ec7\u901a\u5e38\u4f1a\u53d1\u73b0\uff0c\u968f\u7740\u91cd\u70b9\u4ece\u8ddf\u8e2a\u6bcf\u6b21\u4e92\u52a8\u8f6c\u79fb\u5230\u7406\u89e3\u80fd\u591f\u63a8\u52a8\u771f\u6b63\u4e1a\u52a1\u5f71\u54cd\u7684\u6709\u610f\u4e49\u7684\u6a21\u5f0f\uff0c\u4ed6\u4eec\u7684\u6574\u4f53\u8425\u9500\u6548\u679c\u5f97\u5230\u4e86\u63d0\u9ad8\u3002\n<h3 id=\"how-can-i-balance-regulatory-compliance-with-effective-attribution%3F\" tabindex=\"-1\" data-source-line=\"13-13\"><span class=\"ez-toc-section\" id=\"How_can_I_balance_regulatory_compliance_with_effective_attribution\"><\/span>\u5982\u4f55\u5728\u9075\u5b88\u6cd5\u89c4\u548c\u6709\u6548\u5f52\u56e0\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u5e73\u8861\u5408\u89c4\u6027\u548c\u5f52\u56e0\u6709\u6548\u6027\u9700\u8981\u91c7\u53d6\u4e00\u79cd\u6218\u7565\u6027\u65b9\u6cd5\uff0c\u5c06\u9690\u79c1\u8003\u91cf\u878d\u5165\u60a8\u7684\u6574\u4e2a\u8861\u91cf\u6846\u67b6\u3002\u9996\u5148\uff0c\u5bf9\u60a8\u5f53\u524d\u7684\u5f52\u56e0\u5b9e\u8df5\u8fdb\u884c\u5168\u9762\u7684\u9690\u79c1\u5f71\u54cd\u8bc4\u4f30\uff0c\u8bc6\u522b\u9ad8\u98ce\u9669\u9886\u57df\u548c\u5408\u89c4\u6027\u5dee\u8ddd\u3002\u201c\u4e0d\u8981\u5c06\u5408\u89c4\u6027\u548c\u5f52\u56e0\u89c6\u4e3a\u5bf9\u7acb\u7684\u529b\u91cf\uff0c\u201d\u4e00\u5bb6\u5168\u7403\u673a\u6784\u7684\u9996\u5e2d\u9690\u79c1\u5b98\u57c3\u7433\u5a1c\u00b7\u7f57\u5fb7\u91cc\u683c\u65af (Elena Rodriguez) \u5efa\u8bae\u9053\u3002\u201c\u76f8\u53cd\uff0c\u8bbe\u8ba1\u8861\u91cf\u65b9\u6cd5\u65f6\uff0c\u8981\u4ee5\u9690\u79c1\u4e3a\u57fa\u7840\uff0c\u800c\u4e0d\u662f\u4e8b\u540e\u8bf8\u845b\u4eae\u3002\u8fd9\u610f\u5473\u7740\u4ece\u4e00\u5f00\u59cb\u5c31\u8981\u5b9e\u65bd\u6570\u636e\u6700\u5c0f\u5316\u539f\u5219\u3001\u76ee\u7684\u9650\u5236\u63a7\u5236\u548c\u660e\u786e\u7684\u540c\u610f\u673a\u5236\u3002\u201d \u5b9e\u9645\u6b65\u9aa4\u5305\u62ec\uff1a\n<ol data-source-line=\"21-26\">\n<li data-source-line=\"21-21\">\u521b\u5efa\u4e00\u4e2a\u8de8\u804c\u80fd\u56e2\u961f\uff0c\u6210\u5458\u5305\u62ec\u8425\u9500\u3001\u6570\u636e\u79d1\u5b66\u548c\u9690\u79c1\u65b9\u9762\u7684\u4e13\u5bb6<\/li>\n<li data-source-line=\"22-22\">\u5236\u5b9a\u7b26\u5408\u4e0d\u540c\u540c\u610f\u7ea7\u522b\u7684\u5206\u5c42\u8861\u91cf\u65b9\u6cd5<\/li>\n<li data-source-line=\"23-23\">\u5b9e\u65bd\u6709\u660e\u786e\u9650\u5236\u7684\u7279\u5b9a\u76ee\u7684\u6570\u636e\u6536\u96c6<\/li>\n<li data-source-line=\"24-24\">\u9488\u5bf9\u8ffd\u8e2a\u6743\u9650\u6709\u9650\u7684\u60c5\u51b5\u8bbe\u8ba1\u540e\u5907\u6d4b\u91cf\u65b9\u6cd5<\/li>\n<li data-source-line=\"25-26\">\u8bb0\u5f55\u5f52\u56e0\u65b9\u6cd5\u7684\u5408\u89c4\u7406\u7531<\/li>\n<\/ol>\n\u901a\u8fc7\u5c06\u9690\u79c1\u4f5c\u4e3a\u6838\u5fc3\u8bbe\u8ba1\u539f\u5219\u800c\u975e\u9650\u5236\u56e0\u7d20\uff0c\u60a8\u53ef\u4ee5\u5f00\u53d1\u51fa\u65e2\u80fd\u6ee1\u8db3\u76d1\u7ba1\u8981\u6c42\uff0c\u53c8\u80fd\u63d0\u4f9b\u53ef\u884c\u8425\u9500\u6d1e\u5bdf\u7684\u5f52\u56e0\u7cfb\u7edf\u3002\n<h3 id=\"what-types-of-data-can-i-still-use-for-attribution-in-a-privacy-first-world%3F\" tabindex=\"-1\" data-source-line=\"29-29\"><span class=\"ez-toc-section\" id=\"What_types_of_data_can_I_still_use_for_attribution_in_a_privacy-first_world\"><\/span>\u5728 \"\u9690\u79c1\u7b2c\u4e00 \"\u7684\u65f6\u4ee3\uff0c\u54ea\u4e9b\u7c7b\u578b\u7684\u6570\u636e\u4ecd\u53ef\u7528\u4e8e\u5f52\u56e0\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u5c3d\u7ba1\u5b58\u5728\u9690\u79c1\u9650\u5236\uff0c\u4f46\u4ecd\u6709\u51e0\u4e2a\u5b9d\u8d35\u7684\u6570\u636e\u6e90\u53ef\u7528\u4e8e\u6709\u6548\u5f52\u56e0\uff1a\n<strong>\u7b2c\u4e00\u65b9\u6570\u636e\uff1a<\/strong>\u00a0\u5728\u83b7\u5f97\u9002\u5f53\u540c\u610f\u7684\u60c5\u51b5\u4e0b\uff0c\u4ece\u60a8\u62e5\u6709\u7684\u6e20\u9053\u76f4\u63a5\u6536\u96c6\u7684\u4fe1\u606f\u662f\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u7684\u57fa\u7840\u3002\u8fd9\u5305\u62ec\u7f51\u7ad9\u4e92\u52a8\u3001\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528\u3001\u8d2d\u4e70\u5386\u53f2\u3001\u8d26\u6237\u4fe1\u606f\u548c\u76f4\u63a5\u5ba2\u6237\u53cd\u9988\u3002\n<strong>\u6c47\u603b\u548c\u533f\u540d\u6570\u636e\uff1a<\/strong>\u00a0\u9690\u79c1\u4fdd\u62a4 API\uff08\u5982 Google \u7684\u9690\u79c1\u6c99\u76d2\uff09\u53ef\u5728\u4e0d\u8fdb\u884c\u4e2a\u4eba\u8ddf\u8e2a\u7684\u60c5\u51b5\u4e0b\u63d0\u4f9b\u8425\u9500\u6d3b\u52a8\u6d1e\u5bdf\u3002\u5982\u679c\u5206\u6790\u5f97\u5f53\uff0c\u8fd9\u4e9b\u6c47\u603b\u6307\u6807\u5c06\u6781\u5177\u4ef7\u503c\u3002\n<strong>\u60c5\u5883\u4fe1\u53f7\uff1a<\/strong>\u00a0\u6709\u5173\u5185\u5bb9\u3001\u4f4d\u7f6e\u548c\u4e0a\u4e0b\u6587\u7684\u4fe1\u606f\u53ef\u63d0\u4f9b\u5f3a\u5927\u7684\u5f52\u56e0\u4fe1\u53f7\uff0c\u800c\u65e0\u9700\u4e2a\u4eba\u6570\u636e\u3002\u5148\u8fdb\u7684\u4e0a\u4e0b\u6587\u5206\u6790\u53ef\u8bc6\u522b\u4e0e\u8f6c\u5316\u53ef\u80fd\u6027\u76f8\u5173\u7684\u6a21\u5f0f\u3002\n<strong>\u8c03\u67e5\u548c\u7814\u7a76\u6570\u636e\uff1a<\/strong>\u00a0\u901a\u8fc7\u5c0a\u91cd\u9690\u79c1\u7684\u8c03\u67e5\u76f4\u63a5\u83b7\u5f97\u6d88\u8d39\u8005\u53cd\u9988\uff0c\u53ef\u63d0\u4f9b\u5b9d\u8d35\u7684\u5f52\u56e0\u6d1e\u5bdf\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u4f20\u7edf\u8ddf\u8e2a\u96be\u4ee5\u8861\u91cf\u7684\u4e0a\u5c42\u6e20\u9053\u6d3b\u52a8\u3002\n<strong>\u6a21\u578b\u6570\u636e\uff1a<\/strong>\u00a0\u7edf\u8ba1\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u5bf9\u53ef\u7528\u4fe1\u53f7\u8fdb\u884c\u7cbe\u5fc3\u5efa\u6a21\u6765\u586b\u8865\u76f4\u63a5\u6d4b\u91cf\u7684\u7a7a\u767d\uff0c\u5728\u786e\u5b9a\u6027\u8ffd\u8e2a\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\u63d0\u4f9b\u6982\u7387\u6d1e\u5bdf\u3002\u201c\u5f52\u56e0\u7684\u672a\u6765\u5e76\u975e\u8ffd\u8e2a\u4e00\u5207\uff0c\u800c\u662f\u7406\u89e3\u771f\u6b63\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u201d\u4e00\u5bb6\u79d1\u6280\u516c\u53f8\u7684\u5206\u6790\u4e3b\u7ba1 James Chen \u535a\u58eb\u6307\u51fa\u3002\u201c\u4f18\u79c0\u7684\u7ec4\u7ec7\u5c06\u4e13\u6ce8\u4e8e\u6709\u610f\u4e49\u7684\u3001\u5c0a\u91cd\u9690\u79c1\u7684\u4fe1\u53f7\uff0c\u800c\u4e0d\u662f\u8bd5\u56fe\u8fdb\u884c\u5168\u9762\u7684\u76d1\u63a7\u3002\u201d\n<h3 id=\"how-do-consent-mechanisms-affect-attribution-capabilities%3F\" tabindex=\"-1\" data-source-line=\"45-45\"><span class=\"ez-toc-section\" id=\"How_do_consent_mechanisms_affect_attribution_capabilities\"><\/span>\u540c\u610f\u673a\u5236\u5982\u4f55\u5f71\u54cd\u5f52\u56e0\u80fd\u529b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u540c\u610f\u6781\u5927\u5730\u5851\u9020\u4e86\u73b0\u4ee3\u5f52\u56e0\u7b56\u7565\uff0c\u9700\u8981\u57fa\u4e8e\u6743\u9650\u7ea7\u522b\u7684\u5206\u5c42\u6d4b\u91cf\u65b9\u6cd5\u3002\u5f53\u7528\u6237\u540c\u610f\u8ddf\u8e2a\u548c\u6d4b\u91cf\u65f6\uff0c\u66f4\u8be6\u7ec6\u7684\u5f52\u56e0\u6210\u4e3a\u53ef\u80fd\uff0c\u5305\u62ec\u4e2a\u4eba\u5c42\u9762\u7684\u65c5\u7a0b\u5206\u6790\u548c\u8de8\u8bbe\u5907\u8ddf\u8e2a\uff08\u5728\u76d1\u7ba1\u8303\u56f4\u5185\uff09\u3002\u5982\u679c\u6ca1\u6709\u540c\u610f\uff0c\u9690\u79c1\u4fdd\u62a4\u7684\u66ff\u4ee3\u65b9\u6848\u5c31\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u7ec4\u7ec7\u5e94\u5b9e\u65bd\uff1a\n<strong>\u7ec6\u5316\u540c\u610f\u9009\u9879\uff1a<\/strong>\u00a0\u5141\u8bb8\u7528\u6237\u9009\u62e9\u7279\u5b9a\u7c7b\u578b\u7684\u8ddf\u8e2a\uff0c\u800c\u4e0d\u662f\u5168\u6709\u6216\u5168\u65e0\u7684\u65b9\u6cd5\u3002\u8fd9\u6837\u65e2\u80fd\u63d0\u9ad8\u540c\u610f\u7387\uff0c\u53c8\u80fd\u5c0a\u91cd\u9690\u79c1\u504f\u597d\u3002\n<strong>\u57fa\u4e8e\u4ef7\u503c\u7684\u540c\u610f\u4f53\u9a8c\uff1a<\/strong>\u00a0\u660e\u786e\u89e3\u91ca\u6d4b\u91cf\u7684\u597d\u5904\uff0c\u800c\u4e0d\u662f\u4f7f\u7528\u64cd\u7eb5\u6a21\u5f0f\u3002\u5f53\u7528\u6237\u7406\u89e3\u4e86\u4ef7\u503c\u4ea4\u6362\uff0c\u540c\u610f\u7387\u901a\u5e38\u4f1a\u63d0\u9ad8\u3002\n<strong>\u6709\u610f\u8bc6\u7684\u6d4b\u91cf\uff1a<\/strong>\u00a0\u8bbe\u8ba1\u5f52\u56e0\u7cfb\u7edf\uff0c\u6839\u636e\u540c\u610f\u72b6\u6001\u63d0\u4f9b\u4e0d\u540c\u5c42\u6b21\u7684\u6d1e\u5bdf\u529b\uff0c\u5e76\u4e3a\u6bcf\u4e2a\u5c42\u6b21\u63d0\u4f9b\u9002\u5f53\u7684\u9690\u79c1\u4fdd\u62a4\u3002\n<strong>\u540c\u610f\u72b6\u6001\u6574\u5408\uff1a<\/strong>\u00a0\u5c06\u540c\u610f\u51b3\u7b56\u5b9e\u65f6\u8fde\u63a5\u5230\u5f52\u56e0\u7cfb\u7edf\uff0c\u786e\u4fdd\u8861\u91cf\u7ed3\u679c\u59cb\u7ec8\u53cd\u6620\u5f53\u524d\u7684\u9690\u79c1\u6743\u9650\u3002\u201c\u900f\u660e\u5ea6\u5efa\u7acb\u4fe1\u4efb\uff0c\u4fe1\u4efb\u63d0\u5347\u540c\u610f\uff0c\u201d\u5ba2\u6237\u6570\u636e\u5e73\u53f0\u4e13\u5bb6 Maya Williams \u89e3\u91ca\u9053\u3002\u201c\u6e05\u6670\u4f20\u8fbe\u6570\u636e\u5982\u4f55\u6539\u5584\u670d\u52a1\u5e76\u5c0a\u91cd\u5ba2\u6237\u9009\u62e9\u7684\u7ec4\u7ec7\u901a\u5e38\u80fd\u591f\u83b7\u5f97\u66f4\u9ad8\u7684\u540c\u610f\u7387\u548c\u66f4\u4f73\u7684\u8861\u91cf\u80fd\u529b\u3002\u201d\n<h3 id=\"what-technologies-best-support-privacy-first-attribution%3F\" tabindex=\"-1\" data-source-line=\"61-61\"><span class=\"ez-toc-section\" id=\"What_technologies_best_support_privacy-first_attribution\"><\/span>\u54ea\u4e9b\u6280\u672f\u6700\u80fd\u652f\u6301\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u6709\u51e0\u9879\u5173\u952e\u6280\u672f\u53ef\u4ee5\u5728\u5c0a\u91cd\u9690\u79c1\u7684\u540c\u65f6\u5b9e\u73b0\u6709\u6548\u5f52\u56e0\uff1a\n<strong>\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a\u6846\u67b6<\/strong>\u00a0\u5c06\u6570\u636e\u6536\u96c6\u4ece\u5ba2\u6237\u7aef\u8f6c\u79fb\u5230\u670d\u52a1\u5668\u73af\u5883\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u63a7\u5236\u9690\u79c1\u4fdd\u62a4\u7684\u5b9e\u65bd\uff0c\u5e76\u51cf\u5c11\u6d4f\u89c8\u5668\u9650\u5236\u7684\u5f71\u54cd\u3002\u8fd9\u79cd\u65b9\u6cd5\u65e2\u80fd\u4fdd\u6301\u6d4b\u91cf\u529f\u80fd\uff0c\u53c8\u80fd\u9650\u5236\u5ba2\u6237\u7aef\u6570\u636e\u6536\u96c6\u3002\n<strong>\u5177\u6709\u9690\u79c1\u63a7\u5236\u529f\u80fd\u7684\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff1a<\/strong>\u00a0\u73b0\u4ee3 CDP \u5305\u62ec\u5148\u8fdb\u7684\u9690\u79c1\u529f\u80fd\uff0c\u5982\u6570\u636e\u6700\u5c0f\u5316\u3001\u76ee\u7684\u9650\u5236\u548c\u540c\u610f\u7ba1\u7406\u3002\u8fd9\u4e9b\u5e73\u53f0\u53ef\u4ee5\u96c6\u4e2d\u7ba1\u7406\u9690\u79c1\u89c4\u5219\uff0c\u5e76\u5728\u5404\u8425\u9500\u7cfb\u7edf\u4e2d\u7edf\u4e00\u6267\u884c\u3002\n<strong>\u6570\u636e\u65e0\u5c18\u5ba4\uff1a<\/strong>\u00a0\u8fd9\u4e9b\u5b89\u5168\u73af\u5883\u5141\u8bb8\u5bf9\u7ec4\u5408\u6570\u636e\u96c6\u8fdb\u884c\u5206\u6790\uff0c\u540c\u65f6\u901a\u8fc7\u4e25\u683c\u7684\u8bbf\u95ee\u63a7\u5236\u548c\u5148\u8fdb\u7684\u9690\u79c1\u589e\u5f3a\u6280\u672f\u4fdd\u6301\u9690\u79c1\u4fdd\u62a4\u3002\n<strong>\u9690\u79c1\u589e\u5f3a\u6280\u672f\uff08PET\uff09\uff1a<\/strong>\u00a0\u5305\u62ec\u5dee\u5206\u9690\u79c1\u3001\u5b89\u5168\u591a\u65b9\u8ba1\u7b97\u548c\u540c\u6001\u52a0\u5bc6\u5728\u5185\u7684\u6280\u672f\u53ef\u4ee5\u5728\u4fdd\u62a4\u4e2a\u4eba\u6570\u636e\u7684\u540c\u65f6\u8fdb\u884c\u590d\u6742\u7684\u5206\u6790\u3002\n<strong>\u540c\u610f\u7ba1\u7406\u5e73\u53f0\uff1a<\/strong>\u00a0\u7528\u4e8e\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5206\u53d1\u540c\u610f\u4fe1\u53f7\u7684\u4e13\u7528\u5de5\u5177\u53ef\u786e\u4fdd\u5f52\u56e0\u7cfb\u7edf\u5c0a\u91cd\u7528\u6237\u7684\u9690\u79c1\u504f\u597d\u3002\u201c\u5408\u9002\u7684\u6280\u672f\u5806\u6808\u53d6\u51b3\u4e8e\u60a8\u7684\u5177\u4f53\u5f52\u56e0\u9700\u6c42\u548c\u9690\u79c1\u8981\u6c42\uff0c\u201d\u5e7f\u544a\u6280\u672f\u7b56\u7565\u5e08 Samantha Roberts \u5efa\u8bae\u9053\u3002\u201c\u5728\u9009\u62e9\u89e3\u51b3\u65b9\u6848\u4e4b\u524d\uff0c\u7ec4\u7ec7\u5e94\u4ed4\u7ec6\u8bc4\u4f30\u5176\u8861\u91cf\u76ee\u6807\u548c\u9690\u79c1\u9650\u5236\u3002\u201d\n<h3 id=\"how-will-attribution-evolve-as-privacy-regulations-continue-to-expand%3F\" tabindex=\"-1\" data-source-line=\"77-77\"><span class=\"ez-toc-section\" id=\"How_will_attribution_evolve_as_privacy_regulations_continue_to_expand\"><\/span>\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u4e0d\u65ad\u6269\u5c55\uff0c\u5f52\u5c5e\u95ee\u9898\u5c06\u5982\u4f55\u53d1\u5c55\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u65e5\u76ca\u5168\u9762\uff0c\u5f52\u56e0\u6b63\u5728\u53d1\u751f\u6839\u672c\u6027\u7684\u8f6c\u53d8\u3002\u503c\u5f97\u671f\u5f85\u7684\u4e3b\u8981\u8d8b\u52bf\u5305\u62ec\n<strong>\u66f4\u52a0\u4f9d\u8d56\u6a21\u578b\uff1a<\/strong>\u00a0\u968f\u7740\u4e2a\u4eba\u5c42\u9762\u7684\u8ffd\u8e2a\u53d8\u5f97\u8d8a\u6765\u8d8a\u6709\u9650\uff0c\u7edf\u8ba1\u5efa\u6a21\u548c\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u65b9\u6cd5\u5c06\u5728\u5f52\u56e0\u4e2d\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\u3002\u8fd9\u4e9b\u65b9\u6cd5\u901a\u8fc7\u5206\u6790\u73b0\u6709\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u6765\u4f30\u7b97\u63a5\u89e6\u70b9\u7684\u8d21\u732e\u3002\n<strong>\u591a\u79cd\u65b9\u6cd5\u7684\u6574\u5408\uff1a<\/strong>\u00a0\u6700\u6709\u6548\u7684\u5f52\u56e0\u5c06\u7ed3\u5408\u591a\u79cd\u4e92\u8865\u65b9\u6cd5\uff0c\u5305\u62ec\u5a92\u4f53\u7ec4\u5408\u5efa\u6a21\u3001\u53d7\u63a7\u5b9e\u9a8c\u548c\u6709\u9650\u7684\u4e2a\u4eba\u8ddf\u8e2a\uff08\u7ecf\u540c\u610f\uff09\u3002\n<strong>\u4ece\u8ddf\u8e2a\u5230\u4e86\u89e3\uff1a<\/strong>\u00a0\u5f52\u56e0\u7684\u91cd\u70b9\u5c06\u4ece\u5168\u9762\u76d1\u63a7\u8f6c\u5411\u6709\u610f\u4e49\u7684\u6a21\u5f0f\u8bc6\u522b\uff0c\u5728\u4e0d\u8fdb\u884c\u4fb5\u5165\u5f0f\u8ddf\u8e2a\u7684\u60c5\u51b5\u4e0b\u8bc6\u522b\u6d88\u8d39\u8005\u884c\u4e3a\u7684\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u3002\n<strong>\u8bed\u5883\u590d\u5174\uff1a<\/strong>\u00a0\u5148\u8fdb\u7684\u60c5\u5883\u5206\u6790\u5c06\u4e3a\u4e2a\u4eba\u5c42\u9762\u7684\u8ddf\u8e2a\u63d0\u4f9b\u5f3a\u5927\u7684\u4fe1\u53f7\u66ff\u4ee3\uff0c\u5e2e\u52a9\u8425\u9500\u4eba\u5458\u4e86\u89e3\u54ea\u4e9b\u73af\u5883\u4f1a\u63a8\u52a8\u8f6c\u5316\u884c\u4e3a\u3002\n<strong>\u9690\u79c1\u8bbe\u8ba1\u6807\u51c6\uff1a<\/strong>\u00a0\u5f52\u56e0\u7cfb\u7edf\u5c06\u5728\u67b6\u6784\u5c42\u9762\u9010\u6b65\u6574\u5408\u9690\u79c1\u4fdd\u62a4\uff0c\u5e76\u63d0\u4f9b\u5c0a\u91cd\u9690\u79c1\u7684\u6807\u51c6\u5316\u6d4b\u91cf\u65b9\u6cd5\u3002\u201c\u672a\u6765\u5c5e\u4e8e\u90a3\u4e9b\u5c06\u9690\u79c1\u89c6\u4e3a\u673a\u9047\u800c\u975e\u5236\u7ea6\u56e0\u7d20\u7684\u7ec4\u7ec7\uff0c\u201d\u5e02\u573a\u5206\u6790\u603b\u76d1 William Chen \u6307\u51fa\u3002\u201c\u90a3\u4e9b\u5f00\u53d1\u51fa\u521b\u65b0\u4e14\u5c0a\u91cd\u9690\u79c1\u7684\u5f52\u56e0\u65b9\u6cd5\u7684\u4f01\u4e1a\uff0c\u5c06\u901a\u8fc7\u5353\u8d8a\u7684\u6d88\u8d39\u8005\u4fe1\u4efb\u548c\u53ef\u6301\u7eed\u7684\u6d4b\u91cf\u5b9e\u8df5\u83b7\u5f97\u7ade\u4e89\u4f18\u52bf\u3002\u201d\n<h3 id=\"how-can-i-transition-my-current-attribution-approaches-to-privacy-first-models%3F\" tabindex=\"-1\" data-source-line=\"93-93\"><span class=\"ez-toc-section\" id=\"How_can_I_transition_my_current_attribution_approaches_to_privacy-first_models\"><\/span>\u5982\u4f55\u5c06\u5f53\u524d\u7684\u5f52\u56e0\u65b9\u6cd5\u8fc7\u6e21\u5230\u9690\u79c1\u4f18\u5148\u6a21\u5f0f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u5411\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u8fc7\u6e21\u9700\u8981\u4e00\u79cd\u7ed3\u6784\u5316\u7684\u65b9\u6cd5\uff1a\n<ol data-source-line=\"97-110\">\n<li data-source-line=\"97-98\">\n<strong>\u8bc4\u4f30\u548c\u5dee\u8ddd\u5206\u6790\uff1a<\/strong>\u00a0\u6839\u636e\u65b0\u51fa\u73b0\u7684\u9690\u79c1\u8981\u6c42\u8bc4\u4f30\u5f53\u524d\u7684\u5f52\u56e0\u65b9\u6cd5\uff0c\u786e\u5b9a\u9700\u8981\u7acb\u5373\u5173\u6ce8\u7684\u9ad8\u98ce\u9669\u9886\u57df\u3002\n<\/li>\n<li data-source-line=\"99-100\">\n<strong>\u9690\u79c1\u5f71\u54cd\u8bc4\u4f30\uff1a<\/strong>\u00a0\u5bf9\u5f53\u524d\u5f52\u56e0\u505a\u6cd5\u5982\u4f55\u5f71\u54cd\u7528\u6237\u9690\u79c1\u8fdb\u884c\u6b63\u5f0f\u5206\u6790\uff0c\u8bb0\u5f55\u98ce\u9669\u548c\u7f13\u89e3\u7b56\u7565\u3002\n<\/li>\n<li data-source-line=\"101-102\">\n<strong>\u5206\u9636\u6bb5\u5b9e\u65bd\u8ba1\u5212\uff1a<\/strong>\u00a0\u5236\u5b9a\u5411\u9690\u79c1\u4f18\u5148\u65b9\u6cd5\u8fc7\u6e21\u7684\u8def\u7ebf\u56fe\uff0c\u5728\u4fdd\u6301\u8861\u91cf\u8fde\u7eed\u6027\u7684\u540c\u65f6\uff0c\u4f18\u5148\u8003\u8651\u9ad8\u98ce\u9669\u9886\u57df\u3002\n<\/li>\n<li data-source-line=\"103-104\">\n<strong>\u5e76\u884c\u5b9e\u65bd\uff1a<\/strong>\u00a0\u5728\u6700\u521d\u9636\u6bb5\uff0c\u5c06\u5c0a\u91cd\u9690\u79c1\u7684\u65b9\u6cd5\u4e0e\u4f20\u7edf\u65b9\u6cd5\u540c\u65f6\u4f7f\u7528\uff0c\u901a\u8fc7\u6bd4\u8f83\u7ed3\u679c\u6765\u5efa\u7acb\u5bf9\u65b0\u65b9\u6cd5\u7684\u4fe1\u5fc3\u3002\n<\/li>\n<li data-source-line=\"105-106\">\n<strong>\u5229\u76ca\u6538\u5173\u65b9\u6559\u80b2\uff1a<\/strong>\u00a0\u901a\u8fc7\u8bbe\u5b9a\u9002\u5f53\u7684\u671f\u671b\u503c\u548c\u5f3a\u8c03\u9690\u79c1\u4f18\u5148\u65b9\u6cd5\u6240\u80fd\u5e26\u6765\u7684\u65b0\u89c1\u89e3\uff0c\u8ba9\u8425\u9500\u56e2\u961f\u4e3a\u8861\u91cf\u80fd\u529b\u7684\u53d8\u5316\u505a\u597d\u51c6\u5907\u3002\n<\/li>\n<li data-source-line=\"107-108\">\n<strong>\u6d4b\u8bd5\u6846\u67b6\uff1a<\/strong>\u00a0\u5229\u7528\u53d7\u63a7\u5b9e\u9a8c\u6765\u8861\u91cf\u51c6\u786e\u6027\uff0c\u5b9e\u65bd\u6301\u7eed\u6d4b\u8bd5\u4ee5\u9a8c\u8bc1\u548c\u6539\u8fdb\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u65b9\u6cd5\u3002\n<\/li>\n<li data-source-line=\"109-110\">\n<strong>\u6587\u4ef6\u548c\u7ba1\u7406\uff1a<\/strong>\u00a0\u5efa\u7acb\u660e\u786e\u7684\u5f52\u5c5e\u7ba1\u7406\uff0c\u8bb0\u5f55\u6240\u6709\u8861\u91cf\u65b9\u6cd5\u7684\u9690\u79c1\u7406\u7531\u3002\n<\/li>\n<\/ol>\n\"\u6210\u529f\u7684\u8f6c\u578b\u9700\u8981\u6709\u6761\u4e0d\u7d0a\u7684\u89c4\u5212\u548c\u8de8\u804c\u80fd\u90e8\u95e8\u7684\u5408\u4f5c\uff0c\"\u5f52\u56e0\u8f6c\u578b\u8d1f\u8d23\u4eba David Martinez \u89e3\u91ca\u8bf4\u3002\"\u5404\u7ec4\u7ec7\u5e94\u5c06\u6b64\u89c6\u4e3a\u4e00\u79cd\u6218\u7565\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u4e00\u79cd\u5408\u89c4\u5de5\u4f5c\uff0c\u91cd\u70b9\u662f\u5efa\u7acb\u53ef\u6301\u7eed\u7684\u3001\u5c0a\u91cd\u9690\u79c1\u7684\u957f\u671f\u8861\u91cf\u6807\u51c6\u3002\n<h3 id=\"how-can-smaller-organizations-implement-privacy-first-attribution-with-limited-resources%3F\" tabindex=\"-1\" data-source-line=\"113-113\"><span class=\"ez-toc-section\" id=\"How_can_smaller_organizations_implement_privacy-first_attribution_with_limited_resources\"><\/span>\u89c4\u6a21\u8f83\u5c0f\u7684\u7ec4\u7ec7\u5982\u4f55\u5728\u8d44\u6e90\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u8d44\u6e90\u6709\u9650\u7684\u7ec4\u7ec7\u53ef\u4ee5\u901a\u8fc7\u91cd\u70b9\u7a81\u51fa\u7684\u65b9\u6cd5\uff0c\u5b9e\u65bd\u6709\u6548\u7684\u9690\u79c1\u4f18\u5148\u5f52\u5c5e\uff1a\n<strong>\u4ece\u57fa\u7840\u505a\u8d77<\/strong>\u00a0\u4ece\u5b9e\u65bd\u7b26\u5408\u9690\u79c1\u8981\u6c42\u7684\u57fa\u672c\u6d4b\u91cf\u529f\u80fd\u5f00\u59cb\uff0c\u800c\u4e0d\u662f\u7acb\u5373\u5c1d\u8bd5\u5168\u9762\u7684\u5f52\u56e0\u3002\u91cd\u70b9\u5173\u6ce8\u5f71\u54cd\u529b\u5927\u7684\u6e20\u9053\u548c\u8f6c\u6362\u70b9\u3002\n<strong>\u5229\u7528\u9690\u79c1\u53cb\u597d\u578b\u5e73\u53f0\uff1a<\/strong>\u00a0\u9009\u62e9\u5177\u6709\u5185\u7f6e\u9690\u79c1\u529f\u80fd\u7684\u8425\u9500\u5e73\u53f0\uff0c\u800c\u4e0d\u662f\u6784\u5efa\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u3002\u8bb8\u591a\u73b0\u4ee3\u5206\u6790\u548c\u8425\u9500\u5e73\u53f0\u73b0\u5728\u90fd\u5305\u542b\u9690\u79c1\u589e\u5f3a\u529f\u80fd\u3002\n<strong>\u5b9e\u65bd\u6a21\u5757\u5316\u65b9\u6cd5\uff1a<\/strong>\u00a0\u5206\u9636\u6bb5\u5f00\u53d1\u6d4b\u91cf\u80fd\u529b\uff0c\u5728\u8d44\u6e90\u5141\u8bb8\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c\u6269\u5c55\u3002\u5148\u4ece\u7b2c\u4e00\u65b9\u6570\u636e\u6536\u96c6\u548c\u540c\u610f\u7ba1\u7406\u5f00\u59cb\uff0c\u7136\u540e\u518d\u8fdb\u884c\u9ad8\u7ea7\u5efa\u6a21\u3002\n<strong>\u4f7f\u7528\u7b80\u5316\u6a21\u578b\uff1a<\/strong>\u00a0\u5b9e\u65bd\u7b80\u5316\u7684\u5f52\u56e0\u6a21\u578b\uff0c\u5728\u5c0a\u91cd\u9690\u79c1\u7684\u540c\u65f6\u63d0\u4f9b\u53ef\u884c\u7684\u89c1\u89e3\u3002\u5177\u6709\u9002\u5f53\u9690\u79c1\u4fdd\u62a4\u63aa\u65bd\u7684\u57fa\u672c\u591a\u70b9\u63a5\u89e6\u6a21\u578b\u53ef\u5e26\u6765\u5de8\u5927\u4ef7\u503c\u3002\n<strong>\u6ce8\u91cd\u6e10\u8fdb\u6027\uff1a<\/strong>\u00a0\u7528\u7b80\u5355\u7684\u589e\u91cf\u6d4b\u8bd5\u6765\u8865\u5145\u5f52\u56e0\uff0c\u8fd9\u4e9b\u6d4b\u8bd5\u53ef\u4ee5\u8861\u91cf\u771f\u6b63\u7684\u8425\u9500\u5f71\u54cd\uff0c\u800c\u65e0\u9700\u8fdb\u884c\u590d\u6742\u7684\u4e2a\u4f53\u8ffd\u8e2a\u3002\u201c\u8d44\u6e90\u6709\u9650\uff0c\u66f4\u8981\u6ce8\u91cd\u8d28\u91cf\u800c\u975e\u6570\u91cf\uff0c\u201d\u6570\u5b57\u5206\u6790\u603b\u76d1 Sarah Johnson \u5efa\u8bae\u9053\u3002\u201c\u4e0e\u5176\u5c1d\u8bd5\u8fdb\u884c\u53ef\u80fd\u5e26\u6765\u9690\u79c1\u98ce\u9669\u7684\u5168\u9762\u8ffd\u8e2a\uff0c\u4e0d\u5982\u5bf9\u5173\u952e\u8f6c\u5316\u8def\u5f84\u8fdb\u884c\u51c6\u786e\u4e14\u5c0a\u91cd\u9690\u79c1\u7684\u8861\u91cf\u3002\u201d\n<h3 id=\"how-do-walled-gardens-affect-privacy-first-attribution%3F\" tabindex=\"-1\" data-source-line=\"129-129\"><span class=\"ez-toc-section\" id=\"How_do_walled_gardens_affect_privacy-first_attribution\"><\/span>\u56f4\u5899\u82b1\u56ed\u5982\u4f55\u5f71\u54cd\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u8c37\u6b4c\u3001Meta \u548c\u4e9a\u9a6c\u900a\u7b49\u4e3b\u8981\u5e73\u53f0\uff08\u901a\u5e38\u88ab\u79f0\u4e3a \"\u56f4\u5899\u82b1\u56ed\"\uff09\u5728\u63d0\u4f9b\u81ea\u5df1\u7684\u9690\u79c1\u589e\u5f3a\u6d4b\u91cf\u89e3\u51b3\u65b9\u6848\u7684\u540c\u65f6\uff0c\u4e5f\u8d8a\u6765\u8d8a\u591a\u5730\u9650\u5236\u6570\u636e\u5171\u4eab\u3002\u8fd9\u4e9b\u53d8\u5316\u5bf9\u5f52\u56e0\u65b9\u6cd5\u4ea7\u751f\u4e86\u91cd\u5927\u5f71\u54cd\uff1a\n<strong>\u7279\u5b9a\u5e73\u53f0\u6d4b\u91cf\uff1a<\/strong>\u00a0\u76ee\u524d\uff0c\u6bcf\u4e2a\u4e3b\u8981\u5e73\u53f0\u90fd\u63d0\u4f9b\u4e13\u6709\u7684\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u5176\u6570\u636e\u7c92\u5ea6\u548c\u9690\u79c1\u4fdd\u62a4\u7a0b\u5ea6\u5404\u4e0d\u76f8\u540c\u3002\u8fd9\u5c31\u9020\u6210\u4e86\u8de8\u6e20\u9053\u6d4b\u91cf\u65b9\u6cd5\u7684\u5206\u6563\u3002\n<strong>\u6c47\u603b\u62a5\u544a\uff1a<\/strong>\u00a0\u56f4\u5899\u82b1\u56ed\u8d8a\u6765\u8d8a\u591a\u5730\u63d0\u4f9b\u6c47\u603b\u6570\u636e\uff0c\u800c\u4e0d\u662f\u7528\u6237\u5c42\u9762\u7684\u5f52\u56e0\u6570\u636e\uff0c\u8fd9\u5c31\u9700\u8981\u91c7\u7528\u65b0\u7684\u5206\u6790\u65b9\u6cd5\u6765\u63d0\u53d6\u6709\u610f\u4e49\u7684\u89c1\u89e3\u3002\n<strong>\u5efa\u6a21\u548c\u589e\u91cf\uff1a<\/strong>\u00a0\u968f\u7740\u76f4\u63a5\u8de8\u5e73\u53f0\u8ddf\u8e2a\u53d8\u5f97\u8d8a\u6765\u8d8a\u6709\u9650\uff0c\u5efa\u6a21\u65b9\u6cd5\u548c\u53d7\u63a7\u5b9e\u9a8c\u5bf9\u4e8e\u4e86\u89e3\u56f4\u5899\u82b1\u56ed\u5bf9\u6574\u4f53\u8425\u9500\u7ee9\u6548\u7684\u8d21\u732e\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\n<strong>\u7b2c\u4e00\u65b9\u6570\u636e\u96c6\u6210\uff1a<\/strong>\u00a0\u521b\u5efa\u4e00\u81f4\u7684\u7b2c\u4e00\u65b9\u6807\u8bc6\u7b26\uff0c\u5e76\u5c06\u5176\uff08\u5728\u5141\u8bb8\u7684\u60c5\u51b5\u4e0b\uff09\u8fde\u63a5\u5230\u201c\u56f4\u5899\u82b1\u56ed\u201d\u73af\u5883\uff0c\u5bf9\u4e8e\u6574\u4f53\u8861\u91cf\u800c\u8a00\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u201c\u5173\u952e\u5728\u4e8e\u5f00\u53d1\u4e00\u79cd\u7edf\u4e00\u7684\u8861\u91cf\u65b9\u6cd5\uff0c\u5c06\u2018\u56f4\u5899\u82b1\u56ed\u2019\u6d1e\u5bdf\u4e0e\u66f4\u5e7f\u6cdb\u7684\u5f52\u56e0\u6846\u67b6\u76f8\u7ed3\u5408\uff0c\u201d\u6570\u5b57\u8861\u91cf\u7b56\u7565\u5e08 Michael Simone \u89e3\u91ca\u9053\u3002\u201c\u7ec4\u7ec7\u5e94\u8be5\u5229\u7528\u7279\u5b9a\u5e73\u53f0\u7684\u529f\u80fd\uff0c\u540c\u65f6\u4fdd\u6301\u5bf9\u6574\u4f53\u8425\u9500\u6548\u679c\u7684\u72ec\u7acb\u89c6\u89d2\u3002\u201d\n<h3 id=\"how-will-ai-and-machine-learning-shape-privacy-first-attribution%3F\" tabindex=\"-1\" data-source-line=\"143-143\"><span class=\"ez-toc-section\" id=\"How_will_AI_and_machine_learning_shape_privacy-first_attribution\"><\/span>\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u5c06\u5982\u4f55\u5851\u9020\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>A:<\/strong>\u00a0\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u6b63\u5728\u4ece\u51e0\u4e2a\u91cd\u8981\u65b9\u9762\u6539\u53d8\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff1a\n<strong>\u65e0\u6807\u8bc6\u7b26\u7684\u6a21\u5f0f\u8bc6\u522b<\/strong>\u00a0\u5148\u8fdb\u7684 ML \u6a21\u578b\u53ef\u4ee5\u5728\u6c47\u603b\u6216\u533f\u540d\u6570\u636e\u4e2d\u8bc6\u522b\u6709\u610f\u4e49\u7684\u6a21\u5f0f\u548c\u76f8\u5173\u6027\uff0c\u5728\u4e0d\u8fdb\u884c\u4e2a\u4eba\u8ddf\u8e2a\u7684\u60c5\u51b5\u4e0b\u4fdd\u6301\u6d4b\u91cf\u80fd\u529b\u3002\n<strong>\u9488\u5bf9\u5f52\u56e0\u5dee\u8ddd\u7684\u9884\u6d4b\u6a21\u578b\uff1a<\/strong>\u00a0\u5728\u76f4\u63a5\u6d4b\u91cf\u53d7\u5230\u9690\u79c1\u9650\u5236\u7684\u60c5\u51b5\u4e0b\uff0c\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5efa\u7acb\u590d\u6742\u7684\u6a21\u578b\u6765\u9884\u6d4b\u5f52\u56e0\uff0c\u901a\u8fc7\u7edf\u8ba1\u63a8\u65ad\u6765\u4f30\u8ba1\u63a5\u89e6\u70b9\u7684\u8d21\u732e\u3002\n<strong>\u81ea\u52a8\u9690\u79c1\u4fdd\u62a4\uff1a<\/strong>\u00a0\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u53ef\u5e2e\u52a9\u8bc6\u522b\u548c\u4fdd\u62a4\u654f\u611f\u6570\u636e\uff0c\u5728\u5f52\u56e0\u5904\u7406\u8fc7\u7a0b\u4e2d\u81ea\u52a8\u5e94\u7528\u9002\u5f53\u7684\u9690\u79c1\u4fdd\u62a4\u63aa\u65bd\u3002\n<strong>\u4fe1\u53f7\u4f18\u5316\uff1a<\/strong>\u00a0\u667a\u80fd\u7b97\u6cd5\u53ef\u4ee5\u786e\u5b9a\u54ea\u4e9b\u4fe1\u53f7\u80fd\u63d0\u4f9b\u6700\u6709\u4ef7\u503c\u7684\u5f52\u56e0\u6d1e\u5bdf\uff0c\u540c\u65f6\u5bf9\u9690\u79c1\u7684\u5f71\u54cd\u6700\u5c0f\uff0c\u4ece\u800c\u4f18\u5316\u6d4b\u91cf\u65b9\u6cd5\u3002\n<strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\u00a0\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u53ef\u4ee5\u8bc6\u522b\u5f52\u56e0\u6570\u636e\u4e2d\u53ef\u80fd\u5b58\u5728\u9690\u79c1\u95ee\u9898\u6216\u6d4b\u91cf\u4e0d\u4e00\u81f4\u7684\u5f02\u5e38\u6a21\u5f0f\uff0c\u4ece\u800c\u5e2e\u52a9\u7ef4\u62a4\u6570\u636e\u8d28\u91cf\u548c\u5408\u89c4\u6027\u3002\u201c\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u4e0e\u9690\u79c1\u4fdd\u62a4\u6846\u67b6\u7684\u7ed3\u5408\u4ee3\u8868\u4e86\u5f52\u56e0\u7684\u672a\u6765\uff0c\u201d\u4eba\u5de5\u667a\u80fd\u4f26\u7406\u7814\u7a76\u5458 Emily Chen \u535a\u58eb\u6307\u51fa\u3002\u201c\u6709\u6548\u90e8\u7f72\u8fd9\u4e9b\u6280\u672f\u7684\u7ec4\u7ec7\u5c06\u5728\u5c0a\u91cd\u4e0d\u65ad\u53d8\u5316\u7684\u9690\u79c1\u671f\u671b\u7684\u540c\u65f6\uff0c\u4fdd\u6301\u6d4b\u91cf\u80fd\u529b\u3002\u201d\n<h2 id=\"conclusion\" tabindex=\"-1\" data-source-line=\"159-159\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>\u7ed3\u8bba<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u52a0\u5f3a\u548c\u6d88\u8d39\u8005\u671f\u671b\u7684\u4e0d\u65ad\u6f14\u53d8\uff0c\u8425\u9500\u5f52\u56e0\u5fc5\u987b\u4e0d\u65ad\u8c03\u6574\uff0c\u4ee5\u5728\u6709\u6548\u8861\u91cf\u4e0e\u5408\u4e4e\u9053\u5fb7\u7684\u6570\u636e\u5b9e\u8df5\u548c\u6cd5\u89c4\u5408\u89c4\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u901a\u8fc7\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u7684\u5f52\u56e0\u65b9\u6cd5\u2014\u2014\u4ece\u57fa\u4e8e\u540c\u610f\u7684\u6846\u67b6\u548c\u6570\u636e\u6700\u5c0f\u5316\u5230\u805a\u5408\u8861\u91cf\u548c\u9ad8\u7ea7\u5efa\u6a21\u6280\u672f\u2014\u2014\u7ec4\u7ec7\u53ef\u4ee5\u5728\u4fdd\u6301\u57fa\u672c\u5f52\u56e0\u80fd\u529b\u7684\u540c\u65f6\uff0c\u4e0e\u5ba2\u6237\u5efa\u7acb\u4fe1\u4efb\uff0c\u5e76\u5e94\u5bf9\u65e5\u76ca\u6ce8\u91cd\u9690\u79c1\u7684\u6570\u5b57\u73af\u5883\u3002\u84ec\u52c3\u53d1\u5c55\u7684\u7ec4\u7ec7\u5c06\u4e0d\u518d\u5c06\u9690\u79c1\u89c6\u4e3a\u969c\u788d\uff0c\u800c\u662f\u5c06\u5176\u89c6\u4e3a\u5f00\u53d1\u66f4\u5c0a\u91cd\u3001\u66f4\u53ef\u6301\u7eed\u3001\u6700\u7ec8\u66f4\u6709\u6548\u7684\u8425\u9500\u8861\u91cf\u65b9\u6cd5\u7684\u673a\u4f1a\u3002\u901a\u8fc7\u9075\u5faa\u672c\u6307\u5357\u4e2d\u6982\u8ff0\u7684\u6307\u5bfc\u65b9\u9488\u548c\u7b56\u7565\uff0c\u8425\u9500\u9886\u5bfc\u8005\u53ef\u4ee5\u81ea\u4fe1\u5730\u5e94\u5bf9\u4e0d\u65ad\u53d8\u5316\u7684\u9690\u79c1\u73af\u5883\uff0c\u540c\u65f6\u7ee7\u7eed\u63d0\u4f9b\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u6240\u9700\u7684\u6d1e\u5bdf\u3002\u5982\u9700\u6df1\u5165\u4e86\u89e3\u5982\u4f55\u5728\u60a8\u7684\u7ec4\u7ec7\u4e2d\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u7684\u5f52\u56e0\uff0c\u8bf7\u63a2\u7d22 Attrisight \u4e13\u4e3a\u5408\u89c4\u3001\u5c0a\u91cd\u9690\u79c1\u7684\u8861\u91cf\u800c\u8bbe\u8ba1\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u5e94\u5bf9\u5f53\u4eca\u7684\u590d\u6742\u6311\u6218\u3002","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u52a0\u5f3a\u548c\u6d88\u8d39\u8005\u671f\u671b\u7684\u4e0d\u65ad\u53d8\u5316\uff0c\u8425\u9500\u4eba\u5458\u9762\u4e34\u7740\u65e5\u76ca\u4e25\u5cfb\u7684\u6311\u6218\uff0c\u5373\u5982\u4f55\u5728\u5c0a\u91cd\u7528\u6237\u9690\u79c1\u7684\u540c\u65f6\u8861\u91cf\u8425\u9500\u6d3b\u52a8\u7684\u6709\u6548\u6027\u3002\u672c\u6307\u5357\u5c06\u5168\u9762\u63a2\u8ba8\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u5982\u4f55\u5728\u7a33\u5065\u7684\u8425\u9500\u8861\u91cf\u4e0e\u5408\u4e4e\u9053\u5fb7\u7684\u6570\u636e\u5b9e\u8df5\u548c\u6cd5\u89c4\u5408\u89c4\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u5b66\u4e60\u5b9e\u65bd\u9690\u79c1\u4fdd\u62a4\u5f52\u56e0\u7684\u5b9e\u7528\u65b9\u6cd5\uff0c\u4ece\u57fa\u4e8e\u540c\u610f\u7684\u6846\u67b6\u548c\u6570\u636e\u6700\u5c0f\u5316\u5230\u805a\u5408\u8861\u91cf\u2026\u2026<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-343","post","type-post","status-publish","format-standard","hentry","category-attribution"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Privacy-First Marketing Attribution: Balancing Insights with Compliance - AttriSight<\/title>\n<meta name=\"description\" content=\"Discover how to implement privacy-first marketing attribution strategies that balance effective measurement with regulatory compliance. This comprehensive guide explores consent-based frameworks, data minimization techniques, and advanced modeling approaches to help marketers maintain attribution capabilities while building consumer trust in an increasingly privacy-focused digital landscape.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/attrisight.com\/zh\/\u9690\u79c1\u7b2c\u4e00-\u8425\u9500\u5f52\u56e0-\u5e73\u8861\u6d1e\u5bdf-\u5408\u89c4\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Privacy-First Marketing Attribution: Balancing Insights with Compliance - AttriSight\" \/>\n<meta property=\"og:description\" content=\"Discover how to implement privacy-first marketing attribution strategies that balance effective measurement with regulatory compliance. This comprehensive guide explores consent-based frameworks, data minimization techniques, and advanced modeling approaches to help marketers maintain attribution capabilities while building consumer trust in an increasingly privacy-focused digital landscape.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/attrisight.com\/zh\/\u9690\u79c1\u7b2c\u4e00-\u8425\u9500\u5f52\u56e0-\u5e73\u8861\u6d1e\u5bdf-\u5408\u89c4\/\" \/>\n<meta property=\"og:site_name\" content=\"AttriSight\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-13T05:19:02+00:00\" \/>\n<meta name=\"author\" content=\"AttriSight\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u9690\u79c1\u4f18\u5148\u7684\u8425\u9500\u5f52\u56e0\uff1a\u517c\u987e\u6d1e\u5bdf\u529b\u4e0e\u5408\u89c4\u6027 - AttriSight","description":"\u4e86\u89e3\u5982\u4f55\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u7684\u8425\u9500\u5f52\u56e0\u7b56\u7565\uff0c\u5728\u6709\u6548\u6d4b\u91cf\u4e0e\u6cd5\u89c4\u9075\u4ece\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u672c\u7efc\u5408\u6307\u5357\u63a2\u8ba8\u4e86\u57fa\u4e8e\u540c\u610f\u7684\u6846\u67b6\u3001\u6570\u636e\u6700\u5c0f\u5316\u6280\u672f\u548c\u5148\u8fdb\u7684\u5efa\u6a21\u65b9\u6cd5\uff0c\u5e2e\u52a9\u8425\u9500\u4eba\u5458\u5728\u65e5\u76ca\u6ce8\u91cd\u9690\u79c1\u7684\u6570\u5b57\u73af\u5883\u4e2d\u4fdd\u6301\u5f52\u56e0\u80fd\u529b\uff0c\u540c\u65f6\u5efa\u7acb\u6d88\u8d39\u8005\u4fe1\u4efb\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/attrisight.com\/zh\/\u9690\u79c1\u7b2c\u4e00-\u8425\u9500\u5f52\u56e0-\u5e73\u8861\u6d1e\u5bdf-\u5408\u89c4\/","og_locale":"zh_CN","og_type":"article","og_title":"Privacy-First Marketing Attribution: Balancing Insights with Compliance - AttriSight","og_description":"Discover how to implement privacy-first marketing attribution strategies that balance effective measurement with regulatory compliance. This comprehensive guide explores consent-based frameworks, data minimization techniques, and advanced modeling approaches to help marketers maintain attribution capabilities while building consumer trust in an increasingly privacy-focused digital landscape.","og_url":"https:\/\/attrisight.com\/zh\/\u9690\u79c1\u7b2c\u4e00-\u8425\u9500\u5f52\u56e0-\u5e73\u8861\u6d1e\u5bdf-\u5408\u89c4\/","og_site_name":"AttriSight","article_published_time":"2025-05-13T05:19:02+00:00","author":"AttriSight","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":false},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/#article","isPartOf":{"@id":"https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/"},"author":{"name":"AttriSight","@id":"https:\/\/attrisight.com\/en\/#\/schema\/person\/39eb04a342e71b60104eb676d43b9160"},"headline":"Privacy-First Marketing Attribution: Balancing Insights with Compliance","datePublished":"2025-05-13T05:19:02+00:00","mainEntityOfPage":{"@id":"https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/"},"wordCount":5816,"publisher":{"@id":"https:\/\/attrisight.com\/en\/#organization"},"articleSection":["Marketing Attribution"],"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/","url":"https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/","name":"\u9690\u79c1\u4f18\u5148\u7684\u8425\u9500\u5f52\u56e0\uff1a\u517c\u987e\u6d1e\u5bdf\u529b\u4e0e\u5408\u89c4\u6027 - AttriSight","isPartOf":{"@id":"https:\/\/attrisight.com\/en\/#website"},"datePublished":"2025-05-13T05:19:02+00:00","description":"\u4e86\u89e3\u5982\u4f55\u5b9e\u65bd\u9690\u79c1\u4f18\u5148\u7684\u8425\u9500\u5f52\u56e0\u7b56\u7565\uff0c\u5728\u6709\u6548\u6d4b\u91cf\u4e0e\u6cd5\u89c4\u9075\u4ece\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u672c\u7efc\u5408\u6307\u5357\u63a2\u8ba8\u4e86\u57fa\u4e8e\u540c\u610f\u7684\u6846\u67b6\u3001\u6570\u636e\u6700\u5c0f\u5316\u6280\u672f\u548c\u5148\u8fdb\u7684\u5efa\u6a21\u65b9\u6cd5\uff0c\u5e2e\u52a9\u8425\u9500\u4eba\u5458\u5728\u65e5\u76ca\u6ce8\u91cd\u9690\u79c1\u7684\u6570\u5b57\u73af\u5883\u4e2d\u4fdd\u6301\u5f52\u56e0\u80fd\u529b\uff0c\u540c\u65f6\u5efa\u7acb\u6d88\u8d39\u8005\u4fe1\u4efb\u3002","breadcrumb":{"@id":"https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/attrisight.com\/ru\/%d0%ba%d0%be%d0%bd%d1%84%d0%b8%d0%b4%d0%b5%d0%bd%d1%86%d0%b8%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d1%81%d1%82%d1%8c-%d0%bf%d1%80%d0%b5%d0%b6%d0%b4%d0%b5-%d0%b2%d1%81%d0%b5%d0%b3%d0%be-%d0%bc%d0%b0%d1%80\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/attrisight.com\/en\/"},{"@type":"ListItem","position":2,"name":"Privacy-First Marketing Attribution: Balancing Insights with Compliance"}]},{"@type":"WebSite","@id":"https:\/\/attrisight.com\/en\/#website","url":"https:\/\/attrisight.com\/en\/","name":"AttriSight","description":"\u66f4\u667a\u80fd\u7684\u8425\u9500\u3002\u66f4\u5f3a\u7684\u9690\u79c1\u4fdd\u62a4\u3002\u66f4\u5c0f\u7684\u6570\u5b57\u8db3\u8ff9\u3002","publisher":{"@id":"https:\/\/attrisight.com\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/attrisight.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Organization","@id":"https:\/\/attrisight.com\/en\/#organization","name":"AttriSight","url":"https:\/\/attrisight.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/attrisight.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/attrisight.com\/wp-content\/uploads\/2025\/03\/Untitled-design.png","contentUrl":"https:\/\/attrisight.com\/wp-content\/uploads\/2025\/03\/Untitled-design.png","width":500,"height":500,"caption":"AttriSight"},"image":{"@id":"https:\/\/attrisight.com\/en\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/attrisight.com\/en\/#\/schema\/person\/39eb04a342e71b60104eb676d43b9160","name":"AttriSight","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/secure.gravatar.com\/avatar\/373135f1ec41e3a0c4bfa436bd1ae2cf1e5a722be6a376581a12b837d3db904d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/373135f1ec41e3a0c4bfa436bd1ae2cf1e5a722be6a376581a12b837d3db904d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/373135f1ec41e3a0c4bfa436bd1ae2cf1e5a722be6a376581a12b837d3db904d?s=96&d=mm&r=g","caption":"AttriSight"},"sameAs":["https:\/\/attrisight.com"],"url":"https:\/\/attrisight.com\/zh\/author\/site-attrisight-com\/"}]}},"_links":{"self":[{"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/posts\/343","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/comments?post=343"}],"version-history":[{"count":2,"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/posts\/343\/revisions"}],"predecessor-version":[{"id":347,"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/posts\/343\/revisions\/347"}],"wp:attachment":[{"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/media?parent=343"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/categories?post=343"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/attrisight.com\/zh\/wp-json\/wp\/v2\/tags?post=343"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}