{"id":289,"date":"2025-05-12T19:22:30","date_gmt":"2025-05-13T03:22:30","guid":{"rendered":"https:\/\/attrisight.com\/?p=289"},"modified":"2025-05-12T19:22:30","modified_gmt":"2025-05-13T03:22:30","slug":"%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b","status":"publish","type":"post","link":"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/","title":{"rendered":"\u8de8\u6e20\u9053\u8425\u9500\u5f52\u56e0\uff1a\u6253\u7834\u6570\u636e\u5b64\u5c9b"},"content":{"rendered":"\u8de8\u6e20\u9053\u8425\u9500\u5f52\u56e0\u4ecd\u7136\u662f\u73b0\u4ee3\u8425\u9500\u4eba\u5458\u9762\u4e34\u7684\u6700\u5927\u6311\u6218\u4e4b\u4e00\u3002\u7531\u4e8e\u5ba2\u6237\u5728\u505a\u51fa\u8d2d\u4e70\u51b3\u7b56\u4e4b\u524d\u5e73\u5747\u4f1a\u901a\u8fc7\u516d\u4e2a\u4e0d\u540c\u7684\u6e20\u9053\u8fdb\u884c\u4e92\u52a8\uff0c\u6253\u7834\u6570\u636e\u5b64\u5c9b\u5bf9\u4e8e\u7406\u89e3\u5b8c\u6574\u7684\u5ba2\u6237\u65c5\u7a0b\u81f3\u5173\u91cd\u8981\u3002\u672c\u6307\u5357\u5c06\u63a2\u8ba8\u4f01\u4e1a\u5982\u4f55\u514b\u670d\u6e20\u9053\u788e\u7247\u5316\uff0c\u6784\u5efa\u7edf\u4e00\u7684\u5f52\u56e0\u7cfb\u7edf\uff0c\u4ece\u800c\u63d0\u4f9b\u5168\u9762\u7684\u8425\u9500\u7ee9\u6548\u89c6\u56fe\u3002\u5b66\u4e60\u5b9e\u7528\u7684\u6570\u636e\u96c6\u6210\u7b56\u7565\uff0c\u63a2\u7d22\u8fde\u63a5\u4e0d\u540c\u6e20\u9053\u7684\u6280\u672f\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u63a2\u7d22\u6210\u529f\u5b9e\u65bd\u8de8\u6e20\u9053\u5f52\u56e0\u5e76\u663e\u8457\u63d0\u5347\u8425\u9500\u6295\u8d44\u56de\u62a5\u7387\u548c\u5ba2\u6237\u4f53\u9a8c\u7684\u4f01\u4e1a\u771f\u5b9e\u6848\u4f8b\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\" 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href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#The_Cross-Channel_Attribution_Challenge\" >\u8de8\u6e20\u9053\u5f52\u56e0\u6311\u6218<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#The_Proliferation_of_Marketing_Channels\" >\u8425\u9500\u6e20\u9053\u7684\u6fc0\u589e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Technical_Barriers_to_Integration\" >\u96c6\u6210\u7684\u6280\u672f\u58c1\u5792<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Organizational_Silos_Mirror_Data_Silos\" >\u7ec4\u7ec7\u5b64\u5c9b\u53cd\u6620\u6570\u636e\u5b64\u5c9b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Building_the_Foundation_for_Cross-Channel_Attribution\" >\u6784\u5efa\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u57fa\u7840<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#1_Create_a_Unified_Customer_Identity_Framework\" >1. \u521b\u5efa\u7edf\u4e00\u7684\u5ba2\u6237\u8eab\u4efd\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-8\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Identity_Resolution_Strategies\" >\u8eab\u4efd\u89e3\u6790\u7b56\u7565<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#First-Party_Data_Strategy\" >\u7b2c\u4e00\u65b9\u6570\u636e\u7b56\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Technical_Implementation_Approaches\" >\u6280\u672f\u5b9e\u65bd\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-11\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#2_Standardize_Data_Collection_and_Definitions\" >2. \u6807\u51c6\u5316\u6570\u636e\u6536\u96c6\u548c\u5b9a\u4e49<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Unified_Tracking_Framework\" >\u7edf\u4e00\u8ddf\u8e2a\u6846\u67b6<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Data_Governance\" >\u6570\u636e\u6cbb\u7406<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#3_Implement_a_Cross-Channel_Data_Repository\" >3. \u5b9e\u65bd\u8de8\u6e20\u9053\u6570\u636e\u5b58\u50a8\u5e93<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Technology_Options\" >\u6280\u672f\u9009\u9879<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Key_Implementation_Considerations\" >\u5173\u952e\u5b9e\u65bd\u8003\u8651\u56e0\u7d20<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Cross-Channel_Attribution_Models_and_Methodologies\" >\u8de8\u6e20\u9053\u5f52\u56e0\u6a21\u578b\u548c\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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Rules-Based_Multi-Touch_Models\" >\u57fa\u4e8e\u89c4\u5219\u7684\u591a\u70b9\u89e6\u63a7\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Data-Driven_Attribution_Models\" >\u6570\u636e\u9a71\u52a8\u7684\u5f52\u56e0\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Incremental_Measurement_Approaches\" 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href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Customer_Data_Platforms_CDPs\" >\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff08CDP\uff09<\/a><\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Marketing_Analytics_Platforms\" >\u8425\u9500\u5206\u6790\u5e73\u53f0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Data_Integration_Platforms\" >\u6570\u636e\u96c6\u6210\u5e73\u53f0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Marketing_Attribution_Solutions\" >\u8425\u9500\u5f52\u56e0\u89e3\u51b3\u65b9\u6848<\/a><\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Custom_Solutions\" >\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Organizational_Strategies_for_Breaking_Down_Silos\" >\u6253\u7834\u5b64\u5c9b\u7684\u7ec4\u7ec7\u7b56\u7565<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Cross-Channel_Governance\" >\u8de8\u6e20\u9053\u6cbb\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Incentive_Alignment\" >\u6fc0\u52b1\u673a\u5236\u534f\u8c03<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Skill_Development\" >\u6280\u80fd\u53d1\u5c55<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Process_Integration\" >\u6d41\u7a0b\u96c6\u6210<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Case_Studies_Successful_Cross-Channel_Attribution_Implementation\" >\u6848\u4f8b\u7814\u7a76\uff1a\u6210\u529f\u7684\u8de8\u6e20\u9053\u5f52\u56e0\u5b9e\u65bd<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Retail_Brand_Transforms_Marketing_Efficiency\" >\u96f6\u552e\u54c1\u724c\u8f6c\u578b\u8425\u9500\u6548\u7387<\/a><\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#B2B_Software_Company_Unifies_Marketing_and_Sales_Data\" >B2B \u8f6f\u4ef6\u516c\u53f8\u7edf\u4e00\u8425\u9500\u548c\u9500\u552e\u6570\u636e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Financial_Services_Organization_Breaks_Down_Online-Offline_Silos\" >\u91d1\u878d\u670d\u52a1\u673a\u6784\u6253\u7834\u7ebf\u4e0a\u7ebf\u4e0b\u5b64\u5c9b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Practical_Implementation_Steps_for_Cross-Channel_Attribution\" >\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u5b9e\u9645\u5b9e\u65bd\u6b65\u9aa4<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Phase_1_Assessment_and_Foundation_1-3_Months\" >\u7b2c\u4e00\u9636\u6bb5\uff1a\u8bc4\u4f30\u548c\u57fa\u7840\uff081-3\u4e2a\u6708\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Phase_2_Technical_Implementation_3-6_Months\" >\u7b2c\u4e8c\u9636\u6bb5\uff1a\u6280\u672f\u5b9e\u65bd\uff083-6\u4e2a\u6708\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Phase_3_Organizational_Enablement_Ongoing\" >\u7b2c\u4e09\u9636\u6bb5\uff1a\u7ec4\u7ec7\u652f\u6301\uff08\u6b63\u5728\u8fdb\u884c\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Future_Trends_in_Cross-Channel_Attribution\" >\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u672a\u6765\u8d8b\u52bf<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Privacy-First_Attribution\" >\u9690\u79c1\u4f18\u5148\u5f52\u56e0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#AI_and_Machine_Learning_Advancements\" >\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u7684\u8fdb\u6b65<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Cross-Device_and_Cross-Platform_Unification\" >\u8de8\u8bbe\u5907\u548c\u8de8\u5e73\u53f0\u7edf\u4e00<\/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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Attribution_Beyond_Acquisition\" >\u8d85\u8d8a\u6536\u8d2d\u7684\u5f52\u56e0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#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-47\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#How_do_you_attribute_conversions_across_devices\" >\u60a8\u5982\u4f55\u5f52\u56e0\u4e8e\u8de8\u8bbe\u5907\u7684\u8f6c\u5316\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#How_do_you_connect_online_marketing_to_offline_conversions\" >\u5982\u4f55\u5c06\u7ebf\u4e0a\u8425\u9500\u4e0e\u7ebf\u4e0b\u8f6c\u5316\u8054\u7cfb\u8d77\u6765\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#How_does_cross-channel_attribution_work_with_walled_gardens_like_Facebook_and_Google\" >\u8de8\u6e20\u9053\u5f52\u56e0\u5982\u4f55\u4e0e Facebook \u548c Google \u7b49\u56f4\u5899\u82b1\u56ed\u534f\u540c\u5de5\u4f5c\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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#What_skills_are_needed_for_cross-channel_attribution_implementation\" >\u8de8\u6e20\u9053\u5f52\u56e0\u5b9e\u65bd\u9700\u8981\u54ea\u4e9b\u6280\u80fd\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\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#How_do_you_get_buy-in_for_cross-channel_attribution_from_channel-specific_teams\" >\u5982\u4f55\u8ba9\u7279\u5b9a\u6e20\u9053\u56e2\u961f\u8ba4\u53ef\u8de8\u6e20\u9053\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-52\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#Academic_References\" >\u5b66\u672f\u53c2\u8003<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/attrisight.com\/zh\/%e8%b7%a8%e6%b8%a0%e9%81%93%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e6%89%93%e7%a0%b4%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b\/#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\u5982\u4eca\u7684\u5ba2\u6237\u65c5\u7a0b\u7edd\u975e\u7ebf\u6027\u3002\u6f5c\u5728\u5ba2\u6237\u53ef\u80fd\u901a\u8fc7\u793e\u4ea4\u5a92\u4f53\u53d1\u73b0\u60a8\u7684\u54c1\u724c\uff0c\u901a\u8fc7\u81ea\u7136\u641c\u7d22\u7814\u7a76\u60a8\u7684\u4ea7\u54c1\uff0c\u8ba2\u9605\u60a8\u7684\u65b0\u95fb\u901a\u8baf\uff0c\u53c2\u52a0\u7f51\u7edc\u7814\u8ba8\u4f1a\uff0c\u5e76\u6700\u7ec8\u5728\u6536\u5230\u4fc3\u9500\u90ae\u4ef6\u540e\u5b8c\u6210\u8f6c\u5316\u2014\u2014\u6240\u6709\u8fd9\u4e9b\u90fd\u662f\u5728\u79fb\u52a8\u8bbe\u5907\u548c\u684c\u9762\u8bbe\u5907\u4e4b\u95f4\u5207\u6362\u8fdb\u884c\u7684\u3002\u8fd9\u79cd\u590d\u6742\u6027\u7ed9\u8425\u9500\u4eba\u5458\u5e26\u6765\u4e86\u4e00\u4e2a\u6839\u672c\u6027\u7684\u6311\u6218\uff1a\u5f53\u5ba2\u6237\u5728\u8f6c\u5316\u524d\u901a\u8fc7\u591a\u4e2a\u6e20\u9053\u8fdb\u884c\u4e92\u52a8\u65f6\uff0c\u5982\u4f55\u51c6\u786e\u5730\u5c06\u4ef7\u503c\u5f52\u56e0\u4e8e\u6bcf\u4e2a\u63a5\u89e6\u70b9\uff1f\u6570\u636e\u5b64\u5c9b\u2014\u2014\u5b64\u7acb\u7684\u4fe1\u606f\u5b58\u50a8\u5e93\u963b\u788d\u4e86\u5bf9\u5ba2\u6237\u65c5\u7a0b\u7684\u7edf\u4e00\u89c6\u56fe\u2014\u2014\u4f7f\u95ee\u9898\u66f4\u52a0\u590d\u6742\u3002\u5927\u591a\u6570\u7ec4\u7ec7\u5c06\u6570\u636e\u5b58\u50a8\u5728\u4e92\u4e0d\u76f8\u8fde\u7684\u7cfb\u7edf\u4e2d\uff1a\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u3001\u5e7f\u544a\u8d26\u6237\u3001CRM \u7cfb\u7edf\u3001\u7535\u5b50\u90ae\u4ef6\u8425\u9500\u5de5\u5177\u3001\u7f51\u7ad9\u5206\u6790\u7b49\u7b49\u3002\u6bcf\u4e2a\u7cfb\u7edf\u90fd\u53ea\u80fd\u6355\u6349\u5230\u5ba2\u6237\u4f53\u9a8c\u7684\u4e00\u5c0f\u90e8\u5206\uff0c\u8fd9\u4f7f\u5f97\u5168\u9762\u7684\u5f52\u56e0\u51e0\u4e4e\u4e0d\u53ef\u80fd\u5b9e\u73b0\u3002\u8fd9\u4e9b\u5b64\u5c9b\u7684\u540e\u679c\u975e\u5e38\u4e25\u91cd\u3002\u6839\u636e\u9ea6\u80af\u9521\u7684\u7814\u7a76\uff0c\u4e0e\u62e5\u6709\u6574\u5408\u8de8\u6e20\u9053\u6570\u636e\u7684\u516c\u53f8\u76f8\u6bd4\uff0c\u62e5\u6709\u5b64\u7acb\u8425\u9500\u6570\u636e\u7684\u516c\u53f8\uff0c\u5176\u8425\u9500\u6295\u8d44\u56de\u62a5\u7387\u8981\u4f4e 15-20%\u3002 Gartner \u62a5\u544a\u79f0\uff0c\u8425\u9500\u9886\u5bfc\u8005\u5c06\u201c\u8fde\u63a5\u6e20\u9053\u4ee5\u4e86\u89e3\u5ba2\u6237\u65c5\u7a0b\u201d\u5217\u4e3a\u4ed6\u4eec\u7684 #1 \u8861\u91cf\u6311\u6218\u3002\u6570\u636e\u4e0e\u8425\u9500\u534f\u4f1a (Data &amp; Marketing Association) \u6700\u8fd1\u7684\u4e00\u9879\u8c03\u67e5\u53d1\u73b0\uff0c82% \u7684\u8425\u9500\u4eba\u5458\u96be\u4ee5\u8de8\u5ba2\u6237\u63a5\u89e6\u70b9\u8fde\u63a5\u6570\u636e\u3002\u6253\u7834\u8fd9\u4e9b\u6570\u636e\u5b64\u5c9b\u4e0d\u4ec5\u4ec5\u662f\u4e00\u9879\u6280\u672f\u6311\u6218\uff0c\u66f4\u662f\u6218\u7565\u8981\u52a1\u3002\u6210\u529f\u5b9e\u65bd\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u7ec4\u7ec7\u5c06\u83b7\u5f97\u53d8\u9769\u6027\u7684\u6d1e\u5bdf\uff1a\u4e86\u89e3\u54ea\u4e9b\u6e20\u9053\u7ec4\u5408\u80fd\u591f\u63a8\u52a8\u8f6c\u5316\uff0c\u8ba4\u8bc6\u5230\u65e9\u671f\u63a5\u89e6\u70b9\u5982\u4f55\u5f71\u54cd\u540e\u671f\u51b3\u7b56\uff0c\u5e76\u4f18\u5316\u6574\u4e2a\u5ba2\u6237\u65c5\u7a0b\u800c\u975e\u5b64\u7acb\u5730\u4f18\u5316\u5355\u4e2a\u6e20\u9053\u3002\u672c\u6587\u63a2\u8ba8\u4e86\u521b\u65b0\u578b\u516c\u53f8\u5982\u4f55\u6253\u7834\u6570\u636e\u5b64\u5c9b\u4ee5\u5b9e\u65bd\u6709\u6548\u7684\u8de8\u6e20\u9053\u5f52\u56e0\u3001\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u6280\u672f\u4ee5\u53ca\u786e\u4fdd\u6210\u529f\u7684\u7ec4\u7ec7\u65b9\u6cd5\u3002\u5bf9\u4e8e\u957f\u671f\u4ee5\u6765\u4e00\u76f4\u82e6\u4e8e\u5bf9\u5ba2\u6237\u884c\u4e3a\u788e\u7247\u5316\u7406\u89e3\u7684\u8425\u9500\u4eba\u5458\u6765\u8bf4\uff0c\u8fd9\u4e9b\u7b56\u7565\u63d0\u4f9b\u4e86\u4e00\u6761\u771f\u6b63\u4e86\u89e3\u6240\u6709\u6e20\u9053\u8425\u9500\u6548\u679c\u7684\u9014\u5f84\u3002\u5bf9\u4e8e\u5bfb\u6c42\u4e13\u4e1a\u89e3\u51b3\u65b9\u6848\u6765\u8fde\u63a5\u5b64\u7acb\u8425\u9500\u6570\u636e\u7684\u7ec4\u7ec7\u6765\u8bf4\uff0c\u00a0<a href=\"https:\/\/attrisight.com\/zh\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u89c6\u529b<\/a>\u00a0\u63d0\u4f9b\u96c6\u6210\u5f52\u56e0\u529f\u80fd\uff0c\u5c06\u8de8\u6e20\u9053\u6d1e\u5bdf\u7edf\u4e00\u4e3a\u53ef\u64cd\u4f5c\u7684\u60c5\u62a5\u3002\n<h2 id=\"the-cross-channel-attribution-challenge\" tabindex=\"-1\" data-source-line=\"23-23\"><span class=\"ez-toc-section\" id=\"The_Cross-Channel_Attribution_Challenge\"><\/span>\u8de8\u6e20\u9053\u5f52\u56e0\u6311\u6218<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u63a2\u7d22\u89e3\u51b3\u65b9\u6848\u4e4b\u524d\uff0c\u5fc5\u987b\u4e86\u89e3\u5bfc\u81f4\u8de8\u6e20\u9053\u5f52\u56e0\u5982\u6b64\u56f0\u96be\u7684\u5177\u4f53\u6311\u6218\u3002\n<h3 id=\"the-proliferation-of-marketing-channels\" tabindex=\"-1\" data-source-line=\"27-27\"><span class=\"ez-toc-section\" id=\"The_Proliferation_of_Marketing_Channels\"><\/span>\u8425\u9500\u6e20\u9053\u7684\u6fc0\u589e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8425\u9500\u9886\u57df\u51fa\u73b0\u4e86\u5927\u91cf\u6e20\u9053\uff0c\u6bcf\u4e2a\u6e20\u9053\u90fd\u4f1a\u751f\u6210\u81ea\u5df1\u7684\u6570\u636e\uff1a\n<ul data-source-line=\"31-36\">\n<li data-source-line=\"31-31\"><strong>\u4ed8\u8d39\u5a92\u4f53<\/strong>\uff1a\u641c\u7d22\u5e7f\u544a\u3001\u5c55\u793a\u5e7f\u544a\u3001\u793e\u4ea4\u5a92\u4f53\u5e7f\u544a\u3001\u89c6\u9891\u5e7f\u544a\u3001\u539f\u751f\u5e7f\u544a<\/li>\n<li data-source-line=\"32-32\"><strong>\u81ea\u6709\u5a92\u4f53<\/strong>\uff1a\u7f51\u7ad9\u3001\u535a\u5ba2\u3001\u7535\u5b50\u90ae\u4ef6\u3001\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u3001\u793e\u4ea4\u8d44\u6599<\/li>\n<li data-source-line=\"33-33\"><strong>\u8d62\u5f97\u5a92\u4f53<\/strong>\uff1a\u516c\u5173\u3001\u8bc4\u8bba\u3001\u793e\u4ea4\u63d0\u53ca\u3001\u81ea\u7136\u641c\u7d22<\/li>\n<li data-source-line=\"34-34\"><strong>\u5408\u4f5c\u4f19\u4f34\u6e20\u9053<\/strong>\uff1a\u5173\u8054\u516c\u53f8\u3001\u7ecf\u9500\u5546\u3001\u6e20\u9053\u5408\u4f5c\u4f19\u4f34<\/li>\n<li data-source-line=\"35-36\"><strong>\u7ebf\u4e0b\u63a5\u89e6\u70b9<\/strong>\uff1a\u6d3b\u52a8\u3001\u76f4\u90ae\u3001\u5e73\u9762\u5e7f\u544a\u3001\u96f6\u552e\u5e97<\/li>\n<\/ul>\n\u6bcf\u4e2a\u6e20\u9053\u901a\u5e38\u90fd\u6709\u81ea\u5df1\u7684\u6d4b\u91cf\u7cfb\u7edf\u3001\u6d3b\u52a8\u7ed3\u6784\u548c\u6210\u529f\u6307\u6807\uff0c\u4ece\u800c\u5f62\u6210\u5206\u6563\u7684\u6570\u636e\u683c\u5c40\u3002\n<h3 id=\"technical-barriers-to-integration\" tabindex=\"-1\" data-source-line=\"43-43\"><span class=\"ez-toc-section\" id=\"Technical_Barriers_to_Integration\"><\/span>\u96c6\u6210\u7684\u6280\u672f\u58c1\u5792<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8bf8\u591a\u6280\u672f\u6311\u6218\u963b\u788d\u4e86\u8de8\u6e20\u9053\u6570\u636e\u8fde\u63a5\uff1a\n<ul data-source-line=\"47-52\">\n<li data-source-line=\"47-47\"><strong>\u4e0d\u4e00\u81f4\u7684\u6807\u8bc6\u7b26<\/strong>\uff1a\u4e0d\u540c\u7684\u7cfb\u7edf\u4f7f\u7528\u4e0d\u540c\u7684ID\uff08cookie\uff0c\u7535\u5b50\u90ae\u4ef6\u5730\u5740\uff0c\u8bbe\u5907ID\uff09<\/li>\n<li data-source-line=\"48-48\"><strong>\u591a\u79cd\u6570\u636e\u683c\u5f0f<\/strong>\uff1a\u6bcf\u4e2a\u5e73\u53f0\u7684\u6570\u636e\u7ed3\u6784\u90fd\u4e0d\u540c<\/li>\n<li data-source-line=\"49-49\"><strong>API \u9650\u5236<\/strong>\uff1a\u9650\u5236\u8bbf\u95ee Facebook \u548c Google \u7b49\u201c\u56f4\u5899\u82b1\u56ed\u201d\u7684\u6570\u636e<\/li>\n<li data-source-line=\"50-50\"><strong>\u65f6\u95f4\u5dee\u5f02<\/strong>\uff1a\u7cfb\u7edf\u4f7f\u7528\u4e0d\u540c\u7684\u65f6\u95f4\u6233\u548c\u5f52\u56e0\u7a97\u53e3\u8bb0\u5f55\u4e8b\u4ef6<\/li>\n<li data-source-line=\"51-52\"><strong>\u9690\u79c1\u9650\u5236<\/strong>\uff1aGDPR\u3001CCPA \u548c\u5176\u4ed6\u6cd5\u89c4\u9650\u5236\u8de8\u6e20\u9053\u8ffd\u8e2a<\/li>\n<\/ul>\n<h3 id=\"organizational-silos-mirror-data-silos\" tabindex=\"-1\" data-source-line=\"53-53\"><span class=\"ez-toc-section\" id=\"Organizational_Silos_Mirror_Data_Silos\"><\/span>\u7ec4\u7ec7\u5b64\u5c9b\u53cd\u6620\u6570\u636e\u5b64\u5c9b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u6570\u636e\u5b64\u5c9b\u901a\u5e38\u53cd\u6620\u7ec4\u7ec7\u7ed3\u6784\uff1a\n<ul data-source-line=\"57-62\">\n<li data-source-line=\"57-57\"><strong>\u7279\u5b9a\u6e20\u9053\u56e2\u961f<\/strong>\uff1a\u72ec\u7acb\u7684\u56e2\u961f\u7ba1\u7406\u641c\u7d22\u3001\u793e\u4ea4\u3001\u7535\u5b50\u90ae\u4ef6\u7b49\u3002<\/li>\n<li data-source-line=\"58-58\"><strong>\u76f8\u4e92\u7ade\u4e89\u7684\u4f18\u5148\u4e8b\u9879<\/strong>\uff1a\u56e2\u961f\u9488\u5bf9\u7279\u5b9a\u6e20\u9053\u6307\u6807\u800c\u975e\u6574\u4f53\u7ed3\u679c\u8fdb\u884c\u4f18\u5316<\/li>\n<li data-source-line=\"59-59\"><strong>\u9884\u7b97\u7ade\u4e89<\/strong>\uff1a\u6e20\u9053\u4e89\u593a\u8d44\u6e90\uff0c\u5bfc\u81f4\u5206\u4eab\u5f52\u56e0\u4fe1\u7528\u7684\u79ef\u6781\u6027\u964d\u4f4e<\/li>\n<li data-source-line=\"60-60\"><strong>\u4e13\u4e1a\u6280\u80fd<\/strong>\uff1a\u6280\u672f\u4e13\u957f\u5f80\u5f80\u662f\u7279\u5b9a\u4e8e\u6e20\u9053\u7684<\/li>\n<li data-source-line=\"61-62\"><strong>\u4f9b\u5e94\u5546\u5173\u7cfb<\/strong>\uff1a\u4e0d\u540c\u7684\u673a\u6784\u8d1f\u8d23\u4e0d\u540c\u7684\u6e20\u9053<\/li>\n<\/ul>\n\u8fd9\u4e9b\u7ec4\u7ec7\u90e8\u95e8\u521b\u9020\u4e86\u4e00\u79cd\u73af\u5883\uff0c\u5728\u8fd9\u79cd\u73af\u5883\u4e2d\uff0c\u56e2\u961f\u53ef\u80fd\u4f1a\u79ef\u6781\u62b5\u5236\u53ef\u80fd\u91cd\u65b0\u5206\u914d\u8f6c\u6362\u4fe1\u7528\u7684\u7efc\u5408\u5f52\u56e0\u3002\n<h2 id=\"building-the-foundation-for-cross-channel-attribution\" tabindex=\"-1\" data-source-line=\"65-65\"><span class=\"ez-toc-section\" id=\"Building_the_Foundation_for_Cross-Channel_Attribution\"><\/span>\u6784\u5efa\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u57fa\u7840<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u6709\u6548\u7684\u8de8\u6e20\u9053\u5f52\u56e0\u9700\u8981\u575a\u5b9e\u7684\u6570\u636e\u96c6\u6210\u57fa\u7840\u3001\u7edf\u4e00\u7684\u5ba2\u6237\u8eab\u4efd\u548c\u6807\u51c6\u5316\u7684\u6d4b\u91cf\u65b9\u6cd5\u3002\n<h3 id=\"1.-create-a-unified-customer-identity-framework\" tabindex=\"-1\" data-source-line=\"69-69\"><span class=\"ez-toc-section\" id=\"1_Create_a_Unified_Customer_Identity_Framework\"><\/span>1. \u521b\u5efa\u7edf\u4e00\u7684\u5ba2\u6237\u8eab\u4efd\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u57fa\u77f3\u662f\u80fd\u591f\u5728\u4e0d\u540c\u7684\u63a5\u89e6\u70b9\u548c\u8bbe\u5907\u4e0a\u8bc6\u522b\u540c\u4e00\u5ba2\u6237\u3002\u8fd9\u9700\u8981\uff1a\n<h4 id=\"identity-resolution-strategies\" tabindex=\"-1\" data-source-line=\"73-73\"><span class=\"ez-toc-section\" id=\"Identity_Resolution_Strategies\"><\/span>\u8eab\u4efd\u89e3\u6790\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"75-79\">\n<li data-source-line=\"75-75\"><strong>\u786e\u5b9a\u6027\u5339\u914d<\/strong>\uff1a\u6839\u636e\u5df2\u9a8c\u8bc1\u7684\u6807\u8bc6\u7b26\uff08\u4f8b\u5982\u767b\u5f55\u5e10\u6237\u3001\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u6216\u7535\u8bdd\u53f7\u7801\uff09\u8fde\u63a5\u7528\u6237\u6570\u636e<\/li>\n<li data-source-line=\"76-76\"><strong>\u6982\u7387\u5339\u914d<\/strong>\uff1a\u4f7f\u7528\u7edf\u8ba1\u65b9\u6cd5\u8fde\u63a5\u53ef\u80fd\u5c5e\u4e8e\u540c\u4e00\u7528\u6237\u7684\u8bbe\u5907\u548c\u4f1a\u8bdd<\/li>\n<li data-source-line=\"77-77\"><strong>\u8eab\u4efd\u56fe\u8c31<\/strong>\uff1a\u6784\u5efa\u6216\u5229\u7528\u6620\u5c04\u6807\u8bc6\u7b26\u4e4b\u95f4\u8fde\u63a5\u7684\u6570\u636e\u5e93<\/li>\n<li data-source-line=\"78-79\"><strong>\u901a\u7528\u8eab\u4efd\u8bc6\u522b\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5b9e\u65bd Unified ID 2.0 \u6216 LiveRamp \u7684 IdentityLink \u7b49\u6280\u672f<\/li>\n<\/ul>\n<h4 id=\"first-party-data-strategy\" tabindex=\"-1\" data-source-line=\"84-84\"><span class=\"ez-toc-section\" id=\"First-Party_Data_Strategy\"><\/span>\u7b2c\u4e00\u65b9\u6570\u636e\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\u968f\u7740\u7b2c\u4e09\u65b9 Cookie \u7684\u6d88\u5931\uff0c\u7b2c\u4e00\u65b9\u6570\u636e\u5bf9\u4e8e\u8de8\u6e20\u9053\u5f52\u56e0\u53d8\u5f97\u81f3\u5173\u91cd\u8981\uff1a\n<ul data-source-line=\"88-92\">\n<li data-source-line=\"88-88\"><strong>\u4ef7\u503c\u4ea4\u6362\u5b9e\u65bd<\/strong>\uff1a\u6fc0\u52b1\u7528\u6237\u81ea\u6211\u8ba4\u540c<\/li>\n<li data-source-line=\"89-89\"><strong>\u6e10\u8fdb\u5f0f\u5256\u6790<\/strong>\uff1a\u901a\u8fc7\u591a\u6b21\u4e92\u52a8\u9010\u6b65\u5efa\u7acb\u5ba2\u6237\u6863\u6848<\/li>\n<li data-source-line=\"90-90\"><strong>\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u4f53\u9a8c<\/strong>\uff1a\u5f00\u53d1\u6709\u4ef7\u503c\u7684\u767b\u5f55\u4f53\u9a8c<\/li>\n<li data-source-line=\"91-92\"><strong>\u4ee5\u9690\u79c1\u4e3a\u4e2d\u5fc3\u7684\u8bbe\u8ba1<\/strong>\uff1a\u901a\u8fc7\u900f\u660e\u7684\u6570\u636e\u5b9e\u8df5\u5efa\u7acb\u4fe1\u4efb<\/li>\n<\/ul>\n<h4 id=\"technical-implementation-approaches\" tabindex=\"-1\" data-source-line=\"93-93\"><span class=\"ez-toc-section\" id=\"Technical_Implementation_Approaches\"><\/span>\u6280\u672f\u5b9e\u65bd\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"95-99\">\n<li data-source-line=\"95-95\"><strong>\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff08CDP\uff09<\/strong>\uff1a\u5b9e\u65bd\u65e8\u5728\u7edf\u4e00\u5ba2\u6237\u6570\u636e\u7684\u7cfb\u7edf<\/li>\n<li data-source-line=\"96-96\"><strong>\u6570\u636e\u6d01\u51c0\u5ba4<\/strong>\uff1a\u4f7f\u7528\u9690\u79c1\u4fdd\u62a4\u73af\u5883\u8fde\u63a5\u6570\u636e\u96c6<\/li>\n<li data-source-line=\"97-97\"><strong>\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a<\/strong>\uff1a\u4ece\u5ba2\u6237\u7aef\u8f6c\u5411\u670d\u52a1\u5668\u7aef\u6570\u636e\u6536\u96c6<\/li>\n<li data-source-line=\"98-99\"><strong>\u7b2c\u4e00\u65b9\u6570\u636e\u6536\u96c6<\/strong>\uff1a\u589e\u5f3a\u81ea\u6709\u6e20\u9053\u4ee5\u6536\u96c6\u66f4\u53ef\u9760\u7684\u6570\u636e<\/li>\n<\/ul>\n<h3 id=\"2.-standardize-data-collection-and-definitions\" tabindex=\"-1\" data-source-line=\"100-100\"><span class=\"ez-toc-section\" id=\"2_Standardize_Data_Collection_and_Definitions\"><\/span>2. \u6807\u51c6\u5316\u6570\u636e\u6536\u96c6\u548c\u5b9a\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8de8\u6e20\u9053\u5f52\u56e0\u9700\u8981\u4e00\u81f4\u7684\u8ddf\u8e2a\u65b9\u6cd5\uff1a\n<h4 id=\"unified-tracking-framework\" tabindex=\"-1\" data-source-line=\"104-104\"><span class=\"ez-toc-section\" id=\"Unified_Tracking_Framework\"><\/span>\u7edf\u4e00\u8ddf\u8e2a\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"106-110\">\n<li data-source-line=\"106-106\"><strong>\u6807\u51c6\u5316\u53c2\u6570<\/strong>\uff1a\u5b9e\u65bd\u4e00\u81f4\u7684 UTM \u53c2\u6570\u6216\u8ddf\u8e2a\u4ee3\u7801<\/li>\n<li data-source-line=\"107-107\"><strong>\u4e8b\u4ef6\u5206\u7c7b\u6cd5<\/strong>\uff1a\u521b\u5efa\u8de8\u6e20\u9053\u7528\u6237\u884c\u4e3a\u7684\u7edf\u4e00\u5b9a\u4e49<\/li>\n<li data-source-line=\"108-108\"><strong>\u6e20\u9053\u5206\u7c7b<\/strong>\uff1a\u5236\u5b9a\u6e20\u9053\u5206\u7c7b\u7684\u6807\u51c6\u5c42\u6b21\u7ed3\u6784<\/li>\n<li data-source-line=\"109-110\"><strong>\u5f52\u56e0\u6a21\u578b<\/strong>\uff1a\u5efa\u7acb\u8de8\u6e20\u9053\u7684\u4e00\u81f4\u5f52\u56e0\u6a21\u578b<\/li>\n<\/ul>\n<h4 id=\"data-governance\" tabindex=\"-1\" data-source-line=\"111-111\"><span class=\"ez-toc-section\" id=\"Data_Governance\"><\/span>\u6570\u636e\u6cbb\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"113-117\">\n<li data-source-line=\"113-113\"><strong>\u6570\u636e\u5b57\u5178<\/strong>\uff1a\u521b\u5efa\u6307\u6807\u548c\u7ef4\u5ea6\u7684\u5171\u4eab\u5b9a\u4e49<\/li>\n<li data-source-line=\"114-114\"><strong>\u6536\u96c6\u6807\u51c6<\/strong>\uff1a\u5b9e\u65bd\u4e00\u81f4\u7684\u6570\u636e\u6536\u96c6\u65b9\u6cd5<\/li>\n<li data-source-line=\"115-115\"><strong>\u8d28\u91cf\u76d1\u63a7<\/strong>\uff1a\u5efa\u7acb\u6d41\u7a0b\u6765\u9a8c\u8bc1\u6570\u636e\u51c6\u786e\u6027<\/li>\n<li data-source-line=\"116-117\"><strong>\u7ba1\u7406\u804c\u8d23<\/strong>\uff1a\u660e\u786e\u8de8\u6e20\u9053\u6570\u636e\u8d28\u91cf\u7684\u8d23\u4efb<\/li>\n<\/ul>\n<h3 id=\"3.-implement-a-cross-channel-data-repository\" tabindex=\"-1\" data-source-line=\"118-118\"><span class=\"ez-toc-section\" id=\"3_Implement_a_Cross-Channel_Data_Repository\"><\/span>3. \u5b9e\u65bd\u8de8\u6e20\u9053\u6570\u636e\u5b58\u50a8\u5e93<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8425\u9500\u6570\u636e\u7684\u4e2d\u592e\u5b58\u50a8\u5e93\u6784\u6210\u4e86\u5f52\u56e0\u7684\u6280\u672f\u57fa\u7840\uff1a\n<h4 id=\"technology-options\" tabindex=\"-1\" data-source-line=\"122-122\"><span class=\"ez-toc-section\" id=\"Technology_Options\"><\/span>\u6280\u672f\u9009\u9879<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"124-128\">\n<li data-source-line=\"124-124\"><strong>\u8425\u9500\u6570\u636e\u4ed3\u5e93<\/strong>\uff1a\u8425\u9500\u7ee9\u6548\u6570\u636e\u4e13\u7528\u5b58\u50a8<\/li>\n<li data-source-line=\"125-125\"><strong>\u5ba2\u6237\u6570\u636e\u5e73\u53f0<\/strong>\uff1a\u65e8\u5728\u7edf\u4e00\u5ba2\u6237\u8d44\u6599\u548c\u65c5\u7a0b\u7684\u7cfb\u7edf<\/li>\n<li data-source-line=\"126-126\"><strong>\u8425\u9500\u5206\u6790\u5e73\u53f0<\/strong>\uff1a\u5177\u6709\u5185\u7f6e\u8de8\u6e20\u9053\u529f\u80fd\u7684\u5de5\u5177<\/li>\n<li data-source-line=\"127-128\"><strong>\u6570\u636e\u6e56<\/strong>\uff1a\u9002\u7528\u4e8e\u5404\u79cd\u8425\u9500\u6570\u636e\u96c6\u7684\u7075\u6d3b\u5b58\u50a8\u5e93<\/li>\n<\/ul>\n<h4 id=\"key-implementation-considerations\" tabindex=\"-1\" data-source-line=\"129-129\"><span class=\"ez-toc-section\" id=\"Key_Implementation_Considerations\"><\/span>\u5173\u952e\u5b9e\u65bd\u8003\u8651\u56e0\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"131-136\">\n<li data-source-line=\"131-131\"><strong>\u6570\u636e\u96c6\u6210<\/strong>\uff1a\u4ece\u6e90\u7cfb\u7edf\u5efa\u7acb\u81ea\u52a8\u5316\u6d41\u7a0b<\/li>\n<li data-source-line=\"132-132\"><strong>\u8eab\u4efd\u89e3\u6790<\/strong>\uff1a\u5b9e\u65bd\u8fde\u63a5\u7528\u6237\u8eab\u4efd\u7684\u6d41\u7a0b<\/li>\n<li data-source-line=\"133-133\"><strong>\u53f2\u6599<\/strong>\uff1a\u5c3d\u53ef\u80fd\u8fc1\u79fb\u5386\u53f2\u6027\u80fd\u6570\u636e<\/li>\n<li data-source-line=\"134-134\"><strong>\u8bbf\u95ee\u63a7\u5236<\/strong>\uff1a\u4e3a\u654f\u611f\u6570\u636e\u521b\u5efa\u9002\u5f53\u7684\u6cbb\u7406<\/li>\n<li data-source-line=\"135-136\"><strong>\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u6784\u5efa\u9002\u5e94\u4e0d\u65ad\u589e\u957f\u7684\u6570\u636e\u91cf\u7684\u57fa\u7840\u8bbe\u65bd<\/li>\n<\/ul>\n<h2 id=\"cross-channel-attribution-models-and-methodologies\" tabindex=\"-1\" data-source-line=\"137-137\"><span class=\"ez-toc-section\" id=\"Cross-Channel_Attribution_Models_and_Methodologies\"><\/span>\u8de8\u6e20\u9053\u5f52\u56e0\u6a21\u578b\u548c\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u6709\u4e86\u8fd9\u4e9b\u57fa\u7840\u8981\u7d20\uff0c\u7ec4\u7ec7\u5c31\u53ef\u4ee5\u5b9e\u65bd\u8de8\u6e20\u9053\u5f52\u56e0\u6a21\u578b\u3002\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\u63d0\u4f9b\u4e86\u4e0d\u540c\u89c6\u89d2\u6765\u770b\u5f85\u6e20\u9053\u8d21\u732e\uff1a\n<h3 id=\"rules-based-multi-touch-models\" tabindex=\"-1\" data-source-line=\"141-141\"><span class=\"ez-toc-section\" id=\"Rules-Based_Multi-Touch_Models\"><\/span>\u57fa\u4e8e\u89c4\u5219\u7684\u591a\u70b9\u89e6\u63a7\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8fd9\u4e9b\u6a21\u578b\u5e94\u7528\u9884\u5b9a\u89c4\u5219\u6765\u5206\u914d\u8f6c\u6362\u4fe1\u7528\uff1a\n<ul data-source-line=\"145-149\">\n<li data-source-line=\"145-145\"><strong>\u7ebf\u6027\u5f52\u56e0<\/strong>\uff1a\u8f6c\u5316\u8def\u5f84\u4e2d\u7684\u6240\u6709\u63a5\u89e6\u70b9\u5747\u4eab\u6709\u540c\u7b49\u529f\u52b3<\/li>\n<li data-source-line=\"146-146\"><strong>\u57fa\u4e8e\u4f4d\u7f6e\u7684\u5f52\u56e0<\/strong>\uff1a\u7b2c\u4e00\u4e2a\u548c\u6700\u540e\u4e00\u4e2a\u63a5\u89e6\u70b9\u7684\u5f97\u5206\u8f83\u9ad8\uff08\u901a\u5e38\u6bcf\u4e2a 40%\uff09\uff0c\u5269\u4f59\u5f97\u5206\u5206\u914d\u7ed9\u4e2d\u95f4\u63a5\u89e6\u70b9<\/li>\n<li data-source-line=\"147-147\"><strong>\u65f6\u95f4\u8870\u51cf\u5f52\u56e0<\/strong>\uff1a\u66f4\u63a5\u8fd1\u8f6c\u5316\u7684\u63a5\u89e6\u70b9<\/li>\n<li data-source-line=\"148-149\"><strong>\u81ea\u5b9a\u4e49\u89c4\u5219<\/strong>\uff1a\u57fa\u4e8e\u4e1a\u52a1\u7406\u89e3\u7684\u7ec4\u7ec7\u7279\u5b9a\u6a21\u578b<\/li>\n<\/ul>\n<h3 id=\"data-driven-attribution-models\" tabindex=\"-1\" data-source-line=\"154-154\"><span class=\"ez-toc-section\" id=\"Data-Driven_Attribution_Models\"><\/span>\u6570\u636e\u9a71\u52a8\u7684\u5f52\u56e0\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u66f4\u5148\u8fdb\u7684\u6a21\u578b\u4f7f\u7528\u7edf\u8ba1\u5206\u6790\u6765\u786e\u5b9a\u5f52\u56e0\uff1a\n<ul data-source-line=\"158-162\">\n<li data-source-line=\"158-158\"><strong>\u7b97\u6cd5\u5f52\u56e0<\/strong>\uff1a\u5206\u6790\u8f6c\u5316\u8def\u5f84\u6a21\u5f0f\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/li>\n<li data-source-line=\"159-159\"><strong>\u9a6c\u5c14\u53ef\u592b\u94fe\u6a21\u578b<\/strong>\uff1a\u8ba1\u7b97\u6bcf\u4e2a\u63a5\u89e6\u70b9\u7684\u79fb\u9664\u6548\u679c\u7684\u6982\u7387\u6a21\u578b<\/li>\n<li data-source-line=\"160-160\"><strong>\u590f\u666e\u5229\u503c\u6a21\u578b<\/strong>\uff1a\u8ba1\u7b97\u6bcf\u4e2a\u63a5\u89e6\u70b9\u8fb9\u9645\u8d21\u732e\u7684\u535a\u5f08\u8bba\u65b9\u6cd5<\/li>\n<li data-source-line=\"161-162\"><strong>\u56de\u5f52\u6a21\u578b<\/strong>\uff1a\u8bc6\u522b\u63a5\u89e6\u70b9\u548c\u8f6c\u5316\u4e4b\u95f4\u76f8\u5173\u6027\u7684\u7edf\u8ba1\u6a21\u578b<\/li>\n<\/ul>\n<h3 id=\"incremental-measurement-approaches\" tabindex=\"-1\" data-source-line=\"163-163\"><span class=\"ez-toc-section\" id=\"Incremental_Measurement_Approaches\"><\/span>\u589e\u91cf\u6d4b\u91cf\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8fd9\u4e9b\u65b9\u6cd5\u4fa7\u91cd\u4e8e\u8861\u91cf\u8425\u9500\u7684\u589e\u91cf\u5f71\u54cd\uff1a\n<ul data-source-line=\"167-171\">\n<li data-source-line=\"167-167\"><strong>\u53d7\u63a7\u5b9e\u9a8c<\/strong>\uff1aA\/B \u6d4b\u8bd5\u4ee5\u9694\u79bb\u6e20\u9053\u5f71\u54cd<\/li>\n<li data-source-line=\"168-168\"><strong>\u5730\u7406\u5b9e\u9a8c<\/strong>\uff1a\u5728\u7279\u5b9a\u5730\u7406\u533a\u57df\u8fdb\u884c\u6d4b\u8bd5<\/li>\n<li data-source-line=\"169-169\"><strong>\u4fdd\u7559\u6d4b\u8bd5<\/strong>\uff1a\u4e0d\u5411\u5bf9\u7167\u7ec4\u8fdb\u884c\u8425\u9500<\/li>\n<li data-source-line=\"170-171\"><strong>\u5a92\u4f53\u7ec4\u5408\u6a21\u578b<\/strong>\uff1a\u6e20\u9053\u8d21\u732e\u7684\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u65b9\u6cd5<\/li>\n<\/ul>\n<h3 id=\"unified-measurement-frameworks\" tabindex=\"-1\" data-source-line=\"172-172\"><span class=\"ez-toc-section\" id=\"Unified_Measurement_Frameworks\"><\/span>\u7edf\u4e00\u6d4b\u91cf\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9886\u5148\u7684\u7ec4\u7ec7\u6b63\u5728\u7ed3\u5408\u591a\u79cd\u65b9\u6cd5\uff1a\n<ul data-source-line=\"176-179\">\n<li data-source-line=\"176-176\"><strong>\u5f52\u56e0 + \u5a92\u4f53\u7ec4\u5408\u5efa\u6a21<\/strong>\uff1a\u5c06\u7ec6\u7c92\u5ea6\u5f52\u56e0\u4e0e\u81ea\u4e0a\u800c\u4e0b\u7684\u8ba1\u91cf\u7ecf\u6d4e\u6a21\u578b\u76f8\u7ed3\u5408<\/li>\n<li data-source-line=\"177-177\"><strong>\u901a\u8fc7\u589e\u91cf\u6d4b\u8bd5\u8fdb\u884c\u591a\u70b9\u89e6\u63a7\u5f52\u56e0<\/strong>\uff1a\u901a\u8fc7\u63a7\u5236\u5b9e\u9a8c\u9a8c\u8bc1\u5f52\u56e0\u7ed3\u679c<\/li>\n<li data-source-line=\"178-179\"><strong>\u5ba2\u6237\u65c5\u7a0b\u5206\u6790<\/strong>\uff1a\u5173\u6ce8\u4f53\u9a8c\u8def\u5f84\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u8f6c\u5316\u5f52\u56e0<\/li>\n<\/ul>\n<h2 id=\"technology-solutions-for-cross-channel-attribution\" tabindex=\"-1\" data-source-line=\"180-180\"><span class=\"ez-toc-section\" id=\"Technology_Solutions_for_Cross-Channel_Attribution\"><\/span>\u8de8\u6e20\u9053\u5f52\u56e0\u6280\u672f\u89e3\u51b3\u65b9\u6848<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5404\u79cd\u6280\u672f\u6709\u52a9\u4e8e\u5f25\u5408\u6570\u636e\u5b64\u5c9b\uff0c\u5b9e\u73b0\u8de8\u6e20\u9053\u5f52\u56e0\uff1a\n<h3 id=\"customer-data-platforms-(cdps)\" tabindex=\"-1\" data-source-line=\"184-184\"><span class=\"ez-toc-section\" id=\"Customer_Data_Platforms_CDPs\"><\/span>\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff08CDP\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\nCDP \u4e13\u6ce8\u4e8e\u8de8\u6e20\u9053\u521b\u5efa\u7edf\u4e00\u7684\u5ba2\u6237\u6863\u6848\uff1a\n<ul data-source-line=\"188-192\">\n<li data-source-line=\"188-188\"><strong>\u5173\u952e\u529f\u80fd<\/strong>\uff1a\u8eab\u4efd\u89e3\u6790\u3001\u6570\u636e\u7edf\u4e00\u3001\u6863\u6848\u521b\u5efa\u3001\u7ec6\u5206\u6784\u5efa<\/li>\n<li data-source-line=\"189-189\"><strong>\u5f52\u56e0\u7684\u597d\u5904<\/strong>\uff1a\u5355\u4e00\u5ba2\u6237\u89c6\u56fe\u3001\u4e92\u8054\u63a5\u89e6\u70b9\u3001\u7edf\u4e00\u5386\u53f2\u8bb0\u5f55<\/li>\n<li data-source-line=\"190-190\"><strong>\u9886\u5148\u7684\u4f9b\u5e94\u5546<\/strong>\uff1aSegment\u3001Tealium\u3001Adobe \u5b9e\u65f6 CDP\u3001Amperity\u3001BlueConic<\/li>\n<li data-source-line=\"191-192\"><strong>\u5b9e\u65bd\u6ce8\u610f\u4e8b\u9879<\/strong>\uff1a\u6570\u636e\u536b\u751f\u8981\u6c42\u3001\u96c6\u6210\u590d\u6742\u6027\u3001\u6cbb\u7406\u9700\u6c42<\/li>\n<\/ul>\n<h3 id=\"marketing-analytics-platforms\" tabindex=\"-1\" data-source-line=\"193-193\"><span class=\"ez-toc-section\" id=\"Marketing_Analytics_Platforms\"><\/span>\u8425\u9500\u5206\u6790\u5e73\u53f0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u5185\u7f6e\u5f52\u56e0\u529f\u80fd\uff1a\n<ul data-source-line=\"197-201\">\n<li data-source-line=\"197-197\"><strong>\u5173\u952e\u529f\u80fd<\/strong>\uff1a\u591a\u6e20\u9053\u6570\u636e\u8fde\u63a5\u3001\u5f52\u56e0\u6a21\u578b\u3001\u53ef\u89c6\u5316\u3001\u63a8\u8350\u5f15\u64ce<\/li>\n<li data-source-line=\"198-198\"><strong>\u5f52\u56e0\u7684\u597d\u5904<\/strong>\uff1a\u66f4\u5feb\u7684\u4ef7\u503c\u5b9e\u73b0\u65f6\u95f4\u3001\u9884\u5efa\u6a21\u578b\u3001\u7528\u6237\u53cb\u597d\u7684\u754c\u9762<\/li>\n<li data-source-line=\"199-199\"><strong>\u9886\u5148\u7684\u4f9b\u5e94\u5546<\/strong>\uff1a\u8c37\u6b4c\u5206\u6790\u3001Adobe Analytics\u3001Amplitude\u3001Mixpanel<\/li>\n<li data-source-line=\"200-201\"><strong>\u5b9e\u65bd\u6ce8\u610f\u4e8b\u9879<\/strong>\uff1a\u6570\u636e\u6240\u6709\u6743\u3001\u5b9a\u5236\u9650\u5236\u3001\u201c\u9ed1\u76d2\u201d\u7b97\u6cd5<\/li>\n<\/ul>\n<h3 id=\"data-integration-platforms\" tabindex=\"-1\" data-source-line=\"202-202\"><span class=\"ez-toc-section\" id=\"Data_Integration_Platforms\"><\/span>\u6570\u636e\u96c6\u6210\u5e73\u53f0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8fd9\u4e9b\u5de5\u5177\u4e13\u95e8\u7528\u4e8e\u8de8\u7cfb\u7edf\u8fde\u63a5\u6570\u636e\uff1a\n<ul data-source-line=\"206-210\">\n<li data-source-line=\"206-206\"><strong>\u5173\u952e\u529f\u80fd<\/strong>\uff1aETL\/ELT \u6d41\u7a0b\u3001API \u8fde\u63a5\u3001\u6570\u636e\u8f6c\u6362\u3001\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/li>\n<li data-source-line=\"207-207\"><strong>\u5f52\u56e0\u7684\u597d\u5904<\/strong>\uff1a\u7075\u6d3b\u7684\u6570\u636e\u7ba1\u9053\u3001\u81ea\u5b9a\u4e49\u96c6\u6210\u80fd\u529b\u3001\u5b9e\u65f6\u6f5c\u529b<\/li>\n<li data-source-line=\"208-208\"><strong>\u9886\u5148\u7684\u4f9b\u5e94\u5546<\/strong>\uff1aFivetran\u3001Matillion\u3001Alteryx\u3001Talend\u3001Informatica<\/li>\n<li data-source-line=\"209-210\"><strong>\u5b9e\u65bd\u6ce8\u610f\u4e8b\u9879<\/strong>\uff1a\u6280\u672f\u4e13\u957f\u8981\u6c42\u3001\u7ef4\u62a4\u9700\u6c42\u3001\u53ef\u6269\u5c55\u6027<\/li>\n<\/ul>\n<h3 id=\"marketing-attribution-solutions\" tabindex=\"-1\" data-source-line=\"215-215\"><span class=\"ez-toc-section\" id=\"Marketing_Attribution_Solutions\"><\/span>\u8425\u9500\u5f52\u56e0\u89e3\u51b3\u65b9\u6848<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4e13\u4e1a\u5f52\u56e0\u5e73\u53f0\u4e13\u6ce8\u4e8e\u89e3\u51b3\u5f52\u56e0\u6311\u6218\uff1a\n<ul data-source-line=\"219-223\">\n<li data-source-line=\"219-219\"><strong>\u5173\u952e\u529f\u80fd<\/strong>\uff1a\u9ad8\u7ea7\u5f52\u56e0\u6a21\u578b\u3001\u8425\u9500\u7ee9\u6548\u5206\u6790\u3001\u4f18\u5316\u5efa\u8bae<\/li>\n<li data-source-line=\"220-220\"><strong>\u5f52\u56e0\u7684\u597d\u5904<\/strong>\uff1a\u4e13\u7528\u529f\u80fd\u3001\u5f52\u56e0\u4e13\u4e1a\u77e5\u8bc6\u3001\u8de8\u6e20\u9053\u5173\u6ce8<\/li>\n<li data-source-line=\"221-221\"><strong>\u9886\u5148\u7684\u4f9b\u5e94\u5546<\/strong>\uff1aNeustar\u3001Nielsen\u3001AppsFlyer\uff08\u79fb\u52a8\uff09\u3001Rockerbox\u3001Windsor.ai<\/li>\n<li data-source-line=\"222-223\"><strong>\u5b9e\u65bd\u6ce8\u610f\u4e8b\u9879<\/strong>\uff1a\u6210\u672c\u3001\u96c6\u6210\u8981\u6c42\u3001\u590d\u6742\u6027<\/li>\n<\/ul>\n<h3 id=\"custom-solutions\" tabindex=\"-1\" data-source-line=\"224-224\"><span class=\"ez-toc-section\" id=\"Custom_Solutions\"><\/span>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8bb8\u591a\u7ec4\u7ec7\u6839\u636e\u5176\u7279\u5b9a\u9700\u6c42\u6784\u5efa\u5b9a\u5236\u5f52\u56e0\u7cfb\u7edf\uff1a\n<ul data-source-line=\"228-232\">\n<li data-source-line=\"228-228\"><strong>\u5173\u952e\u529f\u80fd<\/strong>\uff1a\u5b8c\u5168\u5b9a\u5236\u6a21\u578b\u3001\u4e1a\u52a1\u7279\u5b9a\u903b\u8f91\u3001\u4e13\u6709\u4f18\u52bf<\/li>\n<li data-source-line=\"229-229\"><strong>\u5f52\u56e0\u7684\u597d\u5904<\/strong>\uff1a\u5b8c\u5168\u63a7\u5236\u3001\u7ade\u4e89\u5dee\u5f02\u5316\u3001\u65e0\u9ed1\u5323\u5b50<\/li>\n<li data-source-line=\"230-230\"><strong>\u6280\u672f\u5806\u6808<\/strong>\uff1a\u901a\u5e38\u662f\u4e91\u6570\u636e\u4ed3\u5e93\u3001BI \u5de5\u5177\u548c\u6570\u636e\u79d1\u5b66\u5e73\u53f0<\/li>\n<li data-source-line=\"231-232\"><strong>\u5b9e\u65bd\u6ce8\u610f\u4e8b\u9879<\/strong>\uff1a\u8d44\u6e90\u9700\u6c42\u3001\u7ef4\u62a4\u8d1f\u62c5\u3001\u5f00\u53d1\u65f6\u95f4\u8868<\/li>\n<\/ul>\n<h2 id=\"organizational-strategies-for-breaking-down-silos\" tabindex=\"-1\" data-source-line=\"233-233\"><span class=\"ez-toc-section\" id=\"Organizational_Strategies_for_Breaking_Down_Silos\"><\/span>\u6253\u7834\u5b64\u5c9b\u7684\u7ec4\u7ec7\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5355\u9760\u6280\u672f\u65e0\u6cd5\u89e3\u51b3\u8de8\u6e20\u9053\u5f52\u56e0\u6311\u6218\u3002\u6210\u529f\u5b9e\u65bd\u9700\u8981\u7ec4\u7ec7\u53d8\u9769\uff1a\n<h3 id=\"cross-channel-governance\" tabindex=\"-1\" data-source-line=\"237-237\"><span class=\"ez-toc-section\" id=\"Cross-Channel_Governance\"><\/span>\u8de8\u6e20\u9053\u6cbb\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5efa\u7acb\u6b63\u5f0f\u7684\u7ed3\u6784\u6765\u7ba1\u7406\u8de8\u6e20\u9053\u7684\u5f52\u56e0\uff1a\n<ul data-source-line=\"241-245\">\n<li data-source-line=\"241-241\"><strong>\u5f52\u56e0\u59d4\u5458\u4f1a<\/strong>\uff1a\u521b\u5efa\u4e00\u4e2a\u8d1f\u8d23\u5f52\u56e0\u7b56\u7565\u7684\u8de8\u804c\u80fd\u56e2\u961f<\/li>\n<li data-source-line=\"242-242\"><strong>\u5171\u4eab\u6307\u6807<\/strong>\uff1a\u5236\u5b9a\u8de8\u6e20\u9053\u7684\u901a\u7528 KPI<\/li>\n<li data-source-line=\"243-243\"><strong>\u7edf\u4e00\u62a5\u544a<\/strong>\uff1a\u5b9e\u65bd\u4e00\u81f4\u7684\u62a5\u544a\u6846\u67b6<\/li>\n<li data-source-line=\"244-245\"><strong>\u9ad8\u7ba1\u8d5e\u52a9<\/strong>\uff1a\u786e\u4fdd\u9886\u5bfc\u5c42\u5bf9\u8de8\u6e20\u9053\u65b9\u6cd5\u7684\u652f\u6301<\/li>\n<\/ul>\n<h3 id=\"incentive-alignment\" tabindex=\"-1\" data-source-line=\"246-246\"><span class=\"ez-toc-section\" id=\"Incentive_Alignment\"><\/span>\u6fc0\u52b1\u673a\u5236\u534f\u8c03<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8c03\u6574\u56e2\u961f\u8bc4\u4f30\u548c\u5956\u52b1\u65b9\u5f0f\uff1a\n<ul data-source-line=\"250-254\">\n<li data-source-line=\"250-250\"><strong>\u5171\u540c\u76ee\u6807<\/strong>\uff1a\u521b\u5efa\u9700\u8981\u8de8\u6e20\u9053\u534f\u4f5c\u7684\u76ee\u6807<\/li>\n<li data-source-line=\"251-251\"><strong>\u56e2\u961f\u85aa\u916c<\/strong>\uff1a\u5c06\u6fc0\u52b1\u63aa\u65bd\u4e0e\u6574\u4f53\u8425\u9500\u7ee9\u6548\u6302\u94a9\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6e20\u9053\u6307\u6807<\/li>\n<li data-source-line=\"252-252\"><strong>\u4fe1\u7528\u5171\u4eab<\/strong>\uff1a\u5b9e\u65bd\u53ef\u8bc6\u522b\u591a\u4e2a\u6e20\u9053\u8d21\u732e\u7684\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"253-254\"><strong>\u534f\u4f5c\u89c4\u5212<\/strong>\uff1a\u8bbe\u8ba1\u6709\u610f\u5229\u7528\u591a\u79cd\u6e20\u9053\u7684\u6d3b\u52a8<\/li>\n<\/ul>\n<h3 id=\"skill-development\" tabindex=\"-1\" data-source-line=\"255-255\"><span class=\"ez-toc-section\" id=\"Skill_Development\"><\/span>\u6280\u80fd\u53d1\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u6784\u5efa\u8de8\u6e20\u9053\u601d\u7ef4\u6240\u9700\u7684\u80fd\u529b\uff1a\n<ul data-source-line=\"259-263\">\n<li data-source-line=\"259-259\"><strong>\u4ea4\u53c9\u8bad\u7ec3<\/strong>\uff1a\u5e2e\u52a9\u4e13\u5bb6\u4e86\u89e3\u5176\u4ed6\u6e20\u9053<\/li>\n<li data-source-line=\"260-260\"><strong>\u5f52\u56e0\u6559\u80b2<\/strong>\uff1a\u5bf9\u56e2\u961f\u8fdb\u884c\u5f52\u56e0\u6982\u5ff5\u548c\u65b9\u6cd5\u7684\u57f9\u8bad<\/li>\n<li data-source-line=\"261-261\"><strong>\u6570\u636e\u7d20\u517b<\/strong>\uff1a\u57f9\u517b\u89e3\u8bfb\u8de8\u6e20\u9053\u6d1e\u5bdf\u7684\u6280\u80fd<\/li>\n<li data-source-line=\"262-263\"><strong>\u7cfb\u7edf\u57f9\u8bad<\/strong>\uff1a\u786e\u4fdd\u56e2\u961f\u53ef\u4ee5\u8bbf\u95ee\u548c\u4f7f\u7528\u96c6\u6210\u6570\u636e\u5e73\u53f0<\/li>\n<\/ul>\n<h3 id=\"process-integration\" tabindex=\"-1\" data-source-line=\"264-264\"><span class=\"ez-toc-section\" id=\"Process_Integration\"><\/span>\u6d41\u7a0b\u96c6\u6210<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u521b\u5efa\u652f\u6301\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u5de5\u4f5c\u6d41\u7a0b\uff1a\n<ul data-source-line=\"268-272\">\n<li data-source-line=\"268-268\"><strong>\u7efc\u5408\u89c4\u5212<\/strong>\uff1a\u5236\u5b9a\u6d3b\u52a8\u65f6\u8981\u8003\u8651\u8de8\u6e20\u9053\u8861\u91cf<\/li>\n<li data-source-line=\"269-269\"><strong>\u7edf\u4e00\u6807\u8bb0<\/strong>\uff1a\u5728\u6240\u6709\u6e20\u9053\u5b9e\u65bd\u4e00\u81f4\u7684\u8ddf\u8e2a<\/li>\n<li data-source-line=\"270-270\"><strong>\u534f\u4f5c\u5206\u6790<\/strong>\uff1a\u8de8\u6e20\u9053\u56e2\u961f\u5206\u6790\u7ed3\u679c<\/li>\n<li data-source-line=\"271-272\"><strong>\u5171\u4eab\u4f18\u5316<\/strong>\uff1a\u6839\u636e\u6574\u4f53\u7ee9\u6548\u6570\u636e\u8fdb\u884c\u6539\u8fdb<\/li>\n<\/ul>\n<h2 id=\"case-studies%3A-successful-cross-channel-attribution-implementation\" tabindex=\"-1\" data-source-line=\"273-273\"><span class=\"ez-toc-section\" id=\"Case_Studies_Successful_Cross-Channel_Attribution_Implementation\"><\/span>\u6848\u4f8b\u7814\u7a76\uff1a\u6210\u529f\u7684\u8de8\u6e20\u9053\u5f52\u56e0\u5b9e\u65bd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"retail-brand-transforms-marketing-efficiency\" tabindex=\"-1\" data-source-line=\"275-275\"><span class=\"ez-toc-section\" id=\"Retail_Brand_Transforms_Marketing_Efficiency\"><\/span>\u96f6\u552e\u54c1\u724c\u8f6c\u578b\u8425\u9500\u6548\u7387<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4e00\u5bb6\u5e74\u6536\u5165\u8fbe145\u4ebf\u7f8e\u5143\u7684\u591a\u6e20\u9053\u96f6\u552e\u5546\uff0c\u6b63\u82e6\u82e6\u6323\u624e\u4e8e\u5176\u6570\u5b57\u8425\u9500\u3001\u7535\u5b50\u90ae\u4ef6\u3001\u79fb\u52a8\u5e94\u7528\u548c\u5e97\u5185\u8fd0\u8425\u4e2d\u6570\u636e\u5b64\u5c9b\u5f0f\u7684\u56f0\u5883\u3002\u6bcf\u4e2a\u6e20\u9053\u90fd\u72ec\u7acb\u8fd0\u8425\uff0c\u4f7f\u7528\u5404\u81ea\u7684\u8861\u91cf\u7cfb\u7edf\uff0c\u5bfc\u81f4\u91cd\u590d\u5b9a\u4f4d\u3001\u4fe1\u7528\u7ea0\u7eb7\u548c\u4f4e\u6548\u652f\u51fa\u3002\n<strong>\u65b9\u6cd5\uff1a<\/strong>\n<ol data-source-line=\"280-284\">\n<li data-source-line=\"280-280\">\u5b9e\u65bd\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff0c\u7edf\u4e00\u5404\u4e2a\u63a5\u89e6\u70b9\u7684\u5ba2\u6237\u8d44\u6599<\/li>\n<li data-source-line=\"281-281\">\u521b\u5efa\u5177\u6709\u4e00\u81f4\u5b9a\u4e49\u7684\u6807\u51c6\u5316\u6d4b\u91cf\u6846\u67b6<\/li>\n<li data-source-line=\"282-282\">\u4e3a\u7ebf\u4e0a\u548c\u7ebf\u4e0b\u8f6c\u5316\u5f00\u53d1\u5b9a\u5236\u7684\u591a\u70b9\u89e6\u63a7\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"283-284\">\u56f4\u7ed5\u5ba2\u6237\u7ec6\u5206\u800c\u975e\u6e20\u9053\u91cd\u7ec4\u8425\u9500\u56e2\u961f<\/li>\n<\/ol>\n<strong>\u7ed3\u679c\uff1a<\/strong>\n<ul data-source-line=\"286-291\">\n<li data-source-line=\"286-286\">\u53d1\u73b0\u793e\u4ea4\u5a92\u4f53\uff0c\u4e4b\u524d\u88ab\u8ba4\u4e3a\u53ea\u8d21\u732e\u4e86 10% \u7684\u6536\u5165\uff0c\u5b9e\u9645\u4e0a\u5374\u5f71\u54cd\u4e86 35% \u7684\u8d2d\u4e70\u91cf<\/li>\n<li data-source-line=\"287-287\">\u53d1\u73b0\u7535\u5b50\u90ae\u4ef6\u8425\u9500\u6d3b\u52a8\u4e0e\u6709\u9488\u5bf9\u6027\u7684\u5c55\u793a\u5e7f\u544a\u914d\u5408\u4f7f\u7528\u65f6\u6548\u679c\u6700\u4f73<\/li>\n<li data-source-line=\"288-288\">\u901a\u8fc7\u6d88\u9664\u5197\u4f59\uff0c\u5c06\u5ba2\u6237\u83b7\u53d6\u6210\u672c\u964d\u4f4e\u4e86 28%<\/li>\n<li data-source-line=\"289-289\">\u901a\u8fc7\u4f18\u5316\u6e20\u9053\u5206\u914d\uff0c\u5e7f\u544a\u652f\u51fa\u56de\u62a5\u7387\u63d0\u9ad8\u4e86 42%<\/li>\n<li data-source-line=\"290-291\">\u901a\u8fc7\u66f4\u597d\u7684\u8de8\u6e20\u9053\u4f53\u9a8c\u534f\u8c03\uff0c18% \u63d0\u9ad8\u4e86\u5ba2\u6237\u4fdd\u7559\u7387<\/li>\n<\/ul>\n\u6700\u5177\u53d8\u9769\u6027\u7684\u89c1\u89e3\u6765\u81ea\u4e8e\u5c06\u5728\u7ebf\u884c\u4e3a\u4e0e\u5e97\u5185\u8d2d\u4e70\u8054\u7cfb\u8d77\u6765\uff0c\u63ed\u793a\u4e86\u67d0\u4e9b\u4ea7\u54c1\u7814\u7a76\u6a21\u5f0f\u5f3a\u70c8\u5730\u9884\u6d4b\u4e86\u9ad8\u4ef7\u503c\u7684\u5e97\u5185\u4ea4\u6613\u3002\n<h3 id=\"b2b-software-company-unifies-marketing-and-sales-data\" tabindex=\"-1\" data-source-line=\"294-294\"><span class=\"ez-toc-section\" id=\"B2B_Software_Company_Unifies_Marketing_and_Sales_Data\"><\/span>B2B \u8f6f\u4ef6\u516c\u53f8\u7edf\u4e00\u8425\u9500\u548c\u9500\u552e\u6570\u636e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4e00\u5bb6\u62e5\u6709 10 \u4e2a\u6708\u9500\u552e\u5468\u671f\u7684 B2B \u8f6f\u4ef6\u63d0\u4f9b\u5546\u5b9e\u65bd\u4e86\u8de8\u6e20\u9053\u5f52\u56e0\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u4e86\u89e3\u5176\u91c7\u8d2d\u59d4\u5458\u4f1a\u7684\u590d\u6742\u5386\u7a0b\uff0c\u6bcf\u4e2a\u8d26\u6237\u901a\u5e38\u5305\u62ec 7 \u4e2a\u4ee5\u4e0a\u7684\u5229\u76ca\u76f8\u5173\u8005\u3002\n<strong>\u65b9\u6cd5\uff1a<\/strong>\n<ol data-source-line=\"299-303\">\n<li data-source-line=\"299-299\">\u5c06\u8425\u9500\u81ea\u52a8\u5316\u3001CRM\u3001\u7f51\u7ad9\u5206\u6790\u548c\u5e7f\u544a\u5e73\u53f0\u96c6\u6210\u5230\u7edf\u4e00\u7684\u6570\u636e\u4ed3\u5e93\u4e2d<\/li>\n<li data-source-line=\"300-300\">\u5b9e\u65bd\u57fa\u4e8e\u5e10\u6237\u7684\u5f52\u56e0\uff0c\u6c47\u603b\u76ee\u6807\u5e10\u6237\u6240\u6709\u8054\u7cfb\u4eba\u7684\u63a5\u89e6\u70b9<\/li>\n<li data-source-line=\"301-301\">\u5f00\u53d1\u4e86\u5305\u542b\u8425\u9500\u548c\u9500\u552e\u63a5\u89e6\u70b9\u7684\u5b9a\u5236\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"302-303\">\u6210\u7acb\u5171\u4eab\u8425\u9500\u9500\u552e\u5f52\u56e0\u59d4\u5458\u4f1a\u6765\u7ba1\u7406\u8861\u91cf\u6807\u51c6<\/li>\n<\/ol>\n<strong>\u7ed3\u679c\uff1a<\/strong>\n<ul data-source-line=\"309-314\">\n<li data-source-line=\"309-309\">\u53d1\u73b0\u6280\u672f\u7f51\u7edc\u7814\u8ba8\u4f1a\u4fc3\u6210\u4e86 40% \u7684\u6700\u7ec8\u6210\u529f\u9500\u552e\u5173\u7cfb\uff0c\u8fdc\u9ad8\u4e8e\u4e4b\u524d\u8ba4\u8bc6\u5230\u7684<\/li>\n<li data-source-line=\"310-310\">\u53d1\u73b0\u4e0e\u6f5c\u5728\u5ba2\u6237\u5206\u4eab\u7684\u9500\u552e\u5185\u5bb9\u5728\u4e0e\u76f8\u5173\u6570\u5b57\u8425\u9500\u76f8\u7ed3\u5408\u65f6\uff0c\u5f71\u54cd\u529b\u53ef\u6269\u5927 3 \u500d<\/li>\n<li data-source-line=\"311-311\">\u786e\u5b9a\u4e86\u80fd\u591f\u663e\u8457\u52a0\u901f\u9500\u552e\u6e20\u9053\u673a\u4f1a\u7684\u7279\u5b9a\u5185\u5bb9\u7ec4\u5408<\/li>\n<li data-source-line=\"312-312\">\u901a\u8fc7\u66f4\u597d\u7684\u5b9a\u4f4d\u548c\u57f9\u80b2\u4f18\u5316\uff0c\u5c06\u6bcf\u4e2a\u5408\u683c\u673a\u4f1a\u7684\u6210\u672c\u964d\u4f4e\u4e86 35%<\/li>\n<li data-source-line=\"313-314\">\u901a\u8fc7\u6ee1\u8db3\u4e0d\u540c\u8d2d\u4e70\u89d2\u8272\u7684\u7279\u5b9a\u4fe1\u606f\u9700\u6c42\uff0c\u5c06\u9500\u552e\u5468\u671f\u7f29\u77ed\u4e86 22%<\/li>\n<\/ul>\n\u7a81\u7834\u6027\u7684\u6d1e\u5bdf\u529b\u6765\u81ea\u4e8e\u8bc6\u522b\u201c\u50ac\u5316\u5242\u5185\u5bb9\u201d\u7ec4\u5408\uff0c\u5f53\u4e00\u4e2a\u8d26\u6237\u7684\u591a\u4e2a\u5229\u76ca\u76f8\u5173\u8005\u4f7f\u7528\u8fd9\u4e9b\u5185\u5bb9\u65f6\uff0c\u8fd9\u4e9b\u7ec4\u5408\u4f1a\u63a8\u52a8\u4ea4\u6613\u5411\u524d\u53d1\u5c55\uff0c\u4ece\u800c\u5f7b\u5e95\u91cd\u7ec4\u4ed6\u4eec\u7684\u5185\u5bb9\u7b56\u7565\u3002\n<h3 id=\"financial-services-organization-breaks-down-online-offline-silos\" tabindex=\"-1\" data-source-line=\"317-317\"><span class=\"ez-toc-section\" id=\"Financial_Services_Organization_Breaks_Down_Online-Offline_Silos\"><\/span>\u91d1\u878d\u670d\u52a1\u673a\u6784\u6253\u7834\u7ebf\u4e0a\u7ebf\u4e0b\u5b64\u5c9b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4e00\u5bb6\u91d1\u878d\u670d\u52a1\u516c\u53f8\u96be\u4ee5\u5c06\u5176\u6570\u5b57\u8425\u9500\u5de5\u4f5c\u4e0e\u547c\u53eb\u4e2d\u5fc3\u548c\u5206\u652f\u673a\u6784\u6d3b\u52a8\u8054\u7cfb\u8d77\u6765\uff0c\u4f46\u5374\u65e0\u6cd5\u51c6\u786e\u8861\u91cf\u8425\u9500\u5bf9\u901a\u5e38\u901a\u8fc7\u7ebf\u4e0b\u6e20\u9053\u9500\u552e\u7684\u9ad8\u4ef7\u503c\u4ea7\u54c1\u7684\u5f71\u54cd\u3002\n<strong>\u65b9\u6cd5\uff1a<\/strong>\n<ol data-source-line=\"322-326\">\n<li data-source-line=\"322-322\">\u4f7f\u7528\u52a8\u6001\u53f7\u7801\u5b9e\u65bd\u547c\u53eb\u8ddf\u8e2a\uff0c\u5c06\u6570\u5b57\u63a5\u89e6\u70b9\u4e0e\u7535\u8bdd\u5bf9\u8bdd\u8fde\u63a5\u8d77\u6765<\/li>\n<li data-source-line=\"323-323\">\u4e3a\u76f4\u90ae\u548c\u5370\u5237\u6d3b\u52a8\u521b\u5efa\u72ec\u7279\u7684\u4e8c\u7ef4\u7801\u548c\u4e2a\u6027\u5316 URL<\/li>\n<li data-source-line=\"324-324\">\u5f00\u53d1\u4e86\u7edf\u4e00\u7684\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff0c\u5c06\u7ebf\u4e0a\u6807\u8bc6\u7b26\u4e0e\u7ebf\u4e0b\u8d26\u6237\u8fde\u63a5\u8d77\u6765<\/li>\n<li data-source-line=\"325-326\">\u8bbe\u8ba1\u4e86\u9002\u5408\u91d1\u878d\u670d\u52a1\u8003\u8651\u5468\u671f\u7684\u5177\u6709\u6269\u5c55\u56de\u987e\u7a97\u53e3\u7684\u81ea\u5b9a\u4e49\u5f52\u56e0\u6a21\u578b<\/li>\n<\/ol>\n<strong>\u7ed3\u679c\uff1a<\/strong>\n<ul data-source-line=\"328-333\">\n<li data-source-line=\"328-328\">\u53d1\u73b0\u4ed8\u8d39\u641c\u7d22\u5728\u4ec5\u8861\u91cf\u5728\u7ebf\u8f6c\u5316\u7387\u65f6\u4f3c\u4e4e\u6548\u7387\u4f4e\u4e0b\uff0c\u4f46\u5b9e\u9645\u4e0a\u5374\u5e26\u6765\u4e86 45% \u7684\u9ad8\u4ef7\u503c\u7535\u8bdd\u54a8\u8be2<\/li>\n<li data-source-line=\"329-329\">\u53d1\u73b0\u5728\u4e0e\u4ee3\u8868\u4ea4\u8c08\u4e4b\u524d\u53c2\u4e0e\u8fc7\u6559\u80b2\u5185\u5bb9\u7684\u5ba2\u6237\u7684\u8f6c\u5316\u7387\u9ad8\u51fa 3 \u500d<\/li>\n<li data-source-line=\"330-330\">\u53d1\u73b0\u9996\u6b21\u8bbf\u95ee\u5206\u5e97\u540e\u7684\u7535\u5b50\u90ae\u4ef6\u57f9\u80b2\u4f7f\u4ea7\u54c1\u91c7\u7528\u7387\u63d0\u9ad8\u4e86 37%<\/li>\n<li data-source-line=\"331-331\">\u4f18\u5316\u6570\u5b57\u8425\u9500\u6d3b\u52a8\uff0c\u4ee5\u5438\u5f15\u5408\u683c\u7684\u7535\u8bdd\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5728\u7ebf\u586b\u5199\u8868\u683c<\/li>\n<li data-source-line=\"332-333\">\u901a\u8fc7\u66f4\u597d\u5730\u534f\u8c03\u6e20\u9053\u6295\u8d44\u4e0e\u5b9e\u9645\u5ba2\u6237\u884c\u4e3a\uff0c\u5c06\u6574\u4f53\u8425\u9500\u6295\u8d44\u56de\u62a5\u7387\u63d0\u9ad8\u4e86 52%<\/li>\n<\/ul>\n\u6700\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u662f\u53d1\u73b0\u54ea\u4e9b\u7279\u5b9a\u7684\u6570\u5b57\u5185\u5bb9\u4e3b\u9898\u80fd\u591f\u5927\u5e45\u63d0\u9ad8\u540e\u7eed\u7ebf\u4e0b\u5bf9\u8bdd\u7684\u8d28\u91cf\uff0c\u4ece\u800c\u4f7f\u4ed6\u4eec\u80fd\u591f\u5f00\u53d1\u7cbe\u51c6\u7684\u76ee\u6807\u5185\u5bb9\u65c5\u7a0b\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u9ad8\u8f6c\u5316\u7387\u3002\n<h2 id=\"practical-implementation-steps-for-cross-channel-attribution\" tabindex=\"-1\" data-source-line=\"336-336\"><span class=\"ez-toc-section\" id=\"Practical_Implementation_Steps_for_Cross-Channel_Attribution\"><\/span>\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u5b9e\u9645\u5b9e\u65bd\u6b65\u9aa4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5e0c\u671b\u6253\u7834\u6570\u636e\u5b64\u5c9b\u8fdb\u884c\u5f52\u56e0\u7684\u7ec4\u7ec7\u5e94\u9075\u5faa\u4ee5\u4e0b\u5b9e\u65bd\u6b65\u9aa4\uff1a\n<h3 id=\"phase-1%3A-assessment-and-foundation-(1-3-months)\" tabindex=\"-1\" data-source-line=\"340-340\"><span class=\"ez-toc-section\" id=\"Phase_1_Assessment_and_Foundation_1-3_Months\"><\/span>\u7b2c\u4e00\u9636\u6bb5\uff1a\u8bc4\u4f30\u548c\u57fa\u7840\uff081-3\u4e2a\u6708\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"342-359\">\n<li data-source-line=\"342-347\">\n<strong>\u5ba1\u8ba1\u5f53\u524d\u72b6\u6001<\/strong>\n<ul data-source-line=\"343-347\">\n<li data-source-line=\"343-343\">\u6620\u5c04\u73b0\u6709\u6570\u636e\u6e90\u548c\u7cfb\u7edf<\/li>\n<li data-source-line=\"344-344\">\u6309\u6e20\u9053\u8bb0\u5f55\u5f53\u524d\u7684\u5f52\u56e0\u65b9\u6cd5<\/li>\n<li data-source-line=\"345-345\">\u8bc6\u522b\u5173\u952e\u6570\u636e\u5b64\u5c9b\u548c\u96c6\u6210\u5dee\u8ddd<\/li>\n<li data-source-line=\"346-347\">\u8bc4\u4f30\u7ec4\u7ec7\u5bf9\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u51c6\u5907\u60c5\u51b5<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"348-353\">\n<strong>\u5b9a\u4e49\u9700\u6c42<\/strong>\n<ul data-source-line=\"349-353\">\n<li data-source-line=\"349-349\">\u786e\u5b9a\u5f52\u56e0\u5e94\u8be5\u56de\u7b54\u7684\u4e1a\u52a1\u95ee\u9898<\/li>\n<li data-source-line=\"350-350\">\u5b9a\u4e49\u5173\u952e\u8f6c\u5316\u4e8b\u4ef6\u548c\u6210\u529f\u6307\u6807<\/li>\n<li data-source-line=\"351-351\">\u786e\u5b9a\u6240\u9700\u7684\u56de\u6eaf\u7a97\u53e3\u548c\u5f52\u56e0\u8303\u56f4<\/li>\n<li data-source-line=\"352-353\">\u786e\u5b9a\u5229\u76ca\u76f8\u5173\u8005\u548c\u62a5\u544a\u9700\u6c42<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"354-359\">\n<strong>\u5236\u5b9a\u5f52\u56e0\u7b56\u7565<\/strong>\n<ul data-source-line=\"355-359\">\n<li data-source-line=\"355-355\">\u9009\u62e9\u5408\u9002\u7684\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"356-356\">\u5b9a\u4e49\u6e20\u9053\u5206\u7c7b\u548c\u5c42\u6b21\u7ed3\u6784<\/li>\n<li data-source-line=\"357-357\">\u521b\u5efa\u6570\u636e\u6cbb\u7406\u6846\u67b6<\/li>\n<li data-source-line=\"358-359\">\u8bbe\u8ba1\u8de8\u6e20\u9053\u62a5\u544a\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 id=\"phase-2%3A-technical-implementation-(3-6-months)\" tabindex=\"-1\" data-source-line=\"360-360\"><span class=\"ez-toc-section\" id=\"Phase_2_Technical_Implementation_3-6_Months\"><\/span>\u7b2c\u4e8c\u9636\u6bb5\uff1a\u6280\u672f\u5b9e\u65bd\uff083-6\u4e2a\u6708\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"362-379\">\n<li data-source-line=\"362-367\">\n<strong>\u5efa\u7acb\u6570\u636e\u57fa\u7840<\/strong>\n<ul data-source-line=\"363-367\">\n<li data-source-line=\"363-363\">\u5b9e\u65bd\u7edf\u4e00\u7684\u8ddf\u8e2a\u6846\u67b6<\/li>\n<li data-source-line=\"364-364\">\u5236\u5b9a\u4e00\u81f4\u7684\u547d\u540d\u7ea6\u5b9a\u548c\u53c2\u6570<\/li>\n<li data-source-line=\"365-365\">\u521b\u5efa\u5ba2\u6237\u8eab\u4efd\u89e3\u6790\u65b9\u6cd5<\/li>\n<li data-source-line=\"366-367\">\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u9a8c\u8bc1\u6d41\u7a0b<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"368-373\">\n<strong>\u8fde\u63a5\u6570\u636e\u6e90<\/strong>\n<ul data-source-line=\"369-373\">\n<li data-source-line=\"369-369\">\u5c06\u7279\u5b9a\u6e20\u9053\u5e73\u53f0\u4e0e\u4e2d\u592e\u5b58\u50a8\u5e93\u96c6\u6210<\/li>\n<li data-source-line=\"370-370\">\u5efa\u7acb\u81ea\u52a8\u5316\u6570\u636e\u7ba1\u9053<\/li>\n<li data-source-line=\"371-371\">\u5b9e\u73b0\u4e00\u81f4\u683c\u5f0f\u7684\u8f6c\u6362\u903b\u8f91<\/li>\n<li data-source-line=\"372-373\">\u9a8c\u8bc1\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"374-379\">\n<strong>\u6784\u5efa\u5f52\u56e0\u5f15\u64ce<\/strong>\n<ul data-source-line=\"375-379\">\n<li data-source-line=\"375-375\">\u90e8\u7f72\u9009\u5b9a\u7684\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"376-376\">\u521b\u5efa\u8de8\u6e20\u9053\u62a5\u544a\u529f\u80fd<\/li>\n<li data-source-line=\"377-377\">\u5f00\u53d1\u53ef\u89c6\u5316\u4eea\u8868\u677f<\/li>\n<li data-source-line=\"378-379\">\u5efa\u7acb\u5b9a\u671f\u5904\u7406\u8ba1\u5212<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 id=\"phase-3%3A-organizational-enablement-(ongoing)\" tabindex=\"-1\" data-source-line=\"380-380\"><span class=\"ez-toc-section\" id=\"Phase_3_Organizational_Enablement_Ongoing\"><\/span>\u7b2c\u4e09\u9636\u6bb5\uff1a\u7ec4\u7ec7\u652f\u6301\uff08\u6b63\u5728\u8fdb\u884c\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"382-399\">\n<li data-source-line=\"382-387\">\n<strong>\u63a8\u52a8\u91c7\u7528<\/strong>\n<ul data-source-line=\"383-387\">\n<li data-source-line=\"383-383\">\u57f9\u8bad\u56e2\u961f\u638c\u63e1\u65b0\u7684\u5f52\u56e0\u65b9\u6cd5<\/li>\n<li data-source-line=\"384-384\">\u5236\u5b9a\u7279\u5b9a\u89d2\u8272\u7684\u6307\u5357\u548c\u7528\u4f8b<\/li>\n<li data-source-line=\"385-385\">\u5efa\u7acb\u53cd\u9988\u673a\u5236\u4ee5\u6301\u7eed\u6539\u8fdb<\/li>\n<li data-source-line=\"386-387\">\u5c55\u793a\u65e9\u671f\u80dc\u5229\uff0c\u79ef\u805a\u52a8\u529b<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"388-393\">\n<strong>\u7cbe\u70bc\u6d41\u7a0b<\/strong>\n<ul data-source-line=\"389-393\">\n<li data-source-line=\"389-389\">\u66f4\u65b0\u89c4\u5212\u5de5\u4f5c\u6d41\u7a0b\u4ee5\u7eb3\u5165\u5f52\u56e0\u6d1e\u5bdf<\/li>\n<li data-source-line=\"390-390\">\u4fee\u6539\u9884\u7b97\u5206\u914d\u6d41\u7a0b<\/li>\n<li data-source-line=\"391-391\">\u5c06\u6fc0\u52b1\u63aa\u65bd\u4e0e\u8de8\u6e20\u9053\u7ee9\u6548\u76f8\u7ed3\u5408<\/li>\n<li data-source-line=\"392-393\">\u5efa\u7acb\u5b9a\u671f\u7684\u8de8\u56e2\u961f\u5f52\u56e0\u8bc4\u5ba1<\/li>\n<\/ul>\n<\/li>\n<li data-source-line=\"394-399\">\n<strong>\u6301\u7eed\u4f18\u5316<\/strong>\n<ul data-source-line=\"395-399\">\n<li data-source-line=\"395-395\">\u5b9a\u671f\u9a8c\u8bc1\u5f52\u56e0\u6a21\u578b\u7684\u51c6\u786e\u6027<\/li>\n<li data-source-line=\"396-396\">\u6d4b\u8bd5\u5e76\u6539\u8fdb\u5f52\u56e0\u65b9\u6cd5<\/li>\n<li data-source-line=\"397-397\">\u5c06\u5f52\u56e0\u8303\u56f4\u6269\u5c55\u81f3\u5176\u4ed6\u6e20\u9053<\/li>\n<li data-source-line=\"398-399\">\u5f00\u53d1\u65e5\u76ca\u590d\u6742\u7684\u6a21\u578b<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2 id=\"future-trends-in-cross-channel-attribution\" tabindex=\"-1\" data-source-line=\"400-400\"><span class=\"ez-toc-section\" id=\"Future_Trends_in_Cross-Channel_Attribution\"><\/span>\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u672a\u6765\u8d8b\u52bf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u968f\u7740\u5f52\u56e0\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u6709\u51e0\u79cd\u8d8b\u52bf\u6b63\u5728\u5851\u9020\u5176\u672a\u6765\uff1a\n<h3 id=\"privacy-first-attribution\" tabindex=\"-1\" data-source-line=\"404-404\"><span class=\"ez-toc-section\" id=\"Privacy-First_Attribution\"><\/span>\u9690\u79c1\u4f18\u5148\u5f52\u56e0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u968f\u7740\u7b2c\u4e09\u65b9 Cookie \u7684\u6d88\u5931\u548c\u9690\u79c1\u6cd5\u89c4\u7684\u52a0\u5f3a\uff0c\u5f52\u56e0\u6b63\u5728\u4e0d\u65ad\u53d1\u5c55\uff1a\n<ul data-source-line=\"408-413\">\n<li data-source-line=\"408-408\"><strong>\u805a\u5408\u6d4b\u91cf<\/strong>\uff1a\u4ece\u57fa\u4e8e\u7528\u6237\u7ea7\u522b\u7684\u5f52\u56e0\u8f6c\u5411\u57fa\u4e8e\u7fa4\u7ec4\u7684\u5f52\u56e0<\/li>\n<li data-source-line=\"409-409\"><strong>\u7edf\u8ba1\u5efa\u6a21<\/strong>\uff1a\u5728\u65e0\u6cd5\u76f4\u63a5\u8ffd\u8e2a\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u63a8\u7406\u65b9\u6cd5<\/li>\n<li data-source-line=\"410-410\"><strong>\u7b2c\u4e00\u65b9\u6570\u636e\u91cd\u70b9<\/strong>\uff1a\u6784\u5efa\u5f3a\u5927\u7684\u7b2c\u4e00\u65b9\u6570\u636e\u8d44\u4ea7<\/li>\n<li data-source-line=\"411-411\"><strong>\u6570\u636e\u6d01\u51c0\u5ba4<\/strong>\uff1a\u4f7f\u7528\u9690\u79c1\u4fdd\u62a4\u73af\u5883\u8fdb\u884c\u5206\u6790<\/li>\n<li data-source-line=\"412-413\"><strong>\u540c\u610f\u7ba1\u7406<\/strong>\uff1a\u5b9e\u65bd\u57fa\u4e8e\u8bb8\u53ef\u7684\u8ddf\u8e2a\u65b9\u6cd5<\/li>\n<\/ul>\n<h3 id=\"ai-and-machine-learning-advancements\" tabindex=\"-1\" data-source-line=\"414-414\"><span class=\"ez-toc-section\" id=\"AI_and_Machine_Learning_Advancements\"><\/span>\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u7684\u8fdb\u6b65<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u5f52\u56e0\u80fd\u529b\uff1a\n<ul data-source-line=\"418-423\">\n<li data-source-line=\"418-418\"><strong>\u81ea\u52a8\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u9488\u5bf9\u7279\u5b9a\u573a\u666f\u786e\u5b9a\u6700\u4f73\u5f52\u56e0\u6a21\u578b\u7684\u4eba\u5de5\u667a\u80fd<\/li>\n<li data-source-line=\"419-419\"><strong>\u9884\u6d4b\u5f52\u56e0<\/strong>\uff1a\u9884\u6d4b\u672a\u6765\u5f71\u54cd\u7684\u524d\u77bb\u6027\u6a21\u578b<\/li>\n<li data-source-line=\"420-420\"><strong>\u81ea\u7136\u8bed\u8a00\u6d1e\u5bdf<\/strong>\uff1a\u4eba\u5de5\u667a\u80fd\u751f\u6210\u7684\u5f52\u56e0\u7ed3\u679c\u89e3\u91ca<\/li>\n<li data-source-line=\"421-421\"><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u81ea\u52a8\u8bc6\u522b\u5f52\u56e0\u6570\u636e\u95ee\u9898<\/li>\n<li data-source-line=\"422-423\"><strong>\u89c4\u8303\u6027\u5efa\u8bae<\/strong>\uff1aAI \u751f\u6210\u7684\u4f18\u5316\u5efa\u8bae<\/li>\n<\/ul>\n<h3 id=\"cross-device-and-cross-platform-unification\" tabindex=\"-1\" data-source-line=\"424-424\"><span class=\"ez-toc-section\" id=\"Cross-Device_and_Cross-Platform_Unification\"><\/span>\u8de8\u8bbe\u5907\u548c\u8de8\u5e73\u53f0\u7edf\u4e00<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5f52\u56e0\u53d8\u5f97\u8d8a\u6765\u8d8a\u5168\u9762\uff1a\n<ul data-source-line=\"428-433\">\n<li data-source-line=\"428-428\"><strong>\u6d41\u5a92\u4f53\u548c CTV \u96c6\u6210<\/strong>\uff1a\u66f4\u597d\u5730\u6d4b\u91cf\u6d41\u5a92\u4f53<\/li>\n<li data-source-line=\"429-429\"><strong>\u7ebf\u4e0a\u7ebf\u4e0b\u8fde\u63a5<\/strong>\uff1a\u52a0\u5f3a\u6570\u5b57\u5f71\u54cd\u529b\u4e0e\u5b9e\u9645\u884c\u52a8\u7684\u8054\u7cfb<\/li>\n<li data-source-line=\"430-430\"><strong>\u8de8\u5e73\u53f0\u8eab\u4efd<\/strong>\uff1a\u63d0\u9ad8\u8de8\u5e73\u53f0\u7528\u6237\u8bc6\u522b\u7387<\/li>\n<li data-source-line=\"431-431\"><strong>\u56f4\u5899\u82b1\u56ed\u6574\u5408<\/strong>\uff1a\u66f4\u597d\u5730\u6574\u5408\u5c01\u95ed\u751f\u6001\u7cfb\u7edf\u6570\u636e<\/li>\n<li data-source-line=\"432-433\"><strong>\u7269\u8054\u7f51\u548c\u65b0\u5174\u6e20\u9053<\/strong>\uff1a\u6d4b\u91cf\u6269\u5c55\u5230\u65b0\u7684\u63a5\u89e6\u70b9<\/li>\n<\/ul>\n<h3 id=\"attribution-beyond-acquisition\" tabindex=\"-1\" data-source-line=\"434-434\"><span class=\"ez-toc-section\" id=\"Attribution_Beyond_Acquisition\"><\/span>\u8d85\u8d8a\u6536\u8d2d\u7684\u5f52\u56e0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5f52\u56e0\u8303\u56f4\u6b63\u5728\u6269\u5927\uff0c\u8d85\u8d8a\u521d\u59cb\u8f6c\u5316\uff1a\n<ul data-source-line=\"438-443\">\n<li data-source-line=\"438-438\"><strong>\u7ec8\u8eab\u4ef7\u503c\u5f52\u56e0<\/strong>\uff1a\u5c06\u65e9\u671f\u63a5\u89e6\u70b9\u4e0e\u957f\u671f\u4ef7\u503c\u8054\u7cfb\u8d77\u6765<\/li>\n<li data-source-line=\"439-439\"><strong>\u5ba2\u6237\u4f53\u9a8c\u5f52\u56e0<\/strong>\uff1a\u8861\u91cf\u4f53\u9a8c\u5bf9\u5fe0\u8bda\u5ea6\u7684\u5f71\u54cd<\/li>\n<li data-source-line=\"440-440\"><strong>\u4ea7\u54c1\u4f7f\u7528\u5f52\u56e0<\/strong>\uff1a\u5c06\u8425\u9500\u4e0e\u4ea7\u54c1\u91c7\u7528\u6a21\u5f0f\u8054\u7cfb\u8d77\u6765<\/li>\n<li data-source-line=\"441-441\"><strong>\u54c1\u724c\u5f71\u54cd\u529b\u6d4b\u91cf<\/strong>\uff1a\u5c06\u54c1\u724c\u8425\u9500\u4e0e\u4e1a\u52a1\u6210\u679c\u8054\u7cfb\u8d77\u6765<\/li>\n<li data-source-line=\"442-443\"><strong>\u975e\u8425\u9500\u63a5\u89e6\u70b9<\/strong>\uff1a\u5c06\u670d\u52a1\u548c\u4ea7\u54c1\u4f53\u9a8c\u7eb3\u5165\u5f52\u56e0<\/li>\n<\/ul>\n<h2 id=\"faqs\" tabindex=\"-1\" data-source-line=\"444-444\"><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"how-do-you-attribute-conversions-across-devices%3F\" tabindex=\"-1\" data-source-line=\"446-446\"><span class=\"ez-toc-section\" id=\"How_do_you_attribute_conversions_across_devices\"><\/span>\u60a8\u5982\u4f55\u5f52\u56e0\u4e8e\u8de8\u8bbe\u5907\u7684\u8f6c\u5316\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8de8\u8bbe\u5907\u5f52\u56e0\u9700\u8981\u8de8\u591a\u4e2a\u8bbe\u5907\u8fde\u63a5\u7528\u6237\u8eab\u4efd\u3002\u6700\u6709\u6548\u7684\u65b9\u6cd5\u662f\u5c06\u786e\u5b9a\u6027\u5339\u914d\uff08\u901a\u8fc7\u767b\u5f55\u540d\u6216\u7535\u5b50\u90ae\u4ef6\u660e\u786e\u8bc6\u522b\u7528\u6237\uff09\u4e0e\u6982\u7387\u5339\u914d\uff08\u4f7f\u7528\u7edf\u8ba1\u6a21\u578b\u8fde\u63a5\u53ef\u80fd\u76f8\u5173\u7684\u8bbe\u5907\uff09\u76f8\u7ed3\u5408\u3002\u5ba2\u6237\u6570\u636e\u5e73\u53f0 (CDP) \u901a\u5e38\u63d0\u4f9b\u8fd9\u4e9b\u529f\u80fd\uff0c\u4f7f\u7528\u8eab\u4efd\u56fe\u8c31\u6765\u7ef4\u62a4\u8bbe\u5907\u4e4b\u95f4\u7684\u8fde\u63a5\u3002\u4e3a\u4e86\u83b7\u5f97\u6700\u4f73\u6548\u679c\uff0c\u7ec4\u7ec7\u5e94\u5b9e\u65bd\u5f3a\u5927\u7684\u8eab\u4efd\u9a8c\u8bc1\u6fc0\u52b1\u63aa\u65bd\uff0c\u9f13\u52b1\u7528\u6237\u8de8\u8bbe\u5907\u8fdb\u884c\u8eab\u4efd\u8bc6\u522b\uff0c\u5e76\u91c7\u7528\u590d\u6742\u7684\u5efa\u6a21\u6280\u672f\uff0c\u4ee5\u4fbf\u5728\u65e0\u6cd5\u660e\u786e\u8bc6\u522b\u65f6\u5f25\u8865\u5dee\u8ddd\u3002\n<h3 id=\"how-do-you-connect-online-marketing-to-offline-conversions%3F\" tabindex=\"-1\" data-source-line=\"449-449\"><span class=\"ez-toc-section\" id=\"How_do_you_connect_online_marketing_to_offline_conversions\"><\/span>\u5982\u4f55\u5c06\u7ebf\u4e0a\u8425\u9500\u4e0e\u7ebf\u4e0b\u8f6c\u5316\u8054\u7cfb\u8d77\u6765\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5c06\u7ebf\u4e0a\u8425\u9500\u4e0e\u7ebf\u4e0b\u8f6c\u5316\u8fde\u63a5\u8d77\u6765\uff0c\u9700\u8981\u5728\u5404\u4e2a\u6e20\u9053\u4e4b\u95f4\u5efa\u7acb\u53ef\u8bc6\u522b\u7684\u6865\u6881\u3002\u6709\u6548\u7684\u6280\u672f\u5305\u62ec\uff1a(1) \u5728\u6570\u5b57\u6e20\u9053\u4e2d\u5c55\u793a\u4e13\u5c5e\u4fc3\u9500\u4ee3\u7801\uff0c\u5e76\u5728\u8f6c\u5316\u65f6\u6536\u96c6\uff1b(2) \u4f7f\u7528\u52a8\u6001\u7535\u8bdd\u53f7\u7801\u8fdb\u884c\u547c\u53eb\u8ddf\u8e2a\uff0c\u5c06\u6570\u5b57\u89e6\u70b9\u4e0e\u7535\u8bdd\u5bf9\u8bdd\u8fde\u63a5\u8d77\u6765\uff1b(3) \u4e3a\u5b9e\u4f53\u6750\u6599\u521b\u5efa\u4e2a\u6027\u5316 URL \u6216\u4e8c\u7ef4\u7801\uff1b(4) \u5728\u7ebf\u4e0a\u548c\u9500\u552e\u70b9\u91c7\u96c6\u7535\u5b50\u90ae\u4ef6\u5730\u5740\uff1b\u4ee5\u53ca (5) \u5206\u6790\u5339\u914d\u6570\u636e\uff0c\u5c06\u7ebf\u4e0b\u4ea4\u6613\u8bb0\u5f55\u4e0e\u7ebf\u4e0a\u8425\u9500\u66dd\u5149\u8fdb\u884c\u6bd4\u8f83\u3002\u6700\u6210\u719f\u7684\u65b9\u6cd5\u4f1a\u7ed3\u5408\u591a\u79cd\u65b9\u6cd5\uff0c\u6784\u5efa\u5168\u9762\u7684\u7ebf\u4e0a\u7ebf\u4e0b\u5f52\u56e0\u3002\n<h3 id=\"how-does-cross-channel-attribution-work-with-walled-gardens-like-facebook-and-google%3F\" tabindex=\"-1\" data-source-line=\"452-452\"><span class=\"ez-toc-section\" id=\"How_does_cross-channel_attribution_work_with_walled_gardens_like_Facebook_and_Google\"><\/span>\u8de8\u6e20\u9053\u5f52\u56e0\u5982\u4f55\u4e0e Facebook \u548c Google \u7b49\u56f4\u5899\u82b1\u56ed\u534f\u540c\u5de5\u4f5c\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u7531\u4e8e\u8fd9\u4e9b\u5e73\u53f0\u9650\u5236\u6570\u636e\u5171\u4eab\uff0c\u8de8\u201c\u56f4\u5899\u82b1\u56ed\u201d\u5f52\u56e0\u9762\u4e34\u5de8\u5927\u6311\u6218\u3002\u6709\u6548\u7684\u65b9\u6cd5\u5305\u62ec\uff1a(1) \u4f7f\u7528\u5e73\u53f0\u63d0\u4f9b\u7684\u5f52\u56e0\u5de5\u5177\uff0c\u4f8b\u5982 Google \u548c Facebook \u7684\u8f6c\u5316 API\uff1b(2) \u8de8\u5e73\u53f0\u5b9e\u65bd\u4e00\u81f4\u7684 UTM \u53c2\u6570\u4ee5\u8fdb\u884c\u843d\u5730\u9875\u5206\u6790\uff1b(3) \u521b\u5efa\u5141\u8bb8\u8fdb\u884c\u9690\u79c1\u5408\u89c4\u5206\u6790\u7684\u6570\u636e\u51c0\u5ba4\uff1b(4) \u5229\u7528\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a\u6355\u83b7\u8f6c\u5316\u6570\u636e\uff0c\u7136\u540e\u518d\u5c06\u5176\u53d1\u9001\u5230\u5e73\u53f0\uff1b\u4ee5\u53ca (5) \u8fdb\u884c\u589e\u91cf\u6d4b\u8bd5\u4ee5\u8861\u91cf\u5e73\u53f0\u7684\u771f\u5b9e\u5f71\u54cd\u3002\u968f\u7740\u7b2c\u4e09\u65b9 Cookie \u7684\u6d88\u5931\uff0c\u7b2c\u4e00\u65b9\u6570\u636e\u7b56\u7565\u5bf9\u4e8e\u8de8\u5e73\u53f0\u8861\u91cf\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\u3002\n<h3 id=\"what-skills-are-needed-for-cross-channel-attribution-implementation%3F\" tabindex=\"-1\" data-source-line=\"455-455\"><span class=\"ez-toc-section\" id=\"What_skills_are_needed_for_cross-channel_attribution_implementation\"><\/span>\u8de8\u6e20\u9053\u5f52\u56e0\u5b9e\u65bd\u9700\u8981\u54ea\u4e9b\u6280\u80fd\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u6210\u529f\u7684\u8de8\u6e20\u9053\u5f52\u56e0\u9700\u8981\u591a\u79cd\u6280\u80fd\uff1a(1) \u6570\u636e\u5de5\u7a0b\u4e13\u4e1a\u77e5\u8bc6\uff0c\u7528\u4e8e\u8fde\u63a5\u4e0d\u540c\u7684\u6570\u636e\u6e90\uff1b(2) \u5206\u6790\u77e5\u8bc6\uff0c\u7528\u4e8e\u89e3\u8bfb\u8de8\u6e20\u9053\u6a21\u5f0f\uff1b(3) \u7edf\u8ba1\u5b66\u77e5\u8bc6\uff0c\u7528\u4e8e\u8bc4\u4f30\u5f52\u56e0\u6a21\u578b\uff1b(4) \u8425\u9500\u6280\u672f\u7ecf\u9a8c\uff0c\u7528\u4e8e\u5b9e\u65bd\u8ddf\u8e2a\u548c\u8861\u91cf\u5de5\u5177\uff1b(5) \u5546\u4e1a\u654f\u9510\u5ea6\uff0c\u7528\u4e8e\u5c06\u5f52\u56e0\u6d1e\u5bdf\u8f6c\u5316\u4e3a\u884c\u52a8\uff1b(6) \u6c9f\u901a\u6280\u5de7\uff0c\u7528\u4e8e\u5411\u5229\u76ca\u76f8\u5173\u8005\u89e3\u91ca\u590d\u6742\u7684\u53d1\u73b0\u3002\u7ec4\u7ec7\u901a\u5e38\u9700\u8981\u591a\u65b9\u9762\u7684\u4e13\u5bb6\u7ec4\u5408\uff0c\u6570\u636e\u5de5\u7a0b\u5e08\u8d1f\u8d23\u6280\u672f\u5b9e\u65bd\uff0c\u5206\u6790\u4e13\u4e1a\u4eba\u5458\u5219\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u8425\u9500\u6d1e\u5bdf\u3002\n<h3 id=\"how-do-you-get-buy-in-for-cross-channel-attribution-from-channel-specific-teams%3F\" tabindex=\"-1\" data-source-line=\"458-458\"><span class=\"ez-toc-section\" id=\"How_do_you_get_buy-in_for_cross-channel_attribution_from_channel-specific_teams\"><\/span>\u5982\u4f55\u8ba9\u7279\u5b9a\u6e20\u9053\u56e2\u961f\u8ba4\u53ef\u8de8\u6e20\u9053\u5f52\u56e0\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8981\u83b7\u5f97\u6e20\u9053\u56e2\u961f\u7684\u8ba4\u53ef\uff0c\u9700\u8981\u89e3\u51b3\u4ed6\u4eec\u5bf9\u4e8e\u5f52\u56e0\u53ef\u80fd\u4f1a\u5982\u4f55\u5f71\u54cd\u611f\u77e5\u7ee9\u6548\u7684\u56fa\u6709\u62c5\u5fe7\u3002\u6210\u529f\u7684\u65b9\u6cd5\u5305\u62ec\uff1a(1) \u4ece\u201c\u548c\u201d\u6307\u6807\u5165\u624b\uff0c\u8fd9\u4e9b\u6307\u6807\u662f\u6e20\u9053\u7279\u5b9a\u6307\u6807\u7684\u8865\u5145\u800c\u975e\u66ff\u4ee3\uff1b(2) \u8ba9\u6e20\u9053\u8d1f\u8d23\u4eba\u53c2\u4e0e\u5f52\u56e0\u6a21\u578b\u7684\u5f00\u53d1\uff1b(3) \u5f3a\u8c03\u5f52\u56e0\u5982\u4f55\u63ed\u793a\u6bcf\u4e2a\u6e20\u9053\u7684\u8de8\u6e20\u9053\u5f71\u54cd\u529b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u76f4\u63a5\u8f6c\u5316\uff1b(4) \u5b9e\u65bd\u5206\u9636\u6bb5\u8fc7\u6e21\uff0c\u9010\u6b65\u8f6c\u53d8\u7ee9\u6548\u8bc4\u4f30\u65b9\u5f0f\uff1b(5) \u521b\u5efa\u5171\u4eab\u7684\u6210\u529f\u6307\u6807\uff0c\u5956\u52b1\u8de8\u6e20\u9053\u5f71\u54cd\u529b\u3002\u6700\u91cd\u8981\u7684\u662f\uff0c\u5c06\u5f52\u56e0\u5b9a\u4f4d\u4e3a\u4f18\u5316\u5de5\u5177\uff0c\u800c\u975e\u8bc4\u4f30\u5de5\u5177\u3002\n<h2 id=\"academic-references\" tabindex=\"-1\" data-source-line=\"461-461\"><span class=\"ez-toc-section\" id=\"Academic_References\"><\/span>\u5b66\u672f\u53c2\u8003<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol data-source-line=\"463-472\">\n<li data-source-line=\"463-464\">\nLi, H., &amp; Kannan, PK (2014). \u201c\u591a\u6e20\u9053\u5728\u7ebf\u8425\u9500\u73af\u5883\u4e2d\u7684\u8f6c\u5316\u5f52\u56e0\uff1a\u5b9e\u8bc1\u6a21\u578b\u4e0e\u5b9e\u5730\u5b9e\u9a8c\u3002\u201d\u300a\u5e02\u573a\u8425\u9500\u7814\u7a76\u6742\u5fd7\u300b\uff0c51(1)\uff0c40-56\u3002\n<\/li>\n<li data-source-line=\"465-466\">\nBerman, R. (2018)\u3002\u201c\u8d85\u8d8a\u6700\u540e\u4e00\u70b9\uff1a\u5728\u7ebf\u5e7f\u544a\u4e2d\u7684\u5f52\u56e0\u3002\u201d\u300a\u8425\u9500\u79d1\u5b66\u300b\uff0c37(5)\uff0c771-792\u3002\n<\/li>\n<li data-source-line=\"467-468\">\nAbhishek, V.\u3001Fader, P. \u548c Hosanagar, K. (2015)\u3002\u201c\u901a\u8fc7\u6f0f\u6597\u8fdb\u884c\u5a92\u4f53\u66dd\u5149\uff1a\u591a\u9636\u6bb5\u5f52\u56e0\u6a21\u578b\u3002\u201d SSRN \u63d0\u4f9b\uff1ahttps:\/\/ssrn.com\/abstract=2158421\n<\/li>\n<li data-source-line=\"469-470\">\nDe Haan, E.\u3001Wiesel, T. \u548c Pauwels, K. (2016)\u3002\u201c\u591a\u6e20\u9053\u5f52\u56e0\u6846\u67b6\u4e0b\u4e0d\u540c\u5f62\u5f0f\u5728\u7ebf\u5e7f\u544a\u5bf9\u8d2d\u4e70\u8f6c\u5316\u7684\u6709\u6548\u6027\u3002\u201d\u300a\u56fd\u9645\u5e02\u573a\u8425\u9500\u7814\u7a76\u6742\u5fd7\u300b\uff0c33(3)\uff0c491-507\u3002\n<\/li>\n<li data-source-line=\"471-472\">\nAnderl, E.\u3001Schumann, JH \u548c Kunz, W. (2016)\u3002\u201c\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u591a\u6e20\u9053\u5728\u7ebf\u6570\u636e\u7684\u590d\u6742\u6027\uff1a\u4e00\u79cd\u57fa\u4e8e\u5206\u7c7b\u6cd5\u7684\u5ba2\u6237\u65c5\u7a0b\u65b0\u65b9\u6cd5\u3002\u201d\u300a\u96f6\u552e\u6742\u5fd7\u300b\uff0c92(2)\uff0c185-203\u3002\n<\/li>\n<\/ol>\n<h2 id=\"conclusion\" tabindex=\"-1\" data-source-line=\"473-473\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>\u7ed3\u8bba<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5bf9\u4e8e\u5e0c\u671b\u4e86\u89e3\u771f\u6b63\u8425\u9500\u6548\u679c\u7684\u7ec4\u7ec7\u800c\u8a00\uff0c\u6253\u7834\u6570\u636e\u5b64\u5c9b\u8fdb\u884c\u8de8\u6e20\u9053\u5f52\u56e0\u5df2\u4e0d\u518d\u662f\u53ef\u6709\u53ef\u65e0\u7684\u9009\u62e9\u3002\u968f\u7740\u5ba2\u6237\u65c5\u7a0b\u65e5\u76ca\u590d\u6742\u2014\u2014\u8de8\u8d8a\u591a\u6e20\u9053\u3001\u591a\u8bbe\u5907\u4ee5\u53ca\u7ebf\u4e0a\/\u7ebf\u4e0b\u4e92\u52a8\u2014\u2014\u4f20\u7edf\u7684\u7279\u5b9a\u6e20\u9053\u8861\u91cf\u65b9\u6cd5\u6839\u672c\u65e0\u6cd5\u51c6\u786e\u53cd\u6620\u8425\u9500\u6548\u679c\u3002\u6210\u529f\u7684\u8de8\u6e20\u9053\u5f52\u56e0\u5e26\u6765\u8bf8\u591a\u76ca\u5904\uff1a\n<ol data-source-line=\"479-484\">\n<li data-source-line=\"479-479\"><strong>\u4f18\u5316\u8425\u9500\u6295\u8d44<\/strong>\uff1a\u4e86\u89e3\u6bcf\u4e2a\u6e20\u9053\u7684\u771f\u6b63\u5f71\u54cd\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u5206\u914d\u9884\u7b97<\/li>\n<li 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