{"id":10257,"date":"2024-05-16T11:13:24","date_gmt":"2024-05-16T05:43:24","guid":{"rendered":"https:\/\/www.knowskit.com\/?p=10257"},"modified":"2024-05-16T12:11:28","modified_gmt":"2024-05-16T06:41:28","slug":"twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0","status":"publish","type":"post","link":"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0","title":{"rendered":"\u5728 Twitter \u4e2d\u6574\u5408\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60 (X)"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_and_Machine_Learning_in_Twitter\"><\/span>\u63a8\u7279\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60<span class=\"ez-toc-section-end\"><\/span><\/h2><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 ez-toc-wrap-center 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 ez-toc-toggle\" style=\"cursor:pointer\">\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 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#AI_and_Machine_Learning_in_Twitter\" >\u63a8\u7279\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#The_Secret_Sauce_AI_and_ML_at_Play\" >\u79d8\u8bc0\uff1a\u4eba\u5de5\u667a\u80fd\u548c ML \u5728\u53d1\u6325\u4f5c\u7528<\/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:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Personalized_Feeds_Just_for_You\" >\u4e2a\u6027\u5316\u4f9b\u7a3f\uff1a\u53ea\u4e3a\u60a8\uff01<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Examples_of_Personalized_Content_on_Twitter\" >Twitter \u4e0a\u7684\u4e2a\u6027\u5316\u5185\u5bb9\u793a\u4f8b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Spam_Be_Gone\" >\u5783\u573e\u90ae\u4ef6\u6eda\u86cb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Catching_the_Wave_Trend_Spotting\" >\u6293\u4f4f\u6d6a\u6f6e\u53d1\u73b0\u8d8b\u52bf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Keeping_Users_Hooked\" >\u8ba9\u7528\u6237\u4e0a\u763e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Money_Talks_Ad_Magic\" >\u6709\u94b1\u80fd\u4f7f\u9b3c\u63a8\u78e8\u5e7f\u544a\u9b54\u672f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Common_AI_and_ML_Models_Used_in_Twitter\" >Twitter \u4e2d\u5e38\u7528\u7684\u4eba\u5de5\u667a\u80fd\u548c ML \u6a21\u578b<\/a><\/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:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Keeping_It_Safe_Data_and_Privacy\" >\u786e\u4fdd\u5b89\u5168\uff1a\u6570\u636e\u4e0e\u9690\u79c1<\/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:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Locks_and_Keys_Data_Encryption\" >\u9501\u548c\u94a5\u5319\u6570\u636e\u52a0\u5bc6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Whos_Who_Access_Controls\" >\u8c01\u662f\u8c01\u8bbf\u95ee\u63a7\u5236<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Forget_Me_Not_Anonymization\" >\u52ff\u5fd8\u6211\u533f\u540d\u5316<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Under_the_Hood_AI_and_ML_Tech_Talk\" >\u5f15\u64ce\u76d6\u4e0b\uff1a\u4eba\u5de5\u667a\u80fd\u548c ML \u6280\u672f\u8bb2\u5ea7<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Brainy_Algorithms_Deep_Learning\" >\u806a\u660e\u7684\u7b97\u6cd5\u6df1\u5ea6\u5b66\u4e60<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Chatting_Up_Natural_Language_Processing\" >\u804a\u5929\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Predicting_the_Future_Predictive_Analytics\" >\u9884\u6d4b\u672a\u6765\uff1a\u9884\u6d4b\u5206\u6790<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Real-Time_Is_the_Right_Time\" >\u5b9e\u65f6\u5c31\u662f\u6b63\u786e\u7684\u65f6\u95f4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Top_Trends_Predicted_by_AI_in_Twitter\" >\u4eba\u5de5\u667a\u80fd\u5728\u63a8\u7279\u4e0a\u9884\u6d4b\u7684\u70ed\u95e8\u8d8b\u52bf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#The_Need_for_Speed_Distributed_Computing\" >\u5bf9\u901f\u5ea6\u7684\u9700\u6c42\u5206\u5e03\u5f0f\u8ba1\u7b97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Smart_and_Getting_Smarter_Continuous_Learning\" >\u806a\u660e\u548c\u8d8a\u6765\u8d8a\u806a\u660e\uff1a\u6301\u7eed\u5b66\u4e60<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Impact_of_ML_on_Spam_and_Abuse_Detection\" >\u4eba\u5de5\u667a\u80fd\u5bf9\u5783\u573e\u90ae\u4ef6\u548c\u6ee5\u7528\u68c0\u6d4b\u7684\u5f71\u54cd<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%ad%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\/#Wrapping_It_Up_Future_Beats\" >\u7ed3\u675f\uff1a\u672a\u6765\u8282\u62cd<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<p>\u6709\u6ca1\u6709\u60f3\u8fc7\uff0c\u5728\u4f60\u7684 Twitter feed \u80cc\u540e\u7a76\u7adf\u915d\u917f\u7740\u600e\u6837\u7684\u9b54\u6cd5\uff0c\u8ba9\u5b83\u5982\u6b64\u4e2a\u6027\u5316\uff0c\u8ba9\u4eba\u4e0a\u763e\uff1f\u5176\u5b9e\uff0c\u8fd9\u5e76\u4e0d\u5168\u662f\u4ed9\u5c18--\u800c\u662f\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u7684\u667a\u80fd\u6280\u672f\u5947\u624d\u4eec\u5728\u52aa\u529b\u5de5\u4f5c\u3002\u8ba9\u6211\u4eec\u63ed\u5f00\u5e37\u5e55\uff0c\u770b\u770b\u8fd9\u4e9b\u6280\u672f\u5927\u5e08\u662f\u5982\u4f55\u4e3a\u4f60\u7684 Twitter \u4f53\u9a8c\u589e\u8272\u7684\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Secret_Sauce_AI_and_ML_at_Play\"><\/span>\u79d8\u8bc0\uff1a\u4eba\u5de5\u667a\u80fd\u548c ML \u5728\u53d1\u6325\u4f5c\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Personalized_Feeds_Just_for_You\"><\/span>\u4e2a\u6027\u5316\u4f9b\u7a3f\uff1a\u53ea\u4e3a\u60a8\uff01<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u63a8\u7279\u5c31\u50cf\u4f60\u6700\u597d\u7684\u670b\u53cb\uff0c\u77e5\u9053\u4f60\u559c\u6b22\u4ec0\u4e48\u3002Twitter \u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u4f1a\u8bb0\u5f55\u4e0b\u4f60\u7684\u559c\u597d\u3001\u8f6c\u53d1\u548c\u5173\u6ce8\u7684\u4eba\uff0c\u4e3a\u4f60\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u4fe1\u606f\u3002\u8fd9\u5c31\u50cf\u6709\u4e00\u4f4d\u6bd4\u4f60\u66f4\u4e86\u89e3\u4f60\u53e3\u5473\u7684\u5927\u53a8\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitter-%e5%af%b9%e4%b8%bb%e6%b5%81%e5%aa%92%e4%bd%93%e7%9a%84%e5%bd%b1%e5%93%8d\/\" data-type=\"link\" data-id=\"https:\/\/www.knowskit.com\/impact-of-twitter-on-mainstream-media\">\u63a8\u7279\u5bf9\u4e3b\u6d41\u5a92\u4f53\u7684\u5f71\u54cd<\/a><\/li>\n\n\n\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitters-user-interface-evolution\/\">(X) Twitter \u7684\u7528\u6237\u754c\u9762\u662f\u5982\u4f55\u6f14\u53d8\u7684\uff1f<\/a><\/li>\n\n\n\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/%e5%be%ae%e5%8d%9a%e4%b8%8e%e6%94%bf%e6%b2%bb\/\">(X)\u63a8\u7279\u4e0e\u653f\u6cbb<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Examples_of_Personalized_Content_on_Twitter\"><\/span>Twitter \u4e0a\u7684\u4e2a\u6027\u5316\u5185\u5bb9\u793a\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5185\u5bb9\u7c7b\u578b<\/th><th>\u4eba\u5de5\u667a\u80fd\u5e94\u7528<\/th><th>\u7528\u6237\u53d7\u76ca<\/th><\/tr><\/thead><tbody><tr><td>\u65b0\u95fb\u6587\u7ae0<\/td><td>\u4e0e\u7528\u6237\u8fc7\u53bb\u7684\u9605\u8bfb\u4e60\u60ef\u76f8\u5339\u914d<\/td><td>\u8ba9\u7528\u6237\u4e86\u89e3\u9996\u9009\u4e3b\u9898<\/td><\/tr><tr><td>\u5f71\u54cd\u8005\u7684\u63a8\u6587<\/td><td>\u6839\u636e\u4ee5\u5f80\u7684\u4e92\u52a8\u60c5\u51b5\u786e\u5b9a\u4f18\u5148\u987a\u5e8f<\/td><td>\u786e\u4fdd\u6700\u53d7\u6b22\u8fce\u7684\u5f71\u54cd\u8005\u7684\u53ef\u89c1\u5ea6<\/td><\/tr><tr><td>\u8d5e\u52a9\u63a8\u6587<\/td><td>\u7b26\u5408\u7528\u6237\u5229\u76ca<\/td><td>\u66f4\u591a\u76f8\u5173\u5e7f\u544a<\/td><\/tr><tr><td>\u6d3b\u52a8\u63a8\u6587<\/td><td>\u4e0e\u7528\u6237\u4f4d\u7f6e\u76f8\u5173<\/td><td>\u63d0\u9ad8\u672c\u5730\u76f8\u5173\u6027<\/td><\/tr><tr><td>\u97f3\u4e50\u548c\u89c6\u9891\u63a8\u8350<\/td><td>\u57fa\u4e8e\u4e4b\u524d\u7684\u559c\u597d<\/td><td>\u589e\u5f3a\u5a31\u4e50\u4f53\u9a8c<\/td><\/tr><tr><td>\u4f53\u80b2\u5185\u5bb9<\/td><td>\u6839\u636e\u7528\u6237\u559c\u7231\u7684\u7403\u961f\u91cf\u8eab\u5b9a\u5236<\/td><td>\u7403\u8ff7\u80fd\u770b\u5230\u66f4\u591a\u81ea\u5df1\u7403\u961f\u7684\u5185\u5bb9<\/td><\/tr><tr><td>\u6807\u7b7e\u5efa\u8bae<\/td><td>\u57fa\u4e8e\u7528\u6237\u6d3b\u52a8<\/td><td>\u4fc3\u8fdb\u66f4\u6df1\u5165\u7684\u793e\u533a\u53c2\u4e0e<\/td><\/tr><tr><td>\u6c11\u610f\u6d4b\u9a8c\u548c\u8c03\u67e5<\/td><td>\u4e0e\u8868\u8fbe\u7684\u5174\u8da3\u6709\u5173<\/td><td>\u589e\u52a0\u4e92\u52a8\u673a\u4f1a<\/td><\/tr><tr><td>\u9e23\u53eb\u6458\u8981<\/td><td>\u6c47\u603b\u9519\u8fc7\u7684\u63a8\u6587<\/td><td>\u5e2e\u52a9\u5feb\u901f\u6355\u6349\u91cd\u8981\u63a8\u6587<\/td><\/tr><tr><td>\u65b0\u8ffd\u968f\u8005\u5efa\u8bae<\/td><td>\u57fa\u4e8e\u5171\u540c\u5229\u76ca<\/td><td>\u6709\u610f\u4e49\u5730\u6269\u5c55\u7f51\u7edc<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Spam_Be_Gone\"><\/span>\u5783\u573e\u90ae\u4ef6\u6eda\u86cb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8ba8\u538c\u5783\u573e\u90ae\u4ef6\uff1fTwitter \u4e5f\u662f\u5982\u6b64\u3002ML \u7b97\u6cd5\u5c31\u50cf\u4ff1\u4e50\u90e8\u91cc\u7684\u4fdd\u9556\uff0c\u5728\u5783\u573e\u90ae\u4ef6\u95ef\u5165\u8005\u7834\u574f\u4f60\u7684\u6eda\u52a8\u6d3e\u5bf9\u4e4b\u524d\u5c06\u5176\u8e22\u51fa\u3002\u5b83\u4eec\u4f7f\u7528\u82b1\u54e8\u7684\u6280\u672f\u672f\u8bed--\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u5f02\u5e38\u68c0\u6d4b--\u6765\u4fdd\u6301\u4f60\u7684\u4fe1\u606f\u6e90\u5e72\u51c0\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Catching_the_Wave_Trend_Spotting\"><\/span>\u6293\u4f4f\u6d6a\u6f6e\u53d1\u73b0\u8d8b\u52bf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Twitter \u8033\u76ee\u65e0\u5904\u4e0d\u5728\u3002ML \u6a21\u578b\u662f\u8d8b\u52bf\u7684\u8033\u8bed\u8005\uff0c\u80fd\u6355\u6349\u5230\u70ed\u95e8\u8bdd\u9898\u3002\u8fd9\u9879\u6280\u672f\u975e\u5e38\u654f\u9510\uff0c\u5f80\u5f80\u80fd\u5728\u6d6a\u6f6e\u6765\u4e34\u4e4b\u524d\u53d1\u73b0\u5b83\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Keeping_Users_Hooked\"><\/span>\u8ba9\u7528\u6237\u4e0a\u763e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4e3a\u4ec0\u4e48\u4f60\u603b\u662f\u56de\u5230 Twitter\uff1f\u4eba\u5de5\u667a\u80fd\u529f\u4e0d\u53ef\u6ca1\u3002\u901a\u8fc7\u786e\u4fdd\u4f60\u80fd\u770b\u5230\u66f4\u591a\u8ba9\u4f60\u5fc3\u52a8\u7684\u5185\u5bb9\uff0cTwitter \u786e\u4fdd\u4f60\u4e0d\u4ec5\u4ec5\u662f\u5728\u8bbf\u95ee\uff0c\u800c\u662f\u5728\u505c\u7559\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Money_Talks_Ad_Magic\"><\/span>\u6709\u94b1\u80fd\u4f7f\u9b3c\u63a8\u78e8\u5e7f\u544a\u9b54\u672f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6709\u6ca1\u6709\u6ce8\u610f\u5230 Twitter \u4e0a\u7684\u5e7f\u544a\u4f3c\u4e4e\u80fd\u8bfb\u61c2\u4f60\u7684\u5fc3\u601d\uff1f\u8fd9\u5c31\u662f ML \u4e3a\u60a8\u63d0\u4f9b\u7684\u670d\u52a1\uff0c\u786e\u4fdd\u4f01\u4e1a\u80fd\u5728\u4e0d\u8d39\u5439\u7070\u4e4b\u529b\u7684\u60c5\u51b5\u4e0b\u627e\u5230\u4ed6\u4eec\u7684\u90e8\u843d--\u5bf9\uff0c\u5c31\u662f\u60a8\uff01\u8fd9\u5c31\u662f ML \u4e3a\u60a8\u63d0\u4f9b\u7684\u670d\u52a1\uff0c\u786e\u4fdd\u4f01\u4e1a\u80fd\u5728\u4e0d\u8d39\u5439\u7070\u4e4b\u529b\u7684\u60c5\u51b5\u4e0b\u627e\u5230\u4ed6\u4eec\u7684\u90e8\u843d\u3002.<\/p>\n\n\n\n<p>\u60f3\u77e5\u9053\u6240\u6709\u8fd9\u4e9b\u6280\u672f\u672f\u8bed\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff0c\u540c\u65f6\u53c8\u80fd\u4fdd\u8bc1\u60a8\u7684\u4fe1\u606f\u5b89\u5168\u5417\uff1f\u8ba9\u6211\u4eec\u6df1\u5165\u63a2\u8ba8\u4e00\u4e0b\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitter-algorithm-and-content-visibility\/\">5 \u79cd\u7ecf\u8fc7\u9a8c\u8bc1\u7684 (X) Twitter \u7b97\u6cd5\u7b56\u7565\uff0c2024 \u5e74\u6218\u80dc Twitter<\/a><\/li>\n\n\n\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitter-analytics\/\">(X) Twitter \u5206\u6790<\/a><\/li>\n\n\n\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/brand-building-and-marketing-strategies-on-twitter\/\">\u63a8\u7279\u4e0a\u7684\u54c1\u724c\u5efa\u8bbe\u548c\u8425\u9500\u7b56\u7565 (X)<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Common_AI_and_ML_Models_Used_in_Twitter\"><\/span>Twitter \u4e2d\u5e38\u7528\u7684\u4eba\u5de5\u667a\u80fd\u548c ML \u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u578b\u53f7<\/th><th>\u529f\u80fd<\/th><th>\u5bf9\u7528\u6237\u4f53\u9a8c\u7684\u5f71\u54cd<\/th><\/tr><\/thead><tbody><tr><td>\u795e\u7ecf\u7f51\u7edc<\/td><td>\u5206\u6790\u63a8\u6587\u5185\u5bb9\uff0c\u5b9e\u73b0\u4e2a\u6027\u5316<\/td><td>\u63d0\u9ad8\u9972\u6599\u76f8\u5173\u6027<\/td><\/tr><tr><td>\u51b3\u7b56\u6811<\/td><td>\u5bf9\u63a8\u6587\u8fdb\u884c\u5206\u7c7b\uff08\u5783\u573e\u90ae\u4ef6\/\u975e\u5783\u573e\u90ae\u4ef6\uff09<\/td><td>\u51cf\u5c11\u5783\u573e\u5185\u5bb9<\/td><\/tr><tr><td>\u903b\u8f91\u56de\u5f52<\/td><td>\u9884\u6d4b\u7528\u6237\u884c\u4e3a<\/td><td>\u6539\u8fdb\u5e7f\u544a\u5b9a\u4f4d<\/td><\/tr><tr><td>\u805a\u7c7b\u7b97\u6cd5<\/td><td>\u5bf9\u7c7b\u4f3c\u7528\u6237\/\u5185\u5bb9\u8fdb\u884c\u5206\u7ec4<\/td><td>\u6709\u52a9\u4e8e\u53d1\u73b0\u5229\u57fa\u793e\u533a<\/td><\/tr><tr><td>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09<\/td><td>\u4e86\u89e3\u63a8\u6587\u60c5\u611f<\/td><td>\u8fc7\u6ee4\u548c\u6807\u8bb0\u4e0d\u5f53\u5185\u5bb9<\/td><\/tr><tr><td>\u65f6\u95f4\u5e8f\u5217\u5206\u6790<\/td><td>\u5206\u6790\u63a8\u6587\u7684\u957f\u671f\u8d8b\u52bf<\/td><td>\u51c6\u786e\u9884\u6d4b\u70ed\u95e8\u8bdd\u9898<\/td><\/tr><tr><td>\u5f02\u5e38\u68c0\u6d4b<\/td><td>\u8bc6\u522b\u5f02\u5e38\u884c\u4e3a<\/td><td>\u9632\u6b62\u5783\u573e\u90ae\u4ef6\u5e76\u68c0\u6d4b\u8d26\u6237\u9ed1\u5ba2\u884c\u4e3a<\/td><\/tr><tr><td>\u5f3a\u5316\u5b66\u4e60<\/td><td>\u5b9e\u65f6\u4f18\u5316\u51b3\u7b56<\/td><td>\u6539\u5584\u7528\u6237\u4e0e\u5185\u5bb9\u7684\u4e92\u52a8<\/td><\/tr><tr><td>\u6df1\u5ea6\u5b66\u4e60<\/td><td>\u56fe\u50cf\u548c\u89c6\u9891\u5206\u6790<\/td><td>\u589e\u5f3a\u5bf9\u5a92\u4f53\u5185\u5bb9\u7684\u7406\u89e3<\/td><\/tr><tr><td>\u8d1d\u53f6\u65af\u7f51\u7edc<\/td><td>\u63a8\u65ad\u7528\u6237\u504f\u597d<\/td><td>\u8fdb\u4e00\u6b65\u4e2a\u6027\u5316\u7528\u6237\u4f53\u9a8c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Keeping_It_Safe_Data_and_Privacy\"><\/span>\u786e\u4fdd\u5b89\u5168\uff1a\u6570\u636e\u4e0e\u9690\u79c1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Locks_and_Keys_Data_Encryption\"><\/span>\u9501\u548c\u94a5\u5319\u6570\u636e\u52a0\u5bc6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Twitter \u77e5\u9053\u4fdd\u62a4\u4f60\u7684\u79d8\u5bc6\u662f\u5173\u952e\u3002\u5b83\u4f7f\u7528\u6bd4\u5496\u5561\u4e0a\u763e\u8005\u6700\u559c\u6b22\u7684\u5496\u5561\u5e97 Wi-Fi \u5bc6\u7801\u66f4\u5f3a\u5927\u7684\u52a0\u5bc6\u6280\u672f\u6765\u9501\u5b9a\u4f60\u7684\u6570\u636e\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Whos_Who_Access_Controls\"><\/span>\u8c01\u662f\u8c01\u8bbf\u95ee\u63a7\u5236<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4e0d\u662f\u4efb\u4f55\u4eba\u90fd\u80fd\u6d4f\u89c8\u4f60\u7684\u6570\u636e\u3002Twitter \u7684\u8bbf\u5ba2\u540d\u5355\u975e\u5e38\u4e25\u683c\uff0c\u53ea\u6709\u62e5\u6709 VIP \u901a\u884c\u8bc1\u7684\u4eba\u624d\u80fd\u8fdb\u5165\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Forget_Me_Not_Anonymization\"><\/span>\u52ff\u5fd8\u6211\u533f\u540d\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Twitter \u5728\u8bad\u7ec3\u5176\u806a\u660e\u7684\u7b97\u6cd5\u65f6\uff0c\u4f1a\u5c4f\u853d\u4f60\u7684\u6570\u636e\uff0c\u786e\u4fdd\u8fd9\u4e9b\u6570\u636e\u4e0d\u5e26\u59d3\u540d\u6807\u7b7e\u3002\u4f60\u7684\u79d8\u5bc6\u4e0d\u4f1a\u88ab\u6cc4\u9732\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitter-%e5%9c%a8%e5%8d%b1%e6%9c%ba%e5%85%ac%e5%85%b3%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8\/\">(\u5341\uff09\u63a8\u7279\u5728\u5371\u673a\u4f20\u64ad\u4e0e\u7ba1\u7406\u4e2d\u7684\u4f5c\u7528<\/a><\/li>\n\n\n\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/%e5%be%ae%e5%8d%9a%e4%b8%8a%e7%9a%84%e5%bd%b1%e5%93%8d%e8%80%85%e8%90%a5%e9%94%80\/\">\u63a8\u7279\u4e0a\u7684\u5f71\u54cd\u8005\u8425\u9500 (X)<\/a><\/li>\n\n\n\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/x-%e5%8f%bd%e5%8f%bd%e5%96%b3%e5%96%b3%e4%b8%8e%e5%bf%83%e7%90%86%e5%81%a5%e5%ba%b7\/\">(\u5341\uff09\u63a8\u7279\u4e0e\u5fc3\u7406\u5065\u5eb7<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Under_the_Hood_AI_and_ML_Tech_Talk\"><\/span>\u5f15\u64ce\u76d6\u4e0b\uff1a\u4eba\u5de5\u667a\u80fd\u548c ML \u6280\u672f\u8bb2\u5ea7<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Brainy_Algorithms_Deep_Learning\"><\/span>\u806a\u660e\u7684\u7b97\u6cd5\u6df1\u5ea6\u5b66\u4e60<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6df1\u5ea6\u5b66\u4e60\u662f\u8fd9\u4e9b\u7b97\u6cd5\u4e2d\u7684 \"\u8111\u529b\u52b3\u52a8\u8005\"\uff0c\u5b83\u901a\u8fc7\u6316\u6398\u5927\u91cf\u7684\u63a8\u6587\u6765\u4e86\u89e3\u4f60\u7684\u559c\u597d\u3002\u5b83\u5c31\u50cf\u7b97\u6cd5\u4e2d\u7684\u798f\u5c14\u6469\u65af\uff0c\u4e3a\u4f60\u89e3\u5f00\u4e0b\u4e00\u6761\u6700\u559c\u6b22\u7684\u63a8\u6587\u4e4b\u8c1c\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Chatting_Up_Natural_Language_Processing\"><\/span>\u804a\u5929\u81ea\u7136\u8bed\u8a00\u5904\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8fd9\u9879\u6280\u672f\u80fd\u7406\u89e3\u6211\u4eec\u4eba\u7c7b\u559c\u6b22\u5728\u63a8\u7279\u4e0a\u80e1\u8a00\u4e71\u8bed\uff0c\u4ece\u800c\u5e2e\u52a9\u63a8\u7279\u4e0e\u4f60\u804a\u5929\u3002\u5b83\u662f\u805a\u4f1a\u7684\u4e3b\u89d2\uff0c\u80fd\u8ba9\u6240\u6709\u7684\u804a\u5929\u53d8\u5f97\u6709\u610f\u4e49\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Predicting_the_Future_Predictive_Analytics\"><\/span>\u9884\u6d4b\u672a\u6765\uff1a\u9884\u6d4b\u5206\u6790<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u9884\u6d4b\u5206\u6790\u5c31\u50cf\u90a3\u4e2a\u603b\u662f\u77e5\u9053\u4e0b\u4e00\u4ef6\u5927\u4e8b\u7684\u670b\u53cb\u3002Twitter \u5229\u7528\u5b83\u6765\u786e\u4fdd\u81ea\u5df1\u77e5\u9053\u4e0b\u4e00\u4ef6\u4f1a\u5438\u5f15\u4f60\u773c\u7403\u7684\u4e8b\u60c5\u662f\u4ec0\u4e48\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Real-Time_Is_the_Right_Time\"><\/span>\u5b9e\u65f6\u5c31\u662f\u6b63\u786e\u7684\u65f6\u95f4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5f97\u76ca\u4e8e\u4e00\u4e9b\u5feb\u901f\u7684\u7b97\u6cd5\uff0c\u63a8\u7279\uff08Twitter\uff09\u53ef\u4ee5\u8bf4\u662f\u5b9e\u65f6\u7684\u3002\u5b83\u65f6\u523b\u51c6\u5907\u7740\u5411\u4f60\u5c55\u793a\u6700\u65b0\u7684\u6d41\u884c\u8bed\u6216\u7a81\u53d1\u65b0\u95fb\u3002.<\/p>\n\n\n\n<p>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitter-%e6%94%bf%e7%ad%96%e5%92%8c%e7%94%a8%e6%88%b7%e7%ae%a1%e7%90%86\/\">(\u5341\uff09\u63a8\u7279\u653f\u7b56\u548c\u7528\u6237\u7ba1\u7406<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_Trends_Predicted_by_AI_in_Twitter\"><\/span>\u4eba\u5de5\u667a\u80fd\u5728\u63a8\u7279\u4e0a\u9884\u6d4b\u7684\u70ed\u95e8\u8d8b\u52bf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u8d8b\u52bf\u4e3b\u9898<\/th><th>\u9884\u6d4b\u7cbe\u5ea6<\/th><th>\u5bf9\u5e73\u53f0\u7684\u5f71\u54cd<\/th><\/tr><\/thead><tbody><tr><td>#Election2024<\/td><td>\u9ad8<\/td><td>\u653f\u6cbb\u8ba8\u8bba\u589e\u591a<\/td><\/tr><tr><td>#Olympics<\/td><td>\u975e\u5e38\u9ad8<\/td><td>\u4f53\u80b2\u76f8\u5173\u5185\u5bb9\u589e\u52a0<\/td><\/tr><tr><td>#Bitcoin<\/td><td>\u4e2d\u578b<\/td><td>\u52a0\u5f3a\u91d1\u878d\u5bf9\u8bdd<\/td><\/tr><tr><td>#C \u6c14\u5019\u53d8\u5316<\/td><td>\u9ad8<\/td><td>\u63d0\u9ad8\u8ba4\u8bc6\uff0c\u79ef\u6781\u884c\u52a8<\/td><\/tr><tr><td>#Covid19<\/td><td>\u975e\u5e38\u9ad8<\/td><td>\u5e7f\u6cdb\u4f20\u64ad\u5065\u5eb7\u4fe1\u606f<\/td><\/tr><tr><td>#SuperBowl<\/td><td>\u9ad8<\/td><td>\u63d0\u9ad8\u6d3b\u52a8\u671f\u95f4\u7684\u53c2\u4e0e\u5ea6<\/td><\/tr><tr><td>#\u300a\u6743\u529b\u7684\u6e38\u620f\u300b\u7ec8\u7ae0<\/td><td>\u9ad8<\/td><td>\u5a31\u4e50\u63a8\u6587\u6fc0\u589e<\/td><\/tr><tr><td>#WorldCup2022<\/td><td>\u975e\u5e38\u9ad8<\/td><td>\u5168\u7403\u8db3\u7403\u4e92\u52a8<\/td><\/tr><tr><td>#echTrends<\/td><td>\u4e2d\u578b<\/td><td>\u5173\u6ce8\u65b0\u6280\u672f<\/td><\/tr><tr><td>#A \u83b7\u5956\u5b63\u8282<\/td><td>\u9ad8<\/td><td>\u653e\u5927\u540d\u4eba\u6d3b\u52a8\u7684\u5185\u5bb9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Need_for_Speed_Distributed_Computing\"><\/span>\u5bf9\u901f\u5ea6\u7684\u9700\u6c42\u5206\u5e03\u5f0f\u8ba1\u7b97<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8981\u5904\u7406\u597d Twitter \u5168\u7403\u7684\u4e8b\u52a1\u5e76\u975e\u6613\u4e8b\u3002\u5206\u5e03\u5f0f\u8ba1\u7b97\u610f\u5473\u7740\u591a\u4eba\u53c2\u4e0e\uff0c\u786e\u4fdd\u4e00\u5207\u8fd0\u884c\u5f97\u6bd4\u7235\u58eb\u4e50\u8fd8\u987a\u7545\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Smart_and_Getting_Smarter_Continuous_Learning\"><\/span>\u806a\u660e\u548c\u8d8a\u6765\u8d8a\u806a\u660e\uff1a\u6301\u7eed\u5b66\u4e60<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Twitter \u7684\u4eba\u5de5\u667a\u80fd\u4e00\u76f4\u5728\u5b66\u4e60\uff0c\u4f60\u53d1\u9001\u7684\u6bcf\u4e00\u6761\u63a8\u6587\u90fd\u4f1a\u8ba9\u5b83\u53d8\u5f97\u66f4\u806a\u660e\u3002\u5b83\u5c31\u50cf\u4e00\u4e2a\u4e0d\u7720\u4e0d\u4f11\u7684\u5b66\u751f\uff0c\u4e00\u76f4\u5728\u8ba1\u7b97\u6570\u636e\uff0c\u8ba9\u4f60\u7684\u63a8\u9001\u66f4\u65b0\u9c9c\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitter-api-and-third-party-applications\/\">(X) Twitter API \u548c\u7b2c\u4e09\u65b9\u5e94\u7528\u7a0b\u5e8f<\/a><\/li>\n\n\n\n<li>\u53e6\u8bf7\u9605\u8bfb\uff1a- <a href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%9a%e5%8a%a1%e6%a8%a1%e5%bc%8f%e5%92%8c%e8%b4%a7%e5%b8%81%e5%8c%96%e6%88%98%e7%95%a5\/\">(\u5341\uff09\u63a8\u7279\u5546\u4e1a\u6a21\u5f0f\u548c\u8d27\u5e01\u5316\u6218\u7565<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Impact_of_ML_on_Spam_and_Abuse_Detection\"><\/span>\u4eba\u5de5\u667a\u80fd\u5bf9\u5783\u573e\u90ae\u4ef6\u548c\u6ee5\u7528\u68c0\u6d4b\u7684\u5f71\u54cd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u68c0\u6d4b\u529f\u80fd<\/th><th>\u8bf4\u660e<\/th><th>\u7528\u6237\u7ed3\u679c<\/th><\/tr><\/thead><tbody><tr><td>\u5b9e\u65f6\u626b\u63cf<\/td><td>\u626b\u63cf\u53d1\u5e03\u7684\u63a8\u6587<\/td><td>\u5bf9\u6f5c\u5728\u5783\u573e\u90ae\u4ef6\u7acb\u5373\u91c7\u53d6\u884c\u52a8<\/td><\/tr><tr><td>\u8d26\u6237\u884c\u4e3a\u5206\u6790<\/td><td>\u7814\u7a76\u8d26\u6237\u6d3b\u52a8\u6a21\u5f0f<\/td><td>\u963b\u6b62\u6216\u6682\u505c\u6076\u610f\u8d26\u6237<\/td><\/tr><tr><td>\u5185\u5bb9\u6807\u8bb0<\/td><td>\u6807\u8bb0\u4e0d\u6070\u5f53\u8bed\u8a00<\/td><td>\u51cf\u5c11\u63a5\u89e6\u6709\u5bb3\u5185\u5bb9\u7684\u673a\u4f1a<\/td><\/tr><tr><td>\u56fe\u50cf\u8bc6\u522b<\/td><td>\u8bc6\u522b\u5192\u72af\u6027\u56fe\u50cf<\/td><td>\u4fdd\u6301\u89c6\u89c9\u5185\u5bb9\u7b80\u6d01<\/td><\/tr><tr><td>\u89c6\u9891\u5206\u6790<\/td><td>\u76d1\u63a7\u89c6\u9891\u4e2d\u7684\u6709\u5bb3\u5185\u5bb9<\/td><td>\u9632\u6b62\u66b4\u529b\u6750\u6599\u7684\u4f20\u64ad<\/td><\/tr><tr><td>\u5f02\u5e38\u8b66\u62a5<\/td><td>\u901a\u77e5\u5f02\u5e38\u6d3b\u52a8<\/td><td>\u5feb\u901f\u5e72\u9884\u8d26\u6237\u59a5\u534f<\/td><\/tr><tr><td>\u7f51\u7edc\u5206\u6790<\/td><td>\u5ba1\u67e5\u8d26\u6237\u4e4b\u95f4\u7684\u8054\u7cfb<\/td><td>\u8bc6\u522b\u5e76\u6467\u6bc1\u50f5\u5c38\u7f51\u7edc<\/td><\/tr><tr><td>\u5386\u53f2\u6570\u636e\u56de\u987e<\/td><td>\u5ba1\u67e5\u8fc7\u53bb\u7684\u6570\u636e\uff0c\u627e\u51fa\u6a21\u5f0f<\/td><td>\u63d0\u9ad8\u5b9e\u65f6\u51b3\u7b56\u7684\u51c6\u786e\u6027<\/td><\/tr><tr><td>\u7528\u6237\u62a5\u544a<\/td><td>\u7eb3\u5165\u7528\u6237\u53cd\u9988<\/td><td>\u793e\u533a\u9a71\u52a8\u7684\u5185\u5bb9\u76d1\u7ba1<\/td><\/tr><tr><td>\u81ea\u52a8\u5ba1\u6838<\/td><td>\u5bf9\u6240\u6709\u5f20\u8d34\u5e94\u7528\u89c4\u5219<\/td><td>\u59cb\u7ec8\u5982\u4e00\u5730\u6267\u884c\u793e\u533a\u51c6\u5219<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Wrapping_It_Up_Future_Beats\"><\/span>\u7ed3\u675f\uff1a\u672a\u6765\u8282\u62cd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5f53\u6211\u4eec\u62c9\u4e0b\u5e37\u5e55\u65f6\uff0c\u6211\u4eec\u6e05\u695a\u5730\u770b\u5230--Twitter \u4e0d\u4ec5\u4ec5\u662f\u63a8\u6587\uff0c\u5b83\u8fd8\u80fd\u8ba9\u8fd9\u4e9b\u63a8\u6587\u4e3a\u4f60\u5de5\u4f5c\u3002\u4eba\u5de5\u667a\u80fd\u548c\u4eba\u5de5\u667a\u80fd\u662f\u65e0\u540d\u82f1\u96c4\uff0c\u786e\u4fdd\u60a8\u7684\u63a8\u7279\u4e16\u754c\u5e7f\u9614\u800c\u5947\u7279\u5730\u4eb2\u5bc6\u65e0\u95f4\u3002\u4e0b\u4e00\u6b65\u662f\u4ec0\u4e48\uff1f\u66f4\u591a\u7684\u667a\u80fd\u8c03\u6574\u3001\u66f4\u4e25\u5bc6\u7684\u5b89\u5168\u4fdd\u62a4\uff0c\u751a\u81f3\u662f\u76f4\u63a5\u8df3\u51fa\u5c4f\u5e55\u7684\u63a8\u6587\uff1f\u8c01\u77e5\u9053\u5462\uff1f<\/p>\n\n\n\n<p><strong>\u60a8\u5bf9\u4eba\u5de5\u667a\u80fd\u548c ML \u5c06\u628a\u6211\u4eec\u5e26\u5165 Twitter 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href=\"https:\/\/knowskit.com\/zh\/twitter-%e4%b8%8e%e5%85%b6%e4%bb%96%e7%a4%be%e4%ba%a4%e5%b9%b3%e5%8f%b0\/\">\u63a8\u7279\u4e0e\u5176\u4ed6\u793e\u4ea4\u5e73\u53f0\uff1a\u6bd4\u8f83\u5206\u6790<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\u63a8\u7279\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60 \u60a8\u662f\u5426\u66fe\u60f3\u8fc7\uff0c\u5728\u60a8\u7684 Twitter feed 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