{"id":16203,"date":"2019-06-25T17:51:07","date_gmt":"2019-06-25T09:50:17","guid":{"rendered":"https:\/\/swarma.org\/?p=16203"},"modified":"2019-06-25T17:50:20","modified_gmt":"2019-06-25T09:50:20","slug":"a01fe73ca8","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=16203","title":{"rendered":"\u901a\u8fc7\u7f51\u7edc\u89c2\u6d4b\u6570\u636e\u8fdb\u884c\u4e2a\u4f53\u6cbb\u7597\u6548\u679c\u7684\u673a\u5668\u5b66\u4e60 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901214\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"margin-right: 8px;margin-left: 8px;text-align: center\"><img class=\"rich_pages\" style=\"height: 360px;width: 540px\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma5-1561456218.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span>\u6838<\/span><\/strong><strong><span>\u5fc3\u901f\u9012<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\n<ul class=\"list-paddingleft-2\">\n<li>\n<p><span style=\"font-size: 15px\">\u901a\u8fc7\u7f51\u7edc\u89c2\u6d4b\u6570\u636e\u8fdb\u884c\u4e2a\u4f53\u6cbb\u7597\u6548\u679c\u7684\u673a\u5668\u5b66\u4e60<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u6709\u5411\u7f51\u7edc\u7684\u53cc\u66f2\u5d4c\u5165\u6a21\u578b;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u590d\u6742\u4eba\u9645\u7f51\u7edc\u7684\u540c\u6b65;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u57fa\u4e8e Facebook \u8bc4\u8bba\u7684\u5b9e\u65f6\u548c\u6279\u91cf\u60c5\u611f\u5206\u6790\u7684\u7528\u6237\u6001\u5ea6\u68c0\u6d4b\u4e0e\u9884\u6d4b;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u5c3d\u53ef\u80fd\u65e9\u7684\u65b0\u95fb\u6807\u7b7e\uff1a\u771f\u5b9e\u8fd8\u662f\u5047\uff1f;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u65f6\u95f4\u8fde\u901a\u6a21\u5f0f\u5bf9\u6d41\u884c\u75c5\u8fc7\u7a0b\u7684\u5f71\u54cd;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u57fa\u4e8e\u589e\u91cf Skip-gram \u548c\u8d1f\u62bd\u6837\u7684\u52a8\u6001\u7f51\u7edc\u5d4c\u5165;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u5f31\u5173\u7cfb\u73b0\u8c61\u7684\u5173\u952e;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u65e0\u5197\u4f59\u8ba1\u7b97\u56fe;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u5728\u7ebf\u5f71\u54cd\u6700\u5927\u5316\u7684\u56e0\u5b50\u5206\u89e3 bandit;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u793e\u4ea4\u5a92\u4f53\u4e2d\u4ec7\u6068\u8a00\u8bed\u68c0\u6d4b\u7684\u8fc1\u79fb\u5b66\u4e60;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u81ea\u52a8\u8bc6\u522b\u793e\u4ea4\u5a92\u4f53\u4e2d\u7684\u6295\u8bc9;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u81ea\u52a8\u5316\u548c\u804c\u4e1a\u79fb\u52a8\u6027\uff1a\u6570\u636e\u9a71\u52a8\u7684\u7f51\u7edc\u6a21\u578b;<\/span><\/p>\n<\/li>\n<li>\n<p><span>\u62e5\u6709\u6700\u540e\u4e00\u53e5\u8bdd\uff1a\u4e86\u89e3\u5982\u4f55\u62bd\u6837\u5728\u7ebf\u8ba8\u8bba;<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"ql-long-8332018\">\n<p><span class=\"ql-author-8332018 ql-font-microsoftyahei\"><\/span><\/p>\n<p><span class=\"ql-author-8332018 ql-font-microsoftyahei\"><\/span><\/p>\n<p><span class=\"ql-author-8332018 ql-font-microsoftyahei\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u901a\u8fc7\u7f51\u7edc\u89c2\u6d4b\u6570\u636e\u8fdb<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u884c\u4e2a\u4f53\u6cbb\u7597\u6548\u679c\u7684\u673a\u5668\u5b66\u4e60<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Learning Individual Treatment Effects from Networked Observational Data<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03485<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Ruocheng Guo, Jundong Li, Huan Liu<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u7f51\u7edc\u4e2d\u53ef\u4ee5\u65b9\u4fbf\u5f97\u83b7\u53d6\u89c2\u6d4b\u6570\u636e\uff0c\u4ece\u8fd9\u4e9b\u6570\u636e\u4e2d\u5b66\u4e60\u4e2a\u4f53\u56e0\u679c\u6548\u5e94\u5728\u8bb8\u591a\u6709\u5f71\u54cd\u529b\u7684\u7814\u7a76\u9886\u57df\u5f15\u8d77\u4e86\u66f4\u591a\u7684\u5173\u6ce8\uff0c\u5982\u7ecf\u6d4e\u5b66\uff0c\u533b\u7597\u4fdd\u5065\u548c\u6559\u80b2\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u7684\u76ee\u7684\u662f\u7814\u7a76\u836f\u7269\uff08\u6cbb\u7597\uff09\u5982\u4f55\u5f71\u54cd\u67d0\u4e2a\u60a3\u8005\u7684\u5065\u5eb7\u72b6\u51b5\uff08\u7ed3\u679c\uff09\u3002\u4e3a\u4e86\u9a8c\u8bc1\u89c2\u5bdf\u6570\u636e\u7684\u56e0\u679c\u63a8\u65ad\uff0c\u6211\u4eec\u9700\u8981\u63a7\u5236\u6df7\u6dc6\u56e0\u7d20\u7684\u5f71\u54cd-\u8fd9\u4e9b\u56e0\u7d20\u4f1a\u5f71\u54cd\u6cbb\u7597\u548c\u7ed3\u679c\u3002\u6309\u7167\u8fd9\u4e2a\u601d\u8def\uff0c\u73b0\u6709\u7684\u5b66\u4e60\u4e2a\u4eba\u6cbb\u7597\u6548\u679c\u7684\u5de5\u4f5c\u538b\u5012\u6027\u5730\u4f9d\u8d56\u4e8e\u6ca1\u6709\u9690\u85cf\u7684\u5f71\u54cd\u56e0\u7d20\u7684\u5047\u8bbe\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7136\u800c\uff0c\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u89c2\u6d4b\u6570\u636e\u4e2d\uff0c\u8fd9\u79cd\u5047\u8bbe\u662f\u7ad9\u4e0d\u4f4f\u811a\u7684\uff0c\u751a\u81f3\u53ef\u4ee5\u8bf4\u662f\u4e0d\u73b0\u5b9e\u7684\u3002\u5b9e\u9645\u4e0a\uff0c\u4ed6\u4eec\u5ffd\u7565\u7684\u4e00\u4e2a\u91cd\u8981\u4e8b\u5b9e\u662f\uff0c\u89c2\u6d4b\u6570\u636e\u53ef\u4ee5\u5e26\u6709\u53ef\u7528\u4e8e\u63a8\u65ad\u9690\u85cf\u5f71\u54cd\u56e0\u7d20\u7684\u7f51\u7edc\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u9879\u5173\u4e8e\u836f\u7269\u7684\u4e2a\u4f53\u6cbb\u7597\u6548\u679c\u7684\u89c2\u5bdf\u6027\u7814\u7a76\u4e2d\uff0c\u4e0d\u8fdb\u884c\u968f\u673a\u5b9e\u9a8c\uff0c\u800c\u662f\u6839\u636e\u4e00\u7cfb\u5217\u56e0\u7d20\u5c06\u836f\u7269\u5206\u914d\u7ed9\u4e2a\u4f53\u3002\u4e00\u4e9b\u56e0\u7d20\uff08\u4f8b\u5982\uff0c\u793e\u4f1a\u7ecf\u6d4e\u72b6\u51b5\uff09\u96be\u4ee5\u76f4\u63a5\u6d4b\u91cf\uff0c\u56e0\u6b64\u6210\u4e3a\u89c2\u5bdf\u6570\u636e\u96c6\u7684\u9690\u85cf\u6df7\u6742\u56e0\u7d20\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u4e2a\u4eba\u7684\u793e\u4f1a\u7ecf\u6d4e\u5730\u4f4d\u53ef\u4ee5\u901a\u8fc7\u5979\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u4e0e\u8c01\u8054\u7cfb\u6765\u53cd\u6620\u51fa\u6765\u3002\u8003\u8651\u5230\u8fd9\u4e00\u4e8b\u5b9e\uff0c\u6211\u4eec\u7684\u76ee\u6807\u662f\u5229\u7528\u7f51\u7edc\u7ed3\u6784\u8bc6\u522b\u9690\u85cf\u6df7\u6742\u56e0\u7d20\u7684\u6a21\u5f0f\uff0c\u4ee5\u4fbf\u4ece\u89c2\u5bdf\u6570\u636e\u4e2d\u5b66\u4e60\u4e2a\u4f53\u6cbb\u7597\u6548\u679c\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u56e0\u679c\u63a8\u7406\u6846\u67b6\uff0c\u5373\u7f51\u7edc\u89e3\u6784\u5668\uff0c\u5b83\u901a\u8fc7\u4ece\u89c2\u5bdf\u6570\u636e\u6848\u4f8b\u4e4b\u95f4\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u63ed\u793a\u9690\u85cf\u7684\u6a21\u5f0f\u6765\u5b66\u4e60\u6df7\u6dc6\u5668\u7684\u8868\u793a\u3002\u6839\u636e\u7ecf\u9a8c\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u5927\u91cf\u5b9e\u9a8c\u6765\u9a8c\u8bc1\u7f51\u7edc\u89e3\u9664\u914d\u7f6e\u5668\u5bf9\u5404\u79cd\u6570\u636e\u96c6\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u6709\u5411\u7f51\u7edc\u7684\u53cc\u66f2\u5d4c\u5165\u6a21\u578b<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">A hyperbolic Embedding Model for Directed Networks<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03597<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Zongning Wu, Zengru Di, Ying Fan<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u7f51\u7edc\u5d4c\u5165\u662f\u5f53\u524d\u7f51\u7edc\u79d1\u5b66\u4e2d\u7684\u4e00\u4e2a\u70ed\u95e8\u8bdd\u9898\uff0c\u5e76\u89c2\u5bdf\u5230\u5927\u591a\u6570\u771f\u5b9e\u7684\u590d\u6742\u7cfb\u7edf\u53ef\u4ee5\u4f5c\u4e3a\u51e0\u4f55\u7ed3\u6784\u51fa\u73b0\u5e76\u5d4c\u5165\u9690\u85cf\u7684\u5ea6\u91cf\u7a7a\u95f4\u4e2d\uff0c\u5176\u4e2d\u8282\u70b9\u4e4b\u95f4\u7684\u51e0\u4f55\u8ddd\u79bb\u51b3\u5b9a\u8fde\u63a5\u7684\u53ef\u80fd\u6027\u3002\u5176\u4e2d\uff0c\u4e0e\u8bb8\u591a\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u7684\u7ed3\u6784\u7ec4\u7ec7\u76f8\u5173\u7684\u53cc\u66f2\u7a7a\u95f4\u56e0\u6b64\u53d7\u5230\u5e7f\u6cdb\u5173\u6ce8\u3002\u7136\u800c\uff0c\u6700\u8fd1\u5f00\u53d1\u7684\u5927\u591a\u6570\u65b9\u6cd5\u548c\u6d4b\u91cf\u8f83\u5c11\u8003\u8651\u94fe\u8def\u7684\u4e0d\u5bf9\u79f0\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u8ba8\u8bba\u5982\u4f55\u901a\u8fc7\u8bc6\u522b\u6709\u5411\u7f51\u7edc\u7684\u4e8c\u5206\u7ed3\u6784\u6765\u590d\u7528\u8282\u70b9\u4fe1\u606f\u4f5c\u5d4c\u5165\u57fa\u7840\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u822c\u7684\u6620\u5c04\u6846\u67b6\uff0c\u5b83\u6df7\u5408\u4e86\u590d\u6742\u7f51\u7edc\uff0c\u6709\u5411\u94fe\u63a5\u548c\u9690\u85cf\u5ea6\u91cf\u7a7a\u95f4\u7684\u62d3\u6251\u7ed3\u6784\u3002\u901a\u8fc7\u5206\u5272\u8282\u70b9\u7684\u4e0d\u540c\u5c5e\u6027\uff0c\u53ef\u4ee5\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u8282\u70b9\u4e4b\u95f4\u7684\u53ef\u80fd\u6027\u8fdb\u884c\u5efa\u6a21\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u6211\u4eec\u5c06\u6b64\u6a21\u578b\u5e94\u7528\u4e8e\u4e00\u4e9b\u771f\u5b9e\u7cfb\u7edf\uff0c\u5305\u62ec\u56fd\u9645\u8d38\u6613\u7f51\u7edc\u548c C.elegans \u795e\u7ecf\u7f51\u7edc\u3002\u7ed3\u679c\u8bc1\u5b9e\uff0c\u6709\u5411\u7f51\u7edc\u4e5f\u80fd\u591f\u6620\u5c04\u5230\u5ea6\u91cf\u7a7a\u95f4\uff0c\u7f51\u7edc\u5d4c\u5165\u4fe1\u606f\u53ef\u4ee5\u6539\u5584\u73b0\u6709\u6a21\u578b\u7684\u5e94\u7528\u8303\u56f4\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u590d\u6742\u4eba\u9645\u7f51\u7edc\u7684\u540c\u6b65<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Synchronization of complex human networks<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03262<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Shir Shahal, Ateret Wurzberg, Inbar Sibony, Hamootal Duadi, Elad Shniderman, Daniel Weymouth, Nir Davidson, Moti Fridman<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u4eba\u9645\u7f51\u7edc\u7684\u540c\u6b65\u5bf9\u6211\u4eec\u7684\u6587\u660e\u81f3\u5173\u91cd\u8981\uff0c\u7406\u89e3\u63a7\u5236\u4eba\u7c7b\u7f51\u7edc\u53d8\u5316\u80cc\u540e\u7684\u7684\u52a8\u529b\uff0c\u884c\u4e3a\u548c\u57fa\u672c\u53c2\u6570\u5728\u6211\u4eec\u751f\u6d3b\u7684\u8bb8\u591a\u65b9\u9762\u90fd\u5f88\u91cd\u8981\u3002\u8fd1\u5e74\u6765\u5df2\u5bf9\u4eba\u7c7b\u96c6\u5408\u8fdb\u884c\u4e86\u7814\u7a76\uff0c\u4f46\u5bf9\u7f51\u7edc\u53c2\u6570\u548c\u5608\u6742\u73af\u5883\u7684\u63a7\u5236\u975e\u5e38\u6709\u9650\u3002\u7279\u522b\u662f\uff0c\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u5168\u90e8\u8026\u5408\u4e0a\uff0c\u800c\u5f53\u524d\u7684\u793e\u4f1a\u7f51\u7edc\u548c\u4eba\u7c7b\u4ea4\u4e92\u901a\u5e38\u57fa\u4e8e\u590d\u6742\u7684\u8026\u5408\u914d\u7f6e\uff0c\u4f8b\u5982\u6700\u8fd1\u90bb\u8026\u5408\u548c\u5c0f\u4e16\u754c\u7f51\u7edc\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u56e0\u4e3a\u4efb\u4f55\u96c6\u5408\u7684\u540c\u6b65\u7531\u5176\u7f51\u7edc\u53c2\u6570\u63a7\u5236\uff0c\u6240\u4ee5\u5728\u63a7\u5236\u8026\u5408\u548c\u5ef6\u8fdf\u7684\u540c\u65f6\u7814\u7a76\u4e0d\u540c\u7c7b\u578b\u7684\u4eba\u7c7b\u7f51\u7edc\u5bf9\u4e8e\u7406\u89e3\u4e0d\u540c\u7c7b\u578b\u7684\u4eba\u7c7b\u7f51\u7edc\u7684\u52a8\u6001\u6027\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u6211\u4eec\u7814\u7a76\u4e86\u590d\u6742\u7f51\u7edc\u4e2d\u4e13\u4e1a\u5c0f\u63d0\u7434\u624b\u4e4b\u95f4\u7684\u540c\u6b65\uff0c\u5b8c\u5168\u63a7\u5236\u4e86\u7f51\u7edc\u8fde\u63a5\uff0c\u6bcf\u4e2a\u8fde\u63a5\u7684\u8026\u5408\u5f3a\u5ea6\u548c\u5ef6\u8fdf\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u6211\u4eec\u53d1\u73b0\u8026\u5408\u7f51\u7edc\u7684\u5e38\u7528\u6a21\u578b\uff0c\u4f8b\u5982 Kuramoto \u6a21\u578b\uff0c\u4e0d\u80fd\u5e94\u7528\u4e8e\u4eba\u7c7b\u7f51\u7edc\u3002\u6211\u4eec\u53d1\u73b0\u73a9\u5bb6\u53ef\u4ee5\u5c06\u5176\u5468\u671f\u6027\u6539\u53d8\u4ee5\u627e\u5230\u8026\u5408\u7f51\u7edc\u7684\u7a33\u5b9a\u89e3\u51b3\u65b9\u6848\uff0c\u6216\u8005\u4ed6\u4eec\u53ef\u4ee5\u901a\u8fc7\u5ffd\u7565\u4ee4\u4eba\u6cae\u4e27\u7684\u4fe1\u53f7\u6765\u5220\u9664\u8fde\u63a5\u3002\u4e0e\u73b0\u6709\u6a21\u578b\u76f8\u6bd4\uff0c\u8fd9\u4e9b\u989d\u5916\u7684\u81ea\u7531\u5ea6\u53ef\u5b9e\u73b0\u65b0\u7b56\u7565\u5e76\u4ea7\u751f\u66f4\u597d\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6211\u4eec\u7684\u7ed3\u679c\u53ef\u80fd\u4f1a\u5f71\u54cd\u8bb8\u591a\u9886\u57df\uff0c\u5305\u62ec\u4ea4\u901a\u7ba1\u7406\uff0c\u75ab\u60c5\u63a7\u5236\u548c\u80a1\u5e02\u52a8\u6001\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u57fa\u4e8eFacebook\u8bc4<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u8bba\u7684\u5b9e\u65f6\u548c\u6279\u91cf\u60c5\u611f\u5206<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u6790\u7684\u7528\u6237\u6001\u5ea6\u68c0\u6d4b\u4e0e\u9884\u6d4b<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03392<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Hieu Tran, Maxim Shcherbakov<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px\">\u5927\u591a\u6570\u4eba\u5728\u793e\u4f1a\u7f51\u7edc\uff08\u4f8b\u5982Facebook\uff0cVkontakte\uff09\u4e0a\u62e5\u6709\u81ea\u5df1\u7684\u8d26\u6237\uff0c\u4ed6\u4eec\u8868\u8fbe\u4e86\u5bf9\u4e0d\u540c\u60c5\u51b5\u548c\u4e8b\u4ef6\u7684\u6001\u5ea6\u3002 Facebook \u53ea\u63d0\u4f9b\u79ef\u6781\u53cd\u9988\u548c\u5206\u4eab\u6309\u94ae\u3002\u4f46\u662f\uff0c\u5373\u4f7f\u610f\u89c1\u662f\u5426\u5b9a\u7684\uff0c\u77e5\u9053\u67d0\u4e2a\u7528\u6237\u5728\u5e16\u5b50\u4e0a\u7684\u4f4d\u7f6e\u4e5f\u5f88\u91cd\u8981\u3002\u53ef\u4ee5\u4ece\u7528\u6237\u7684\u8bc4\u8bba\u4e2d\u63d0\u53d6\u79ef\u6781\uff0c\u6d88\u6781\u548c\u4e2d\u7acb\u7684\u6001\u5ea6\u3002\u5173\u4e8e\u79ef\u6781\uff0c\u6d88\u6781\u548c\u4e2d\u7acb\u610f\u89c1\u7684\u603b\u4f53\u4fe1\u606f\u53ef\u4ee5\u4f7f\u4eba\u4eec\u4e86\u89e3\u4eba\u4eec\u5982\u4f55\u5728\u67d0\u4e2a\u4f4d\u7f6e\u505a\u51fa\u53cd\u5e94\u3002\u6b64\u5916\uff0c\u91cd\u8981\u7684\u662f\u8981\u77e5\u9053\u5728\u8fd9\u6bb5\u65f6\u95f4\u5185\u6001\u5ea6\u662f\u5982\u4f55\u53d8\u5316\u7684\u3002\u672c\u6587\u662f\u4e00\u79cd\u57fa\u4e8e\u60c5\u611f\u6587\u672c\u5206\u6790\u7684\u65b0\u65b9\u6cd5\uff0c\u7528\u4e8e\u68c0\u6d4b\u548c\u9884\u6d4bFacebook \u8bc4\u8bba\u7684\u6d88\u6781\u548c\u79ef\u6781\u6a21\u5f0f\uff0c\u5b83\u7ed3\u5408\u4e86<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\uff08i\uff09\u7528\u4e8e\u6a21\u5f0f\u53d1\u73b0\u7684\u5b9e\u65f6\u60c5\u611f\u6587\u672c\u5206\u6790\u548c<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\uff08ii\uff09\u7528\u4e8e\u521b\u5efa\u610f\u89c1\u9884\u6d4b\u7684\u6279\u91cf\u6570\u636e\u5904\u7406\u7b97\u6cd5\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u4e3a\u4e86\u6267\u884c\u9884\u6d4b\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e24\u6b65\u7b97\u6cd5\uff0c\u5176\u4e2d\uff1a\uff08i\uff09\u4f7f\u7528\u65e0\u76d1\u7763\u805a\u7c7b\u6280\u672f\u805a\u7c7b\u6a21\u5f0f\uff0c\u4ee5\u53ca<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\uff08ii\uff09\u57fa\u4e8e\u627e\u5230\u6765\u81ea\u7279\u5b9a\u805a\u7c7b\u7684\u6700\u8fd1\u6a21\u5f0f\u6765\u6267\u884c\u8d8b\u52bf\u9884\u6d4b\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u6848\u4f8b\u7814\u7a76\u8868\u660e\u6240\u63d0\u65b9\u6cd5\u7684\u6548\u7387\u548c\u51c6\u786e\u5ea6\uff08\u5e73\u5747MAE = 0.008\uff09\u53ca\u5176\u5b9e\u9645\u9002\u7528\u6027\u3002\u6b64\u5916\uff0c\u6211\u4eec\u53d1\u73b0\u4e86\u4e09\u79cd\u7c7b\u578b\u7684\u7528\u6237\u6001\u5ea6\u6a21\u5f0f\u5e76\u5bf9\u5176\u8fdb\u884c\u4e86\u63cf\u8ff0\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u5c3d\u53ef\u80fd\u65e9\u7684\u65b0<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u95fb\u6807\u7b7e\uff1a\u771f\u5b9e\u8fd8\u662f\u5047\uff1f<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">News Labeling as Early as Possible: Real or Fake?<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03423<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Maryam Ramezani, Mina Rafiei, Soroush Omranpour, Hamid R. Rabiee<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u901a\u8fc7\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4f2a\u88c5\u7684\u5047\u4fe1\u606f\u4e0e\u771f\u4fe1\u606f\u4f20\u64ad\u662f\u8bb8\u591a\u5e94\u7528\u4e2d\u7684\u91cd\u8981\u95ee\u9898\u3002\u65b0\u95fb\u53d1\u5e03\u65f6\u95f4\u4e0e\u5176\u6807\u7b7e\u68c0\u6d4b\u4e4b\u95f4\u7684\u65f6\u95f4\u5dee\u8ddd\u662f\u5411\u5e7f\u64ad\u771f\u5b9e\u4fe1\u606f\u548c\u907f\u514d\u5047\u4fe1\u606f\u4f20\u64ad\u7684\u91cd\u8981\u4e00\u6b65\u3002\u56e0\u6b64\uff0c\u8be5\u9886\u57df\u7684\u4e00\u9879\u5177\u6709\u6311\u6218\u6027\u7684\u4efb\u52a1\u662f\u5728\u4f20\u64ad\u7684\u65e9\u671f\u9636\u6bb5\u8bc6\u522b\u865a\u5047\u548c\u771f\u5b9e\u7684\u65b0\u95fb\u3002\u7136\u800c\uff0c\u4ecd\u7136\u9700\u8981\u5728\u6700\u5c0f\u5316\u65f6\u95f4\u95f4\u9694\u548c\u6700\u5927\u5316\u51c6\u786e\u6027\u4e4b\u95f4\u6743\u8861\u3002\u5c3d\u7ba1\u6700\u8fd1\u5728\u68c0\u6d4b\u5047\u65b0\u95fb\u65b9\u9762\u505a\u51fa\u4e86\u52aa\u529b\uff0c\u4f46\u662f\u6ca1\u6709\u660e\u786e\u7684\u5de5\u4f5c\u660e\u786e\u5730\u5c06\u65e9\u671f\u68c0\u6d4b\u7eb3\u5165\u5176\u6a21\u578b\u4e2d\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5173\u6ce8\u65b0\u95fb\u3001\u5e76\u901a\u8fc7\u8003\u8651\u5efa\u6a21\u548c\u9884\u6d4b\u7684\u65e9\u671f\u6027\u6765\u63d0\u51fa\u6a21\u578b\u3002\u6211\u4eec\u63d0\u51fa\u7684\u65b9\u6cd5\u4f7f\u7528\u4e00\u4e2a\u65b0\u7684\u635f\u5931\u51fd\u6570\uff0c\u5e76\u4e14\u7528\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u548c\u65b0\u7684\u505c\u6b62\u89c4\u5219\u3002\u9274\u4e8e\u65b0\u95fb\u7684\u80cc\u666f\uff0c\u6211\u4eec\u9996\u5148\u5c06\u5176\u5d4c\u5165\u7279\u5b9a\u4e8e\u7c7b\u7684\u6587\u672c\u8868\u793a\u4e2d\u3002\u7136\u540e\uff0c\u6211\u4eec\u5229\u7528\u7528\u6237\u7684\u53ef\u7528\u516c\u5171\u8d44\u6599\u548c\u65b0\u95fb\u4f20\u64ad\u7684\u901f\u5ea6\uff0c\u5bf9\u65b0\u95fb\u8fdb\u884c\u65e9\u671f\u6807\u8bb0\u3002\u4e0e\u73b0\u6709\u6280\u672f\u7684\u57fa\u7ebf\u548c\u6a21\u578b\u76f8\u6bd4\uff0c\u771f\u5b9e\u6570\u636e\u96c6\u4e0a\u7684\u5b9e\u9a8c\u8bc1\u660e\u4e86\u6211\u4eec\u7684\u6a21\u578b\u5728\u65e9\u671f\u6807\u8bb0\u548c\u51c6\u786e\u6027\u65b9\u9762\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u65f6\u95f4\u8fde\u901a\u6027\u7ed3\u6784<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u5bf9\u6d41\u884c\u75c5\u8fc7\u7a0b\u7684\u5f71\u54cd<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Impact of temporal connectivity patterns on epidemic process<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03442<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Hyewon Kim, Meesoon Ha, Hawoong Jeong<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u4e3a\u4e86\u63d0\u4f9b\u5173\u4e8e\u8bb8\u591a\u73b0\u5b9e\u4e16\u754c\u65f6\u95f4\u7f51\u7edc\u52a8\u6001\u7684\u5168\u9762\u5730\u56fe\uff0c\u6211\u4eec\u6839\u636e\u4fee\u6539\u540e\u7684\u6d3b\u52a8\u9a71\u52a8\u7684\u65f6\u95f4\u7f51\u7edc\u4e0a\u7684\u6613\u611f-\u611f\u67d3-\u514d\u75ab\uff08SIR\uff09\u6a21\u578b\uff0c\u5f97\u5230\u5177\u6709\u4fe1\u606f\u8bb0\u5fc6\u7684\u6539\u8fdb\u7684\u52a8\u6001\u9a71\u52a8\u7684\u7a7a\u95f4\u7f51\u7edc\uff08ADTN\uff09\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u5173\u6ce8\u7684\u662fSIR\u6a21\u578b\u7684\u6d41\u884c\u9608\u503c\u5982\u4f55\u53d7\u5230\u8282\u70b9\u6d3b\u52a8\u7684\u5f02\u8d28\u6027\u548c\u65f6\u95f4\u548c\u9759\u6001\u673a\u5236\u4e2d\u7684\u8bb0\u5fc6\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002\u867d\u7136\u8282\u70b9\u4e4b\u95f4\u7684\u5f3a\u5173\u7cfb\uff08\u8bb0\u5fc6\uff09\u6291\u5236\u4e86\u6d41\u884c\u75c5\u7684\u4f20\u64ad\uff0c\u4f46\u8282\u70b9\u6d3b\u52a8\u7684\u5f02\u8d28\u6027\u589e\u5f3a\u4e86\u5b83\u6700\u521d\u7684\u5168\u7403\u5316\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7531\u4e8e SIR \u6a21\u578b\u7684\u6d41\u884c\u9608\u503c\u5bf9\u9759\u6001\u7f51\u7edc\u4e2d\u8282\u70b9\u7684\u5ea6\u5206\u5e03\u975e\u5e38\u654f\u611f\uff0c\u6211\u4eec\u4f7f\u7528\u53ef\u80fd\u7684\u6d3b\u52a8\u6307\u6570\u96c6\u548c\u5728\u65f6\u95f4\u4e0a\u751f\u6210\u76f8\u540c\u5ea6\u5206\u5e03\u7684\u5185\u5b58\u6307\u6570\u6d4b\u8bd5\u4fee\u6539\u540e\u7684 ADTN \u4e0a\u7684 SIR \u7f51\u7edc\u6a21\u578b\u3002\u6211\u4eec\u8fd8\u8ba8\u8bba\u4e86\u6700\u5927\u805a\u7c7b\u7684\u65f6\u7a7a\u5c3a\u5ea6\u7279\u6027\u548c\u6d41\u884c\u9608\u503c\u7684\u6700\u5927\u7a0b\u5ea6\u7684\u4f5c\u7528\u3002\u636e\u89c2\u5bdf\uff0c\u9ad8\u6d3b\u6027\u8282\u70b9\u7684\u5b58\u5728\u80fd\u591f\u5728\u77ed\u65f6\u95f4\u5185\u89e6\u53d1\u6d41\u884c\u75c5\u7684\u521d\u59cb\u4f20\u64ad\uff0c\u4f46\u5b83\u4e5f\u9650\u5236\u4e86\u5176\u6700\u7ec8\u4f20\u64ad\u5230\u6574\u4e2a\u7f51\u7edc\u3002\u8fd9\u610f\u5473\u7740\u5728\u6d41\u884c\u75c5\u7684\u4f20\u64ad\u65f6\u95f4\u4e0e\u5176\u7206\u53d1\u89c4\u6a21\u4e4b\u95f4\u5b58\u5728\u6743\u8861\u3002\u6700\u540e\uff0c\u6211\u4eec\u5efa\u8bae\u5728 ADTN \u4e0a\u7684 SIR \u6a21\u578b\u7684\u76f8\u56fe\u548c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\u6d41\u884c\u75c5\u4f20\u64ad\u7684\u6700\u4f73\u6761\u4ef6\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u57fa\u4e8e\u589e\u91cf Skip-gram<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u548c\u8d1f\u62bd\u6837\u7684\u52a8\u6001\u7f51\u7edc\u5d4c\u5165<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03586<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Hao Peng, Jianxin Li, Hao Yan, Qiran Gong, Senzhang Wang, Lin Liu, Lihong Wang, Xiang Ren<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u7f51\u7edc\u8868\u793a\u5b66\u4e60\u4f5c\u4e3a\u4e00\u79cd\u5b66\u4e60\u5b9a\u70b9\u7684\u4f4e\u7ef4\u8868\u793a\u7684\u65b9\u6cd5\uff0c\u6700\u8fd1\u5f15\u8d77\u4e86\u76f8\u5f53\u591a\u7684\u7814\u7a76\u5173\u6ce8\u3002\u4e8b\u5b9e\u8bc1\u660e\uff0c\u5b83\u5728\u5927\u578b\u56fe\u4e0a\u7684\u8bb8\u591a\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u4e2d\u975e\u5e38\u6709\u7528\u3002\u5927\u591a\u6570\u73b0\u6709\u65b9\u6cd5\u4fa7\u91cd\u4e8e\u5b66\u4e60\u9759\u6001\u7f51\u7edc\u4e2d\u9876\u70b9\u7684\u7ed3\u6784\u8868\u793a\uff0c\u4f46\u4e0d\u80fd\u4fdd\u8bc1\u5728\u52a8\u6001\u7f51\u7edc\u573a\u666f\u4e2d\u51c6\u786e\u6709\u6548\u5730\u5d4c\u5165\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u6709\u6548\u7684\u589e\u91cf skip-gram \u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u91c7\u7528\u8d1f\u91c7\u6837\u8fdb\u884c\u52a8\u6001\u7f51\u7edc\u5d4c\u5165\uff0c\u5e76\u63d0\u4f9b\u4e00\u5957\u7406\u8bba\u5206\u6790\u6765\u4fdd\u8bc1\u6027\u80fd\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u9996\u5148\u5c06\u52a8\u6001\u7f51\u7edc\u5212\u5206\u4e3a\u66f4\u65b0\u7684\u5b50\u56fe\uff0c\u5305\u62ec\u6dfb\u52a0\/\u5220\u9664\u94fe\u63a5\u548c\u9876\u70b9\uff0c\u4ee5\u53ca\u968f\u65f6\u95f4\u63a8\u79fb\u4fdd\u7559\u7684\u7f51\u7edc\u3002\u7136\u540e\uff0c\u6211\u4eec\u5c06\u7f51\u7edc\u5d4c\u5165\u7684\u76ee\u6807\u51fd\u6570\u5206\u89e3\u4e3a\u7f51\u7edc\u7684\u589e\u52a0\uff0c\u6d88\u5931\u548c\u4fdd\u7559\u90e8\u5206\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u63d0\u4f9b\u4e00\u79cd\u65b0\u7684\u57fa\u4e8e\u968f\u673a\u68af\u5ea6\u7684\u65b9\u6cd5\uff0c\u7531\u7f51\u7edc\u5206\u533a\u5f15\u5bfc\uff0c\u4ee5\u66f4\u65b0\u8282\u70b9\u548c\u53c2\u6570\u5411\u91cf\u3002\u8bc1\u660e\u4e86\u6240\u63d0\u51fa\u7684\u7b97\u6cd5\u4ea7\u751f\u7684\u76ee\u6807\u51fd\u6570\u503c\u4e0e\u539f\u59cb\u76ee\u6807\u51fd\u6570\u7684\u5dee\u5f02\u6709\u9650\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u6211\u4eec\u7684\u5efa\u8bae\u53ef\u4ee5\u5728\u4fdd\u6301\u53ef\u6bd4\u6027\u80fd\u7684\u540c\u65f6\u663e\u8457\u7f29\u77ed\u8bad\u7ec3\u65f6\u95f4\u3002\u6211\u4eec\u8fd8\u8bc1\u660e\u4e86\u7406\u8bba\u5206\u6790\u7684\u6b63\u786e\u6027\u548c\u52a8\u6001\u7f51\u7edc\u5d4c\u5165\u7684\u5b9e\u7528\u6027\u3002\u6211\u4eec\u901a\u8fc7\u591a\u6807\u7b7e\u5206\u7c7b\u548c\u94fe\u8def\u9884\u6d4b\u4efb\u52a1\u5bf9\u591a\u4e2a\u771f\u5b9e\u7684\u5927\u578b\u7f51\u7edc\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u5927\u91cf\u5b9e\u9a8c\uff0c\u4ee5\u8bc4\u4f30\u6240\u63d0\u51fa\u7684\u6846\u67b6\u7684\u6709\u6548\u6027\u548c\u6548\u7387\uff0c\u5e76\u4e14\u5b9e\u73b0\u4e86\u591a\u8fbe22\u500d\u7684\u6548\u7387\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u5f31\u5173\u7cfb\u73b0\u8c61\u7684\u5173\u952e<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">The key to the weak-ties phenomenon<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03662<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Ke-ke Shang, Michael Small, Di Yin, Yan Wang, Tong-chen Li<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5bf9\u5f31\u5173\u7cfb\u73b0\u8c61\u7684\u7814\u7a76\u5386\u53f2\u60a0\u4e45\u4e14\u8bb0\u5f55\u826f\u597d\uff0c\u5bf9\u8fd9\u79cd\u793e\u4f1a\u73b0\u8c61\u5e94\u7528\u7684\u7814\u7a76\u6700\u8fd1\u5f15\u8d77\u4e86\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\u3002\u7136\u800c\uff0c\u8fdb\u4e00\u6b65\u63a2\u8ba8\u5f31\u5173\u7cfb\u73b0\u8c61\u80cc\u540e\u7684\u539f\u56e0\u4ecd\u7136\u5177\u6709\u6311\u6218\u6027\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u6570\u636e\u9a71\u52a8\u7684\u7f51\u7edc\u79d1\u5b66\u4e3a\u5206\u6790\u793e\u4f1a\u73b0\u8c61\u80cc\u540e\u7684\u56e0\u679c\u673a\u5236\u63d0\u4f9b\u4e86\u4e00\u79cd\u5177\u6709\u5b9e\u8d28\u6027\u89e3\u91ca\u529b\u7684\u65b0\u65b9\u6cd5\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u53d7\u6b64\u89c2\u70b9\u7684\u542f\u53d1\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b9\u6cd5\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63a2\u7d22\u65f6\u95f4\u5f31\u5173\u7cfb\u73b0\u8c61\u80cc\u540e\u7684\u9a71\u52a8\u56e0\u7d20\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u53d1\u73b0\uff0c\u5f31\u5173\u7cfb\u73b0\u8c61\u80cc\u540e\u7684\u660e\u663e\u76f4\u89c9\u662f\u4e0d\u6b63\u786e\u7684\uff0c\u800c\u4e14\u4e0e\u8fd9\u4e9b\u5f31\u5173\u7cfb\u76f8\u5173\u7684\u5927\u91cf\u672a\u77e5\u7684\u5171\u540c\u670b\u53cb\u5f80\u5f80\u662f\u5f31\u5173\u7cfb\u73b0\u8c61\u51fa\u73b0\u7684\u5173\u952e\u539f\u56e0\u4e4b\u4e00\u3002\u4f8b\u5982\uff0c\u5f31\u5173\u7cfb\u7684\u79d1\u5b66\u5408\u4f5c\u8005\u66f4\u613f\u610f\u53c2\u4e0e\u76f4\u63a5\u5408\u4f5c\uff0c\u800c\u4e0d\u662f\u4e0e\u5171\u540c\u7684\u540c\u4e8b\u5206\u4eab\u60f3\u6cd5 &#8211; \u81ea\u7136\u503e\u5411\u4e8e\u77ed\u6682\u65ad\u88c2\u5f3a\u8fde\u63a5\u94fe\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u65e0\u5197\u4f59\u8ba1\u7b97\u56fe<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Redundancy-Free Computation Graphs for Graph Neural Networks<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03707<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Zhihao Jia, Sina Lin, Rex Ying, Jiaxuan You, Jure Leskovec, Alex Aiken<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09\u57fa\u4e8e\u56fe\u4e2d\u8de8\u8282\u70b9\u7684\u90bb\u5c45\u7684\u91cd\u590d\u4fe1\u606f\u805a\u5408\u3002\u7136\u800c\uff0c\u56e0\u4e3a\u5728\u4e0d\u540c\u8282\u70b9\u4e4b\u95f4\u5171\u4eab\u516c\u5171\u90bb\u5c45\uff0c\u6240\u4ee5\u8fd9\u5bfc\u81f4\u91cd\u590d\u4e14\u4f4e\u6548\u7684\u8ba1\u7b97\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u5206\u5c42\u805a\u5408\u8ba1\u7b97\u56fe\uff08HAG\uff09\uff0c\u8fd9\u662f\u4e00\u79cd\u65b0\u7684 GNN \u56fe\u8868\u793a\uff0c\u5b83\u901a\u8fc7\u5206\u5c42\u7ba1\u7406\u4e2d\u95f4\u805a\u5408\u7ed3\u679c\uff0c\u5728 GNN \u8bad\u7ec3\u548c\u63a8\u7406\u4e2d\u6d88\u9664\u91cd\u590d\u8ba1\u7b97\u548c\u4e0d\u5fc5\u8981\u7684\u6570\u636e\u4f20\u8f93\uff0c\u660e\u786e\u5730\u907f\u514d\u4e86\u5197\u4f59\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u6211\u4eec\u5f15\u5165\u4e86\u7cbe\u786e\u7684\u6210\u672c\u51fd\u6570\u6765\u5b9a\u91cf\u8bc4\u4f30\u4e0d\u540c HAG \u7684\u8fd0\u884c\u65f6\u6027\u80fd\uff0c\u5e76\u4f7f\u7528\u65b0\u7684 HAG \u641c\u7d22\u7b97\u6cd5\u6765\u5bfb\u627e\u4f18\u5316\u7684 HAG\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u901a\u8fc7\u5c06\u7aef\u5230\u7aef\u57f9\u8bad\u541e\u5410\u91cf\u63d0\u9ad82.8\u500d\uff0c\u5e76\u5c06 GNN \u57f9\u8bad\u4e2d\u7684\u805a\u5408\u548c\u6570\u636e\u4f20\u8f93\u51cf\u5c116.3\u500d\u548c5.6\u500d\uff0cHAG \u8868\u793a\u660e\u663e\u4f18\u4e8e\u6807\u51c6 GNN \u56fe\u8868\u8868\u793a\uff0c\u540c\u65f6\u4fdd\u6301\u539f\u59cb\u6a21\u578b\u51c6\u786e\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-8332018\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u5728\u7ebf\u5f71\u54cd\u6700\u5927\u5316\u76ee<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u7684\u7684\u56e0\u5b50\u5206\u89e3 bandit \u7b97\u6cd5<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Factorization Bandits for Online Influence Maximization<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03737<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Qingyun Wu, Zhige Li, Huazheng Wang, Wei Chen, Hongning Wang<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6211\u4eec\u7814\u7a76\u4e86\u793e\u4f1a\u7f51\u7edc\u4e2d\u5728\u7ebf\u5f71\u54cd\u6700\u5927\u5316\u7684\u95ee\u9898\u3002\u5728\u8be5\u95ee\u9898\u4e2d\uff0c\u5b66\u4e60\u8005\u65e8\u5728\u901a\u8fc7\u4e0e\u7f51\u7edc\u4ea4\u4e92\u6765\u8bc6\u522b\u7f51\u7edc\u4e2d\u7684\u201c\u6700\u4f73\u5f71\u54cd\u8005\u201d\u96c6\u5408\uff0c\u5373\u91cd\u590d\u9009\u62e9\u79cd\u5b50\u8282\u70b9\u5e76\u89c2\u5bdf\u7f51\u7edc\u4e2d\u7684\u6fc0\u6d3b\u53cd\u9988\u3002\u6211\u4eec\u5229\u7528\u5f71\u54cd\u6700\u5927\u5316\u95ee\u9898\u7684\u4e00\u4e2a\u91cd\u8981\u7279\u6027 &#8211; \u7f51\u7edc\u5171\u4eab\u6027\uff0c\u8fd9\u5728\u5927\u591a\u6570\u73b0\u6709\u7684\u5728\u7ebf\u5f71\u54cd\u6700\u5927\u5316\u5de5\u4f5c\u4e2d\u90fd\u88ab\u5ffd\u7565\u4e86\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u4e3a\u4e86\u5b9e\u73b0\u7f51\u7edc\u7684\u534f\u540c\u6027\uff0c\u6211\u4eec\u5c06\u8fb9\u4e0a\u7684\u6fc0\u6d3b\u6982\u7387\u5206\u89e3\u4e3a\u76f8\u5e94\u8282\u70b9\u4e0a\u7684\u6f5c\u5728\u56e0\u5b50\uff0c\u5305\u62ec\u7ed9\u5b9a\u8282\u70b9\u4e0a\u7684\u5f71\u54cd\u56e0\u5b50\u548c\u63a5\u6536\u8282\u70b9\u4e0a\u7684\u654f\u611f\u56e0\u5b50\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u7f6e\u4fe1\u5ea6\u4e0a\u9650\u7684\u5728\u7ebf\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u6765\u4f30\u8ba1\u6f5c\u5728\u56e0\u7d20\uff0c\u4ece\u800c\u4f30\u8ba1\u6fc0\u6d3b\u6982\u7387\u3002\u901a\u8fc7\u57fa\u4e8e\u56e0\u5b50\u5206\u89e3\u7684\u5728\u7ebf\u5f71\u54cd\u6700\u5927\u5316\u7b97\u6cd5\u5b9e\u73b0\u4e86\u9057\u61be\u503c\u76f8\u5f53\u5927\u7684\u51cf\u5c11\u3002\u6211\u4eec\u4f7f\u7528\u4e24\u4e2a\u771f\u5b9e\u7f51\u7edc\u7684\u5e7f\u6cdb\u5b9e\u8bc1\u8bc4\u4f30\u663e\u793a\u4e86\u6211\u4eec\u63d0\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u793e\u4ea4\u5a92\u4f53\u4e2d\u4ec7\u6068<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u8a00\u8bed\u68c0\u6d4b\u7684\u8fc1\u79fb\u5b66\u4e60<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Transfer Learning for Hate Speech Detection in Social Media<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03829<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Marian-Andrei Rizoiu, Tianyu Wang, Gabriela Ferraro, Hanna Suominen<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5728\u5f53\u4eca\u793e\u4f1a\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u4e0e\u4e92\u8054\u7f51\u76f8\u8fde\uff0c\u5176\u4fe1\u606f\u548c\u901a\u4fe1\u6280\u672f\u5df2\u6210\u4e3a\u6211\u4eec\u65e5\u5e38\u751f\u6d3b\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u4e0d\u5e78\u7684\u662f\uff0c\u4e0e\u793e\u4ea4\u5a92\u4f53\u548c\u5176\u4ed6\u5728\u7ebf\u5185\u5bb9\u7684\u8fde\u63a5\u589e\u52a0\u7684\u53e6\u4e00\u9762\u662f\u7f51\u7edc\u6b3a\u51cc\u548c\u4ec7\u6068\uff0c\u4ee5\u53ca\u5176\u4ed6\u6709\u5bb3\u548c\u53cd\u793e\u4f1a\u884c\u4e3a\u3002\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u79cd\u5728\u7f51\u7edc\u6587\u672c\u4e2d\u68c0\u6d4b\u8fd9\u79cd\u4ec7\u6068\u8a00\u8bba\u7684\u65b9\u6cd5\uff0c\u4ee5\u4f7f\u8ba8\u8bba\u8bba\u575b\u548c\u5176\u4ed6\u5a92\u4f53\u548c\u5e73\u53f0\u66f4\u5b89\u5168\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7136\u800c\uff0c\u4e3b\u8981\u7684\u56f0\u96be\u662f\u6ce8\u91ca\u8db3\u591f\u591a\u7684\u6848\u4f8b\u6765\u8bad\u7ec3\u8fd9\u4e9b\u6a21\u578b\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u62a5\u544a\u4e86\u5f00\u53d1\u81ea\u52a8\u6587\u672c\u5206\u6790\u65b9\u6cd5\uff0c\u80fd\u591f\u8054\u5408\u5b66\u4e60\u6765\u81ea\u51e0\u4e2a\u8f83\u5c0f\u7684\uff0c\u4e0d\u76f8\u5173\u7684\u6570\u636e\u96c6\u7684\u4ec7\u6068\u7684\u5355\u4e00\u8868\u793a\u3002\u6211\u4eec\u5728\u603b\u517137,520\u7f8e\u5143\u7684\u82f1\u6587\u63a8\u6587\u4e2d\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6211\u4eec\u7684\u65b9\u6cd5\uff0c\u8fd9\u4e9b\u63a8\u6587\u5728\u7b2c\u4e00\u6b21\u68c0\u6d4b\u4efb\u52a1\u4e2d\u7528\u4e8e\u533a\u5206\u65e0\u5bb3\u4fe1\u606f\u548c\u79cd\u65cf\u4e3b\u4e49\u6216\u6027\u522b\u6b67\u89c6\u60c5\u5883\uff0c\u4ee5\u53ca\u7b2c\u4e8c\u6b21\u68c0\u6d4b\u4efb\u52a1\u4e2d\u7684\u4ec7\u6068\u6216\u653b\u51fb\u6027\u5185\u5bb9\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u6211\u4eec\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u7ed3\u5408\u4e86\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u548c\u4f20\u9012\u5b66\u4e60\u3002\u5b83\u80fd\u591f\u521b\u5efa\u7279\u5b9a\u4e8e\u8fd9\u4e9b\u4efb\u52a1\u7684\u5355\u8bcd\u548c\u53e5\u5b50\u5d4c\u5165\uff0c\u540c\u65f6\u8fd8\u5d4c\u5165\u4e86\u901a\u7528\u4ec7\u6068\u8bed\u97f3\u7684\u542b\u4e49\u3002\u5b83\u7684\u9884\u6d4b\u6b63\u786e\u6027\u5206\u522b\u662f\u7b2c\u4e00\u548c\u7b2c\u4e8c\u9879\u4efb\u52a1\u4e2d\u7684\u5b8f\u89c2\u5e73\u5747F1\u5206\u522b\u4e3a 78 \uff05\u548c 72 \uff05\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u751f\u6210\u4e00\u4e2a\u53ef\u89e3\u91ca\u7684\u4e8c\u7ef4\u6587\u672c\u53ef\u89c6\u5316 &#8211; \u79f0\u4e3a\u4ec7\u6068\u5730\u56fe &#8211; \u80fd\u591f\u5206\u79bb\u4e0d\u540c\u7c7b\u578b\u7684\u4ec7\u6068\u8a00\u8bba\u5e76\u89e3\u91ca\u4f7f\u6587\u672c\u6709\u5bb3\u7684\u539f\u56e0\u3002\u8fd9\u4e9b\u65b9\u6cd5\u548c\u89c1\u89e3\u4e0d\u4ec5\u5177\u6709\u66f4\u5b89\u5168\u7684\u793e\u4ea4\u5a92\u4f53\u7684\u6f5c\u529b\uff0c\u800c\u4e14\u8fd8\u51cf\u5c11\u4e86\u8ba9\u4eba\u7c7b\u4e3b\u6301\u4eba\u548c\u6ce8\u91ca\u8005\u66b4\u9732\u4e8e\u4ee4\u4eba\u75db\u82e6\u7684\u5728\u7ebf\u6d88\u606f\u4f20\u9012\u7684\u9700\u6c42\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u81ea\u52a8\u8bc6\u522b\u793e\u4ea4\u5a92\u4f53\u4e2d\u7684\u6295\u8bc9<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Automatically Identifying Complaints in Social Media<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.03890<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Daniel Preotiuc-Pietro, Mihaela Gaman, Nikolaos Aletras<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u62b1\u6028\u662f\u5728\u4eba\u7c7b\u548c\u8ba1\u7b97\u673a\u5a92\u4ecb\u901a\u4fe1\u4e2d\u7ecf\u5e38\u4f7f\u7528\u7684\u57fa\u672c\u8a00\u8bed\u884c\u4e3a\uff0c\u4ee5\u8868\u8fbe\u5728\u7279\u5b9a\u60c5\u51b5\u4e0b\u73b0\u5b9e\u4e0e\u671f\u671b\u4e4b\u95f4\u7684\u8d1f\u9762\u4e0d\u5339\u914d\u3002\u81ea\u52a8\u8bc6\u522b\u793e\u4ea4\u5a92\u4f53\u4e2d\u7684\u6295\u8bc9\u5bf9\u4e8e\u7ec4\u7ec7\u6216\u54c1\u724c\u6765\u8bf4\u81f3\u5173\u91cd\u8981\uff0c\u4ee5\u6539\u5584\u5ba2\u6237\u4f53\u9a8c\u6216\u5f00\u53d1\u7528\u4e8e\u5904\u7406\u548c\u54cd\u5e94\u6295\u8bc9\u7684\u5bf9\u8bdd\u7cfb\u7edf\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u4ecb\u7ecd\u4e86\u8ba1\u7b97\u8bed\u8a00\u5b66\u4e2d\u6295\u8bc9\u7684\u7cfb\u7edf\u5206\u6790\u3002\u6211\u4eec\u5728 Twitter \u4e0a\u6536\u96c6\u4e86\u4e00\u4efd\u7528\u82f1\u8bed\u8868\u8fbe\u7684\u4e66\u9762\u6295\u8bc9\u7684\u65b0\u6ce8\u91ca\u6570\u636e\u96c6\u3002 \u6211\u4eec\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u8bed\u8a00\u5b66\u5206\u6790\u62b1\u6028\u4f5c\u4e3a\u793e\u4ea4\u5a92\u4f53\u4e2d\u7684\u8a00\u8bed\u884c\u4e3a\uff0c\u5e76\u57f9\u8bad\u5f3a\u5927\u7684\u57fa\u4e8e\u7279\u5f81\u7684\u795e\u7ecf\u6a21\u578b\u548c9\u4e2a\u9886\u57df\u7684\u6295\u8bc9\uff0c\u4f7f\u7528\u8fdc\u7a0b\u76d1\u7763\u5b9e\u73b0\u9ad8\u8fbe79 F1\u7684\u9884\u6d4b\u6027\u80fd\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u81ea\u52a8\u5316\u548c\u804c\u4e1a\u79fb\u52a8<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u6027\uff1a\u6570\u636e\u9a71\u52a8\u7684\u7f51\u7edc\u6a21\u578b<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Automation and occupational mobility: A data-driven network model<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.04086<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">R. Maria del Rio-Chanona, Penny Mealy, Mariano Beguerisse-D\u00edaz, Francois Lafond, J. Doyne Farmer<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u8bb8\u591a\u73b0\u6709\u5de5\u4f5c\u90fd\u503e\u5411\u4e8e\u81ea\u52a8\u5316\uff0c\u4f46\u7531\u4e8e\u65b0\u6280\u672f\u4e5f\u521b\u9020\u4e86\u65b0\u7684\u5de5\u4f5c\u5c97\u4f4d\uff0c\u56e0\u6b64\u4e86\u89e3\u5de5\u4f5c\u8f6c\u6362\u81f3\u5173\u91cd\u8981\u3002\u57fa\u4e8e\u7ecf\u9a8c\u6570\u636e\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u804c\u4e1a\u79fb\u52a8\u7f51\u7edc\uff0c\u5176\u4e2d\u8282\u70b9\u662f\u804c\u4e1a\uff0c\u8fb9\u4ee3\u8868\u5de5\u4f5c\u8f6c\u6362\u7684\u53ef\u80fd\u6027\u3002\u4e3a\u4e86\u7814\u7a76\u81ea\u52a8\u5316\u7684\u5f71\u54cd\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u52b3\u52a8\u529b\u5e02\u573a\u6a21\u578b\u3002\u5728\u5b8f\u89c2\u5c42\u9762\uff0c\u6211\u4eec\u7684\u6a21\u578b\u518d\u73b0\u4e86 Beveridge \u66f2\u7ebf\u3002\u5728\u5fae\u89c2\u5c42\u9762\uff0c\u6211\u4eec\u6839\u636e\u4e0e\u52b3\u52a8\u529b\u9700\u6c42\u7684\u81ea\u52a8\u5316\u76f8\u5173\u7684\u91cd\u65b0\u5206\u914d\u6765\u5206\u6790\u7279\u5b9a\u804c\u4e1a\u7684\u5931\u4e1a\u95ee\u9898\u3002\u7f51\u7edc\u7ed3\u6784\u8d77\u7740\u91cd\u8981\u4f5c\u7528\uff1a\u5177\u6709\u76f8\u4f3c\u81ea\u52a8\u5316\u6c34\u5e73\u7684\u804c\u4e1a\u5de5\u4eba\u5728\u77ed\u671f\u548c\u957f\u671f\u90fd\u7ecf\u5e38\u9762\u4e34\u4e0d\u540c\u7684\u7ed3\u679c\uff0c\u56e0\u4e3a\u67d0\u4e9b\u804c\u4e1a\u51e0\u4e4e\u6ca1\u6709\u63d0\u4f9b\u8fc7\u6e21\u7684\u673a\u4f1a\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u5f3a\u8c03\u4e86\u5728\u8f6c\u578b\u53ef\u80fd\u6027\u6709\u9650\u7684\u804c\u4e1a\u4e2d\u6307\u5bfc\u518d\u57f9\u8bad\u8ba1\u5212\u7684\u91cd\u8981\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-8332018\">\n<section class=\"mpa-template\">\n<section class=\"\" style=\"letter-spacing: 0.544px\">\n<section style=\"margin-top: 20px\">\n<section>\n<section><strong><\/p>\n<p><span><strong><span><span>\u6700\u540e\u4e00\u53e5\u8bdd\uff1a\u4e86\u89e3\u5728<\/span><\/span><\/strong><\/span><\/p>\n<p><span><strong><span><span>\u7ebf\u4e89\u8bba\u4e2d\u7684\u62bd\u6837\u95ee\u9898<\/span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Having the Last Word: Understanding How to Sample Discussions Online<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1906.04148<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Gioia Boschi, Anthony P. Young, Sagar Joglekar, Chiara Cammarota, Nishanth Sastry<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5728\u7ebf\u4e89\u8bba\u4e2d\uff0c\u5c31\u50cf\u975e\u5728\u7ebf\u7684\uff0c\u4e2a\u4f53\u8868\u8fbe\uff0c\u4e89\u8bba\uff0c\u4f7f\u7528\u8bba\u636e\u652f\u6301\u6216\u53cd\u9a73\uff0c\u5bfc\u81f4\u67d0\u4e9b\u8bba\u70b9\u83b7\u80dc\uff08\u53ef\u80fd\u6765\u81ea\u8fa9\u8bba\u7684\u4e0d\u540c\u65b9\u9762\uff09\u3002\u7136\u800c\uff0c\u5728\u7ebf\u5bf9\u8bdd\u7684\u89c4\u6a21\u8fdc\u5927\u4e8e\u79bb\u7ebf\u5bf9\u8bdd\uff0c\u5f80\u5f80\u6709\u6210\u5343\u4e0a\u4e07\u7684\u7528\u6237\u4f7f\u7528\u7740\u8bdd\u8bed\u6743\u3002\u56e0\u6b64\uff0c\u8bfb\u8005\u7ecf\u5e38\u88ab\u8feb\u62bd\u6837\u63d0\u51fa\u7684\u8bba\u70b9\u6216\u8bba\u636e\u7684\u5b50\u96c6\u3002\u7531\u4e8e\u8fd9\u79cd\u62bd\u6837\u5f88\u5c11\u4ee5\u539f\u5219\u6027\u65b9\u5f0f\u8fdb\u884c\uff0c\u56e0\u6b64\u7528\u6237\u53ef\u80fd\u65e0\u6cd5\u83b7\u5f97\u6240\u6709\u76f8\u5173\u7684\u201c\u83b7\u80dc\u201d\u8bba\u636e\uff0c\u4ee5\u4fbf\u4ece\u6837\u672c\u4e2d\u5168\u9762\u4e86\u89e3\u8fa9\u8bba\u60c5\u51b5\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u672c\u6587\u6709\u5174\u8da3\u56de\u7b54\u7528\u6237\u5982\u4f55\u5bf9\u5728\u7ebf\u5bf9\u8bdd\u8fdb\u884c\u62bd\u6837\u4ee5\u6709\u9009\u62e9\u5730\u652f\u6301\u83b7\u80dc\u8bba\u70b9\u7684\u95ee\u9898\u3002\u6211\u4eec\u5e94\u7528\u8bba\u8bc1\u7406\u8bba\u548c\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u6280\u672f\u6765\u6784\u5efa\u4e00\u4e2a\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u6839\u636e\u7406\u60f3\u5316\u7684\u5728\u7ebf\u8ba8\u8bba\u4e2d\u7684\u4f4d\u7f6e\u6765\u9884\u6d4b\u89c4\u8303\u6027\u83b7\u80dc\u8bba\u70b9\u7684\u6982\u7387\u3002\u5728\u7ebf\u8ba8\u8bba\u88ab\u6a21\u578b\u63cf\u8ff0\u6210\u4e00\u4e2a\u56de\u590d\u7f51\u7edc\uff0c\u5176\u4e2d\u8282\u70b9\u8868\u793a\u4ea4\u6362\u7684\u8bc4\u8bba\uff0c\u800c\u6709\u5411\u8fb9\u8868\u793a\u53ef\u4ee5\u652f\u6301\u6216\u53cd\u9a73\u56de\u590d\u3002\u6211\u4eec\u7684\u6a21\u578b\u663e\u793a\uff0c\u7f51\u7edc\u4e2d\u652f\u6301\u7684\u56de\u590d\u6bd4\u4f8b\uff0c\u7f51\u7edc\u7684\u5ea6\u5185\u5206\u5e03\u548c\u672a\u53cd\u9a73\u7684\u53c2\u6570\u7684\u4f4d\u7f6e\uff08\u201c\u7ed3\u5c3e\u53e5\u201d\uff09\u90fd\u51b3\u5b9a\u4e86\u8bc4\u8bba\u662f\u83b7\u80dc\u8bba\u8bc1\u7684\u6982\u7387\u884c\u4e3a\u3001\u5730\u70b9\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u8fd9\u4e5f\u901a\u8fc7\u4ece\u5728\u7ebf\u8fa9\u8bba\u5e73\u53f0 Kialo \u4e2d\u7684\u6570\u636e\u5f97\u5230\u9a8c\u8bc1\u3002\u56e0\u6b64\uff0c\u5728\u9884\u6d4b\u7b54\u590d\u7f51\u7edc\u4e2d\u83b7\u80dc\u8bba\u70b9\u7684\u4f4d\u7f6e\u65f6\uff0c\u6211\u4eec\u53ef\u4ee5\u5efa\u8bae\u8bfb\u8005\u5728\u4ed6\u4eec\u60f3\u8981\u5728\u8fd9\u4e9b\u8ba8\u8bba\u4e2d\u638c\u63e1\u83b7\u80dc\u610f\u89c1\u65f6\u5e94\u8be5\u91c7\u6837\u548c\u9605\u8bfb\u54ea\u4e9b\u8bba\u70b9\u3002\u6211\u4eec\u7684\u6a21\u578b\u5bf9\u672a\u6765\u5728\u7ebf\u8ba8\u8bba\u5e73\u53f0\u7684\u8bbe\u8ba1\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/span><\/p>\n<p class=\"ql-align-justify\">\n<blockquote>\n<p><span>\u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/span><\/p>\n<p><span>\u7f16\u8f91\uff1a\u5b5f\u5a55<\/span><\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\u58f0\u660e\uff1aArxiv\u6587\u7ae0\u6458\u8981\u7248\u6743\u5f52\u8bba\u6587\u539f\u4f5c\u8005\u6240\u6709\uff0c\u7531\u672c\u4eba\u8fdb\u884c\u7ffb\u8bd1\u6574\u7406\uff0c\u672a\u7ecf\u540c\u610f\u8bf7\u52ff\u968f\u610f\u8f6c\u8f7d\u3002\u672c\u7cfb\u5217\u5728\u5fae\u4fe1\u516c\u4f17\u53f7\u201c\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012\u201d\uff08\u5fae\u4fe1\u53f7netsci\uff09\u548c\u4e2a\u4eba\u535a\u5ba2 https:\/\/www.complexly.me \uff08\u63d0\u4f9bRSS\u8ba2\u9605\uff09\u8fdb\u884c\u540c\u6b65\u66f4\u65b0\u3002<\/p>\n<\/blockquote>\n<p style=\"margin-top: 10px;margin-right: 8px;margin-left: 8px;line-height: 25.6px\">\n<p style=\"margin-top: 10px;margin-right: 8px;margin-left: 8px;line-height: 25.6px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497960&amp;idx=3&amp;sn=e832522633a4fae75944c3a0d3c59a6a&amp;chksm=e897a265dfe02b73939575f85c9abc50623a3da8cbd14081eb78abd8527332b0fd76c1ffd15b&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u56fe\u4e0a\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u548c\u4f18\u5316 \u7b495\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497913&amp;idx=2&amp;sn=84bf1d6c6b12f6b2a6cd4d7cef549579&amp;chksm=e897a234dfe02b22820fdc91cb22723b7461d96a3b7ff58f69b37ce8b80ec5f2242f7f96a3b1&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u63a2\u7d22\u6570\u636e\u96c6\u9009\u62e9\u5bf9\u8861\u91cf\u56fd\u9645\u7814\u7a76\u5408\u4f5c\u7684\u5f71\u54cd \u7b4912\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497912&amp;idx=2&amp;sn=8ef190b094f4e88f9a01151011e5a99e&amp;chksm=e897a235dfe02b2333a7f0a3b9b447b67de492caf0eb5b2911901e61af9ecfe3977c2d2c8acd&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u5171\u4eab\u6c7d\u8f66\u5339\u914d\u7b97\u6cd5\u5982\u4f55\u5bfc\u81f4\u53f8\u6536\u5165\u5de8\u5927\u5dee\u5f02 \u7b4912\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497887&amp;idx=3&amp;sn=6cf4c51bdce8ed581b0e3125faefa763&amp;chksm=e897a212dfe02b043727c4c1e2fe535d97332b6b917619630a2b7abdad24c06dca5f65c79650&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u56fe\u6ce8\u610f\u529b\u81ea\u52a8\u7f16\u7801\u5668 \u7b4931\u7bc7<\/strong><\/a><\/p>\n<p><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497835&amp;idx=3&amp;sn=16c41f79b15a6a40c8477184fc29f623&amp;chksm=e897a2e6dfe02bf0986f7a3c6accd50a6b9372842f8b13fd181a21c6d3c458fc7494c3ac6cd2&amp;scene=21#wechat_redirect\" target=\"_blank\">\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5d4c\u5957\u6027\uff1a\u89c2\u5bdf\u3001\u6d8c\u73b0\u548c\u542f\u793a \u7b4923\u7bc7<\/a><\/strong><\/p>\n<p><strong><strong><strong><span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487778&amp;idx=1&amp;sn=c2e77ec93213c4c63f57a777ff10e368&amp;chksm=e8944bafdfe3c2b9d66544dafe7403159473e8c94fd3bc513f5300c353bcec49c0c0b69797af&amp;scene=21#wechat_redirect\" target=\"_blank\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/span><\/strong><\/strong><\/strong><\/p>\n<\/p>\n<section class=\"mpa-template\">\n<section class=\"\">\n<section class=\"\">\n<hr \/>\n<div class=\"post-image\"><img class=\"__bg_gif\" width=\"100%\" style=\"letter-spacing: 0.5px;width: 64px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma5-1561456219.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px\">\n<section>\n<p><strong><span>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p><strong><span>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em\"><strong><strong><span><span>\u25c6<\/span><span>\u25c6<\/span><span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p><span><strong><span style=\"font-size: 14px\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<\/p>\n<p><span><strong><span style=\"font-size: 14px\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section>\n<div class=\"post-image\"><img class=\"\" style=\"width: 156px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma9-1561456219.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/section>\n<p><span style=\"font-size: 14px\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class=\"keep-source\">\n<p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?timestamp=1561456216&amp;src=3&amp;ver=1&amp;signature=8PWAJzs1ggNuw-St22PtEIGKnB*OyHwKiHfmY6YWqbwbcaM2D2zCs*Wh01txycSwtLufFfhn8-mHnAif3p7hgKOGXrrLvtSoPMNBAEzoVcJzr2vFwgMbEoKGreqjnA1*qKFL*baC1DdZA9zQIQyf-uTsValexK15xEL4QiQ4JkQ=\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012 \u901a\u8fc7\u7f51\u7edc\u89c2\u6d4b\u6570\u636e\u8fdb\u884c\u4e2a\u4f53\u6cbb\u7597\u6548\u679c\u7684\u673a\u5668\u5b66\u4e60 \u6709\u5411\u7f51\u7edc\u7684\u53cc\u66f2\u5d4c\u5165\u6a21\u578b; \u590d\u6742\u4eba\u9645\u7f51\u7edc\u7684\u540c\u6b65; \u57fa\u4e8e Facebook \u8bc4\u8bba\u7684\u5b9e\u65f6\u548c\u6279\u91cf\u60c5\u611f\u5206\u6790\u7684\u7528\u6237\u6001\u5ea6\u68c0\u6d4b\u4e0e\u9884\u6d4b; \u5c3d\u53ef\u80fd\u65e9\u7684\u65b0\u95fb\u6807\u7b7e\uff1a\u771f\u5b9e\u8fd8\u662f\u5047\uff1f; \u65f6\u95f4\u8fde\u901a\u6a21\u5f0f\u5bf9\u6d41\u884c\u75c5\u8fc7\u7a0b\u7684\u5f71\u54cd; \u57fa\u4e8e\u589e\u91cf Skip-gram \u548c\u8d1f\u62bd\u6837\u7684\u52a8\u6001\u7f51\u7edc\u5d4c\u5165; &#8230;<\/p>\n","protected":false},"author":1,"featured_media":16204,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/16203"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16203"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/16203\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/16204"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16203"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=16203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}