{"id":15879,"date":"2019-06-03T17:51:21","date_gmt":"2019-06-03T09:50:31","guid":{"rendered":"https:\/\/swarma.org\/?p=15879"},"modified":"2019-06-03T17:50:33","modified_gmt":"2019-06-03T09:50:33","slug":"8151887cf5","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=15879","title":{"rendered":"\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5d4c\u5957\u6027\uff1a\u89c2\u5bdf\u3001\u6d8c\u73b0\u548c\u542f\u793a | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901223\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<div class=\"post-image\"><img class=\"\" style=\"height: 360px;text-align: center;width: 540px\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma6-1559555431.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/p>\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><span><\/span><\/p>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5d4c\u5957\u6027\uff1a\u89c2\u5bdf\u3001\u6d8c\u73b0\u548c\u542f\u793a;<\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">\u591a Agent \u5e02\u573a\u7684\u4fe1\u8a89\u7cfb\u7edf;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u7f51\u7edc\u4e4b\u95f4\u7684\u76f8\u4e92\u8fde\u63a5\u7c7b\u4f3c\u4e00\u9636\u6e17\u6d41\u53d8\u5316\u4e2d\u7684\u5916\u90e8\u573a;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u6df1\u5ea6\u7edf\u4e00\u591a\u6a21\u6001\u5d4c\u5165\uff0c\u7528\u4e8e\u7406\u89e3\u793e\u4ea4\u5a92\u4f53\u7f51\u7edc\u4e2d\u7684\u5185\u5bb9\u548c\u7528\u6237;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4eff\u771f\u6a21\u578b\u7684\u63a2\u7d22\u65b9\u6cd5;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u901a\u8fc7\u8fdc\u7a0b\u76d1\u7763\u4ece Twitter \u5b66\u4e60\u8de8\u8bed\u8a00\u5d4c\u5165;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4e0d\u5b8c\u5584\u79c1\u6709\u4fe1\u53f7\u7ed3\u6784\u7684\u975e\u8d1d\u53f6\u65af\u793e\u4f1a\u5b66\u4e60;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5177\u6709\u53ef\u91cd\u65b0\u6fc0\u52b1\u8282\u70b9\u7684\u5173\u952e\u7f51\u7edc\u7ea7\u8054\uff1a\u4e3a\u4ec0\u4e48\u6811\u72b6\u8fd1\u4f3c\u901a\u5e38\u6709\u6548\uff0c\u4f55\u65f6\u5d29\u6e83\uff0c\u4ee5\u53ca\u5982\u4f55\u7ea0\u6b63\u5b83\u4eec;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u7528\u4e8e\u8fb9\u6d41\u7684\u57fa\u4e8e\u56fe\u7684\u534a\u76d1\u7763\u548c\u4e3b\u52a8\u5b66\u4e60;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u65e0\u4eba\u9a7e\u9a76\u5df4\u58eb\uff1a\u540c\u6b65\u63d0\u9ad8\u6548\u7387;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\"><\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u53ef\u6269\u5c55\u7684 Gromov-Wasserstein \u5b66\u4e60\u56fe\u5206\u5272\u548c\u5339\u914d;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5bf9\u590f\u6d1b\u8328\u7ef4\u5c142017\u5e74\u201c\u56e2\u7ed3\u53f3\u7ffc\u201d\u96c6\u4f1a\u7684\u5728\u7ebf\u53cd\u5e94\uff1a\u5229\u7528\u5a92\u4f53\u8ffd\u968f\u8005\u8861\u91cf Twitter \u7f51\u7edc\u7684\u4e24\u6781\u5206\u5316;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u7ed3\u5408\u57fa\u4e8e\u5185\u5bb9\u548c\u56fe\u7684\u7279\u5f81\u68c0\u6d4b\u5728\u7ebf\u5bf9\u8bdd\u4e2d\u7684\u6ee5\u7528\u8bed\u8a00;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u57fa\u4e8e\u5171\u8f6d\u529b\u6a21\u578b\u7684\u884c\u4eba\u758f\u6563\u6a21\u62df\u63a2\u7d22\u6700\u4f18\u65c1\u8def\u7b56\u7565;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4f7f\u7528\u81ea\u613f\u6c47\u62a5\u7684\u5730\u7406\u4fe1\u606f\u8bca\u65ad\u5c0f\u7a7a\u95f4\u5c3a\u5ea6\u7684\u4eba\u4f53\u79fb\u52a8\u6a21\u578b\u7684\u6027\u80fd;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u8003\u8651\u5173\u7cfb\u7ed3\u6784\u7684\u5f02\u6784\u4fe1\u606f\u7f51\u7edc\u5d4c\u5165;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5c11\u6570\u4eba\u7684\u529b\u91cf\uff1a\u5206\u6790\u6709\u5f71\u54cd\u529b\u7684\u7528\u6237\u5728\u534f\u540c\u63a8\u8350\u7cfb\u7edf\u4e2d\u7684\u5f71\u54cd;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">T-EDGE\uff1a\u7528\u4e8e\u4ee5\u592a\u574a\u4ea4\u6613\u7f51\u7edc\u5206\u6790\u7684\u65f6\u95f4\u52a0\u6743\u591a\u5143\u6709\u5411\u56fe\u5d4c\u5165;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\"><\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u7528\u4e8e\u786e\u5b9a\u5b9e\u4f53\u5173\u7cfb\u7684\u56fe\u8ddd\u79bb\uff1a\u6b3a\u8bc8\u68c0\u6d4b\u7684\u62d3\u6251\u65b9\u6cd5;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u7406\u89e3\u6fc0\u8fdb\u601d\u7ef4\uff1a\u8bc6\u522b\u4fe1\u53f7\u68c0\u6d4b Twitter\u4e0a\u7684\u6781\u7aef\u4e3b\u4e49\u5185\u5bb9;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5f53\u56fe\u6316\u6398\u9047\u5230\u4f17\u5305\uff1a\u4e3a\u7b54\u6848\u805a\u5408\u9009\u62e9\u4e13\u5bb6;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">Barabasi-Albert \u7f51\u7edc\u7684\u914d\u7f6e\u6a21\u578b;<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"ql-long-10488686 list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u795e\u7ecf\u56fe\u534f\u540c\u8fc7\u6ee4;<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"ql-long-10488686\"><\/h3>\n<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong><strong style=\"letter-spacing: 0.544px\">\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5d4c\u5957<\/strong><\/strong><\/span><\/p>\n<p><span><strong><strong style=\"letter-spacing: 0.544px\">\u6027\uff1a\u89c2\u5bdf\u3001\u6d8c\u73b0\u548c\u542f\u793a<\/strong><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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 style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Nestedness in complex networks: Observation, emergence, and implications<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.07593<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Manuel Sebastian Mariani, Zhuo-Ming Ren, Jordi Bascompte, Claudio Juan Tessone<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/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 style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u89c2\u5bdf\u5230\u7684\u751f\u6001\u548c\u793e\u4f1a\u7ecf\u6d4e\u7f51\u7edc\u67b6\u6784\u4e0e\u968f\u673a\u7f51\u7edc\u7684\u67b6\u6784\u6709\u5f88\u5927\u4e0d\u540c\u3002\u4ece\u7f51\u7edc\u79d1\u5b66\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5728\u771f\u5b9e\u7f51\u7edc\u4e2d\u89c2\u5bdf\u5230\u7684\u975e\u968f\u673a\u7ed3\u6784\u6a21\u5f0f\u9700\u8981\u89e3\u91ca\u5b83\u4eec\u7684\u51fa\u73b0\u4ee5\u53ca\u5bf9\u5b83\u4eec\u6f5c\u5728\u7684\u7cfb\u7edf\u6027\u540e\u679c\u7684\u7406\u89e3\u3002\u672c\u6587\u91cd\u70b9\u4ecb\u7ecd\u5176\u4e2d\u4e00\u79cd\u6a21\u5f0f\uff1a\u5d4c\u5957\u3002\u7ed9\u5b9a\u4ea4\u4e92\u8282\u70b9\u7684\u7f51\u7edc\uff0c\u5d4c\u5957\u53ef\u4ee5\u88ab\u63cf\u8ff0\u4e3a\u8282\u70b9\u4e0e\u66f4\u597d\u8fde\u63a5\u7684\u8282\u70b9\u7684\u4ea4\u4e92\u4f19\u4f34\u7684\u5b50\u96c6\u4ea4\u4e92\u7684\u8d8b\u52bf\u3002\u751f\u7269\u5730\u7406\u5b6680\u5e74\u4ee5\u6765\u5df2\u77e5\uff0c\u5728\u751f\u6001\u5171\u751f\u7ec4\u7ec7\uff0c\u4e16\u754c\u8d38\u6613\uff0c\u7ec4\u7ec7\u95f4\u5173\u7cfb\u7b49\u4f17\u591a\u7cfb\u7edf\u4e2d\u5df2\u7ecf\u53d1\u73b0\u4e86\u5d4c\u5957\u6027\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/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\"><span style=\"font-size: 15px\">\u672c\u7efc\u8ff0\u6587\u7ae0\u91cd\u70b9\u4ecb\u7ecd\u4e09\u4e2a\u4e3b\u8981\u652f\u67f1\uff1a\u73b0\u6709\u7684\u89c2\u5bdf\u7f51\u7edc\u5d4c\u5957\u7684\u65b9\u6cd5;\u65e8\u5728\u89e3\u91ca\u751f\u6001\u548c\u793e\u4f1a\u7ecf\u6d4e\u7f51\u7edc\u4e2d\u5d4c\u5957\u6027\u51fa\u73b0\u7684\u4e3b\u8981\u7406\u8bba\u673a\u5236;\u5d4c\u5957\u7684\u4ea4\u4e92\u62d3\u6251\u5bf9\u7ed9\u5b9a\u4ea4\u4e92\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u884c\u6027\u7684\u5f71\u54cd\u3002\u6211\u4eec\u8c03\u67e5\u4e86\u591a\u6837\u5316\u5b66\u79d1\u7684\u7ed3\u679c\uff0c\u5305\u62ec\u7edf\u8ba1\u7269\u7406\u5b66\uff0c\u56fe\u8bba\uff0c\u751f\u6001\u5b66\u548c\u7406\u8bba\u7ecf\u6d4e\u5b66\u3002\u53d1\u73b0\u5d4c\u5957\u6027\u5728\u4e8c\u5206\u7f51\u7edc\u4e2d\u51fa\u73b0\uff0c\u5e76\u4e14\u6700\u8fd1\u5728\u5355\u5411\u7f51\u7edc\u4e2d\u51fa\u73b0;\u8fd9\u7bc7\u7efc\u8ff0\u662f\u7b2c\u4e00\u6b21\u7edf\u4e00\u4e24\u79cd\u7814\u7a76\u6d41\u7a0b\u7684\u7efc\u5408\u5c1d\u8bd5\uff0c\u901a\u5e38\u662f\u76f8\u4e92\u8131\u8282\u7684\u3002\u6211\u4eec\u76f8\u4fe1\u771f\u6b63\u7684\u8de8\u5b66\u79d1\u52aa\u529b &#8211; \u867d\u7136\u690d\u6839\u4e8e\u590d\u6742\u7684\u7cfb\u7edf\u89c6\u89d2 &#8211; \u53ef\u80fd\u6fc0\u53d1\u65b0\u7684\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u5176\u5e94\u7528\u9886\u57df\u65e0\u7591\u5c06\u8d85\u8d8a\u5b66\u79d1\u754c\u9650\u3002<\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u591a Agent \u5e02\u573a\u7684\u4fe1\u8a89\u7cfb\u7edf<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">A Reputation System for Multi-Agent Marketplaces<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.08036<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Anton Kolonin, Ben Goertzel, Cassio Pennachin, Deborah Duong, Matt Ikle, Nejc Znidar, Marco Argentieri<\/span><\/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 style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u6211\u4eec\u57fa\u4e8e\u5bf9\u76f8\u5e94\u91d1\u878d\u4ea4\u6613\u7684\u4ef7\u503c\u52a0\u6743\u7684\u663e\u6027\u8bc4\u7ea7\uff0c\u4ece\u5176\u5411\u5e02\u573a\u53c2\u4e0e\u8005\u6388\u4e88\u201c\u5b89\u5168\u6027\u201d\u7684\u80fd\u529b\u7684\u89d2\u5ea6\uff0c\u901a\u8fc7\u4fdd\u62a4\u4ed6\u4eec\u514d\u53d7\u6b3a\u8bc8\u548c\u201c\u516c\u5e73\u201d\u7684\u771f\u5b9e\u54c1\u8d28\u6765\u5c55\u793a\u4fe1\u8a89\u7cfb\u7edf\u7684\u63a2\u7d22\u3002\u53c2\u4e0e\u8005\u6b63\u786e\u8bc4\u4f30\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u6240\u9009\u4fe1\u8a89\u7cfb\u7edf\u7684\u4eff\u771f\u5efa\u6a21\u65b9\u6cd5\uff0c\u5e76\u8ba8\u8bba\u4e86\u4eff\u771f\u7ed3\u679c\u3002<\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u7f51\u7edc\u4e4b\u95f4\u7684\u76f8\u4e92\u8fde\u63a5\u7c7b<\/strong><\/span><\/p>\n<p><span><strong>\u4f3c\u4e00\u9636\u6e17\u6d41\u53d8\u5316\u4e2d\u7684\u5916\u90e8\u573a<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\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\">Interconnections between networks act like an external field in first-order percolation transitions<\/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\/1905.07009<\/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\">Bnaya Gross, Hillel Sanhedrai, Louis Shekhtman, Shlomo Havlin<\/span><\/p>\n<p class=\"ql-align-justify ql-long-10488686\">\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\"><\/span><span style=\"font-size: 15px\">\u8bb8\u591a\u76f8\u4e92\u4f9d\u5b58\u7684\u73b0\u5b9e\u4e16\u754c\u57fa\u7840\u8bbe\u65bd\u6d89\u53ca\u4e0d\u540c\u793e\u533a\u6216\u57ce\u5e02\u4e4b\u95f4\u7684\u76f8\u4e92\u8054\u7cfb\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u7814\u7a76\u662f\u5426\u4ee5\u53ca\u5982\u4f55\u5c06\u8fd9\u79cd\u4e92\u8fde\u7684\u5f71\u54cd\u63cf\u8ff0\u4e3a\u7ecf\u5386\u4e00\u9636\u6e17\u6d41\u8f6c\u53d8\u7684\u76f8\u4e92\u4f9d\u8d56\u7f51\u7edc\u7684\u5916\u90e8\u573a\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u4e0e\u5916\u90e8\u5b57\u6bb5\u76f8\u5173\u7684\u5173\u952e\u6307\u6570 \u03b3 \u548c \u03b4 \u4e5f\u53ef\u4ee5\u5b9a\u4e49\u4e3a\u4e00\u9636\u8f6c\u6362\uff0c\u4f46\u5b83\u4eec\u7684\u503c\u4e0e\u4e8c\u9636\u8f6c\u6362\u7684\u503c\u4e0d\u540c\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\">\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u5373\u4f7f\u5728\u76f8\u4e92\u4f9d\u8d56\u7684\u7f51\u7edc\u7684\u5355\u4e2a\u6a21\u578b\u4e2d\u4e5f\u53ef\u4ee5\u627e\u5230\u4e24\u7ec4\u4e0d\u540c\u7684\u6307\u6570\uff0c\u8fd9\u53d6\u51b3\u4e8e\u4f9d\u8d56\u6027\u8026\u5408\u5f3a\u5ea6\u3002\u5177\u4f53\u800c\u8a00\uff0c\u4e00\u9636\u533a\u57df\u4e2d\u7684\u6307\u6570 \u03b3 \uff08\u9ad8\u8026\u5408\uff09\u4e0d\u9075\u5faa\u6ce2\u52a8\u8017\u6563\u5b9a\u7406\uff0c\u800c\u5728\u8fde\u7eed\u533a\u57df\uff08\u4f4e\u8026\u5408\uff09\u5219\u8868\u793a\u3002\u7136\u800c\uff0c\u5728\u8fd9\u4e24\u79cd\u60c5\u51b5\u4e0b\uff0c\u5b83\u4eec\u90fd\u6ee1\u8db3 Widom \u7279\u6027\uff0c \u03b4\u22121=\u03b3\/\u03b2\uff0c\u8fd9\u8fdb\u4e00\u6b65\u652f\u6301\u4e86\u4ed6\u4eec\u5b9a\u4e49\u7684\u6709\u6548\u6027\u3002\u6211\u4eec\u7684\u7ed3\u679c\u63d0\u4f9b\u4e86\u5bf9\u76f8\u4e92\u4f9d\u8d56\u7f51\u7edc\u4e2d\u76f8\u53d8\u6027\u8d28\u7684\u7269\u7406\u76f4\u89c9\uff0c\u5e76\u89e3\u91ca\u4e86\u4e24\u7ec4\u4e0d\u540c\u6307\u6570\u7684\u6839\u672c\u539f\u56e0\u3002<\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span>\u6df1\u5ea6\u7edf\u4e00\u591a\u6a21\u6001<\/span><\/p>\n<p><span>\u5d4c\u5165\uff0c\u7528\u4e8e\u7406\u89e3\u793e\u4ea4<\/span><\/p>\n<p><span style=\"font-size: 16px\"><span>\u5a92\u4f53<\/span>\u7f51\u7edc\u4e2d\u7684\u5185\u5bb9\u548c\u7528\u6237<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Deep Unified Multimodal Embeddings for Understanding both Content and Users in Social Media 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><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\/1905.07075<\/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\">Karan Sikka, Lucas Van Bramer, Ajay Divakaran<\/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\u8fc7\u53bb\u51e0\u5e74\u4e2d\uff0c\u793e\u4ea4\u5a92\u4f53\u7f51\u7edc\u4e0a\u4ea7\u751f\u7684\u591a\u6a21\u5f0f\u5185\u5bb9\u7206\u70b8\u5f0f\u589e\u957f\uff0c\u8fd9\u4f7f\u5f97\u5fc5\u987b\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u548c\u7528\u6237\u884c\u4e3a\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u5185\u5bb9\u72ec\u7acb\u5185\u5bb9 &#8211; \u7528\u6237 &#8211; \u53cd\u5e94\u6a21\u578b\uff0c\u7528\u4e8e\u793e\u4ea4\u591a\u5a92\u4f53\u5185\u5bb9\u5206\u6790\u3002\u4e0e\u901a\u5e38\u5355\u72ec\u5904\u7406\u8bed\u4e49\u5185\u5bb9\u7406\u89e3\u548c\u7528\u6237\u884c\u4e3a\u5efa\u6a21\u7684\u5148\u524d\u5de5\u4f5c\u76f8\u6bd4\uff0c\u6211\u4eec\u5728\u7edf\u4e00\u6846\u67b6\u5185\u63d0\u51fa\u4e86\u5bf9\u8fd9\u4e9b\u95ee\u9898\u7684\u901a\u7528\u89e3\u51b3\u65b9\u6848\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\u5c06\u5f00\u653e\u793e\u4ea4\u5a92\u4f53\u4e2d\u7684\u7528\u6237\uff0c\u56fe\u50cf\u548c\u6587\u672c\u5d4c\u5165\u5230\u4e00\u4e2a\u5171\u540c\u7684\u591a\u6a21\u5f0f\u51e0\u4f55\u7a7a\u95f4\u4e2d\uff0c\u4f7f\u7528\u4e00\u79cd\u65b0\u7684\u635f\u5931\u51fd\u6570\u6765\u8bbe\u8ba1\u5e94\u5bf9\u8fdc\u7a0b\u548c\u4e0d\u540c\u7684\u6a21\u6001\uff0c\u4ece\u800c\u5b9e\u73b0\u65e0\u7f1d\u7684\u4e09\u5411\u68c0\u7d22\u3002\u6211\u4eec\u7684\u6a21\u578b\u4e0d\u4ec5\u4f18\u4e8e\u57fa\u4e8e\u5355\u5cf0\u5d4c\u5165\u7684\u8de8\u6a21\u6001\u68c0\u7d22\u4efb\u52a1\u65b9\u6cd5\uff0c\u800c\u4e14\u8fd8\u663e\u793a\u4e86\u8054\u5408\u89e3\u51b3Twitter \u6570\u636e\u4e0a\u7684\u4e24\u4e2a\u4efb\u52a1\u6240\u5e26\u6765\u7684\u6539\u8fdb\u3002\u6211\u4eec\u8fd8\u8868\u660e\uff0c\u4e0e\u5728 Instagram \u6570\u636e\u4e0a\u4f7f\u7528\u5355\u5cf0\u5185\u5bb9\u5b66\u4e60\u7684\u7528\u6237\u76f8\u6bd4\uff0c\u5728\u6211\u4eec\u7684\u8054\u5408\u591a\u6a21\u5f0f\u5d4c\u5165\u6a21\u578b\u4e2d\u5b66\u4e60\u7684\u7528\u6237\u5d4c\u5165\u66f4\u80fd\u9884\u6d4b\u7528\u6237\u5174\u8da3\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\u6b64\uff0c\u6211\u4eec\u7684\u6846\u67b6\u8d85\u8d8a\u4e86\u4f7f\u7528\u663e\u5f0f\u9886\u5bfc\u8005 &#8211; \u8ddf\u968f\u8005\u94fe\u63a5\u4fe1\u606f\u901a\u8fc7\u4ece\u5b64\u7acb\u7528\u6237\u4e2d\u63d0\u53d6\u9690\u542b\u7684\u4ee5\u5185\u5bb9\u4e3a\u4e2d\u5fc3\u7684\u4ece\u5c5e\u5173\u7cfb\u6765\u5efa\u7acb\u4ece\u5c5e\u5173\u7cfb\u7684\u5148\u524d\u5b9e\u8df5\u3002\u6211\u4eec\u63d0\u4f9b\u5b9a\u6027\u7ed3\u679c\uff0c\u4ee5\u663e\u793a\u4ece\u5b66\u4e60\u5d4c\u5165\u4e2d\u51fa\u73b0\u7684\u7528\u6237\u7fa4\u5177\u6709\u4e00\u81f4\u7684\u8bed\u4e49\u548c\u6211\u4eec\u7684\u6a21\u578b\u4ece\u5608\u6742\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u4e2d\u53d1\u73b0\u7ec6\u7c92\u5ea6\u8bed\u4e49\u7684\u80fd\u529b\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u8868\u660e\uff0c\u793e\u4ea4\u591a\u6a21\u6001\u5185\u5bb9\u672c\u8d28\u4e0a\u662f\u591a\u6a21\u5f0f\u7684\uff0c\u5e76\u4e14\u5177\u6709\u4e00\u81f4\u7684\u7ed3\u6784\uff0c\u56e0\u4e3a\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\uff0c\u610f\u4e49\u662f\u901a\u8fc7\u7528\u6237\u548c\u5185\u5bb9\u4e4b\u95f4\u7684\u4ea4\u4e92\u6765\u521b\u5efa\u7684\u3002<\/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<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u4eff\u771f\u6a21\u578b\u7684\u63a2\u7d22\u65b9\u6cd5<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Exploration methods for simulation models<\/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\/1905.07160<\/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\">J. Raimbault, D. Pumain<\/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\u9996\u5148\u56de\u60f3\u4e00\u4e0b\uff0c\u5728\u8fd9\u4e00\u7ae0\u4e2d\uff0c\u6a21\u62df\u6a21\u578b\u5728\u793e\u4f1a\u79d1\u5b66\u548c\u4eba\u6587\u5b66\u79d1\u4e2d\u662f\u7edd\u5bf9\u5fc5\u8981\u7684\uff0c\u5728\u5b9e\u9a8c\u79d1\u5b66\u65b9\u6cd5\u4e2d\uff0c\u5b83\u4eec\u53ea\u80fd\u975e\u5e38\u7279\u522b\u5730\u8981\u6c42\u5b83\u4eec\u6765\u6784\u5efa\u4ed6\u4eec\u7684\u77e5\u8bc6\u3002\u901a\u8fc7\u6570\u5b66\u6a21\u578b\u7684\u5f62\u5f0f\u5316\u80fd\u591f\u63d0\u4f9b\u5206\u6790\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u901a\u5e38\u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u4ee5\u4fbf\u63d0\u4f9b\u4ee4\u4eba\u6ee1\u610f\u7684\u793e\u4f1a\u590d\u6742\u6027\u8868\u793a\uff0c\u57fa\u4e8e\u4e3b\u4f53\u7684\u8ba1\u7b97\u6a21\u578b\u8d8a\u6765\u8d8a\u591a\u5730\u88ab\u4f7f\u7528\u3002\u957f\u671f\u4ee5\u6765\uff0c\u8ba1\u7b97\u673a\u7684\u6709\u9650\u8ba1\u7b97\u80fd\u529b\u7981\u6b62\u5bf9\u6a21\u578b\u8fdb\u884c\u7f16\u7a0b\uff0c\u540c\u65f6\u8003\u8651\u5230\u5730\u7406\u4e0a\u672c\u5730\u5316\uff08\u4e2a\u4eba\u6216\u5730\u533a\uff09\u7684\u5927\u91cf\u5b9e\u4f53\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\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\">\u539f\u5219\u4e0a\uff0c\u8fd9\u4e9b\u6a21\u578b\u5e94\u8be5\u544a\u77e5\u5728\u5b8f\u89c2\u5730\u7406\u5c42\u9762\u4e0a\u5b9a\u4e49\u7684\u7ed9\u5b9a\u914d\u7f6e\u7684\u51fa\u73b0\u7684\u53ef\u80fd\u6027\u548c\u6761\u4ef6\uff0c\u8fd9\u4e9b\u914d\u7f6e\u6765\u81ea\u5fae\u89c2\u5730\u7406\u5c42\u9762\u4e0a\u53d1\u751f\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u5728\u5177\u6709\u592a\u591a\u590d\u6742\u884c\u4e3a\u7684\u7cfb\u7edf\u4e2d\uff0c\u4eba\u7c7b\u5927\u8111\u53ef\u4ee5\u7406\u89e3\u3002\u7136\u800c\uff0c\u8fd9\u9700\u8981\u7814\u7a76\u8fd9\u4e9b\u6a21\u578b\u7684\u52a8\u6001\u884c\u4e3a\uff0c\u5305\u62ec\u975e\u7ebf\u6027\u53cd\u9988\u6548\u5e94\uff0c\u5e76\u9a8c\u8bc1\u5b83\u4eec\u5728\u6a21\u62df\u7684\u6240\u6709\u9636\u6bb5\u4ea7\u751f\u5408\u7406\u7684\u7ed3\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\u8fc7\u53bb\u5341\u5e74\u7ed3\u675f\u4e4b\u524d\uff0c\u8fd9\u79cd\u63a2\u7d22\u7b97\u6cd5\u52a8\u6001\u7684\u5fc5\u8981\u9636\u6bb5\u4ecd\u7136\u76f8\u5f53\u7b80\u964b\uff0c\u5f53\u65f6\u7b97\u6cd5\u5305\u62ec\u66f4\u590d\u6742\u7684\u65b9\u6cd5\uff0c\u5982\u6f14\u5316\u8ba1\u7b97\u548c\u5206\u5e03\u5f0f\u9ad8\u6027\u80fd\u8ba1\u7b97\u7684\u4f7f\u7528\uff0c\u4f7f\u5f97\u9a8c\u8bc1\u65b9\u9762\u6709\u4e86\u663e\u8457\u7684\u8d28\u7684\u98de\u8dc3\u6a21\u578b\uff0c\u751a\u81f3\u662f\u793e\u4f1a\u79d1\u5b66\u548c\u4eba\u6587\u5b66\u79d1\u7684\u8ba4\u8bc6\u8bba\u8f6c\u5411\uff0c\u5efa\u8bae\u4f7f\u7528\u8fd9\u91cc\u63cf\u8ff0\u7684 OpenMOLE \u5e73\u53f0\u5b9e\u73b0\u7684\u6700\u65b0\u5e94\u7528\u3002<\/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>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u901a\u8fc7\u8fdc\u7a0b\u76d1\u7763\u4ece<\/strong><\/span><\/p>\n<p><span><strong>Twitter\u5b66\u4e60\u8de8\u8bed\u8a00\u5d4c\u5165<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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 Cross-lingual Embeddings from Twitter via Distant Supervision<\/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\/1905.07358<\/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\">Jose Camacho-Collados, Yerai Doval, Eugenio Mart\u00ednez-C\u00e1mara, Luis Espinosa-Anke, Francesco Barbieri, Steven Schockaert<\/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\"> \u8de8\u8bed\u8a00\u5d4c\u5165\u8868\u793a\u540c\u4e00\u5411\u91cf\u7a7a\u95f4\u4e2d\u6765\u81ea\u4e0d\u540c\u8bed\u8a00\u7684\u5355\u8bcd\u7684\u542b\u4e49\u3002\u6700\u8fd1\u7684\u5de5\u4f5c\u8868\u660e\uff0c\u901a\u8fc7\u5bf9\u9f50\u72ec\u7acb\u5b66\u4e60\u7684\u5355\u8bed\u5d4c\u5165\u7a7a\u95f4\u53ef\u4ee5\u6784\u5efa\u8fd9\u6837\u7684\u8868\u793a\uff0c\u5e76\u4e14\u5373\u4f7f\u6ca1\u6709\u5916\u90e8\u53cc\u8bed\u6570\u636e\u4e5f\u53ef\u4ee5\u83b7\u5f97\u51c6\u786e\u7684\u5bf9\u9f50\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63a2\u8ba8\u4e86\u4e00\u4e2a\u5728\u6587\u732e\u4e2d\u88ab\u5ffd\u89c6\u7684\u7814\u7a76\u65b9\u5411\uff1a\u5229\u7528\u5608\u6742\u7684\u7528\u6237\u751f\u6210\u7684\u6587\u672c\u6765\u5b66\u4e60\u7279\u522b\u9488\u5bf9\u793e\u4ea4\u5a92\u4f53\u5e94\u7528\u7684\u8de8\u8bed\u8a00\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\">\u867d\u7136\u793e\u4ea4\u5a92\u4f53\u7c7b\u578b\u7684\u566a\u97f3\u548c\u975e\u6b63\u5f0f\u6027\u8d28\u5bf9\u8de8\u8bed\u8a00\u5d4c\u5165\u65b9\u6cd5\u63d0\u51fa\u4e86\u989d\u5916\u7684\u6311\u6218\uff0c\u4f46\u6211\u4eec\u53d1\u73b0\u5b83\u8fd8\u63d0\u4f9b\u4e86\u5173\u952e\u673a\u4f1a\uff0c\u56e0\u4e3a\u4ee3\u7801\u8f6c\u6362\u7684\u4e30\u5bcc\u6027\u4ee5\u53ca\u8868\u60c5\u7b26\u53f7\u548c\u547d\u540d\u5b9e\u4f53\u7684\u5171\u4eab\u8bcd\u6c47\u8868\u7684\u5b58\u5728\u3002\u6211\u4eec\u7684\u8d21\u732e\u5728\u4e8e\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u540e\u5904\u7406\u6b65\u9aa4\uff0c\u5229\u7528\u8fd9\u4e9b\u73b0\u8c61\u6765\u663e\u8457\u63d0\u9ad8\u6700\u5148\u8fdb\u7684\u5bf9\u9f50\u65b9\u6cd5\u7684\u6027\u80fd\u3002<\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u4e0d\u5b8c\u5584\u79c1\u6709\u4fe1\u53f7\u7ed3\u6784<\/strong><\/span><\/p>\n<p><span><strong>\u7684\u975e\u8d1d\u53f6\u65af\u793e\u4f1a\u5b66\u4e60<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Non-Bayesian Social Learning with Imperfect Private Signal Structure<\/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\/1904.02385<\/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\">Sannyuya Liu, Zhonghua Yan, Xiufeng Cheng, Liang Zhao<\/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\"> \u4f5c\u4e3a\u63cf\u8ff0\u793e\u4f1a\u7f51\u7edc\u4fe1\u5ff5\u52a8\u6001\u7684\u7ecf\u5178\u6a21\u578b\u4e4b\u4e00\uff0c\u975e\u8d1d\u53f6\u65af\u793e\u4f1a\u5b66\u4e60\u6a21\u578b\u5047\u8bbe\u7f51\u7edc\u4e2d\u7684\u6210\u5458\u901a\u8fc7\u8d1d\u53f6\u65af\u63a8\u7406\u8fc7\u7a0b\u62e5\u6709\u51c6\u786e\u7684\u4fe1\u53f7\u77e5\u8bc6\u3002\u4e3a\u4e86\u4f7f\u975e\u8d1d\u53f6\u65af\u793e\u4f1a\u5b66\u4e60\u6a21\u578b\u66f4\u9002\u7528\u4e8e\u4eba\u7c7b\u548c\u52a8\u7269\u793e\u4f1a\uff0c\u672c\u6587\u901a\u8fc7\u5047\u8bbe\u5b58\u5728\u79c1\u4eba\u4fe1\u53f7\u7ed3\u6784\u504f\u5dee\u6765\u6269\u5c55\u8be5\u6a21\u578b\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\">\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u4e2d\u7684\u6bcf\u4e2a\u793e\u4f1a\u6210\u5458\u4f7f\u7528\u4e0d\u5b8c\u7f8e\u7684\u4fe1\u53f7\u77e5\u8bc6\u6765\u5f62\u6210\u5176\u8d1d\u53f6\u65af\u90e8\u5206\u4fe1\u5ff5\uff0c\u7136\u540e\u5c06\u5176\u90bb\u5c45\u7684\u4fe1\u5ff5\u7ed3\u5408\u5230\u8be5\u8d1d\u53f6\u65af\u90e8\u5206\u4fe1\u5ff5\u4e2d\u4ee5\u5f62\u6210\u65b0\u7684\u4fe1\u5ff5\u62a5\u544a\u3002\u9996\u5148\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u5b64\u7acb\u56e0\u5b50\u7684\u5185\u5728\u5b66\u4e60\u80fd\u529b\uff0c\u5e76\u63a8\u5bfc\u51fa\u4fe1\u53f7\u7ed3\u6784\u9700\u8981\u6ee1\u8db3\u8fd9\u79cd\u5b64\u7acb\u56e0\u5b50\u7684\u6761\u4ef6\u624d\u80fd\u505a\u51fa\u6700\u7ec8\u7684\u6b63\u786e\u51b3\u7b56\u3002\u6839\u636e\u8fd9\u4e9b\u6761\u4ef6\uff0c\u4ee3\u7406\u4eba\u7684\u4fe1\u53f7\u7ed3\u6784\u8fdb\u4e00\u6b65\u5206\u4e3a\u4e09\u79cd\u4e0d\u540c\u7684\u7c7b\u578b\uff0c\u201c\u4fdd\u5b88\u201d\uff0c\u201c\u6fc0\u8fdb\u201d\u548c\u201c\u6d88\u6781\u201d\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\u540e\uff0c\u6211\u4eec\u5c06\u4e0a\u4e0b\u6587\u4ece\u9694\u79bb\u7684\u4ee3\u7406\u5207\u6362\u5230\u8fde\u63a5\u7684\u7f51\u7edc;\u6211\u4eec\u7684\u547d\u9898\u548c\u6a21\u62df\u8868\u660e\uff0c\u4fdd\u5b88\u4e3b\u4f53\u662f\u793e\u4f1a\u7f51\u7edc\u5b66\u4e60\u771f\u5b9e\u72b6\u6001\u7684\u4e3b\u5bfc\u529b\u91cf\uff0c\u800c\u5176\u4ed6\u4e24\u79cd\u7c7b\u578b\u53ef\u80fd\u963b\u6b62\u7f51\u7edc\u6210\u529f\u5b66\u4e60\u3002\u867d\u7136\u975e\u8d1d\u53f6\u65af\u793e\u4f1a\u5b66\u4e60\u673a\u5236\u786e\u5b9e\u5b58\u5728\u8106\u5f31\u6027\uff0c\u4f46\u201c\u66f4\u52a0\u4fdd\u5b88\u201d\u548c\u201c\u907f\u514d\u8fc7\u5ea6\u81ea\u4fe1\u201d\u53ef\u80fd\u662f\u771f\u5b9e\u793e\u4f1a\u7f51\u7edc\u4e2d\u6bcf\u4e2a\u4ee3\u7406\u4eba\u5171\u540c\u6539\u5584\u793e\u4f1a\u5b66\u4e60\u8fc7\u7a0b\u548c\u7ed3\u679c\u7684\u6709\u6548\u7b56\u7565\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\"><span><strong>\u5177\u6709\u53ef\u91cd\u65b0\u6fc0\u52b1\u8282\u70b9\u7684<\/strong><\/span><span><strong>\u5173\u952e\u7f51\u7edc<\/strong><\/span><\/span><\/p>\n<p><span style=\"font-size: 16px\"><span><strong>\u7ea7\u8054\uff1a\u4e3a\u4ec0\u4e48\u6811\u72b6\u8fd1<\/strong><\/span><strong>\u4f3c\u901a\u5e38\u6709\u6548\uff0c<\/strong><\/span><\/p>\n<p><span style=\"font-size: 16px\"><strong>\u4f55<\/strong><span><strong>\u65f6\u5d29\u6e83<\/strong><\/span><strong>\uff0c\u4ee5\u53ca\u5982\u4f55\u7ea0\u6b63\u5b83\u4eec<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">C<\/span><span style=\"font-size: 15px\">ritical Network Cascades with Re-excitable nodes: Why tree-like approximations usually work, when they breakdown, and how to correct them<\/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\/1905.07433<\/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\">Sarthak Chandra, Edward Ott, Michelle Girvan<\/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\u8003\u8651\u7f51\u7edc\u4e0a\u7684\u7ea7\u8054\u8fc7\u7a0b\u95ee\u9898\u3002\u7f51\u7edc\u7ea7\u8054\u7406\u8bba\u7684\u5148\u524d\u5de5\u4f5c\u901a\u5e38\u4ec5\u9650\u4e8e\u672c\u5730\u6811\u72b6\u7f51\u7edc\u6216\u7a84\u7c7b\u62d3\u6251\u7ed3\u6784\u3002\u6211\u4eec\u7814\u7a76\u4e86\u80fd\u591f\u5bf9\u6bcf\u4e2a\u8282\u70b9\u8fdb\u884c\u591a\u6b21\u91cd\u65b0\u6fc0\u53d1\u7684\u7ea7\u8054\u6a21\u578b\uff0c\u5e76\u8ba8\u8bba\u4e86\u6811\u72b6\u8fd1\u4f3c\u7ed9\u51fa\u826f\u597d\u7ed3\u679c\u7684\u6761\u4ef6\uff0c\u8fd9\u4e9b\u7ed3\u679c\u5230\u76ee\u524d\u4e3a\u6b62\u8fd8\u6ca1\u6709\u5f97\u5230\u5f88\u597d\u7684\u7406\u89e3\u3002\u6211\u4eec\u8fd8\u8ba8\u8bba\u4e86\u6839\u636e\u7f51\u7edc\u4e2d\u5b58\u5728\u7684\u4e3b\u9898\u8ba1\u7b97\u7f51\u7edc\u5173\u952e\u6027\u7684\u8fd9\u79cd\u8fd1\u4f3c\u503c\u7684\u7ec6\u5206\u539f\u56e0\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\u5728\u8fd9\u91cc\u5f97\u5230\u7684\u7ed3\u679c\u9002\u7528\u4e8e\u660e\u786e\u4e0d\u6ee1\u8db3\u5c40\u90e8\u6811\u72b6\u8fd1\u4f3c\u7684\u4e00\u822c\u7f51\u7edc\u3002\u7279\u522b\u5730\uff0c\u6211\u4eec\u5173\u6ce8\u53cc\u5e73\u884c\u57fa\u5e8f\uff0c\u8fd9\u662f\u4e0e\u57fa\u4e8e\u6811\u7684\u7406\u8bba\u5728\u6709\u5411\u7f51\u7edc\u4e0a\u7684\u79bb\u6563\u65f6\u95f4\u8fc7\u7a0b\u7684\u5931\u8d25\u76f8\u5173\u7684\u6700\u5c0f\u57fa\u5e8f\uff0c\u5e76\u4e14\u6211\u4eec\u5f97\u51fa\u7531\u4e8e\u8fd9\u4e9b\u57fa\u4e8e\u5173\u952e\u6027\u6761\u4ef6\u7684\u56fe\u7684\u4fee\u6b63\u3002\u6211\u4eec\u9a8c\u8bc1\u4e86\u6211\u4eec\u5bf9\u8ba1\u7b97\u673a\u751f\u6210\u7684\u7f51\u7edc\u7684\u4e3b\u5f20\uff0c\u8fd9\u4e9b\u7f51\u7edc\u65e8\u5728\u62e5\u6709\u5927\u91cf\u7684\u8fd9\u4e9b\u6a21\u4f53\uff0c\u5e76\u4e14\u6211\u4eec\u8bc1\u660e\u4e86\u6211\u4eec\u7684\u7406\u8bba\u5f88\u597d\u5730\u9884\u6d4b\u4e86\u89c2\u5bdf\u5230\u7684\u4e34\u754c\u504f\u5dee\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\">\u6570\u503c\u6a21\u62df\u8868\u660e\uff0c\u4e0e\u57fa\u4e8e\u6811\u7684\u7406\u8bba\u7684\u504f\u5dee\u901a\u5e38\u5f88\u5c0f\uff0c\u5e76\u4e14\uff0c\u4f7f\u7528\u6211\u4eec\u7684\u7406\u8bba\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8868\u660e\uff0c\u5bf9\u4e8e\u5177\u6709\u8f83\u5927\u5e73\u5747\u5ea6\u7684\u7f51\u7edc\uff0c\u8fd9\u4e9b\u504f\u5dee\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\uff0c\u8fd9\u8bc1\u660e\u4e86\u4e3a\u4ec0\u4e48\u57fa\u4e8e\u6811\u7684\u7406\u8bba\u4f3c\u4e4e\u9002\u7528\u4e8e\u5927\u591a\u6570\u73b0\u5b9e\u4e16\u754c\u7684\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<h3 class=\"ql-long-10488686\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u7528\u4e8e\u8fb9\u6d41\u7684\u57fa\u4e8e\u56fe<\/strong><\/span><\/p>\n<p><span><strong>\u7684\u534a\u76d1\u7763\u548c\u4e3b\u52a8\u5b66\u4e60<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<\/h3>\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\">Graph-based Semi-Supervised &amp; Active Learning for Edge Flows<\/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\/1905.07451<\/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\">Junteng Jia, Michael T. Schaub, Santiago Segarra, Austin R. Benson<\/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\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u56fe\u7684\u534a\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u65b9\u6cd5\uff0c\u7528\u4e8e\u5b66\u4e60\u5728\u56fe\u4e0a\u5b9a\u4e49\u7684\u8fb9\u6d41\u3002\u5177\u4f53\u800c\u8a00\uff0c\u7ed9\u5b9a\u8fb9\u5b50\u96c6\u7684\u6d41\u91cf\u6d4b\u91cf\u503c\uff0c\u6211\u4eec\u5e0c\u671b\u9884\u6d4b\u5269\u4f59\u8fb9\u4e0a\u7684\u6d41\u91cf\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u8ba1\u7b97\u6846\u67b6\uff0c\u5bf9\u6574\u4f53\u6d41\u91cf\u65bd\u52a0\u4e86\u67d0\u4e9b\u7ea6\u675f\uff0c\u4f8b\u5982\uff08\u8fd1\u4f3c\uff09\u6d41\u91cf\u5b88\u6052\u3002\u8fd9\u4e9b\u7ea6\u675f\u4f7f\u6211\u4eec\u7684\u65b9\u6cd5\u4e0e\u9876\u70b9\u6807\u7b7e\u7684\u7ecf\u5178\u57fa\u4e8e\u56fe\u7684SSL\u4e0d\u540c\uff0c\u8fd9\u5047\u8bbe\u7d27\u5bc6\u8fde\u63a5\u7684\u8282\u70b9\u5171\u4eab\u76f8\u4f3c\u7684\u6807\u7b7e\u5e76\u76f8\u5e94\u5730\u5229\u7528\u56fe\u7ed3\u6784\u4ece\u4e00\u4e9b\u9876\u70b9\u6807\u7b7e\u5916\u63a8\u5230\u672a\u6807\u8bb0\u7684\u9876\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\">\u6211\u4eec\u5f97\u51fa\u4e86\u65b9\u6cd5\u91cd\u5efa\u8bef\u5dee\u7684\u754c\u9650\uff0c\u5e76\u8bc1\u660e\u4e86\u5b83\u5728\u8fd0\u8f93\uff0c\u7269\u7406\u57fa\u7840\u8bbe\u65bd\u548c Web \u4e0a\u7684\u5408\u6210\u548c\u771f\u5b9e\u6d41\u7f51\u7edc\u4e0a\u7684\u5f3a\u5927\u6027\u80fd\u3002\u6b64\u5916\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e24\u79cd\u4e3b\u52a8\u5b66\u4e60\u7b97\u6cd5\uff0c\u7528\u4e8e\u9009\u62e9\u6d4b\u91cf\u6d41\u91cf\u7684\u4fe1\u606f\u8fb9\uff0c\u8fd9\u4e9b\u7b97\u6cd5\u5177\u6709\u6700\u4f73\u4f20\u611f\u5668\u90e8\u7f72\u7684\u5e94\u7528\u3002\u7b2c\u4e00\u79cd\u7b56\u7565\u9009\u62e9\u8fb9\u4ee5\u6700\u5c0f\u5316\u91cd\u5efa\u8bef\u5dee\u754c\u9650\uff0c\u5e76\u4e14\u5bf9\u4e8e\u8fd1\u4f3c\u65e0\u6563\u5ea6\u7684\u6d41\u52a8\u5f88\u6709\u6548\u3002\u7b2c\u4e8c\u79cd\u65b9\u6cd5\u662f\u5bf9\u56fe\u8868\u8fdb\u884c\u805a\u7c7b\uff0c\u5e76\u9009\u62e9\u8de8\u8d8a\u805a\u7c7b\u8fb9\u754c\u7684\u74f6\u9888\u8fb9\uff0c\u8fd9\u5bf9\u4e8e\u5177\u6709\u5168\u5c40\u8d8b\u52bf\u7684\u6d41\u7a0b\u975e\u5e38\u6709\u6548\u3002<\/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<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u4e58\u5750\u9650\u5236\u5df4\u58eb<\/strong><\/span><\/p>\n<p><span><strong>\uff1a\u540c\u6b65\u63d0\u9ad8\u6548\u7387<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">No-boarding buses: Synchronisation for efficiency<\/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\/1905.07613<\/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\">Vee-Liem Saw, Lock Yue Chew<\/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\u5728\u4e00\u4e2a N \u516c\u5171\u6c7d\u8f66\u7cfb\u7edf\u4e2d\u8c03\u67e5\u4e86\u4e00\u9879\u65e0\u4eba\u503c\u5b88\u653f\u7b56\uff0c\u8be5\u7cfb\u7edf\u5728\u4e00\u4e2a\u5faa\u73af\u4e2d\u63d0\u4f9b M \u5df4\u58eb\u7ad9\uff0c\u8fd9\u662f\u4e00\u79cd\u5939\u5e26\u673a\u5236\uff0c\u53ef\u4ee5\u4f7f\u516c\u4ea4\u8f66\u5728\u4e00\u4e2a\u5408\u7406\u4ea4\u9519\u7684\u914d\u7f6e\u4e2d\u4fdd\u6301\u540c\u6b65\u3002\u516c\u5171\u6c7d\u8f66\u603b\u662f\u5141\u8bb8\u4e0b\u8f66\uff0c\u4f46\u5982\u679c\u6ee1\u8db3\u67d0\u4e9b\u6807\u51c6\u5219\u4e0d\u5141\u8bb8\u4e0a\u8f66\u3002\u6211\u4eec\u8ba9\u516c\u5171\u6c7d\u8f66\u4ee5\u76f8\u540c\u7684\u81ea\u7136\u901f\u5ea6\u79fb\u52a8\uff08\u9002\u7528\u4e8e\u53ef\u7f16\u7a0b\u81ea\u9a7e\u8f66\uff09\u5e76\u5206\u6790\u8ba1\u7b97\u4e58\u5ba2\u5728\u516c\u4ea4\u8f66\u7ad9\u7b49\u5019\u516c\u4ea4\u8f66\u7684\u5e73\u5747\u7b49\u5f85\u65f6\u95f4\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\u7684\u5206\u6790\u7ed3\u679c\u8868\u660e\uff0c\u4e0e\u6ca1\u6709\u767b\u673a\u653f\u7b56\u7684\u60c5\u51b5\u76f8\u6bd4\uff0c\u9650\u5236\u4e58\u5750\u653f\u7b56\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u5e73\u5747\u7b49\u5f85\u65f6\u95f4\u3002\u968f\u540e\uff0c\u6211\u4eec\u8fdb\u884c\u6a21\u62df\u4ee5\u9a8c\u8bc1\u8fd9\u4e9b\u7406\u8bba\u5206\u6790\uff0c\u5e76\u5c06\u6a21\u62df\u6269\u5c55\u5230\u57fa\u4e8e\u5b9e\u9645\u6570\u636e\u7684\u5177\u6709\u4e0d\u540c\u81ea\u7136\u901f\u5ea6\u7684\u5178\u578b\u4eba\u529b\u9a71\u52a8\u603b\u7ebf\u3002\u6700\u540e\uff0c\u6211\u4eec\u63cf\u8ff0\u4e86\u4e00\u79cd\u7b80\u5355\u7684\u901a\u7528\u81ea\u9002\u5e94\u7b97\u6cd5\uff0c\u7528\u4e8e\u52a8\u6001\u786e\u5b9a\u4f55\u65f6\u6267\u884c\u8fd9\u79cd\u653f\u7b56\u3002<\/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>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u53ef\u6269\u5c55\u7684 Gromov-<\/strong><\/span><\/p>\n<p><span><strong>Wasserstein \u5b66\u4e60\u56fe\u5206\u5272\u548c\u5339\u914d<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching<\/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\/1905.07645<\/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\">Hongteng Xu, Dixin Luo, Lawrence Carin<\/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\u63d0\u51fa\u4e86\u4e00\u79cd\u53ef\u6269\u5c55\u7684 Gromov-Wasserstein \u5b66\u4e60\uff08S-GWL\uff09\u65b9\u6cd5\uff0c\u5e76\u4e3a\u5927\u89c4\u6a21\u56fe\u5206\u6790\u5efa\u7acb\u4e86\u4e00\u79cd\u65b0\u9896\u4e14\u7406\u8bba\u4e0a\u652f\u6301\u7684\u8303\u4f8b\u3002\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u57fa\u4e8e Gromov-Wasserstein \u5dee\u5f02\u662f\u56fe\u4e0a\u7684\u4f2a\u6d4b\u91cf\u7684\u4e8b\u5b9e\u3002\u7ed9\u5b9a\u4e24\u4e2a\u56fe\uff0c\u4e0e\u5176 Gromov-Wasserstein \u5dee\u5f02\u76f8\u5173\u8054\u7684\u6700\u4f73\u4f20\u8f93\u63d0\u4f9b\u4e86\u5b83\u4eec\u7684\u8282\u70b9\u4e4b\u95f4\u7684\u5bf9\u5e94\u5173\u7cfb\u5e76\u5b9e\u73b0\u4e86\u56fe\u5339\u914d\u3002\u5f53\u5176\u4e2d\u4e00\u4e2a\u56fe\u5177\u6709\u9694\u79bb\u4f46\u81ea\u8fde\u63a5\u7684\u8282\u70b9\uff08 ie\uff0c\u5373\u65ad\u5f00\u8fde\u63a5\u7684\u56fe\uff09\u65f6\uff0c\u6700\u4f73\u4f20\u8f93\u6307\u793a\u53e6\u4e00\u4e2a\u56fe\u7684\u805a\u7c7b\u7ed3\u6784\u5e76\u5b9e\u73b0\u56fe\u5206\u533a\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\">\u4f7f\u7528\u8fd9\u4e2a\u6982\u5ff5\uff0c\u6211\u4eec\u901a\u8fc7\u5b66\u4e60\u591a\u4e2a\u89c2\u5bdf\u56fe\u7684 Gromov-Wasserstein \u91cd\u5fc3\u56fe\uff0c\u5c06\u6211\u4eec\u7684\u65b9\u6cd5\u6269\u5c55\u5230\u591a\u56fe\u5206\u533a\u548c\u5339\u914d;\u91cd\u5fc3\u56fe\u8d77\u5230\u65ad\u5f00\u56fe\u7684\u4f5c\u7528\uff0c\u56e0\u4e3a\u5b83\u662f\u5b66\u4e60\u7684\uff0c\u6240\u4ee5\u805a\u7c7b\u4e5f\u662f\u5982\u6b64\u3002\u6211\u4eec\u7684\u65b9\u6cd5\u7ed3\u5408\u4e86\u4e00\u4e2a\u9012\u5f52\u7684 K -partition \u673a\u5236\u548c\u4e00\u4e2a\u6b63\u5219\u5316\u7684\u8fd1\u7aef\u68af\u5ea6\u7b97\u6cd5\uff0c\u5176\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO(K(E+V)logKV\uff09\uff0c\u7528\u4e8e V \u8282\u70b9\u548c E\u7684\u56fe edge\u3002\u636e\u6211\u4eec\u6240\u77e5\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u662f\u7b2c\u4e00\u6b21\u5c1d\u8bd5\u4f7f Gromov-Wasserstein \u5dee\u5f02\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u56fe\u5206\u6790\uff0c\u5e76\u5c06\u56fe\u5206\u533a\u548c\u5339\u914d\u7edf\u4e00\u5230\u540c\u4e00\u6846\u67b6\u4e2d\u3002\u5b83\u4f18\u4e8e\u6700\u5148\u8fdb\u7684\u56fe\u5206\u533a\u548c\u5339\u914d\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e86\u51c6\u786e\u6027\u548c\u6548\u7387\u4e4b\u95f4\u7684\u6743\u8861\u3002<\/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>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u5bf9\u590f\u6d1b\u8328\u7ef4\u5c142017\u5e74\u201c\u56e2\u7ed3\u53f3\u7ffc\u201d<\/strong><\/span><\/p>\n<p><span><strong>\u96c6\u4f1a\u7684\u5728\u7ebf\u53cd\u5e94\uff1a\u5229\u7528\u5a92\u4f53\u8ffd\u968f<\/strong><\/span><\/p>\n<p><span><strong>\u8005\u8861\u91cf Twitter \u7f51\u7edc\u7684\u4e24\u6781\u5206\u5316<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Online reactions to the 2017 \u2018Unite the Right\u2019 rally in Charlottesville: measuring polarization in Twitter networks using media followership<\/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\/1905.07755<\/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\">Joseph H. Tien, Marisa C. Eisenberg, Sarah T. Cherng, Mason A. Porter<\/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\u4f7f\u7528\u7f51\u7edc\u5206\u6790\u548c\u6570\u636e\u79d1\u5b66\u7684\u5de5\u5177\uff0c\u7814\u7a76\u4e862017\u5e748\u6708\u5728\u5f17\u5409\u5c3c\u4e9a\u5dde\u590f\u6d1b\u8328\u7ef4\u5c14\u4e3e\u529e\u7684\u201c Unite the Right \u201d\u96c6\u4f1a\u540e\u7684 Twitter \u5bf9\u8bdd\u3002\u6211\u4eec\u5728 Twitter \u548c\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u4e0a\u4f7f\u7528\u5a92\u4f53\u5173\u6ce8\u6765\u8ba1\u7b97\u4e00\u7ef4\u8f74\u4e0a\u7684\u201c\u5de6\u201d\/\u201c\u53f3\u201d\u5a92\u4f53\u5206\u6570\u4ee5\u8868\u5f81\u8282\u70b9\u3002\u7136\u540e\uff0c\u6211\u4eec\u4e0e\u8f6c\u63a8\u5173\u7cfb\u4e00\u8d77\u4f7f\u7528\u8fd9\u4e9b\u5206\u6570\u6765\u68c0\u67e5\u4e0e #Charlottesville \u4e3b\u9898\u6807\u7b7e\u8fdb\u884c\u901a\u4fe1\u7684\u5927\u7ea6300,000\u4e2a\u5e10\u6237\u7684\u8f6c\u53d1\u7f51\u7edc\u7684\u7ed3\u6784\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\">\u8f6c\u53d1\u7f51\u7edc\u662f\u6781\u7aef\u5206\u5316\u7684\uff0c\u76f8\u5bf9\u4e8e\u5a92\u4f53 PCA \u5f97\u5206\u7684\u7b26\u53f7\uff0c\u5176\u534f\u8c03\u7cfb\u6570\u4e3a0.8\u3002\u4f7f\u7528\u4e24\u79cd\u65b9\u6cd5\uff08 Louvain \u65b9\u6cd5\u548c InfoMap \uff09\u8fdb\u884c\u793e\u533a\u68c0\u6d4b\uff0c\u5728\u5de6\/\u53f3\u8282\u70b9\u7ec4\u6210\u65b9\u9762\u4ea7\u751f\u5927\u90e8\u5206\u540c\u8d28\u793e\u533a\u3002\u5728\u6bd4\u8f83\u63a8\u6587\u5185\u5bb9\u65f6\uff0c\u6211\u4eec\u53d1\u73b0\u5173\u4e8e\u201c\u7279\u6717\u666e\u201d\u7684\u63a8\u6587\u5728\u5de6\u7ffc\u548c\u53f3\u7ffc\u90fd\u5f88\u666e\u904d\uff0c\u5c3d\u7ba1\u4f34\u968f\u7684\u8bed\u8a00\u5e76\u4e0d\u4ee4\u4eba\u60ca\u8bb6\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\">\u5de6\u6d3e\u793e\u533a\u4e2d\u5177\u6709\u5927\u5b66\u4f4d\u7684\u8282\u70b9\u5305\u62ec\u4e0e\u4e0d\u540c\u9886\u57df\u76f8\u5173\u7684\u5e10\u6237\uff0c\u5305\u62ec\u6fc0\u8fdb\u4e3b\u4e49\uff0c\u5546\u4e1a\uff0c\u827a\u672f\u548c\u5a31\u4e50\uff0c\u5a92\u4f53\u548c\u653f\u6cbb\u3002\u652f\u6301\u5510\u7eb3\u5fb7\u7279\u6717\u666e\u662f\u6743\u5229\u793e\u533a\u4e2d\u7684\u5171\u540c\u70b9\uff0c\u5c06\u793e\u533a\u4e0e\u5f15\u7528\u767d\u4eba\u81f3\u4e0a\u4e3b\u4e49\u4ec7\u6068\u7b26\u53f7\u7684\u5e10\u6237\uff0c\u5177\u6709\u5f71\u54cd\u529b\u7684\u4eba\u7269\u7684\u793e\u533a\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u4ee5\u53ca\u6700\u5927\u7684\u6743\u5229\u793e\u533a\uff08\u5305\u62ec Twitter \u5e10\u6237 FoxNews \uff09\u3002<\/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>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u7ed3\u5408\u57fa\u4e8e\u5185\u5bb9\u548c\u56fe\u7684\u7279\u5f81<\/strong><\/span><\/p>\n<p><span><strong>\u68c0\u6d4b\u5728\u7ebf\u5bf9\u8bdd\u4e2d\u7684\u6ee5\u7528\u8bed\u8a00<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features<\/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\/1905.07894<\/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\">No\u00e9 Cecillon (LIA), Vincent Labatut (LIA), Richard Dufour (LIA), Georges Linar\u00e8s (LIA)<\/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\">\u8fd1\u5e74\u6765\uff0c\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u5df2\u7ecf\u5141\u8bb8\u5168\u7403\u7528\u6237\u4f1a\u9762\u548c\u8ba8\u8bba\u3002\u4f5c\u4e3a\u8fd9\u4e9b\u793e\u533a\u7684\u62c5\u4fdd\u4eba\uff0c\u8fd9\u4e9b\u5e73\u53f0\u7684\u7ba1\u7406\u5458\u5fc5\u987b\u963b\u6b62\u7528\u6237\u91c7\u53d6\u4e0d\u5f53\u884c\u4e3a\u3002\u7531\u4e8e\u8981\u68c0\u67e5\u7684\u6d88\u606f\u91cf\u4e0d\u65ad\u589e\u52a0\uff0c\u8fd9\u79cd\u4e3b\u8981\u7531\u4eba\u7c7b\u5b8c\u6210\u7684\u9a8c\u8bc1\u4efb\u52a1\u8d8a\u6765\u8d8a\u56f0\u96be\u3002\u5df2\u7ecf\u63d0\u51fa\u4e86\u4f7f\u8be5\u8c03\u8282\u8fc7\u7a0b\u81ea\u52a8\u5316\u7684\u65b9\u6cd5\uff0c\u4e3b\u8981\u662f\u901a\u8fc7\u63d0\u4f9b\u57fa\u4e8e\u4ea4\u6362\u6d88\u606f\u7684\u6587\u672c\u5185\u5bb9\u7684\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\">\u6700\u8fd1\u7684\u5de5\u4f5c\u8fd8\u8868\u660e\uff0c\u4ee5\u4f1a\u8bdd\u56fe\u7684\u5f62\u5f0f\u4ece\u4f1a\u8bdd\u7ed3\u6784\u4e2d\u5f97\u51fa\u7684\u7279\u5f81\u53ef\u4ee5\u5e2e\u52a9\u68c0\u6d4b\u8fd9\u4e9b\u6ee5\u7528\u7684\u6d88\u606f\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5efa\u8bae\u901a\u8fc7\u63d0\u51fa\u96c6\u6210\u57fa\u4e8e\u5185\u5bb9\u548c\u56fe\u7684\u7279\u5f81\u7684\u878d\u5408\u65b9\u6cd5\u6765\u5229\u7528\u8fd9\u4e24\u79cd\u4fe1\u606f\u6765\u6e90\u3002\u6211\u4eec\u5bf9\u539f\u59cb\u804a\u5929\u8bb0\u5f55\u7684\u5b9e\u9a8c\u8868\u660e\uff0c\u6d88\u606f\u7684\u5185\u5bb9\u4ee5\u53ca\u5b83\u4eec\u5728\u5bf9\u8bdd\u4e2d\u7684\u52a8\u6001\u5305\u542b\u90e8\u5206\u8865\u5145\u4fe1\u606f\uff0c\u5141\u8bb8\u5728\u6ee5\u7528\u6d88\u606f\u5206\u7c7b\u4efb\u52a1\u4e0a\u8fdb\u884c\u6027\u80fd\u6539\u8fdb\uff0c\u6700\u7ec8F-\u5ea6\u91cf\u4e3a93.26\uff05\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u57fa\u4e8e\u5171\u8f6d\u529b\u6a21\u578b\u7684\u884c\u4eba\u758f<\/strong><\/span><\/p>\n<p><span><strong>\u6563\u6a21\u62df\u63a2\u7d22\u6700\u4f18\u65c1\u8def\u7b56\u7565<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Simulation of Pedestrian Evacuation Using Conjugated Forces Model to Explore the Optimal Bypassing Strategy<\/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\/1905.07949<\/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\">Xiaolu Jia, Hao Yue, Dongliang He<\/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\"> \u63d0\u51fa\u5e76\u91c7\u7528\u80fd\u591f\u518d\u73b0\u65c1\u8def\u884c\u4e3a\u7684\u5171\u8f6d\u529b\u6a21\u578b\uff08CFM\uff09\u6765\u6a21\u62df\u884c\u4eba\u758f\u6563\u3002\u9996\u5148\uff0c\u51b2\u7a81\u548c\u89c4\u907f\u4ee5\u53ca\u8d85\u8d8a\u884c\u4e3a\u7684\u6982\u5ff5\u88ab\u7279\u522b\u5b9a\u4e49\u4e3a\u63cf\u8ff0\u6240\u63d0\u51fa\u7684 CFM\u3002\u884c\u4eba\u53ef\u4ee5\u901a\u8fc7 CFM \u63cf\u8ff0\u7684\u884c\u4eba\u5c06\u5728\u9047\u5230\u78b0\u649e\u65f6\u6539\u53d8\u4ed6\u60f3\u8981\u7684\u65b9\u5411\uff0c\u5e76\u9009\u62e9\u4e3b\u52a8\u7ed5\u8fc7\u5176\u4ed6\u4eba\u3002\u5176\u6b21\uff0c\u6a21\u62df\u901a\u9053\u4e2d\u7684\u884c\u4eba\u8fd0\u52a8\u4ee5\u8bc1\u660e CFM \u518d\u73b0\u5fae\u89c2\u7ed5\u884c\u884c\u4e3a\u7684\u80fd\u529b\uff0c\u7136\u540e\u5f15\u5165\u65c1\u8def\u53c2\u6570\u6765\u63cf\u8ff0\u4e0d\u540c\u7684\u8fd0\u52a8\u7b56\u7565\u3002\u6700\u540e\uff0c\u6a21\u62df\u4e00\u4e2a\u51fa\u53e3\u623f\u95f4\u7684\u758f\u6563\uff0c\u4ee5\u627e\u5230\u6700\u4f73\u7684\u65c1\u8def\u7b56\u7565\u3002\u53ef\u4ee5\u5f97\u51fa\u7ed3\u8bba\uff0c\u6700\u4f73\u65c1\u8def\u7b56\u7565\u968f\u7740\u51fa\u53e3\u5bbd\u5ea6\u548c\u521d\u59cb\u884c\u4eba\u6570\u7684\u4e0d\u540c\u800c\u53d8\u5316\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong><strong>\u4f7f\u7528\u81ea\u613f\u6c47\u62a5\u7684\u5730\u7406\u4fe1\u606f\u8bca<\/strong><strong>\u65ad\u5c0f<\/strong><\/strong><\/span><\/p>\n<p><span><strong><strong>\u7a7a\u95f4\u5c3a\u5ea6\u7684\u4eba\u4f53\u79fb\u52a8\u6a21\u578b\u7684\u6027\u80fd<\/strong><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\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\">Diagnosing the performance of human mobility models at small spatial scales using volunteered geographic information<\/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\/1905.07964<\/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\">Chico Q. Camargo, Jonathan Bright, Scott A. Hale<\/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\u5f53\u5730\u4eba\u53e3\u6d41\u52a8\u6a21\u5f0f\u8fdb\u884c\u51c6\u786e\u5efa\u6a21\u662f\u5f53\u524d\u57ce\u5e02\u51b3\u7b56\u8005\u5173\u6ce8\u7684\u6838\u5fc3\u95ee\u9898\uff0c\u65e2\u5f71\u54cd\u516c\u5171\u4ea4\u901a\u8d44\u6e90\u7684\u77ed\u671f\u90e8\u7f72\uff0c\u4e5f\u5f71\u54cd\u4ea4\u901a\u57fa\u7840\u8bbe\u65bd\u7684\u957f\u671f\u89c4\u5212\u3002\u7136\u800c\uff0c\u867d\u7136\u5b8f\u89c2\u5c42\u9762\u7684\u4eba\u53e3\u6d41\u52a8\u6a21\u578b\uff08\u5982\u91cd\u529b\u548c\u8f90\u5c04\u6a21\u578b\uff09\u5f97\u5230\u4e86\u5f88\u597d\u7684\u53d1\u5c55\uff0c\u4f46\u5fae\u89c2\u5c42\u9762\u7684\u66ff\u4ee3\u54c1\u4f9b\u5e94\u5374\u8981\u77ed\u5f97\u591a\uff0c\u5927\u591a\u6570\u5b8f\u89c2\u6a21\u578b\u5df2\u77e5\u5728\u8f83\u5c0f\u7684\u5730\u7406\u8303\u56f4\u5185\u8868\u73b0\u4e0d\u4f73\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u91c7\u53d6\u4e86\u7b2c\u4e00\u6b65\u6765\u5f25\u8865\u8fd9\u4e00\u4e0d\u8db3\uff0c\u901a\u8fc7\u5229\u7528\u4e24\u4e2a\u65b0\u7684\u6570\u636e\u96c6\u6765\u5206\u6790\u4eba\u7c7b\u6d41\u52a8\u7684\u5b8f\u89c2\u6a21\u578b\u5728\u4f55\u79cd\u7a0b\u5ea6\u4e0a\u4ee5\u53ca\u4e3a\u4f55\u5728\u5c0f\u8303\u56f4\u5185\u5d29\u6e83\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\">\u7279\u522b\u662f\uff0c\u6211\u4eec\u4f7f\u7528\u6765\u81ea\u4e3b\u8981\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u7684\u533f\u540d\u805a\u5408\u6570\u636e\u96c6\uff0c\u5e76\u5c06\u5176\u4e0e\u6765\u81ea OpenStreetMap \u7684\u514d\u8d39\u53ef\u7528\u6570\u636e\u76f8\u7ed3\u5408\uff0c\u8be5\u6570\u636e\u6d89\u53ca\u82f1\u56fd\u725b\u6d25\u90e1\u5468\u56f4\u4e0d\u540c\u5730\u533a\u7684\u571f\u5730\u5229\u7528\u7ec4\u6210\u3002\u6211\u4eec\u5c55\u793a\u4e86\u4e0d\u540c\u6a21\u578b\u5931\u8d25\u7684\u5730\u65b9\uff0c\u5e76\u4e3a\u65b0\u7684\u5efa\u6a21\u7b56\u7565\u63d0\u4f9b\u4e86\u7406\u7531\uff0c\u8be5\u7b56\u7565\u8d85\u8d8a\u4e86\u8bf8\u5982\u8ddd\u79bb\u548c\u4eba\u53e3\u89c4\u6a21\u7b49\u7c97\u7565\u542f\u53d1\u5f0f\uff0c\u4ee5\u53ca\u5bf9\u57ce\u5e02\u4e0d\u540c\u533a\u57df\u6240\u5448\u73b0\u7684\u673a\u4f1a\u7684\u8be6\u7ec6\uff0c\u7ec6\u81f4\u7684\u7406\u89e3\u3002<\/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>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u8003\u8651\u5173\u7cfb\u7ed3\u6784\u7684<\/strong><\/span><\/p>\n<p><span><strong>\u5f02\u6784\u4fe1\u606f\u7f51\u7edc\u5d4c\u5165<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Relation Structure-Aware Heterogeneous Information Network Embedding<\/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\/1905.08027<\/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\">Yuanfu Lu, Chuan Shi, Linmei Hu, Zhiyuan 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\"> \u5f02\u6784\u4fe1\u606f\u7f51\u7edc\uff08HIN\uff09\u5d4c\u5165\u65e8\u5728\u5c06\u591a\u79cd\u7c7b\u578b\u7684\u8282\u70b9\u5d4c\u5165\u5230\u4f4e\u7ef4\u7a7a\u95f4\u4e2d\u3002\u5c3d\u7ba1\u5927\u591a\u6570\u73b0\u6709\u7684 HIN \u5d4c\u5165\u65b9\u6cd5\u90fd\u8003\u8651\u4e86 HIN \u4e2d\u7684\u5f02\u6784\u5173\u7cfb\uff0c\u4f46\u5b83\u4eec\u901a\u5e38\u5bf9\u6240\u6709\u5173\u7cfb\u91c7\u7528\u5355\u4e00\u6a21\u578b\u800c\u6ca1\u6709\u533a\u522b\uff0c\u8fd9\u4e0d\u53ef\u907f\u514d\u5730\u9650\u5236\u4e86\u7f51\u7edc\u5d4c\u5165\u7684\u80fd\u529b\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u8003\u8651\u4e86\u5f02\u6784\u5173\u7cfb\u7684\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u5173\u7cfb\u7ed3\u6784\u611f\u77e5\u5f02\u6784\u4fe1\u606f\u7f51\u7edc\u5d4c\u5165\u6a21\u578b\uff08RHINE\uff09\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\">\u901a\u8fc7\u5168\u9762\u7684\u6570\u5b66\u5206\u6790\u63a2\u7d22\u73b0\u5b9e\u4e16\u754c\u7f51\u7edc\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e24\u79cd\u4e0e\u7ed3\u6784\u76f8\u5173\u7684\u6d4b\u91cf\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5c06\u5f02\u6784\u5173\u7cfb\u4e00\u81f4\u5730\u5206\u4e3a\u4e24\u7c7b\uff1a\u5173\u8054\u5173\u7cfb\uff08AR\uff09\u548c\u4ea4\u4e92\u5173\u7cfb\uff08IR\uff09\u3002\u4e3a\u4e86\u5c0a\u91cd\u5173\u7cfb\u7684\u72ec\u7279\u7279\u5f81\uff0c\u6211\u4eec\u5728 RHINE \u4e2d\u63d0\u51fa\u4e86\u4e13\u95e8\u7528\u4e8e\u5904\u7406 AR \u548c IR \u7684\u4e0d\u540c\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u53ef\u4ee5\u66f4\u597d\u5730\u6355\u83b7\u7f51\u7edc\u7684\u7ed3\u6784\u548c\u8bed\u4e49\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\">\u6700\u540e\uff0c\u6211\u4eec\u4ee5\u7edf\u4e00\u548c\u4f18\u96c5\u7684\u65b9\u5f0f\u7ec4\u5408\u548c\u4f18\u5316\u8fd9\u4e9b\u6a21\u578b\u3002\u5bf9\u4e09\u4e2a\u771f\u5b9e\u6570\u636e\u96c6\u7684\u5927\u91cf\u5b9e\u9a8c\u8868\u660e\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5728\u5404\u79cd\u4efb\u52a1\u4e2d\u660e\u663e\u4f18\u4e8e\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\uff0c\u5305\u62ec\u8282\u70b9\u805a\u7c7b\uff0c\u94fe\u8def\u9884\u6d4b\u548c\u8282\u70b9\u5206\u7c7b\u3002<\/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>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u5c11\u6570\u4eba\u7684\u529b\u91cf\uff1a\u5206\u6790\u6709\u5f71\u54cd<\/strong><\/span><\/p>\n<p><span><strong>\u529b\u7684\u7528\u6237\u5728\u534f\u540c\u63a8\u8350\u7cfb\u7edf\u4e2d\u7684\u5f71\u54cd<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Power of the Few: Analyzing the Impact of Influential Users in Collaborative Recommender Systems<\/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\/1905.08031<\/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\">Farzad Eskandanian, Nasim Sonboli, Bamshad Mobasher<\/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\"> \u4e0e\u5176\u4ed6\u793e\u4ea4\u7cfb\u7edf\u4e00\u6837\uff0c\u5728\u534f\u540c\u8fc7\u6ee4\u4e2d\uff0c\u5c11\u6570\u201c\u6709\u5f71\u54cd\u529b\u201d\u7684\u7528\u6237\u53ef\u80fd\u5bf9\u5176\u4ed6\u7528\u6237\u7684\u63a8\u8350\u4ea7\u751f\u5f88\u5927\u5f71\u54cd\uff0c\u4ece\u800c\u5f71\u54cd\u7cfb\u7edf\u7684\u6574\u4f53\u884c\u4e3a\u3002\u8bc6\u522b\u6709\u5f71\u54cd\u529b\u7684\u7528\u6237\u5e76\u7814\u7a76\u4ed6\u4eec\u5bf9\u5176\u4ed6\u7528\u6237\u7684\u5f71\u54cd\u662f\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\uff0c\u56e0\u4e3a\u5b83\u63d0\u4f9b\u4e86\u5bf9\u5c0f\u56e2\u4f53\u5982\u4f55\u65e0\u610f\u6216\u6709\u610f\u5730\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\u884c\u4e3a\u7684\u6df1\u5165\u4e86\u89e3\u3002\u5bf9\u8fd9\u4e9b\u5f71\u54cd\u8fdb\u884c\u5efa\u6a21\u8fd8\u53ef\u4ee5\u63ed\u793a\u96be\u4ee5\u8fa8\u522b\u7684\u6a21\u5f0f\u548c\u5173\u7cfb\uff0c\u5e0c\u671b\u80fd\u591f\u63d0\u9ad8\u7cfb\u7edf\u751f\u6210\u4e2a\u6027\u5316\u5185\u5bb9\u7684\u900f\u660e\u5ea6\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\u9996\u5148\u4f7f\u7528\u5f71\u54cd\u6b67\u89c6\u6a21\u578b\u5c06\u534f\u4f5c\u8fc7\u6ee4\u4e2d\u7684\u201c\u5f71\u54cd\u201d\u6982\u5ff5\u5f62\u5f0f\u5316\u3002\u7136\u540e\uff0c\u6211\u4eec\u6839\u636e\u7ecf\u9a8c\u8bc6\u522b\u548c\u8868\u5f81\u6709\u5f71\u54cd\u529b\u7684\u7528\u6237\uff0c\u5e76\u5206\u6790\u4ed6\u4eec\u5728\u4e0d\u540c\u7684\u57fa\u7840\u63a8\u8350\u7b97\u6cd5\u548c\u4e09\u4e2a\u4e0d\u540c\u7684\u63a8\u8350\u57df\u4e2d\u5bf9\u7cfb\u7edf\u7684\u5f71\u54cd\uff1a\u5de5\u4f5c\uff0c\u7535\u5f71\u548c\u4e66\u7c4d\u63a8\u8350\u3002\u8fd9\u4e9b\u5b9e\u9a8c\u7684\u89c1\u89e3\u6709\u52a9\u4e8e\u8bbe\u8ba1\u4e0d\u4ec5\u9488\u5bf9\u51c6\u786e\u6027\u8fdb\u884c\u4f18\u5316\u7684\u7cfb\u7edf\uff0c\u800c\u4e14\u8fd8\u53ef\u4ee5\u8c03\u6574\u4ee5\u51cf\u8f7b\u6709\u5f71\u54cd\u529b\u7684\u7528\u6237\u5728\u53ef\u80fd\u5bfc\u81f4\u7cfb\u7edf\u7ed3\u679c\u7684\u6f5c\u5728\u4e0d\u5e73\u8861\u6216\u4e0d\u516c\u5e73\u65f6\u7684\u5f71\u54cd\u3002<\/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<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>T-EDGE\uff1a\u7528\u4e8e\u4ee5\u592a\u574a\u4ea4\u6613\u7f51\u7edc<\/strong><\/span><\/p>\n<p><span><strong>\u5206\u6790\u7684\u65f6\u95f4\u52a0\u6743\u591a\u5143\u6709\u5411\u56fe\u5d4c\u5165<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">T-EDGE: Temporal WEighted MultiDiGraph Embedding for Ethereum Transaction Network Analysis<\/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\/1905.08038<\/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\">Jiajing Wu, Dan Lin, Zibin Zheng, Qi Yuan<\/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\"> \u6700\u8fd1\uff0c\u56fe\u5d4c\u5165\u6280\u672f\u5df2\u5e7f\u6cdb\u7528\u4e8e\u5404\u79cd\u7f51\u7edc\u7684\u5206\u6790\uff0c\u4f46\u662f\u5927\u591a\u6570\u73b0\u6709\u7684\u5d4c\u5165\u65b9\u6cd5\u7701\u7565\u4e86\u53ef\u80fd\u5728\u91d1\u878d\u4ea4\u6613\u7f51\u7edc\u4e2d\u8d77\u4f5c\u7528\u7684\u8fb9\u7684\u65f6\u95f4\u548c\u52a0\u6743\u4fe1\u606f\u3002\u57fa\u4e8e\u533a\u5757\u94fe\u7684\u5e73\u53f0\u4ee5\u592a\u574a\u7684\u5f00\u653e\u6027\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u524d\u6240\u672a\u6709\u7684\u6570\u636e\u6316\u6398\u673a\u4f1a\u3002\u901a\u8fc7\u8003\u8651\u4ea4\u6613\u7f51\u7edc\u7684\u73b0\u5b9e\u89c4\u5219\u548c\u7279\u5f81\uff0c\u6211\u4eec\u5efa\u8bae\u5c06\u4ee5\u592a\u574a\u4ea4\u6613\u7f51\u7edc\u5efa\u6a21\u4e3a\u65f6\u95f4\u52a0\u6743\u591a\u91cd\u56fe\uff08TWMDG\uff09\uff0c\u5176\u4e2d\u6bcf\u4e2a\u8282\u70b9\u90fd\u662f\u4e00\u4e2a\u552f\u4e00\u7684\u4ee5\u592a\u574a\u8d26\u6237\uff0c\u6bcf\u4e2a\u8fb9\u4ee3\u8868\u4e00\u4e2a\u6309\u91d1\u989d\u52a0\u6743\u5e76\u5206\u914d\u65f6\u95f4\u6233\u7684\u4ea4\u6613\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 TWMDG \u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u7ed3\u5408\u8fb9\u7684\u65f6\u95f4\u548c\u52a0\u6743\u4fe1\u606f\u6765\u5b9a\u4e49\u65f6\u95f4\u52a0\u6743\u591a\u91cd\u56fe\u5d4c\u5165\uff08T-EDGE\uff09\u7684\u95ee\u9898\uff0c\u76ee\u7684\u662f\u6355\u83b7\u52a8\u6001\u4ea4\u6613\u7f51\u7edc\u7684\u66f4\u5168\u9762\u7684\u5c5e\u6027\u3002\u4e3a\u4e86\u8bc4\u4f30\u6240\u63d0\u51fa\u7684\u5d4c\u5165\u65b9\u6cd5\u7684\u6709\u6548\u6027\uff0c\u6211\u4eec\u5bf9\u4ece\u4ee5\u592a\u574a\u6536\u96c6\u7684\u771f\u5b9e\u4e16\u754c\u4ea4\u6613\u6570\u636e\u8fdb\u884c\u9884\u6d4b\u4efb\u52a1\u7684\u5b9e\u9a8c\uff0c\u5305\u62ec\u65f6\u95f4\u94fe\u8def\u9884\u6d4b\u548c\u8282\u70b9\u5206\u7c7b\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cT-EDGE \u4f18\u4e8e\u57fa\u7ebf\u5d4c\u5165\u65b9\u6cd5\uff0c\u8868\u660e\u65f6\u95f4\u76f8\u5173\u7684\u884c\u8d70\u548c\u8fb9\u7684\u591a\u91cd\u6027\u7279\u5f81\u5bf9\u4e8e\u65f6\u95f4\u654f\u611f\u7684\u4ea4\u6613\u7f51\u7edc\u800c\u8a00\u662f\u5fc5\u8981\u7684\u548c\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/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>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u7528\u4e8e\u786e\u5b9a\u5b9e\u4f53\u5173\u7cfb\u7684\u56fe<\/strong><\/span><\/p>\n<p><span><strong>\u8ddd\u79bb\uff1a\u6b3a\u8bc8\u68c0\u6d4b\u7684\u62d3\u6251\u65b9\u6cd5<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Graph distances for determining entities relationships: a topological approach to fraud detection<\/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\/1905.08040<\/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\">J.M. Calabuig, H. Falciani, A. Ferrer-Sapena, L.M. Garc\u00eda-Raffi, E.A. S\u00e1nchez-P\u00e9rez<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/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\"> \u7ed9\u5b9a \u03a9 \u548c\u63a5\u8fd1\u51fd\u6570\u03d5:\u03a9\u00d7\u03a9\u2192R+\uff0c\u6211\u4eec\u901a\u8fc7\u8003\u8651 Omega \u4e2d\u7684\u8def\u5f84\u8ddd\u79bb\u6765\u5b9a\u4e49 Omega \u7684\u65b0\u6307\u6807\uff0c\u8fd9\u88ab\u89c6\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u56fe\u8868\u3002\u6211\u4eec\u5206\u6790\u4e86\u8fd9\u79cd\u8ddd\u79bb\u7684\u5c5e\u6027\uff0c\u4ee5\u53ca\u5b9a\u4e49\u521d\u59cb\u90bb\u8fd1\u77e9\u9635\u7684\u51e0\u4e2a\u8fc7\u7a0b (\u03d5(a,b))(a,b)\u2208\u03a9\u00d7\u03a9\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u7684<\/span><span style=\"font-size: 15px\">\u52a8<\/span><span style=\"font-size: 15px\">\u673a\u6709<\/span><span style=\"font-size: 15px\">\u5b83\u7684\u6839\u636e\u5f53<\/span><span style=\"font-size: 15px\">\u524d\u7684\u5174\u8da3\uff0c\u627e\u5230\u6709\u6548\u7684\u7b97\u6cd5\u6765\u68c0\u6d4b\u548c\u5206\u7c7b\u793e\u4f1a\u7f51\u7edc\u7684\u5143\u7d20\u4e4b\u95f4\u7684\u5173\u7cfb\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\">\u4f8b\u5982\uff0c\u5206\u6790\u4e3a\u7279\u5b9a\u516c\u5171\u7ba1\u7406\u90e8\u95e8\u5de5\u4f5c\u7684\u4e00\u7ec4\u516c\u53f8\u6216\u9700\u8981\u81ea\u52a8\u6b3a\u8bc8\u68c0\u6d4b\u7cfb\u7edf\u7684\u5176\u4ed6\u6570\u5b57\u3002\u4f7f\u7528\u8fd9\u79cd\u5f62\u5f0f\u4e3b\u4e49\uff0c\u6211\u4eec\u9648\u8ff0\u4e86\u5173\u4e8e\u6b3a\u8bc8\u68c0\u6d4b\u7684\u4e3b\u8981\u89c2\u70b9\uff0c\u5176\u57fa\u7840\u662f\u53ef\u4ee5\u68c0\u6d4b\u5230\u6b3a\u8bc8\uff0c\u56e0\u4e3a\u5b83\u5728\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u5b9a\u4e49\u7684\u5ea6\u91cf\u7a7a\u95f4\u4e2d\u4ea7\u751f\u6709\u610f\u4e49\u7684\u5c40\u90e8\u5bc6\u5ea6\u53d8\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<h3 class=\"ql-long-10488686\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u7406\u89e3\u6fc0\u8fdb\u601d\u7ef4\uff1a\u8bc6\u522b\u4fe1\u53f7\u68c0<\/strong><\/span><\/p>\n<p><span><strong>\u6d4bTwitter\u4e0a\u7684\u6781\u7aef\u4e3b\u4e49\u5185\u5bb9<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Understanding the Radical Mind: Identifying Signals to Detect Extremist Content on Twitter<\/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\/1905.08067<\/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\">Mariam Nouh, Jason R. C. Nurse, Michael Goldsmith<\/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\">\u4e92\u8054\u7f51\uff0c\u7279\u522b\u662f\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u6539\u53d8\u4e86\u6050\u6016\u4e3b\u4e49\u548c\u6781\u7aef\u4e3b\u4e49\u56e2\u4f53\u5f71\u54cd\u548c\u6fc0\u8fdb\u4e2a\u4eba\u7684\u65b9\u5f0f\u3002\u6700\u8fd1\u7684\u62a5\u544a\u663e\u793a\uff0c\u8fd9\u4e9b\u7fa4\u4f53\u7684\u8fd0\u4f5c\u6a21\u5f0f\u9996\u5148\u662f\u5c06\u5e7f\u6cdb\u7684\u53d7\u4f17\u66b4\u9732\u5728\u6781\u7aef\u4e3b\u4e49\u5728\u7ebf\u8d44\u6599\u4e2d\uff0c\u7136\u540e\u518d\u8fc1\u79fb\u5230\u8f83\u4e0d\u5f00\u653e\u7684\u5728\u7ebf\u5e73\u53f0\u4ee5\u8fdb\u4e00\u6b65\u6fc0\u6f14\u5316\u3002\u56e0\u6b64\uff0c\u5728\u7ebf\u8bc6\u522b\u6fc0\u8fdb\u5185\u5bb9\u5bf9\u4e8e\u9650\u5236\u6781\u7aef\u4e3b\u4e49\u53d9\u4e8b\u7684\u8303\u56f4\u548c\u4f20\u64ad\u81f3\u5173\u91cd\u8981\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\u7684\u76ee\u6807\u662f\u786e\u5b9a\u81ea\u52a8\u68c0\u6d4b\u793e\u4ea4\u5a92\u4f53\u4e2d\u6fc0\u8fdb\u5185\u5bb9\u7684\u63aa\u65bd\u3002\u6211\u4eec\u786e\u5b9a\u4e86\u51e0\u4e2a\u4fe1\u53f7\uff0c\u5305\u62ec\u6587\u672c\uff0c\u5fc3\u7406\u548c\u884c\u4e3a\uff0c\u5b83\u4eec\u5171\u540c\u5141\u8bb8\u5bf9\u6fc0\u8fdb\u4fe1\u606f\u8fdb\u884c\u5206\u7c7b\u3002\u6211\u4eec\u7684\u8d21\u732e\u662f\u4e09\u65b9\u9762\u7684\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\uff081\uff09\u6211\u4eec\u5206\u6790\u6781\u7aef\u4e3b\u4e49\u56e2\u4f53\u53d1\u5e03\u7684\u5ba3\u4f20\u6750\u6599\uff0c\u5e76\u521b\u5efa\u57fa\u4e8e\u6587\u672c\u7684\u57fa\u672c\u5185\u5bb9\u6a21\u578b\uff0c<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\uff082\uff09\u6211\u4eec\u5efa\u7acb\u4e86\u4ece\u8fd9\u4e9b\u6750\u6599\u63a8\u65ad\u7684\u5fc3\u7406\u5c5e\u6027\u6a21\u578b\uff0c<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\uff083\uff09\u6211\u4eec\u5728 Twitter \u4e0a\u8bc4\u4f30\u8fd9\u4e9b\u6a21\u578b\uff0c\u4ee5\u786e\u5b9a\u81ea\u52a8\u8bc6\u522b\u5728\u7ebf\u6fc0\u8fdb\u63a8\u6587\u7684\u7a0b\u5ea6\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\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u6fc0\u8fdb\u7684\u7528\u6237\u786e\u5b9e\u5c55\u73b0\u51fa\u53ef\u533a\u5206\u7684\u6587\u672c\uff0c\u5fc3\u7406\u548c\u884c\u4e3a\u5c5e\u6027\u3002\u6211\u4eec\u53d1\u73b0\u5fc3\u7406\u5c5e\u6027\u662f\u6700\u663e\u8457\u7684\u7279\u5f81\u4e4b\u4e00\u3002\u6b64\u5916\uff0c\u6211\u4eec\u7684\u7ed3\u679c\u8868\u660e\uff0c\u4f7f\u7528\u77e2\u91cf\u5d4c\u5165\u529f\u80fd\u7684\u6587\u672c\u6a21\u578b\u663e\u8457\u6539\u5584\u4e86\u5bf9 TF-IDF \u7279\u5f81\u7684\u68c0\u6d4b\u3002\u6211\u4eec\u9a8c\u8bc1\u4e86\u4e24\u79cd\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u7684\u5b9e\u9a8c\u65b9\u6cd5\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u53ef\u7528\u4f5c\u68c0\u6d4b\u5728\u7ebf\u6fc0\u6f14\u5316\u6d3b\u52a8\u7684\u4fe1\u53f7\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u5f53\u56fe\u6316\u6398\u9047\u5230\u4f17\u5305\uff1a<\/strong><\/span><\/p>\n<p><span><strong>\u4e3a\u7b54\u6848\u805a\u5408\u9009\u62e9\u4e13\u5bb6<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation<\/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\/1905.08088<\/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\">Yasushi Kawase, Yuko Kuroki, Atsushi Miyauchi<\/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\"> \u6c47\u603b\u7fa4\u4f17\u5de5\u4f5c\u8005\u7684\u53cd\u5e94\u662f\u4f17\u5305\u8fc7\u7a0b\u4e2d\u7684\u4e00\u9879\u57fa\u672c\u4efb\u52a1\u3002\u5982\u679c\u5c11\u6570\u4e13\u5bb6\u88ab\u5927\u91cf\u975e\u4e13\u5bb6\u6df9\u6ca1\uff0c\u5927\u591a\u6570\u7b54\u6848\u805a\u5408\u7b97\u6cd5\uff08\u5982\u591a\u6570\u6295\u7968\uff09\u90fd\u65e0\u6cd5\u786e\u5b9a\u6b63\u786e\u7684\u7b54\u6848\u3002\u56e0\u6b64\uff0c\u4ece\u4eba\u7fa4\u4e2d\u63d0\u53d6\u53ef\u9760\u7684\u4e13\u5bb6\u81f3\u5173\u91cd\u8981\u3002\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u201c\u4e13\u5bb6\u6838\u5fc3\u201d\u7684\u6982\u5ff5\uff0c\u8fd9\u662f\u4e00\u7ec4\u4e0d\u592a\u53ef\u80fd\u5305\u542b\u975e\u4e13\u5bb6\u7684\u5de5\u4eba\u3002\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u79cd\u57fa\u4e8e\u56fe\u6316\u6398\u7684\u9ad8\u6548\u7b97\u6cd5\uff0c\u53ef\u7cbe\u786e\u8ba1\u7b97\u4e13\u5bb6\u6838\u5fc3\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\u56de\u7b54\u805a\u5408\u4efb\u52a1\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e24\u79cd\u7b97\u6cd5\u3002\u7b2c\u4e00\u4e2a\u5c06\u4e13\u5bb6\u6838\u5fc3\u7ed3\u5408\u5230\u73b0\u6709\u7684\u7b54\u6848\u805a\u5408\u7b97\u6cd5\u4e2d\uff0c\u4f8b\u5982\u591a\u6570\u8868\u51b3\uff0c\u800c\u7b2c\u4e8c\u4e2a\u5229\u7528\u4e13\u5bb6\u6838\u5fc3\u63d0\u53d6\u7b97\u6cd5\u63d0\u4f9b\u7684\u4e0e\u5de5\u4f5c\u4eba\u5458\u53ef\u9760\u6027\u6709\u5173\u7684\u4fe1\u606f\u3002\u7136\u540e\uff0c\u6211\u4eec\u4e3a\u7b2c\u4e00\u79cd\u7b97\u6cd5\u63d0\u4f9b\u7406\u8bba\u4f9d\u636e\u3002\u4f7f\u7528\u5408\u6210\u548c\u771f\u5b9e\u6570\u636e\u96c6\u7684\u8ba1\u7b97\u5b9e\u9a8c\u8868\u660e\uff0c\u6211\u4eec\u63d0\u51fa\u7684\u7b54\u6848\u805a\u5408\u7b97\u6cd5\u4f18\u4e8e\u6700\u5148\u8fdb\u7684\u7b97\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<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong><span style=\"font-size: 15px\">Barabasi-Albert \u7f51\u7edc\u7684\u914d\u7f6e\u6a21\u578b<\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">The configuration model for Barabasi-Albert 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><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\/1905.08093<\/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\">M.L. Bertotti, G. Modanese<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/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\u5f00\u53d1\u5e76\u6d4b\u8bd5\u4e86\u4e00\u79cd\u91cd\u8fde\u65b9\u6cd5\uff08\u6700\u521d\u7531 Newman \u63d0\u51fa\uff09\uff0c\u8be5\u65b9\u6cd5\u5141\u8bb8\u6784\u5efa\u5177\u6709\u9884\u5148\u6307\u5b9a\u7684\u5ea6\u5206\u5e03\u548c\u4e24\u70b9\u76f8\u5173\u6027\u7684\u968f\u673a\u7f51\u7edc\u3002\u5bf9\u4e8e\u65e0\u6807\u5ea6\u5b66\u4f4d\u5206\u5e03\u7684\u60c5\u51b5\uff0c\u6211\u4eec\u6839\u636e Dorogovtsev \u548c Mendes \u7684\u4e00\u822c\u5904\u65b9\u5bf9\u5206\u5e03\u7684\u5c3e\u90e8\u8fdb\u884c\u79bb\u6563\u5316\u3002\u7531\u4e8e\u6700\u8fd1\u5bf9\u5176\u76f8\u5173\u6027\u7684\u5206\u6790\u7ed3\u679c\uff0c\u8be5\u65b9\u6cd5\u5e94\u7528\u4e8e Barabasi-Albert\uff08BA\uff09\u7f51\u7edc\u662f\u53ef\u80fd\u7684\uff0c\u5e76\u4e14\u5141\u8bb8\u5c06\u914d\u7f6e\u6a21\u578b\u4e2d\u751f\u6210\u7684\u968f\u673a\u7f51\u7edc\u7684\u96c6\u5408\u4e0e\u4ece\u4f18\u5148\u9644\u7740\u83b7\u5f97\u7684\u201c\u771f\u5b9e\u201d\u7f51\u7edc\u7684\u96c6\u5408\u8fdb\u884c\u6bd4\u8f83\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\">\u5bf9\u4e8e \u03b2\u22652\uff08 \u03b2 \u662f\u4f18\u5148\u8fde\u63a5\u65b9\u6848\u4e2d\u7684\u7236\u8282\u70b9\u6570\uff09\uff0c\u4f7f\u7528\u914d\u7f6e\u6a21\u578b\u83b7\u5f97\u7684\u7f51\u7edc\u5b8c\u5168\u8fde\u63a5\uff08\u5de8\u5927\u7ec4\u4ef6\u7b49\u4e8e100\uff05\uff09\u3002\u5728\u4e24\u79cd\u751f\u6210\u65b9\u6848\u4e2d\uff0c\u901a\u8fc7\u51fd\u6570 knn \u7684\u8ba1\u7b97\u8bc1\u660e\u4e86\u5c0f\u7a0b\u5ea6\u8282\u70b9\u7684\u660e\u663e\u4e0d\u534f\u8c03\u6027\u3002\u6211\u4eec\u8fd8\u5f00\u53d1\u4e86\u4e00\u79cd\u6709\u6548\u7684\u91cd\u8fde\u65b9\u6cd5\uff0c\u5b83\u53ef\u4ee5\u4ea7\u751f\u53ef\u8c03\u7cfb\u6570\u53d8\u5316\u7cfb\u6570 r \uff0c\u6211\u4eec\u7528\u5b83\u6765\u83b7\u5f97\u5177\u6709\u76f8\u540c\u5ea6\u6570\u5206\u5e03\u7684 BA \u7f51\u7edc\u7684\u6700\u5927\u4e0d\u5339\u914d\u7f51\u7edc\u7ed9\u5b9a \u03b2 \u3002\u8be5\u65b9\u6cd5\u7684\u53ef\u80fd\u5e94\u7528\u6d89\u53ca\u5404\u79cd\u793e\u4f1a\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<h3 class=\"ql-long-10488686\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u795e\u7ecf\u56fe\u534f\u540c\u8fc7\u6ee4<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/h3>\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\">Neural Graph Collaborative Filtering<\/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\/1905.08108<\/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\">Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, Tat-Seng Chua<\/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\"> \u5b66\u4e60\u7528\u6237\u548c\u9879\u76ee\u7684\u5411\u91cf\u8868\u793a\uff08\u5373\u5d4c\u5165\uff09\u662f\u73b0\u4ee3\u63a8\u8350\u7cfb\u7edf\u7684\u6838\u5fc3\u3002\u4ece\u65e9\u671f\u77e9\u9635\u5206\u89e3\u5230\u6700\u8fd1\u51fa\u73b0\u7684\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\uff0c\u73b0\u6709\u7684\u52aa\u529b\u901a\u5e38\u901a\u8fc7\u6620\u5c04\u6765\u81ea\u63cf\u8ff0\u7528\u6237\uff08\u6216\u9879\u76ee\uff09\u7684\u9884\u5148\u5b58\u5728\u7684\u7279\u5f81\uff08\u4f8b\u5982 ID \u548c\u5c5e\u6027\uff09\u6765\u83b7\u5f97\u7528\u6237\uff08\u6216\u9879\u76ee\uff09\u7684\u5d4c\u5165\u3002\u6211\u4eec\u8ba4\u4e3a\u8fd9\u79cd\u65b9\u6cd5\u7684\u56fa\u6709\u7f3a\u70b9\u662f\uff0c\u5728\u7528\u6237\u9879\u4ea4\u4e92\u4e2d\u6f5c\u4f0f\u7684\u534f\u4f5c\u4fe1\u53f7\u4e0d\u5728\u5d4c\u5165\u8fc7\u7a0b\u4e2d\u7f16\u7801\u3002\u56e0\u6b64\uff0c\u6240\u5f97\u5230\u7684\u5d4c\u5165\u53ef\u80fd\u4e0d\u8db3\u4ee5\u6355\u83b7\u534f\u540c\u8fc7\u6ee4\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\u5efa\u8bae\u5c06\u7528\u6237 &#8211; \u9879\u76ee\u4ea4\u4e92 &#8211; \u66f4\u5177\u4f53\u5730\u8bf4\u662f\u4e8c\u90e8\u56fe\u7ed3\u6784 &#8211; \u96c6\u6210\u5230\u5d4c\u5165\u8fc7\u7a0b\u4e2d\u3002\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u65b0\u7684\u63a8\u8350\u6846\u67b6 Neural Graph Collaborative Filtering\uff08NGCF\uff09\uff0c\u5b83\u901a\u8fc7\u5728\u5176\u4e0a\u4f20\u64ad\u5d4c\u5165\u6765\u5229\u7528\u7528\u6237\u9879\u76ee\u56fe\u7ed3\u6784\u3002\u8fd9\u5bfc\u81f4\u7528\u6237\u9879\u56fe\u4e2d\u7684\u9ad8\u9636\u8fde\u901a\u6027\u7684\u8868\u8fbe\u5efa\u6a21\uff0c\u6709\u6548\u5730\u5c06\u534f\u4f5c\u4fe1\u53f7\u4ee5\u660e\u786e\u7684\u65b9\u5f0f\u6ce8\u5165\u5230\u5d4c\u5165\u8fc7\u7a0b\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\">\u6211\u4eec\u5bf9\u4e09\u4e2a\u516c\u5171\u57fa\u51c6\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9a8c\uff0c\u8bc1\u660e\u4e86\u5bf9 HOP-Rec \u548c\u534f\u540c\u8bb0\u5fc6\u7f51\u7edc\u7b49\u51e0\u4e2a\u6700\u5148\u8fdb\u6a21\u578b\u7684\u91cd\u5927\u6539\u8fdb\u3002\u8fdb\u4e00\u6b65\u5206\u6790\u9a8c\u8bc1\u4e86\u5d4c\u5165\u4f20\u64ad\u5bf9\u4e8e\u5b66\u4e60\u66f4\u597d\u7684\u7528\u6237\u548c\u9879\u76ee\u8868\u793a\u7684\u91cd\u8981\u6027\uff0c\u8bc1\u660e\u4e86NGCF\u7684\u5408\u7406\u6027\u548c\u6709\u6548\u6027\u3002\u53ef\u4ecehttps:\/\/github.com\/xiangwang1223\/neural_graph_collaborative_filtering\u83b7\u53d6\u4ee3\u7801\u3002<\/span><\/p>\n<p class=\"ql-align-justify ql-long-10488686\">\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=2247497570&amp;idx=2&amp;sn=69be90006d885c32f05434b514037f91&amp;chksm=e897adefdfe024f91c81bff00eefe9914f4abf3456d6d33fa2cb3d420d0b9c20c59f7062c5c7&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u4eba\u4eec\u4f1a\u4fe1\u4efb\u4ec0\u4e48\u6837\u7684\u7ebf\u4e0a\u793e\u4ea4\u56e2\u4f53\uff1f \u7b4920\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497567&amp;idx=2&amp;sn=2ddd13c7d35d71845e9183b8cb81529d&amp;chksm=e897add2dfe024c46c520678a7defe71b696c17d92ca282caa876f786e68f450001d3c4a3472&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u9650\u5236\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u5e94\u7528\u7a0b\u5e8f\u7684\u9690\u79c1\u6cc4\u6f0f \u7b4911\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497560&amp;idx=3&amp;sn=929fab3cab711aee4188ac5f0145ab52&amp;chksm=e897add5dfe024c38d467e3087ac81df98329a48d1a4ad0886d80af50083b56667352de7a257&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u5256\u6790\u7528\u4e8e\u56fe\u5206\u7c7b\u7684\u56fe\u795e\u7ecf\u7f51\u7edc \u7b4921\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497508&amp;idx=3&amp;sn=5e918f512d106b39e6e0801026441ce4&amp;chksm=e897ada9dfe024bfb8155e1d697528979fc42cf445c34d595191d66cdba3a11efc39e9dc3da0&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u751f\u7269\u5b66\u4e0e\u7269\u7406\u5b66\u4e4b\u95f4\u7684\u8de8\u5b66\u79d1\u5173\u7cfb \u7b4912\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=2247497375&amp;idx=2&amp;sn=2981c5d05db17f27de2eab3ec95900bb&amp;chksm=e897ac12dfe025041d030263dc913bbcf212e5d504ce01741ed4dbd192da8429fff42a0c50a4&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5f53\u4eba\u4eec\u7ecf\u5386\u4e86\u8d1f\u9762\u7684\u751f\u6d3b\u5f71\u54cd\u548c\u7f3a\u4e4f\u63a7\u5236 \u7b4925\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<section class=\"\">\n<p style=\"text-align: center\">\n<section class=\"mpa-template\">\n<section class=\"\">\n<section class=\"\">\n<p style=\"min-height: 1em\">\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\/swarma1-1559555432.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<p style=\"min-height: 1em\">\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\/swarma5-1559555432.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/section>\n<p style=\"min-height: 1em\"><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<\/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=1559555415&amp;src=3&amp;ver=1&amp;signature=zNeAXZJ0Wf2CXk94yzaTAj349-6jfnbegT-6R4ia401ADi1Pos5LWftQTFKjzmy7abWQy2sCmWEJ0udBY5EW4ig-tExnkxcdwucRPem8xfIEn6NG2d0eaZ*My1C2FB-tLHz8OND4yn*bIvo3nKhS*zFQKjpjXfg0Edn55aedBgY=\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012 \u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5d4c\u5957\u6027\uff1a\u89c2\u5bdf\u3001\u6d8c\u73b0\u548c\u542f\u793a; \u591a Agent \u5e02\u573a\u7684\u4fe1\u8a89\u7cfb\u7edf; \u7f51\u7edc\u4e4b\u95f4\u7684\u76f8\u4e92\u8fde\u63a5\u7c7b\u4f3c\u4e00\u9636\u6e17\u6d41\u53d8\u5316\u4e2d\u7684\u5916\u90e8\u573a; \u6df1\u5ea6\u7edf\u4e00\u591a\u6a21\u6001\u5d4c\u5165\uff0c\u7528\u4e8e\u7406\u89e3\u793e\u4ea4\u5a92\u4f53\u7f51\u7edc\u4e2d\u7684\u5185\u5bb9\u548c\u7528\u6237; \u4eff\u771f\u6a21\u578b\u7684\u63a2\u7d22\u65b9\u6cd5; \u901a\u8fc7\u8fdc\u7a0b\u76d1\u7763\u4ece Twitter \u5b66\u4e60\u8de8\u8bed\u8a00\u5d4c\u5165; \u4e0d\u5b8c\u5584\u79c1\u6709\u4fe1\u53f7\u7ed3\u6784\u7684\u975e\u8d1d\u53f6\u65af\u793e\u4f1a\u5b66\u4e60;&#8230;<\/p>\n","protected":false},"author":1,"featured_media":15881,"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\/15879"}],"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=15879"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/15879\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/15881"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15879"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15879"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15879"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=15879"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}