{"id":13243,"date":"2018-11-28T01:00:00","date_gmt":"2018-11-27T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/dd8a0db3c2\/"},"modified":"2018-12-21T23:54:26","modified_gmt":"2018-12-21T15:54:26","slug":"dd8a0db3c2","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=13243","title":{"rendered":"\u8bba\u6587\u901f\u9012\uff1aArxiv\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u6458\u898112\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"margin-bottom: 5px; line-height: 1.75em; margin-left: 8px; margin-right: 8px;\"><strong><img style=\"height: 339px; line-height: 25.6px; text-align: center; width: 542px;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/11\/swarma9-1543410014.jpeg\" alt=\"\u96c6\u667a\" \/><\/strong><\/p>\n<p style=\"margin-right: 8px; margin-bottom: 5px; margin-left: 8px; line-height: 1.75em;\">\n<p style=\"margin-right: 8px; margin-bottom: 5px; margin-left: 8px; line-height: 1.75em;\"><strong>\u6838\u5fc3\u901f\u9012\uff1a<\/strong><\/p>\n<ul style=\"margin-left: 8px; margin-right: 8px;\">\n<li><span style=\"font-size: 15px;\">\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7f51\u7edc\u7ed3\u6784\u4e0e\u7528\u6237\u884c\u4e3a\u7684\u534f\u540c\u6f14\u5316\u6a21\u578b\uff1a\u4ee5\u7f51\u7edc\u9a71\u52a8\u5185\u5bb9\u751f\u6210\u4e3a\u4f8b;<\/span><\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6539\u8fdb\u7684\u8c22\u6797\u7c7b\u578b\u81ea\u65cb\u7cfb\u7edf\u7684\u4e0d\u5bb9\u5fcd\u95f4\u9694\u548c\u5927\u5c0f\u754c\u9650;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e0d\u5b8c\u5168\u4fe1\u606f\u3001\u6709\u9650\u7406\u6027\u548c\u4fe1\u606f\u5171\u4eab\u7684\u65e5\u5e38\u52a8\u6001\u4ea4\u901a\u5206\u914d;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">DynamicGEM\uff1a\u52a8\u6001\u56fe\u5d4c\u5165\u65b9\u6cd5\u5e93;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u91cf\u5316\u4f17\u5305\u8f66\u961f\u7684\u611f\u77e5\u80fd\u529b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e0d\u540c\u5bc6\u5ea6\u4e0b\u76f4\u7ebf\u8d70\u5eca\u8001\u5e74\u4eba\u6d41\u7684\u57fa\u672c\u56fe\u8868;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5bf9\u793e\u4ea4\u56fe\u7684\u7a33\u5065\u4e3b\u52a8\u653b\u51fb;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">DeepVisInterests\uff1aCNN-Ontology\u9884\u6d4b\u7528\u6237\u5bf9\u793e\u4ea4\u56fe\u50cf\u7684\u5174\u8da3;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">Facebook\u7528\u6237\u63a5\u89e6\u5728\u7ebf\u5e7f\u544a\u7684\u5927\u89c4\u6a21\u5206\u6790;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7528Instagram\u9884\u6d4b\u6d41\u611f;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u79d1\u5b66\u5408\u4f5c\u7f51\u7edc\u7684\u51f8\u6027;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7528\u4e8c\u6b21\u8fd1\u4f3c\u6cd5\u5feb\u901f\u8ba1\u7b97\u5927\u5c3a\u5ea6\u56fe\u7684\u51af\u8bfa\u4f9d\u66fc\u71b5;<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7f51\u7edc\u7ed3\u6784\u4e0e\u7528\u6237\u884c\u4e3a\u7684\u534f\u540c\u6f14\u5316\u6a21\u578b\uff1a<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u4ee5\u7f51\u7edc\u9a71\u52a8\u5185\u5bb9\u751f\u6210\u4e3a\u4f8b<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">A Co-evolution Model of Network Structure and User Behavior in Online Social Networks: The Case of Network-Driven Content Generation<\/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\/1512.06469<\/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;\"> Prasanta Bhattacharya, Tuan Q. Phan, Xue Bai, Edoardo Airoldi<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u968f\u7740\u5728\u7ebf\u793e\u4ea4\u7f51\u7ad9\uff08SNS\uff09\u7684\u5feb\u901f\u589e\u957f\uff0c\u5e73\u53f0\u6240\u6709\u8005\u548c\u5728\u7ebf\u8425\u9500\u4eba\u5458\u5fc5\u987b\u8c03\u67e5\u5728\u8fd9\u4e9b\u5e73\u53f0\u4e0a\u63a8\u52a8\u5185\u5bb9\u5236\u4f5c\u7684\u56e0\u7d20\u3002\u7136\u800c\uff0c\u4e4b\u524d\u7684\u7814\u7a76\u53d1\u73b0\uff0c\u7531\u4e8e\u65e0\u6cd5\u5355\u72ec\u8bc4\u4f30\u7f51\u7edc\u5f62\u6210\u548c\u7f51\u7edc\u5f71\u54cd\u7684\u5f71\u54cd\uff0c\u5f88\u96be\u4ece\u89c2\u6d4b\u6570\u636e\u4e2d\u5bf9\u8fd9\u4e9b\u56e0\u7d20\u8fdb\u884c\u7edf\u8ba1\u5efa\u6a21\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u91c7\u7528\u5e76\u589e\u5f3a\u4e86\u4e00\u4e2a\u9762\u5411\u884c\u52a8\u8005\u7684\u8fde\u7eed\u65f6\u95f4\u6a21\u578b\uff0c\u4f7f\u7528\u57fa\u4e8e\u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u7f57\uff08MCMC\uff09\u7684\u6a21\u62df\u65b9\u6cd5\u8054\u5408\u4f30\u8ba1\u7528\u6237\u7684\u793e\u4f1a\u7f51\u7edc\u7ed3\u6784\u548c\u5185\u5bb9\u751f\u4ea7\u884c\u4e3a\u7684\u5171\u540c\u6f14\u5316\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5177\u4f53\u800c\u8a00\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u79cd\u65b9\u6cd5\uff0c\u7528\u4e8e\u5728\u5b58\u5728\u53ef\u89c2\u5bdf\u548c\u4e0d\u53ef\u89c2\u5bdf\u7684\u534f\u53d8\u91cf\u7684\u60c5\u51b5\u4e0b\u5206\u6790\u5177\u6709\u7f51\u7edc\u6548\u5e94\u7684\u975e\u5e73\u7a33\u548c\u8fde\u7eed\u884c\u4e3a\uff0c\u7c7b\u4f3c\u4e8e\u5728\u793e\u4ea4\u5a92\u4f53\u751f\u6001\u7cfb\u7edf\u4e2d\u89c2\u5bdf\u5230\u7684\u3002\u5229\u7528\u6765\u81ea\u5927\u578b\u793e\u4ea4\u7f51\u7ad9\u7684\u72ec\u7279\u6570\u636e\u96c6\uff0c\u6211\u4eec\u5c06\u6a21\u578b\u5e94\u7528\u4e8e\u516d\u4e2a\u6708\u5185\u5bf9\u5927\u5b66\u751f\u7684\u6570\u636e\uff0c\u4ee5\u53d1\u73b0\uff1a1\uff09\u7528\u6237\u503e\u5411\u4e8e\u4e0e\u5177\u6709\u7c7b\u4f3c\u53d1\u5e03\u884c\u4e3a\u7684\u5176\u4ed6\u4eba\u8054\u7cfb\uff0c2\uff09\u4f46\u662f\uff0c\u5728\u8fd9\u6837\u505a\u4e4b\u540e\uff0c\u7528\u6237\u5728\u53d1\u5e03\u884c\u4e3a\u65b9\u9762\u503e\u5411\u4e8e\u5206\u6b67\uff0c3\uff09\u540c\u4f34\u5f71\u54cd\u5bf9\u53d1\u5e03\u884c\u4e3a\u7684\u5f3a\u5ea6\u654f\u611f\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6b64\u5916\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u4ece\u4e1a\u4eba\u5458\u63d0\u4f9b\u4e86\u7edf\u8ba1\u5b66\u4e0a\u4e25\u683c\u7684\u65b9\u6cd5\u6765\u5206\u6790\u89c2\u5bdf\u6570\u636e\u4e2d\u7684\u7f51\u7edc\u6548\u5e94\u3002\u8fd9\u4e9b\u7ed3\u679c\u4e3aSNS\u5e73\u53f0\u63d0\u4f9b\u4e86\u89c1\u89e3\u548c\u5efa\u8bae\uff0c\u4ee5\u7ef4\u6301\u4e00\u4e2a\u79ef\u6781\u548c\u53ef\u884c\u7684\u793e\u533a\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\">\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><strong>\u6539\u8fdb\u7684\u8c22\u6797\u7c7b\u578b\u81ea\u65cb\u7cfb\u7edf\u7684<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u4e0d\u5bb9\u5fcd\u95f4\u9694\u548c\u5927\u5c0f\u754c\u9650<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">Improved Intolerance Intervals and Size Bounds for a Schelling-Type Spin System<\/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\/1811.10677<\/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;\">Hamed Omidvar, Massimo Franceschetti<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u6211\u4eec\u5728\u5f00\u653e\u7cfb\u7edf\u4e2d\u8003\u8651\u81ea\u7ec4\u7ec7\u9694\u79bb\u7684Schelling\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u7b49\u6548\u4e8e\u5177\u6709Glauber\u52a8\u529b\u5b66\u7684\u96f6\u6e29\u5ea6Ising\u6a21\u578b\uff0c\u6216\u5177\u6709\u6269\u5c55Moore\u90bb\u57df\u7684\u5f02\u6b65\u5143\u80de\u81ea\u52a8\u673a\uff08ACA\uff09\u3002\u4ee5\u524d\u7684\u5de5\u4f5c\u8868\u660e\uff0c\u5982\u679c\u6a21\u578b tau in\uff08 sim 0.488\uff0c sim 0.512\uff09 setminus {1\/2 } \u7684inlerance\u53c2\u6570\uff0c\u90a3\u4e48\u5bf9\u4e8e\u8db3\u591f\u5927\u7684\u4ea4\u4e92\u90bb\u57df N \uff0c\u4efb\u4f55\u7c92\u5b50\u51e0\u4e4e\u80af\u5b9a\u4f1a\u4ee5\u6307\u6570\u5927\u7684\u5355\u8272\u533a\u57df\u7ed3\u675f\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u672c\u6587\u5c06\u4e0a\u8ff0\u7ed3\u679c\u6269\u5c55\u5230\u533a\u95f4 tau in\uff08 sim 0.433\uff0c sim 0.567\uff09 setminus {1\/2 } \u3002\u6211\u4eec\u8fd8\u901a\u8fc7 N \u4e2d\u7684\u6307\u6570\u56e0\u5b50\u6765\u6539\u5584\u5355\u8272\u533a\u57df\u5927\u5c0f\u7684\u754c\u9650\u3002\u6700\u540e\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u5f53\u7c92\u5b50\u88ab\u653e\u7f6e\u5728\u65e0\u9650\u683c\u5b50 mathbb {Z} ^ 2 \u800c\u4e0d\u662f\u5e73\u5766\u7684\u5706\u73af\u4e0a\u65f6\uff0c\u5bf9\u4e8e\u4e0a\u9762\u63d0\u5230\u7684 tau \u7684\u503c\uff0c\u8db3\u591f\u5927\u7684 N \uff0c\u5e76\u4e14\u5728\u8db3\u591f\u4e4b\u540e\u5728\u5f88\u957f\u7684\u6f14\u5316\u65f6\u95f4\u5185\uff0c\u4efb\u4f55\u7c92\u5b50\u90fd\u5305\u542b\u5728\u4e00\u4e2a\u5927\u7684\u5355\u8272\u533a\u57df\u4e2d\uff0c\u5176\u5927\u5c0f\u5448\u6307\u6570\u5f62\u5f0f\uff0c\u5728 N \uff0c\u51e0\u4e4e\u53ef\u4ee5\u80af\u5b9a\u3002\u65b0\u8bc1\u636e\u4e25\u683c\u4f9d\u8d56\u4e8e\u4e0e\u5355\u8272\u533a\u57df\u5f62\u6210\u76f8\u5173\u7684\u65b0\u9896\u51e0\u4f55\u7ed3\u6784\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\">\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u4e0d\u5b8c\u5168\u4fe1\u606f\u3001\u6709\u9650\u7406\u6027\u548c\u4fe1\u606f<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u5171\u4eab\u7684<\/strong><strong style=\"line-height: 25.6px;\">\u65e5\u5e38\u52a8\u6001\u4ea4\u901a\u5206\u914d<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">Day-to-Day Dynamic Traffic Assignment with Imperfect Information, Bounded Rationality and Information Sharing<\/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\/1811.10729<\/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;\">Yang Yu, Ke Han<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u53cc\u5411\u52a8\u6001\u65e5\u5e38\uff08DTD\uff09\u4ea4\u901a\u5206\u914d\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5177\u6709\u540c\u65f6\u8def\u5f84\u548c\u51fa\u53d1\u65f6\u95f4\uff08SRDT\uff09\u9009\u62e9\uff0c\u540c\u65f6\u5305\u542b\u4e0d\u5b8c\u6574\u548c\u4e0d\u5b8c\u5584\u7684\u4fe1\u606f\u4ee5\u53ca\u6709\u9650\u7406\u6027\u3002\u63d0\u51fa\u4e86\u4e24\u79cdSRDT\u9009\u62e9\u6a21\u578b\u6765\u7ed3\u5408\u4e0d\u5b8c\u7f8e\u7684\u65c5\u884c\u4fe1\u606f\uff1a\u4e00\u79cd\u57fa\u4e8e\u591a\u9879Logit\uff08MNL\uff09\u6a21\u578b\uff0c\u53e6\u4e00\u79cd\u57fa\u4e8e\u987a\u5e8f\uff0c\u6df7\u5408\u591a\u9879\/\u5d4c\u5957Logit\u6a21\u578b\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b\u7684\u8fd9\u4e24\u4e2a\u53d8\u4f53\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u4e24\u4e2a\u7279\u5f81\uff1a\u6709\u9650\u7406\u6027\uff08BR\uff09\u548c\u4fe1\u606f\u5171\u4eab\u3002<\/span><span style=\"font-size: 15px; line-height: 1.75em;\">\u901a\u8fc7\u5c06\u65e0\u5dee\u5f02\u5e26\u7ed3\u5408\u5230MNL\u6a21\u578b\u7684\u968f\u673a\u6548\u7528\u7ec4\u4ef6\u4e2d\u6765\u8003\u8651BR\uff0c\u5f62\u6210\u57fa\u4e8eBR\u7684DTD\u968f\u673a\u6a21\u578b\u3002\u65c5\u884c\u4fe1\u606f\u5171\u4eab\u7684\u5b8f\u89c2\u6a21\u578b\u88ab\u6574\u5408\u5230DTD\u52a8\u6001\u4e2d\uff0c\u4ee5\u89e3\u91ca\u4e0d\u5b8c\u6574\u4fe1\u606f\u5bf9\u65c5\u884c\u8005SRDT\u9009\u62e9\u7684\u5f71\u54cd\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px; line-height: 1.75em;\">\u6839\u636eLighthill-Whitham-Richards\uff08LWR\uff09\u6d41\u4f53\u52a8\u529b\u7f51\u7edc\u52a0\u8f7d\u6a21\u578b\uff0c\u8fd9\u4e9bDTD\u9009\u62e9\u6a21\u578b\u4e0e\u65e5\u5185\u52a8\u6001\u76f8\u7ed3\u5408\u3002\u5927\u89c4\u6a21\u7f51\u7edc\uff08Anaheim\uff09\u7684\u6a21\u62df\u8bf4\u660e\u4e86\u7528\u6237\u7684\u81ea\u9002\u5e94\u51b3\u7b56\u548c\u7f51\u7edc\u6761\u4ef6\uff08\u5305\u62ec\u672c\u5730\u4e2d\u65ad\uff09\u4e0e\u4e0d\u540c\u4fe1\u606f\u53ef\u7528\u6027\u548c\u7528\u6237\u884c\u4e3a\u6c34\u5e73\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u5f3a\u8c03\u4e86\u5bf9\u7f51\u7edc\u77ac\u6001\u548c\u975e\u5e73\u8861\u72b6\u6001\u5efa\u6a21\u7684\u9700\u6c42\uff0c\u8fd9\u4e9b\u72b6\u6001\u5728\u5747\u8861\u7ea6\u675f\u7684\u7f51\u7edc\u8bbe\u8ba1\u548c\u4f18\u5316\u4e2d\u7ecf\u5e38\u88ab\u5ffd\u89c6\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\">\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>DynamicGEM\uff1a<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u52a8\u6001\u56fe\u5d4c\u5165\u65b9\u6cd5\u5e93<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">DynamicGEM: A Library for Dynamic Graph Embedding Methods<\/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\/1811.10734<\/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;\">Palash Goyal, Sujit Rokka Chhetri, Ninareh Mehrabi, Emilio Ferrara, Arquimedes Canedo<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> DynamicGEM\u662f\u4e00\u4e2a\u5f00\u6e90Python\u5e93\uff0c\u7528\u4e8e\u5b66\u4e60\u52a8\u6001\u56fe\u7684\u8282\u70b9\u8868\u793a\u3002\u5b83\u7531\u6700\u5148\u8fdb\u7684\u7b97\u6cd5\u7ec4\u6210\uff0c\u7528\u4e8e\u5b9a\u4e49\u8fde\u63a5\u968f\u65f6\u95f4\u6f14\u53d8\u7684\u8282\u70b9\u7684\u5d4c\u5165\u3002\u8be5\u5e93\u8fd8\u5305\u542b\u7f51\u7edc\u4e0a\u56db\u4e2a\u4e0b\u6e38\u4efb\u52a1\u7684\u8bc4\u4f30\u6846\u67b6\uff1a\u56fe\u91cd\u5efa\uff0c\u9759\u6001\u548c\u65f6\u95f4\u94fe\u8def\u9884\u6d4b\uff0c\u8282\u70b9\u5206\u7c7b\u548c\u65f6\u95f4\u53ef\u89c6\u5316\u3002\u6211\u4eec\u5df2\u7ecf\u5b9e\u65bd\u4e86\u5404\u79cd\u6307\u6807\u6765\u8bc4\u4f30\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\uff0c\u4ee5\u53ca\u6765\u81ea\u4e0d\u540c\u9886\u57df\u7684\u4e0d\u65ad\u53d1\u5c55\u7684\u7f51\u7edc\u793a\u4f8b\u3002\u6211\u4eec\u6709\u6613\u4e8e\u4f7f\u7528\u7684\u51fd\u6570\u6765\u8c03\u7528\u548c\u8bc4\u4f30\u65b9\u6cd5\uff0c\u5e76\u6709\u5e7f\u6cdb\u7684\u4f7f\u7528\u6587\u6863\u3002\u6b64\u5916\uff0cDynamicGEM\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6a21\u677f\uff0c\u53ef\u4ee5\u8f7b\u677e\u6dfb\u52a0\u65b0\u7b97\u6cd5\uff0c\u4ee5\u4fbf\u8fdb\u4e00\u6b65\u7814\u7a76\u8be5\u4e3b\u9898\u3002<\/span><\/p>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u91cf\u5316\u4f17\u5305\u8f66\u961f\u7684<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u611f\u77e5\u80fd\u529b<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">Quantifying the sensing power of crowd-sourced vehicle fleets<\/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\/1811.10744<\/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;\">Kevin P. O\u2019Keeffe, Amin Anjomshoaa, Steven H. Strogatz, Paolo Santi, Carlo Ratti<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u4f20\u611f\u5668\u53ef\u4ee5\u6d4b\u91cf\u7a7a\u6c14\u8d28\u91cf\uff0c\u4ea4\u901a\u62e5\u5835\u548c\u57ce\u5e02\u73af\u5883\u7684\u5176\u4ed6\u65b9\u9762\u3002\u4ed6\u4eec\u63d0\u4f9b\u7684\u7ec6\u7c92\u5ea6\u8bca\u65ad\u4fe1\u606f\u53ef\u4ee5\u5e2e\u52a9\u57ce\u5e02\u7ba1\u7406\u8005\u76d1\u63a7\u57ce\u5e02\u7684\u5065\u5eb7\u72b6\u51b5\u3002\u6700\u8fd1\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u201c\u9a71\u52a8\u201d\u6a21\u5f0f\uff0c\u5176\u4e2d\u4f20\u611f\u5668\u90e8\u7f72\u5728\u7b2c\u4e09\u65b9\u8f66\u8f86\u4e0a\uff0c\u4ee5\u4f4e\u6210\u672c\u5b9e\u73b0\u5e7f\u6cdb\u8986\u76d6}\u5bf9\u9a7e\u9a76\u611f\u6d4b\u7684\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u4f20\u611f\u5668\u5de5\u7a0b\u4e0a\uff0c\u4f46\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u4ecd\u672a\u5f97\u5230\u63a2\u7d22\uff1a\u9700\u8981\u591a\u5c11\u8f66\u8f86\u6765\u5145\u5206\u626b\u63cf\u57ce\u5e02\uff1f\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u901a\u8fc7\u5206\u6790\u51fa\u79df\u8f66\u961f\u7684\u4f20\u611f\u80fd\u529b\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u51fa\u79df\u8f66\u5728\u57ce\u5e02\u4e2d\u5f88\u591a\uff0c\u5e76\u4e14\u901a\u5e38\u914d\u5907\u6709\u4e00\u4e9b\u4f20\u611f\u6280\u672f\uff08\u4f8b\u5982GPS\uff09\uff0c\u662f\u4f20\u611f\u5668\u7684\u5929\u7136\u4e3b\u673a\u3002\u6211\u4eec\u7684\u7b56\u7565\u662f\u5c06\u9a7e\u9a76\u611f\u5e94\u89c6\u4e3a\u4e00\u4e2a\u4f20\u64ad\u8fc7\u7a0b\uff0c\u5176\u4e2d\u611f\u5e94\u5730\u5f62\u533a\u57df\u968f\u7740\u914d\u5907\u4f20\u611f\u5668\u7684\u51fa\u79df\u8f66\u5728\u57ce\u5e02\u8857\u9053\u4e2d\u6269\u6563\u800c\u6269\u5c55\u3002\u4e0e\u4e00\u4e2a\u7b80\u5355\u7684\u51fa\u79df\u8f66\u8fd0\u52a8\u6a21\u578b\u76f8\u7ed3\u5408\uff0c\u8fd9\u4e2a\u7c7b\u6bd4\u8ba9\u6211\u4eec\u53ef\u4ee5\u5206\u6790\u5730\u786e\u5b9a\u4e00\u5929\u5185\u51fa\u79df\u8f66\u961f\u6240\u611f\u77e5\u7684\u57ce\u5e02\u8857\u9053\u7f51\u7edc\u7684\u6bd4\u4f8b\u3002\u6211\u4eec\u7684\u7ed3\u679c\u4e0e\u4ece\u4e5d\u4e2a\u4e3b\u8981\u57ce\u5e02\u83b7\u5f97\u7684\u51fa\u79df\u8f66\u6570\u636e\u4e00\u81f4\uff0c\u5e76\u663e\u793a\u6781\u5c11\u6570\u7684\u51fa\u79df\u8f66\u53ef\u4ee5\u626b\u63cf\u5927\u91cf\u8857\u9053\u3002\u8fd9\u4e00\u53d1\u73b0\u4f3c\u4e4e\u5177\u6709\u666e\u904d\u6027\uff0c\u8868\u660e\u5b83\u5bf9\u57ce\u5e02\u7684\u9002\u7528\u6027\u8d85\u51fa\u4e86\u6b64\u5904\u5206\u6790\u7684\u8303\u56f4\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6b64\u5916\uff0c\u7531\u4e8e\u51fa\u79df\u8f66\u8fd0\u52a8\u7ed3\u5408\u4e86\u968f\u673a\u6027\u548c\u89c4\u5f8b\u6027\uff08\u4e58\u5ba2\u7684\u76ee\u7684\u5730\u662f\u968f\u673a\u7684\uff0c\u4f46\u662f\u901a\u5f80\u4ed6\u4eec\u7684\u8def\u7ebf\u662f\u786e\u5b9a\u6027\u7684\uff09\uff0c\u51fa\u79df\u8f66\u961f\u7684\u4f20\u64ad\u5c5e\u6027\u662f\u4e0d\u5bfb\u5e38\u7684;\u4e0e\u968f\u673a\u884c\u8d70\u5f62\u6210\u9c9c\u660e\u5bf9\u6bd4\u7684\u662f\uff0c\u6211\u4eec\u7684\u51fa\u79df\u8f66\u6a21\u578b\u7684\u9759\u6b62\u5bc6\u5ea6\u7b26\u5408Zipf\u5b9a\u5f8b\uff0c\u4e0e\u7ecf\u9a8c\u51fa\u79df\u8f66\u6570\u636e\u4e00\u81f4\u3002\u6211\u4eec\u7684\u7ed3\u679c\u5bf9\u57ce\u9547\u8bae\u5458\uff0c\u667a\u6167\u57ce\u5e02\u8bbe\u8ba1\u5e08\u548c\u5176\u4ed6\u57ce\u5e02\u51b3\u7b56\u8005\u5177\u6709\u76f4\u63a5\u6548\u7528\u3002<\/span><\/p>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u4e0d\u540c\u5bc6\u5ea6\u4e0b\u76f4\u7ebf\u8d70\u5eca<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u8001\u5e74\u4eba\u6d41\u7684\u57fa\u672c\u56fe\u8868<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">The fundamental diagrams of elderly pedestrian flow in straight corridors under different densities<\/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\/1811.10883<\/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;\">Xiangxia Ren, Jun Zhang, Weiguo Song, Shuchao Cao<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u5168\u7403\u4eba\u53e3\u6b63\u5728\u8001\u9f84\u5316\uff0c\u5404\u56fd\u6b63\u9762\u4e34\u7740\u6ee1\u8db3\u8001\u5e74\u4eba\u4ea4\u901a\u9700\u6c42\u7684\u6301\u7eed\u6311\u6218\u3002\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u8c03\u67e5\u4e86\u76f4\u7ebf\u8d70\u5eca\u4e2d\u8001\u5e74\u4eba\u7684\u8fd0\u52a8\u7279\u5f81\uff0c\u5e76\u5c06\u5176\u4e0e\u5e74\u8f7b\u4eba\u8fdb\u884c\u6bd4\u8f83\u3002\u5728\u5b9e\u9a8c\u5ba4\u5b9e\u9a8c\u4e2d\uff0c\u8001\u5e74\u4eba\u7684\u81ea\u7531\u901f\u5ea6\uff08\u7ea61.28\u7c73\/\u79d2\uff09\u660e\u663e\u6162\u4e8e\u5e74\u8f7b\u4eba\uff08\u7ea61.4\u7c73\/\u79d2\uff09\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7ed3\u679c\u53d1\u73b0\uff0c\u4e0e\u5e74\u8f7b\u884c\u4eba\u76f8\u6bd4\uff0c\u8001\u5e74\u4eba\u7684\u57fa\u672c\u56fe\u8868\u663e\u793a\u51fa\u7c7b\u4f3c\u7684\u8d8b\u52bf\u3002\u7136\u800c\uff0c\u5728\u76f8\u540c\u7684\u5bc6\u5ea6\u4e0b\uff0c\u5728\u89c2\u5bdf\u5230\u7684\u5bc6\u5ea6\u8303\u56f4\uff08&lt;3.0\u5e73\u65b9\u7c73\uff09\u4e2d\uff0c\u8001\u5e74\u4eba\u7684\u901f\u5ea6\u603b\u662f\u4f4e\u4e8e\u5e74\u8f7b\u884c\u4eba\u7684\u901f\u5ea6\u3002\u5f53\u8003\u8651\u4ece\u4f4e\u5bc6\u5ea6\u4e0b\u7684\u884c\u4eba\u8fd0\u52a8\u8ba1\u7b97\u51fa\u7684\u5e73\u5747\u901f\u5ea6\u65f6\uff0c\u4e24\u4e2a\u6807\u51c6\u5316\u7684\u57fa\u672c\u56fe\u8868\u975e\u5e38\u543b\u5408\u3002\u901a\u8fc7\u5206\u6790\u8fb9\u754c\u8ddd\u79bb\uff0c\u6700\u8fd1\u90bb\u5c45\u4ee5\u53ca\u884c\u4eba\u7684\u7a7a\u95f4\u5206\u5e03\u533a\u57df\u6765\u63a2\u8ba8\u5dee\u5f02\u7684\u539f\u56e0\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u53ef\u7528\u4e8e\u6539\u5584\u884c\u4eba\u6a21\u578b\u548c\u884c\u4eba\u8bbe\u65bd\u7684\u8bbe\u8ba1\uff0c\u8fd9\u5bf9\u8001\u5e74\u4eba\u6765\u8bf4\u66f4\u4e3a\u53cb\u597d\u3002<\/span><\/p>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u5bf9\u793e\u4ea4\u56fe\u7684\u7a33\u5065\u4e3b\u52a8\u653b\u51fb<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">Robust active attacks on social graphs<\/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\/1811.10915<\/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;\">Sjouke Mauw, Yunior Ram\u00edrez-Cruz, Rolando Trujillo-Rasua<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u4e3a\u4e86\u9632\u6b62\u6cc4\u9732\u9690\u79c1\u654f\u611f\u6570\u636e\uff0c\u4f8b\u5982\u7528\u6237\u4e4b\u95f4\u7684\u540d\u79f0\u548c\u5173\u7cfb\uff0c\u793e\u4f1a\u7f51\u7edc\u56fe\u5fc5\u987b\u5728\u53d1\u5e03\u4e4b\u524d\u533f\u540d\u5316\u3002\u793e\u4f1a\u7f51\u7edc\u56fe\u7684\u6734\u7d20\u533f\u540d\u5316\u901a\u5e38\u5728\u4e8e\u5220\u9664\u7528\u6237\u7684\u6240\u6709\u8bc6\u522b\u4fe1\u606f\uff0c\u540c\u65f6\u4fdd\u6301\u539f\u59cb\u56fe\u7ed3\u6784\u3002\u5df2\u7ecf\u5f00\u53d1\u4e86\u5bf9\u5929\u771f\u533f\u540d\u56fe\u7684\u5404\u79cd\u7c7b\u578b\u7684\u653b\u51fb\u3002\u4e3b\u52a8\u653b\u51fb\u5f62\u6210\u4e00\u79cd\u7279\u6b8a\u7c7b\u578b\u7684\u6b64\u7c7b\u9690\u79c1\u653b\u51fb\uff0c\u5176\u4e2d\u653b\u51fb\u8005\u5411\u793e\u4f1a\u7f51\u7edc\u6ce8\u5165\u8bb8\u591a\u865a\u5047\u7528\u6237\uff08\u901a\u5e38\u79f0\u4e3asybils\uff09\uff0c\u5141\u8bb8\u653b\u51fb\u8005\u521b\u5efa\u540e\u6765\u7528\u4e8e\u91cd\u65b0\u8bc6\u522bsybil\u8282\u70b9\u7684\u5176\u4ed6\u7ed3\u6784\u6a21\u5f0f\u3002\u533f\u540d\u540e\u7684\u7528\u6237\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e00\u4e9b\u7814\u7a76\u8868\u660e\uff0c\u5728\u5df2\u53d1\u5e03\u7684\u56fe\u8868\u4e2d\u6dfb\u52a0\u5c11\u91cf\u566a\u58f0\u5df2\u8db3\u4ee5\u7f13\u89e3\u6b64\u7c7b\u4e3b\u52a8\u653b\u51fb\u3002\u56e0\u6b64\uff0c\u4e3b\u52a8\u653b\u51fb\u88ab\u79f0\u4e3a\u5bf9\u9690\u79c1\u4fdd\u62a4\u793e\u4ea4\u56fe\u8c31\u53d1\u5e03\u7684\u5fae\u4e0d\u8db3\u9053\u7684\u5a01\u80c1\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u4e9b\u7814\u7a76\u63ed\u793a\u4e86\u7279\u5b9a\u653b\u51fb\u7684\u7f3a\u70b9\uff0c\u800c\u4e0d\u662f\u4f5c\u4e3a\u4e00\u822c\u7b56\u7565\u7684\u4e3b\u52a8\u653b\u51fb\u7684\u56fa\u6709\u95ee\u9898\u3002\u4e3a\u4e86\u652f\u6301\u8fd9\u79cd\u8bf4\u6cd5\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u5f3a\u5927\u7684\u4e3b\u52a8\u653b\u51fb\u7684\u6982\u5ff5\uff0c\u8fd9\u662f\u4e00\u79cd\u5bf9\u793e\u4f1a\u7f51\u7edc\u56fe\u7684\u5c0f\u6270\u52a8\u5177\u6709\u5f39\u6027\u7684\u4e3b\u52a8\u653b\u51fb\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u5c06\u5f3a\u5065\u4e3b\u52a8\u653b\u51fb\u7684\u8bbe\u8ba1\u5236\u5b9a\u4e3a\u4f18\u5316\u95ee\u9898\uff0c\u5e76\u4e14\u6211\u4eec\u7ed9\u51fa\u4e86\u4e3b\u52a8\u653b\u51fb\u7b56\u7565\u7684\u4e0d\u540c\u9636\u6bb5\u7684\u9c81\u68d2\u6027\u5b9a\u4e49\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5f15\u5165\u5404\u79cd\u542f\u53d1\u5f0f\u65b9\u6cd5\u6765\u5b9e\u73b0\u8fd9\u4e9b\u9c81\u68d2\u6027\u6982\u5ff5\uff0c\u5e76\u901a\u8fc7\u5b9e\u9a8c\u8bc1\u660e\u65b0\u7684\u5f3a\u5927\u653b\u51fb\u6bd4\u539f\u59cb\u653b\u51fb\u66f4\u5177\u5f39\u6027\uff0c\u540c\u65f6\u4fdd\u6301\u76f8\u540c\u7684\u53ef\u884c\u6027\u6c34\u5e73\u3002<\/span><\/p>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>DeepVisInterests\uff1a<\/strong><strong style=\"line-height: 25.6px;\">CNN-Ontology<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u9884\u6d4b\u7528\u6237\u5bf9\u793e\u4ea4\u56fe\u50cf\u7684\u5174\u8da3<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">DeepVisInterests: CNN-Ontology Prediction of Users Interests from Social Images<\/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\/1811.10920<\/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;\">Onsa Lazzez, Wael Ouarda, Adel M.Alimi<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3aDeepVisInterests\u7684\u65b0\u7cfb\u7edf\uff0c\u5b83\u57fa\u4e8e\u6df1\u5ea6\u795e\u7ecf\u65b9\u6cd5\u4e3a\u672c\u4f53\u6784\u5efa\u6267\u884c\u793e\u4f1a\u89c6\u89c9\u6570\u636e\u4e2d\u7684\u7528\u6237\u5174\u8da3\u9884\u6d4b\u4efb\u52a1\u3002\u6211\u4eec\u5df2\u7ecf\u8fdb\u884c\u4e86\u5168\u9762\u7684\u7edf\u8ba1\u7814\u7a76\uff0c\u4ee5\u9a8c\u8bc1\u6211\u4eec\u7684DeepVisInterests\u7cfb\u7edf\u3002\u6240\u63d0\u51fa\u7684\u7cfb\u7edf\u57fa\u4e8e\u4f7f\u7528\u4e00\u7ec4\u6df1\u5ea6\u89c6\u89c9\u7279\u5f81\u6784\u5efa\u7528\u6237\u5174\u8da3\u672c\u4f53\uff0c\u4ee5\u4fbf\u5b66\u4e60\u7531Facebook\u5b9a\u4e49\u7684\u70ed\u95e8\u5174\u8da3\u4e3b\u9898\u7684\u8bed\u4e49\u8868\u793a\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e8b\u5b9e\u4e0a\uff0cDeepVisInterests\u7cfb\u7edf\u89e3\u51b3\u4e86\u53d1\u73b0\u5f52\u5c5e\u5174\u8da3\u7684\u95ee\u9898\uff08\u5982\u4f55\u4ece\u5979\/\u4ed6\u5728OSN\u4e2d\u63d0\u4f9b\u7684\u793e\u4ea4\u56fe\u50cf\u4e2d\u68c0\u6d4b\u5230\u7528\u6237\u5174\u8da3\uff09\uff0c\u5e76\u901a\u8fc7\u4e0e\u81ea\u6211\u8bc4\u4f30\u7684\u5174\u8da3\u4e3b\u9898\u8fdb\u884c\u6bd4\u8f83\u6765\u5206\u6790\u81ea\u52a8\u9884\u6d4b\u7684\u8868\u73b0\uff08\u7528\u6237\u5728\u62df\u8bae\u8c03\u67e5\u95ee\u5377\u4e2d\u63d0\u4f9b\u7684\u5174\u8da3\u4e3b\u9898\uff09\u901a\u8fc7\u6211\u4eec\u5728240\u4f4dFacebook\u7528\u6237\u6536\u96c6\u7684\u793e\u4ea4\u56fe\u50cf\u6570\u636e\u5e93\u4e0a\u8fdb\u884c\u7684\u5b9e\u9a8c\u3002\u672c\u6587\u8fdb\u884c\u7684\u5b9a\u6027\u548c\u5b9a\u91cf\u5b9e\u9a8c\u7814\u7a76\u8868\u660e\uff0cDeepVisInterests\u5728\u6700\u8fd1\u7684\u76f8\u5173\u4f5c\u54c1\u4e2d\u6392\u540d\u7b2c\u4e00\uff0c\u51c6\u786e\u7387\u4e3a0.80\u3002<\/span><\/p>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>Facebook\u7528\u6237\u63a5\u89e6<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u5728\u7ebf\u5e7f\u544a\u7684\u5927\u89c4\u6a21\u5206\u6790<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">Large-scale analysis of user exposure to online advertising in Facebook<\/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\/1811.10921<\/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;\">Aritz Arrate, Jos\u00e9 Gonz\u00e1lez Caba\u00f1as, \u00c1ngel Cuevas, Mar\u00eda Calder\u00f3n, Rub\u00e9n Cuevas<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u5728\u7ebf\u5e7f\u544a\u662f\u5927\u90e8\u5206\u4e92\u8054\u7f51\u670d\u52a1\u7684\u4e3b\u8981\u6536\u5165\u6765\u6e90\u3002\u6709\u5927\u91cf\u6587\u732e\u65e8\u5728\u4f18\u5316\u5e7f\u544a\u53c2\u4e0e\uff0c\u7406\u89e3\u5728\u7ebf\u5e7f\u544a\u7684\u9690\u79c1\u548c\u9053\u5fb7\u542b\u4e49\u7b49\u3002\u4f46\u662f\uff0c\u636e\u6211\u4eec\u6240\u77e5\uff0c\u4ee5\u524d\u7684\u5de5\u4f5c\u6ca1\u6709\u5927\u89c4\u6a21\u5206\u6790\u771f\u5b9e\u7528\u6237\u5bf9\u5728\u7ebf\u5e7f\u544a\u7684\u66dd\u5149\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u672c\u6587\u4f7f\u7528\u6570\u636e\u96c6\u5bf9\u5e7f\u544a\u548c\u5e7f\u544a\u5ba2\u6237\u7684\u66dd\u5149\u8fdb\u884c\u4e86\u5168\u9762\u5206\u6790\uff0c\u8be5\u6570\u636e\u96c6\u5305\u62ec2016\u5e7410\u6708\u81f32018\u5e745\u6708\u671f\u95f4\u6536\u96c6\u7684\u8d85\u8fc75K\u7528\u6237\u7684140,000\u4e2a\u72ec\u7279\u5e7f\u544a\u5ba2\u6237\u7684700\u591a\u4e07\u4e2a\u5e7f\u544a\u3002\u8be5\u7814\u7a76\u4e3b\u8981\u5173\u6ce8Facebook\uff0c\u662f\u6536\u5165\u65b9\u9762\u4ec5\u6b21\u4e8e\u8c37\u6b4c\u7684\u7b2c\u4e8c\u5927\u5e7f\u544a\u5e73\u53f0\uff0c\u6bcf\u6708\u6d3b\u8dc3\u7528\u6237\u8d85\u8fc72.2B\u3002\u6211\u4eec\u7684\u5206\u6790\u663e\u793a\uff0cFacebook\u7528\u6237\u6bcf\u5468\u66b4\u973270\u4e2a\u5e7f\u544a\uff08\u4e2d\u4f4d\u6570\uff09\uff0c\u6765\u81ea12\u4e2a\u5e7f\u544a\u5ba2\u6237\u3002\u5e7f\u544a\u4ee3\u8868\u7528\u6237\u65b0\u95fb\u6e90\u4e2d\u6536\u5230\u7684\u6240\u6709\u4fe1\u606f\u768410\uff05\u523015\uff05\u3002\u65b0\u95fb\u6e90\u4e2d\u5e7f\u544a\u90e8\u5206\u7684\u5c0f\u5e45\u589e\u52a01\uff05\u53ef\u80fd\u5927\u81f4\u4ee3\u8868Facebook\u6bcf\u5468\u6536\u5165\u589e\u52a08.17M\u7f8e\u5143\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6700\u540e\uff0c\u6211\u4eec\u8fd8\u63ed\u793aFacebook\u7528\u6237\u8fc7\u5ea6\u6295\u7968\uff0c\u56e0\u4e3a\u5728\u6700\u597d\u7684\u60c5\u51b5\u4e0b\uff0cFacebook\u4e3a\u5e7f\u544a\u76ee\u7684\u5206\u914d\u7ed9\u7528\u6237\u7684\u5229\u76ca\u4e2d\u53ea\u670942.91\uff05\u5b9e\u9645\u4e0a\u4e0e\u7528\u6237\u6536\u5230\u7684\u5e7f\u544a\u76f8\u5173\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\">\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u7528Instagram\u9884\u6d4b\u6d41\u611f<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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;\">Predicting the Flu from Instagram<\/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\/1811.10949<\/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;\">Oguzhan Gencoglu, Miikka Ermes<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u7528\u4e8e\u76d1\u6d4b\u8bf8\u5982\u6d41\u611f\u7684\u4f20\u67d3\u75c5\u7684\u5e38\u89c4\u76d1\u6d4b\u7cfb\u7edf\u7531\u4e8e\u7f3a\u4e4f\u719f\u7ec3\u7684\u533b\u7597\u4fdd\u5065\u4e13\u4e1a\u4eba\u5458\uff0c\u793e\u533a\u7684\u504f\u8fdc\u548c\u7f3a\u4e4f\u901a\u4fe1\u57fa\u7840\u8bbe\u65bd\u800c\u9762\u4e34\u6311\u6218\u3002\u57fa\u4e8e\u4e92\u8054\u7f51\u7684\u76d1\u63a7\u65b9\u6cd5\u5728\u903b\u8f91\u4e0a\u548c\u7ecf\u6d4e\u4e0a\u90fd\u5177\u6709\u5438\u5f15\u529b\u3002\u641c\u7d22\u5f15\u64ce\u67e5\u8be2\u548cTwitter\u4e00\u76f4\u662f\u6b64\u7c7b\u65b9\u6cd5\u4e2d\u4e3b\u8981\u4f7f\u7528\u7684\u6570\u636e\u6e90\u3002\u672c\u7814\u7a76\u7684\u76ee\u7684\u662f\u8bc4\u4f30\u66ff\u4ee3\u6570\u636e\u6e90Instagram\u7684\u9884\u6d4b\u80fd\u529b\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u901a\u8fc7\u4f7f\u7528\u6765\u81eaInstagram\u7684317\u5468\u516c\u5f00\u6570\u636e\uff0c\u6211\u4eec\u57f9\u8bad\u4e86\u51e0\u79cd\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u4ee5\u9884\u6d4b\u548c\u9884\u6d4b\u82ac\u5170\u5b98\u65b9\u6d41\u611f\u6837\u75be\u75c5\u4e8b\u4ef6\u7684\u6570\u91cf\uff0c\u5176\u4e2d\u6709\u5173\u6bcf\u5468\u4e8b\u4ef6\u7684\u5168\u4eba\u53e3\u5b98\u65b9\u7edf\u8ba1\u6570\u636e\u53ef\u7528\u3002\u9664\u4e86\u5728\u7ebf\u5e16\u5b50\u7684\u65e5\u671f\u548c\u6807\u7b7e\u8ba1\u6570\u529f\u80fd\u4e4b\u5916\uff0c\u6211\u4eec\u8fd8\u80fd\u591f\u5229\u7528\u6df1\u5ea6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5229\u7528\u5df2\u53d1\u5e03\u56fe\u50cf\u7684\u53ef\u89c6\u5185\u5bb9\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u6700\u597d\u7684\u4e34\u8fd1\u9884\u62a5\u6a21\u578b\u7684\u5e73\u5747\u7edd\u5bf9\u8bef\u5dee\u4e3a\u6bcf\u546811.33\u6b21\u4e8b\u6545\uff0c\u6d4b\u8bd5\u6570\u636e\u7684\u76f8\u5173\u7cfb\u6570\u4e3a0.963\u3002\u7528\u4e8e\u9884\u6d4b1\u5468\u548c2\u5468\u7684\u9884\u6d4b\u6a21\u578b\u663e\u793a\u51fa\u7edf\u8ba1\u663e\u8457\u6027\uff0c\u540c\u65f6\u8fbe\u5230\u76f8\u5173\u7cfb\u6570\u5206\u522b\u4e3a0.903\u548c0.862\u3002\u8fd9\u9879\u7814\u7a76\u8868\u660e\u793e\u4ea4\u5a92\u4f53\uff0c\u7279\u522b\u662f\u6570\u5b57\u7167\u7247\u5728\u5176\u4e2d\u7684\u5171\u4eab\uff0c\u53ef\u4ee5\u6210\u4e3a\u6d41\u884c\u75c5\u5b66\u9886\u57df\u7684\u5b9d\u8d35\u4fe1\u606f\u6765\u6e90\u3002<\/span><\/p>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u79d1\u5b66\u5408\u4f5c\u7f51\u7edc\u7684\u51f8\u6027<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/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; line-height: 1.75em;\">Convexity in scientific collaboration networks<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">http:\/\/arxiv.org\/abs\/1811.11030<\/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;\">Lovro \u0160ubelj, Dalibor Fiala, Tadej Ciglari\u010d, Luka Kronegger<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u6700\u8fd1\uff0c\u7f51\u7edc\uff08\u56fe\uff09\u4e2d\u7684\u51f8\u6027\u88ab\u5b9a\u4e49\u4e3a\u5176\u6bcf\u4e2a\u5b50\u56fe\u7684\u5c5e\u6027\uff0c\u4ee5\u5305\u62ec\u8be5\u5b50\u56fe\u7684\u8282\u70b9\u4e4b\u95f4\u7684\u6240\u6709\u6700\u77ed\u8def\u5f84\u3002\u5b83\u53ef\u4ee5\u5728\u6807\u5ea6[0,1]\u4e0a\u6d4b\u91cf\uff0c\u5176\u4e2d1\u88ab\u5206\u914d\u7ed9\u5b8c\u5168\u51f8\u8d77\u7684\u7f51\u7edc\u3002\u5728\u53bb\u9664\u6700\u5c11\u6570\u91cf\u7684\u8fb9\u4e4b\u540e\u51fa\u73b0\u7684\u56fe\u7684\u6700\u5927\u51f8\u90e8\u5206\u79f0\u4e3a\u51f8\u9aa8\u67b6\u3002\u5b83\u57fa\u672c\u4e0a\u662f\u4e00\u4e2a\u6d3e\u7cfb\u6811\uff0c\u5df2\u88ab\u8bc1\u660e\u6709\u8bb8\u591a\u6709\u8da3\u7684\u7279\u5f81\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u672c\u6587\u4e2d\uff0c\u8ba8\u8bba\u4e86\u79d1\u5b66\u5408\u4f5c\u7f51\u7edc\u80cc\u666f\u4e0b\u51f8\u51f8\u548c\u51f8\u9aa8\u67b6\u7684\u6982\u5ff5\u3002\u66f4\u5177\u4f53\u5730\u8bf4\uff0c\u6211\u4eec\u5206\u6790\u4e86\u65af\u6d1b\u6587\u5c3c\u4e9a\u8ba1\u7b97\u673a\u79d1\u5b66\uff0c\u7269\u7406\u5b66\uff0c\u793e\u4f1a\u5b66\uff0c\u6570\u5b66\u548c\u7ecf\u6d4e\u5b66\u7814\u7a76\u4eba\u5458\u7684\u5171\u540c\u4f5c\u8005\u7f51\u7edc\uff0c\u5e76\u4ece\u4e2d\u63d0\u53d6\u4e86\u51f8\u5f62\u9aa8\u67b6\u3002\u7136\u540e\uff0c\u6211\u4eec\u6839\u636e\u534f\u4f5c\u9891\u7387\u5206\u5e03\uff0c\u901a\u8fc7\u5404\u79cd\u53c2\u6570\uff08\u4f8b\u5982\u51fa\u7248\u5e74\u4efd\u548c\u7c7b\u578b\uff0c\u5171\u540c\u4f5c\u8005\u7684\u51fa\u751f\u5e74\u4efd\uff0c\u72b6\u6001\uff0c\u6027\u522b\uff0c\u7eaa\u5f8b\u7b49\uff09\u5c06\u8fd9\u4e9b\u51f8\u9aa8\u67b6\u4e0e\u5269\u4f59\u56fe\uff08\u4f59\u6570\uff09\u8fdb\u884c\u6bd4\u8f83\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u8fd8\u663e\u793a\u4e86\u9876\u90e8\u901a\u8fc7\u5728\u539f\u59cb\u7f51\u7edc\u53ca\u5176\u9aa8\u67b6\u4e0a\u8ba1\u7b97\u7684\u56db\u4e2a\u57fa\u672c\u4e2d\u5fc3\u5ea6\u91cf\u6765\u533a\u5206\u79d1\u5b66\u5bb6\uff0c\u5e76\u5f97\u51fa\u7ed3\u8bba\uff1a\u51f8\u9aa8\u67b6\u53ef\u80fd\u6709\u52a9\u4e8e\u68c0\u6d4b\u5728\u539f\u59cb\u534f\u4f5c\u7f51\u7edc\u4e2d\u96be\u4ee5\u8bc6\u522b\u7684\u6709\u5f71\u54cd\u529b\u7684\u5b66\u8005\u3002\u4f5c\u4e3a\u5176\u56fa\u6709\u7279\u5f81\uff0c\u51f8\u9aa8\u67b6\u4fdd\u7559\u4e86\u534f\u4f5c\u7f51\u7edc\u7684\u5c5e\u6027\u3002\u8fd9\u4e9b\u5305\u62ec\u9ad8\u7ea7\u7ed3\u6784\u5c5e\u6027\uff0c\u4f46\u4e5f\u5305\u62ec\u540c\u4e00\u4f5c\u8005\u901a\u8fc7\u4e2d\u5fc3\u6027\u63aa\u65bd\u5f3a\u8c03\u7684\u4e8b\u5b9e\u3002\u6b64\u5916\uff0c\u6700\u91cd\u8981\u7684\u5173\u7cfb\u4ee5\u53ca\u6700\u91cd\u8981\u7684\u5408\u4f5c\u90fd\u4fdd\u7559\u5728\u9ab7\u9ac5\u4e2d\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<section style=\"margin-top: 20px; line-height: 25.6px;\">\n<section>\n<section>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><strong>\u7528\u4e8c\u6b21\u8fd1\u4f3c\u6cd5\u5feb\u901f\u8ba1\u7b97<\/strong><\/h3>\n<h3 style=\"line-height: 25.6px;\"><strong>\u5927\u5c3a\u5ea6\u56fe\u7684\u51af\u8bfa\u4f9d\u66fc\u71b5<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"line-height: 25.6px;\"><\/h3>\n<p>&nbsp;<\/p>\n<\/section>\n<\/section>\n<\/section>\n<p>&nbsp;<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations<\/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\/1811.11087<\/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;\">Hayoung Choi, Jinglian He, Hang Hu, Yuanming Shi<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u51af\u00b7\u8bfa\u4f0a\u66fc\u56fe\u71b5\uff08VNGE\uff09\u53ef\u4ee5\u7528\u4f5c\u56fe\u590d\u6742\u5ea6\u7684\u5ea6\u91cf\uff0c\u5176\u53ef\u4ee5\u662f\u4fe1\u606f\u53d1\u6563\u548c\u56fe\u4e4b\u95f4\u8ddd\u79bb\u7684\u5ea6\u91cf\u3002\u7531\u4e8e\u9700\u8981\u8ba1\u7b97VNGE\u6765\u67e5\u627e\u6240\u6709\u7279\u5f81\u503c\uff0c\u56e0\u6b64\u5bf9\u4e8e\u5927\u89c4\u6a21\u56fe\u800c\u8a00\u8ba1\u7b97\u8981\u6c42\u5f88\u9ad8\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u7528\u4e8e\u8ba1\u7b97\u51af\u8bfa\u4f9d\u66fc\u56fe\u71b5\u7684\u65b0\u7684\u4e8c\u6b21\u8fd1\u4f3c\u3002\u63d0\u51fa\u4e86\u4fee\u6b63\u7684\u6cf0\u52d2\u548c\u5f84\u5411\u6295\u5f71\u8fd1\u4f3c\u3002\u6211\u4eec\u7684\u65b9\u6cd5\u5c06VNGE\u7684\u7acb\u65b9\u590d\u6742\u5ea6\u964d\u4f4e\u5230\u7ebf\u6027\u590d\u6742\u5ea6\u3002\u968f\u673a\u56fe\u6a21\u578b\u548c\u5404\u79cd\u771f\u5b9e\u7f51\u7edc\u6570\u636e\u96c6\u7684\u8ba1\u7b97\u6a21\u62df\u8bc1\u660e\u4e86\u5176\u5353\u8d8a\u7684\u6027\u80fd\u3002<\/span><\/p>\n<p style=\"margin: 1.5em 8px; max-width: 100%; min-height: 1em; line-height: 1.75em;\">\n<blockquote style=\"line-height: 25.6px;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\u7f16\u8f91\uff1a\u5b5f\u5a55<\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin-bottom: 5px; margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u58f0\u660e\uff1aArxiv\u6587\u7ae0\u6458\u8981\u7248\u6743\u5f52\u8bba\u6587\u539f\u4f5c\u8005\u6240\u6709\uff0c\u7531complexLY\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\u548c\u4e2a\u4eba\u535a\u5ba2\u8fdb\u884c\u540c\u6b65\u66f4\u65b0\uff1a<\/span><\/p>\n<p style=\"margin-bottom: 5px; margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u201c\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012\u201d\uff08\u5fae\u4fe1\u53f7netsci\uff09<\/span><\/p>\n<p style=\"margin-bottom: 5px; margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 14px;\">https:\/\/www.complexly.me \uff08\u63d0\u4f9bRSS\u8ba2\u9605\uff09<\/span><\/p>\n<\/blockquote>\n<section style=\"line-height: 25.6px;\">\n<section>\n<hr \/>\n<div class=\"post-image\"><img style=\"letter-spacing: 0.5px; width: 64px !important;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/11\/swarma9-1543410015.gif\" alt=\"\u96c6\u667a\" width=\"100%\" \/><\/div>\n<section>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; text-align: center;\">\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px;\">\n<section>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 15px;\">\n<section><strong>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/strong><\/p>\n<p><strong>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/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>\u25c6\u25c6\u25c6<\/strong><\/strong><\/h1>\n<\/section>\n<p><strong><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/p>\n<p><strong><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/p>\n<section><img style=\"width: auto !important;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/11\/swarma5-1543410015.jpeg\" alt=\"\u96c6\u667a\" width=\"auto\" \/><\/p>\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<blockquote class=\"keep-source\"><p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08 \u96c6\u667a\u4ff1\u4e50\u90e8 \uff09\uff1a<a href=\"http:\/\/mp.weixin.qq.com\/s?timestamp=1543410012&amp;src=3&amp;ver=1&amp;signature=e*2bHSbk9yaJ29tOnflALeIZ6z5KBvvW9jMdkml9cQWF0beZrWWbohp2dty-8swI8HHR2e9qgGrpIPECHjTFWgNqGuVGTnBVoC*VsV59C4v67UN6rJmTzAIjKhGg0R4lqVSvhqdUKZliWVvLNjQWy2JR-jD5q1wk6PIMLLISEzU=\" target=\"_blank\" rel=\"noopener\">\u96c6\u667a<\/a><\/p><\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012\uff1a \u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7f51\u7edc\u7ed3\u6784\u4e0e\u7528\u6237\u884c\u4e3a\u7684\u534f\u540c\u6f14\u5316\u6a21\u578b\uff1a\u4ee5\u7f51\u7edc\u9a71\u52a8\u5185\u5bb9\u751f\u6210\u4e3a\u4f8b; \u6539\u8fdb\u7684\u8c22\u6797\u7c7b\u578b\u81ea\u65cb\u7cfb\u7edf\u7684\u4e0d\u5bb9\u5fcd\u95f4\u9694\u548c\u5927\u5c0f\u754c\u9650; \u4e0d\u5b8c\u5168\u4fe1\u606f\u3001\u6709\u9650\u7406\u6027\u548c\u4fe1\u606f\u5171\u4eab\u7684\u65e5\u5e38\u52a8\u6001\u4ea4\u901a\u5206\u914d; DynamicGEM\uff1a\u52a8\u6001\u56fe\u5d4c\u5165\u65b9\u6cd5\u5e93; \u91cf\u5316\u4f17\u5305\u8f66\u961f\u7684\u611f\u77e5\u80fd\u529b; \u4e0d\u540c\u5bc6\u5ea6\u4e0b\u76f4\u7ebf\u8d70\u5eca\u8001\u5e74\u4eba\u6d41\u7684\u57fa\u672c\u56fe\u8868; \u5bf9\u793e\u4ea4&#8230;<\/p>\n","protected":false},"author":1,"featured_media":13891,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[27],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/13243"}],"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=13243"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/13243\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/13891"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13243"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=13243"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=13243"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=13243"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}