{"id":16988,"date":"2019-09-11T18:02:38","date_gmt":"2019-09-12T09:50:06","guid":{"rendered":"https:\/\/swarma.org\/?p=16988"},"modified":"2019-09-12T17:50:09","modified_gmt":"2019-09-12T09:50:09","slug":"b15a3c49d3","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=16988","title":{"rendered":"\u4ece\u52a8\u529b\u5b66\u89d2\u5ea6\u770b\u7f51\u7edc\u7ed3\u6784\u7684\u4e0d\u786e\u5b9a\u6027 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901223\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages aligncenter\" style=\"width: 558px;height: 322px\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/09\/swarma3-1568281807.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/p>\n<p><strong>\u6838\u5fc3\u901f\u9012<\/strong><\/p>\n<ul class=\"list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-size: 15px\">\u4ece\u52a8\u529b\u5b66\u89d2\u5ea6\u770b\u7f51\u7edc\u7ed3\u6784\u7684\u4e0d\u786e\u5b9a\u6027;<\/span><\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4f7f\u7528\u6f5c\u5728\u56fe\u5377\u79ef\u7f51\u7edc\u8fdb\u884c\u590d\u6742\u591a\u56fe\u7684\u7aef\u5230\u7aef\u5b66\u4e60;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">GitHub\u751f\u6001\u7cfb\u7edf\u7684\u5927\u89c4\u6a21\u591a\u4e3b\u4f53\u6570\u636e\u9a71\u52a8\u6a21\u62df;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u57fa\u4e8e\u95f2\u8a00\u788e\u8bed\u7684\u666e\u9002\u63a8\u8350\u7cfb\u7edf\u4fe1\u606f\u4f20\u64ad;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u4e16\u754c-\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u4e2d\u4f7f\u7528\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u53d1\u73b0\u53ef\u6301\u7eed\u7ba1\u7406\u6218\u7565;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">FCNHSMRA_HRS\uff1a\u4f7f\u7528\u8d44\u6e90\u5206\u914d\u65b9\u6cd5\u6539\u5584\u7535\u5f71\u6df7\u5408\u63a8\u8350\u7cfb\u7edf\u7684\u6027\u80fd;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">CUPCF\uff1a\u5728\u534f\u540c\u8fc7\u6ee4\u4e2d\u7ed3\u5408\u7528\u6237\u9996\u9009\u9879\u4ee5\u83b7\u5f97\u66f4\u4f18\u63a8\u8350;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4f7f\u7528\u534f\u540c\u65e0\u4eba\u673a\u7684\u57ce\u5e02VANET\u6309\u9700\u8def\u7531;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u7f51\u7edc\u5408\u4f5c\u7684\u6f14\u5316\uff1a\u8054\u7cfb\u7d27\u5bc6\u7684\u5408\u4f5c\u4f19\u4f34\u53ef\u4ee5\u52a0\u5f3a\u5408\u4f5c\uff0c\u4f46\u906d\u5230\u7279\u6d1b\u4f0a\u6728\u9a6c\u7684\u62b5\u5236;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u6309\u9700\u5171\u4eab\u51fa\u884c\u6548\u7387\u7684\u62d3\u6251\u666e\u904d\u6027;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u52a8\u6001\u56fe\u4e2d\u56e0\u679c\u7ed3\u6784\u7684\u9ad8\u9636\u53ef\u89c6\u5316\u6280\u672f;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u793e\u4f1a\u7f51\u7edc\u4e0a\u7684\u540c\u8d28\u5316\u6539\u53d8\u4e86\u7ade\u4e89\u4fe1\u606f\u4f20\u64ad\u4e2d\u7684\u6f14\u5316\u4f18\u52bf;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728Twitter\u4e0a\u81ea\u52a8\u8bc6\u522b\u6bd4\u8f83\u7ec4\u4ee5\u83b7\u5f97\u598a\u5a20\u7ed3\u5c40\u7684\u6570\u5b57\u6d41\u884c\u75c5\u5b66\u4fe1\u606f;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u57fa\u4e8e\u5e7f\u4e49\u7fa4\u7ec4\u7684\u7f51\u7edc\u4f20\u64ad\u8fc7\u7a0b\u6d41\u884c\u75c5\u6a21\u578b\uff1aGgroupEM;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u8ba1\u7b97\u653f\u6cbb\u5b66\u7814\u7a76\u7efc\u8ff0;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u63a7\u5236\u8fdc\u8ddd\u79bb\u63a5\u89e6\u4ee5\u51cf\u5c11\u65e0\u5e8f\u590d\u6742\u7f51\u7edc\u4e0a\u7684\u75be\u75c5\u4f20\u64ad;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u6570\u5b57\u5783\u573e\u90ae\u4ef6\u7684\u5386\u53f2;<\/span><\/section>\n<\/li>\n<li>\n<p><span style=\"font-size: 15px\">\u5f53\u4f60\u7684\u670b\u53cb\u6210\u4e3a\u5356\u5bb6\uff1a<\/span><span style=\"font-size: 15px\">\u793e\u4ea4\u5546\u52a1\u7f51\u7ad9\u5317\u7535\u7684\u5b9e\u8bc1\u7814\u7a76;<\/span><\/p>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5927\u56fe\u63a8\u7406\u7684\u53ef\u6269\u5c55\u89e3\u91ca;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u590d\u6742\u7f51\u7edc\u7684\u795e\u7ecf\u52a8\u529b\u5b66;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5229\u7528\u8bed\u5883\u7ef4\u5ea6\u5bf9\u793e\u4f1a\u5a92\u4f53\u4e0a\u7684\u4f0a\u65af\u5170\u6781\u7aef\u4e3b\u4e49\u4f20\u64ad\u8fdb\u884c\u5efa\u6a21\uff1a\u5b97\u6559\u3001\u610f\u8bc6\u5f62\u6001\u548c\u4ec7\u6068;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u56fe\u5d4c\u5165\u8bc4\u4f30\u7684\u57fa\u51c6;<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5173\u7cfb\u4e8b\u4ef6\u8fde\u7eed\u65f6\u95f4\u7f51\u7edc\u4e2d\u7684\u4e00\u81f4\u793e\u533a\u68c0\u6d4b;<\/span><\/section>\n<\/li>\n<\/ul>\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\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>1. \u4ece\u52a8\u529b\u5b66\u89d2\u5ea6\u770b<\/strong><\/span><\/p>\n<p><span><strong>\u7f51\u7edc\u7ed3\u6784\u7684\u4e0d\u786e\u5b9a\u6027<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"font-size: 15px\"><\/span><\/p>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\"><strong>\u539f\u6587\u6807\u9898\uff1a<\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\">Indetermination of networks structure from the dynamics perspective<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\"><strong>\u5730\u5740\uff1a<\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\">http:\/\/arxiv.org\/abs\/1908.06339<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\"><strong>\u4f5c\u8005\uff1a<\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\">Malbor Asllani, Bruno Requiao da Cunha, Ernesto Estrada, James P. Gleeson<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\">\n<p style=\"margin-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\"><strong>\u6458\u8981\uff1a<\/strong>\u7f51\u7edc\u88ab\u666e\u904d\u8ba4\u4e3a\u662f\u5927\u578b\u591a\u7ec4\u4ef6\u7cfb\u7edf\u7684\u590d\u6742\u4ea4\u4e92\u7ed3\u6784\u3002\u4e3a\u4e86\u786e\u5b9a\u6bcf\u4e2a\u8282\u70b9\u5728\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u4f5c\u7528\uff0c\u5df2\u7ecf\u5f00\u53d1\u4e86\u51e0\u79cd\u4e2d\u5fc3\u6027\u6d4b\u91cf\u3002\u8fd9\u4e9b\u62d3\u6251\u7279\u5f81\u5bf9\u4e8e\u5b83\u4eec\u5728\u7f51\u7edc\u7cfb\u7edf\u4e2d\u52a8\u6001\u8fc7\u7a0b\u4e2d\u4f5c\u7528\u4e5f\u5f88\u91cd\u8981\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u8ba4\u4e3a\u8282\u70b9\u7684\u52a8\u6001\u6d3b\u52a8\u53ef\u80fd\u4f1a\u5f3a\u70c8\u91cd\u5851\u5b83\u4eec\u5728\u7f51\u7edc\u5185\u90e8\u7684\u76f8\u5173\u6027\uff0c\u4f7f\u5f97\u4e2d\u5fc3\u6027\u5ea6\u91cf\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\u5177\u6709\u8bef\u5bfc\u6027\u3002\u6211\u4eec\u8ba4\u4e3a\u5f53\u8282\u70b9\u672c\u5730\u7ea7\u522b\u53d1\u751f\u52a8\u6001\u6bd4\u8282\u70b9\u4e4b\u95f4\u7684\u5168\u5c40\u52a8\u6001\u6162\u65f6\uff0c\u7cfb\u7edf\u53ef\u80fd\u4f1a\u5931\u53bb\u5bf9\u7ed3\u6784\u7279\u5f81\u7684\u8ddf\u8e2a\u3002\u76f8\u53cd\uff0c\u5f53\u8be5\u6bd4\u7387\u53cd\u8f6c\u65f6\uff0c\u5219\u6211\u53ea\u80fd\u6062\u590d\u8bf8\u5982\u6700\u77ed\u8ddd\u79bb\u7684\u5168\u5c40\u5c5e\u6027\u3002\u4ece\u7f51\u7edc\u63a8\u7406\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u8fd9\u6784\u6210\u4e86\u4e0d\u786e\u5b9a\u6027\u539f\u7406\uff0c\u5728\u67d0\u79cd\u610f\u4e49\u4e0a\u5b83\u9650\u5236\u4e86\u5173\u4e8e\u7ed3\u6784\u591a\u5206\u8fa8\u7387\u4fe1\u606f\u7684\u63d0\u53d6\uff0c\u7279\u522b\u662f\u5728\u5b58\u5728\u566a\u58f0\u65f6\u3002\u4e3a\u4e86\u9610\u8ff0\u7684\u76ee\u7684\uff0c\u6211\u4eec\u8868\u660e\u5bf9\u4e8e\u5177\u6709\u4e0d\u540c\u65f6\u95f4\u5c3a\u5ea6\u7ed3\u6784\u7684\u7f51\u7edc\uff0c\u4f8b\u5982\u5f3a\u6a21\u5757\u6027\uff0c\u5feb\u901f\u5168\u5c40\u52a8\u529b\u5b66\u7684\u5b58\u5728\u610f\u5473\u7740\u4e0d\u53ef\u80fd\u7cbe\u786e\u5730\u63a8\u65ad\u51fa\u793e\u533a\u7ed3\u6784\u3002<\/p>\n<h3 class=\"ql-long-21575592\"><\/h3>\n<p class=\"ql-align-justify ql-long-22671257\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>2.\u4f7f\u7528\u6f5c\u5728\u56fe\u5377\u79ef\u7f51\u7edc<\/strong><\/span><\/p>\n<p><span><strong>\u8fdb\u884c\u590d\u6742\u591a\u56fe\u7684\u7aef\u5230\u7aef\u5b66\u4e60<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">End-to-End Learning from Complex Multigraphs with Latent Graph Convolutional 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\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05365<\/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\"><\/span><span style=\"font-size: 15px\">Floris Hermsen, Peter Bloem, Fabian Jansen, Wolf Vos<\/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\"><\/span><span style=\"font-size: 15px\">\u6211\u4eec\u7814\u7a76\u4e86\u590d\u6742\u591a\u56fe\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u95ee\u9898\uff0c\u5728\u4e24\u4e2a\u9876\u70b9\u4e4b\u95f4\u6709\u5927\u91cf\u7684\u8fb9\uff0c\u6bcf\u6761\u8fb9\u90fd\u6709\u4e30\u5bcc\u7684\u4fe1\u606f\u3002<\/span><span style=\"font-size: 15px\">\u6b64\u7c7b\u56fe\u8868\u5b9e\u4f8b\u5305\u62ec\u91d1\u878d\u4ea4\u6613\u3001\u901a\u4fe1\u7f51\u7edc\u6216\u673a\u573a\u95f4\u7684\u822a\u73ed\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u63d0\u51fa\u4e86\u9690\u56fe\u5377\u79ef\u7f51\u7edc(L-GCNs)\uff0c\u5b83\u53ef\u4ee5\u6210\u529f\u5730\u5c06\u4fe1\u606f\u4ece\u8fd9\u4e9b\u8fb9\u7f18\u6807\u7b7e\u4f20\u64ad\u5230\u4e00\u4e2a\u6f5c\u5728\u90bb\u63a5\u5f20\u91cf\uff0c\u7136\u540e\u5b8c\u6210\u8fdb\u4e00\u6b65\u4f20\u64ad\u548c\u4e0b\u6e38\u4efb\u52a1\uff0c\u5982\u8282\u70b9\u5206\u7c7b\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u8bc4\u4f30\u4e86\u8be5\u6a21\u578b\u5728\u4e24\u4e2a\u6a21\u62df\u91d1\u878d\u4ea4\u6613\u7f51\u7edc\u6b3a\u8bc8\u7684\u6570\u636e\u96c6\u7684\u591a\u4e2a\u53d8\u4f53\u7684\u6027\u80fd\uff0c\u4ee5\u786e\u4fdd\u8be5\u6a21\u578b\u5fc5\u987b\u4f7f\u7528\u8fb9\u7f18\u6807\u7b7e\u6765\u5b9e\u73b0\u826f\u597d\u5206\u7c7b\u6027\u80fd\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u53d1\u73b0\uff0c\u5141\u8bb8\u5728\u6bcf\u4e2a\u90bb\u5c45\u57fa\u7840\u4e0a\u8fdb\u884c\u975e\u7ebf\u6027\u4ea4\u4e92\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6027\u80fd\uff0c\u540c\u65f6\u5728\u5f52\u7eb3\u8bbe\u7f6e\u4e2d\u4e5f\u663e\u793a\u51fa\u6709\u5e0c\u671b\u7684\u7ed3\u679c\u3002<\/span><\/p>\n<p class=\"ql-align-justify ql-long-22671257\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>3. \u5bf9GitHub\u751f\u6001\u7cfb\u7edf\u7684<\/strong><\/span><\/p>\n<p><span><strong>\u5927\u89c4\u6a21\u591a\u4e3b\u4f53\u6570\u636e\u9a71\u52a8\u6a21\u62df<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">Massive Multi-Agent Data-Driven Simulations of the GitHub Ecosystem<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05437<\/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\"><\/span><span style=\"font-size: 15px\">Jim Blythe, John Bollenbacher, Di Huang, Pik-Mai Hui, Rachel Krohn, Diogo Pacheco, Goran Muric, Anna Sapienza, Alexey Tregubov, Yong-Yeol Ahn, Alessandro Flammini, Kristina Lerman, Filippo Menczer, Tim Weninger, Emilio Ferrara<\/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\">\u6a21\u62df\u548c\u9884\u6d4b\u884c\u661f\u5c3a\u5ea6\u7684\u6280\u672f\u793e\u4f1a\u7cfb\u7edf\u5bf9\u8ba1\u7b97\u548c\u5efa\u6a21\u63d0\u51fa\u4e86\u5de8\u5927\u7684\u6311\u6218\u3002DARPA SocialSim\u9879\u76ee\u901a\u8fc7\u5927\u89c4\u6a21\u7684\u591a\u4e3b\u4f53\u6a21\u62df\uff0c\u4e3aGitHub(\u4e00\u4e2a\u5927\u578b\u534f\u540c\u8f6f\u4ef6\u5f00\u53d1\u751f\u6001\u7cfb\u7edf)\u7684\u53d1\u5c55\u5efa\u7acb\u6a21\u578b\u3002\u6211\u4eec\u63cf\u8ff0\u4e86\u6700\u597d\u7684\u6027\u80fd\u6a21\u578b\u548c\u57fa\u4e8e\u4e3b\u4f53\u7684\u4eff\u771f\u6846\u67b6\uff0c\u76ee\u524d\u6211\u4eec\u6b63\u5728\u6269\u5c55\u8be5\u6846\u67b6\uff0c\u4ee5\u4fbf\u7528\u4e8e\u6a21\u62df\u5176\u4ed6\u884c\u661f\u7ea7\u7684\u6280\u672f\u793e\u4f1a\u7cfb\u7edf.\u6311\u6218\u95ee\u9898\u901a\u8fc7\u57fa\u4e8e\u4e3b\u4f53\u7684\u6a21\u62df\u4ee5\u53ca\u5730\u9762\u5b9e\u51b5\u7684\u5927\u89c4\u6a21\u6d4b\u91cf\uff0c\u6d4b\u91cf\u4e86\u53c2\u4e0e\u8005\u5728\u7ed9\u5b9a30\u4e2a\u6708GitHub\u4e0a\u7684\u7528\u6237\u6d3b\u52a8\u5143\u6570\u636e\u60c5\u51b5\u4e0b\uff0c\u9884\u6d4b\u672a\u6765\u51e0\u4e2a\u6708\u6d3b\u52a8\u7684\u80fd\u529b\u3002\u8fd9\u4e2a\u6311\u6218\u8981\u6c42\u5c06\u6a21\u62df\u8303\u56f4\u6269\u5c55\u5230\u5927\u7ea6300\u4e07\u4e2a\u5bf9\u8c61\uff0c\u751f\u6210\u603b\u51713000\u4e07\u4e2a\u64cd\u4f5c\uff0c\u5e76\u5728\u5546\u7528\u786c\u4ef6\u4e0a\u8fd0\u884c600\u4e07\u4e2a\u5b58\u50a8\u5e93\u3002\u6700\u4f18\u5730\u4f7f\u7528\u6570\u636e\u9884\u6d4b\u5bf9\u8c61\u7684\u4e0b\u4e00\u6b65\u52a8\u4f5c\u4e5f\u5f88\u91cd\u8981\u3002\u6211\u4eec\u63cf\u8ff0\u4e86\u5176\u4e2d\u4e00\u4e2a\u83b7\u80dc\u56e2\u961f\u5728\u6311\u6218\u4e2d\u4f7f\u7528\u7684\u4e3b\u4f53\u6846\u67b6\u548c\u6570\u636e\u5206\u6790\u3002\u57fa\u4e8e\u591a\u79cd\u673a\u5668\u5b66\u4e60\u548c\u7edf\u8ba1\u65b9\u6cd5\uff0c\u5bf9\u516d\u79cd\u4e0d\u540c\u7684\u4e3b\u4f53\u6a21\u578b\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002\u867d\u7136\u6ca1\u6709\u4e00\u79cd\u65b9\u6cd5\u88ab\u8bc1\u660e\u5728\u6bcf\u4e2a\u6307\u6807\u4e0a\u90fd\u662f\u6700\u7cbe\u786e\u7684\uff0c\u4f46\u4ece\u6bcf\u4e2a\u6a21\u578b\u7684\u5b58\u50a8\u5e93\u4ee5\u53ca\u5e73\u7a33\u6982\u7387\u6d3b\u52a8\u7684\u5206\u5e03\u4e2d\u53d6\u6837\u7684\u65b9\u6cd5\u57fa\u672c\u4e0a\u662f\u6700\u6210\u529f\u7684\u3002\u8fd9\u4e9b\u6a21\u578b\u7684\u6210\u529f\u6709\u4e24\u4e2a\u539f\u56e0\uff0c\u4e00\u662f\u5b83\u4eec\u4f7f\u7528\u4e86\u6bcf\u4e2a\u6a21\u578b\u4e0d\u540c\u7279\u6027\uff0c\u4e8c\u662fGitHub\u7528\u6237\u6539\u53d8\u5176\u884c\u4e3a\u7684\u901f\u5ea6\u76f8\u5bf9\u8f83\u6162\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<p class=\"ql-align-justify ql-long-22671257\">\n<h3 class=\"ql-long-22671257\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>4. \u666e\u9002\u63a8\u8350\u7cfb\u7edf\u4e2d\u57fa\u4e8e<\/strong><\/span><\/p>\n<p><span><strong>\u95f2\u8a00\u7b97\u6cd5\u7684\u4fe1\u606f\u4f20\u64ad<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">On Gossip-based Information Dissemination in Pervasive 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\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05544<\/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\"><\/span><span style=\"font-size: 15px\">Tobias Eichinger, Felix Beierle, Robin Papke, Lucas Rebscher, Hong Chinh Tran, Magdalena Trzeciak<\/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\"><\/span><span style=\"font-size: 15px\">\u666e\u9002\u8ba1\u7b97\u7cfb\u7edf\u91c7\u7528\u5206\u5e03\u5f0f\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\uff0c\u4ee5\u4fbf\u4ee5\u968f\u65f6\u968f\u5730\u7684\u65b9\u5f0f\u6536\u96c6\u3001\u901a\u4fe1\u548c\u5904\u7406\u6570\u636e\u3002<\/span><span style=\"font-size: 15px\">\u5f53\u7136\uff0c\u6700\u7a81\u51fa\u7684\u8bbe\u5907\u662f\u667a\u80fd\u624b\u673a\uff0c\u56e0\u4e3a\u5b83\u7684\u5e7f\u6cdb\u6269\u6563\u3001\u4e0d\u65ad\u589e\u957f\u7684\u8ba1\u7b97\u80fd\u529b\u548c\u65e0\u7ebf\u7f51\u7edc\u80fd\u529b\u3002<\/span><span style=\"font-size: 15px\">\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u6211\u4eec\u56de\u987e\u4e86\u53e3\u8bed\u6570\u5b57\u5316\u7684\u5b9e\u73b0\uff0c\u5b83\u5efa\u8bae\u5728\u79bb\u7ebf\u548c\u76f4\u63a5\u63a5\u8fd1\u7684\u667a\u80fd\u624b\u673a\u4e4b\u95f4\u4ea4\u6362\u4ea7\u54c1\u504f\u597d\u3002<\/span><span style=\"font-size: 15px\">\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u534f\u4f5c\u548c\u5206\u6563\u5730\u6536\u96c6\u6570\u636e\u6709\u4e24\u4e2a\u597d\u5904\u3002<\/span><span style=\"font-size: 15px\">\u9996\u5148\uff0c\u5b83\u5141\u8bb8\u9644\u52a0\u5bf9\u4e8e\u5b9e\u4f8b\u654f\u611f\u4f4d\u7f6e\u76f8\u5173\u4fe1\u606f\uff0c\u4ee5\u4e30\u5bcc\u6240\u6536\u96c6\u9879\u76ee\u504f\u597d\uff0c\u4ece\u800c\u63d0\u9ad8\u5728\u7ebf\u8bbe\u5907\u7684\u63a8\u8350\u6027\u3002<\/span><span style=\"font-size: 15px\">\u5176\u6b21\uff0c\u6a21\u578b\u6784\u5efa\u4e0d\u9700\u8981\u7f51\u7edc\u8fde\u63a5\u3002<\/span><span style=\"font-size: 15px\">\u5c3d\u7ba1\u6709\u8fd9\u4e9b\u597d\u5904\uff0c\u4f46\u8fd9\u79cd\u65b9\u6cd5\u81ea\u7136\u4f1a\u5f15\u53d1\u6570\u636e\u9690\u79c1\u548c\u6570\u636e\u7a00\u7f3a\u95ee\u9898\u3002<\/span><span style=\"font-size: 15px\">\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e24\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u63a8\u8350Propagate\u548cFilter\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u5c06\u4f20\u7edf\u67e5\u627e\u76f8\u4f3c\u5bf9\u7b49\u70b9\u548c\u4ea4\u6362\u9879\u76ee\u504f\u597d\u65b9\u6cd5\u4ece\u5206\u6563\u7684\u9886\u57df\u8f6c\u6362\u4e3a\u666e\u904d\u63a8\u8350\u7cfb\u7edf\u9886\u57df\u3002<\/span><span style=\"font-size: 15px\">\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u5c55\u73b0\u4e86\u4e00\u4e2a\u539f\u578b\u79fb\u52a8\u7a0b\u5e8f\u7684\u521d\u6b65\u7ed3\u679c\uff0c\u8be5\u5e94\u7528\u7a0b\u5e8f\u5b9e\u73b0\u4e86\u63d0\u8bae\u8bbe\u5907\u5230\u8bbe\u5907\u7684\u4fe1\u606f\u4ea4\u6362\u3002<\/span><span style=\"font-size: 15px\">25.9\u79d2\u5e73\u5747\u70b9\u5bf9\u70b9\u8fde\u63a5\u5ef6\u8fdf\u901f\u5ea6\u548c6\u7c73\u5185\u7684\u53ef\u9760\u8fde\u63a5\u6210\u529f\u7387\u652f\u6301\u4e86\u8be5\u65b9\u6cd5\u7684\u6280\u672f\u53ef\u884c\u6027\u3002<\/span><\/p>\n<p class=\"ql-long-22671257\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>5.\u5728\u4e16\u754c-\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u4e2d\u4f7f\u7528<\/strong><\/span><\/p>\n<p><span><strong>\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u53d1\u73b0\u53ef\u6301\u7eed\u7ba1\u7406\u6218\u7565<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">Deep reinforcement learning in World-Earth system models to discover sustainable management strategies<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05567<\/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\"><\/span><span style=\"font-size: 15px\">Felix M. Strnad, Wolfram Barfuss, Jonathan F. Donges, Jobst Heitzig<\/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\">\u65e5\u76ca\u590d\u6742\u7684\u975e\u7ebf\u6027\u4e16\u754c-\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u88ab\u7528\u6765\u63cf\u8ff0\u751f\u7269\u7269\u7406-\u5730\u7403\u7cfb\u7edf\u7684\u52a8\u529b\u5b66\u548c\u4eba\u7c7b\u793e\u4f1a\u7684\u793e\u4f1a\u7ecf\u6d4e\u548c\u6587\u5316\u4e16\u754c\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002\u8fd9\u4e9b\u6a21\u578b\u4e2d\uff0c\u4e3a\u51b3\u7b56\u8005\u548c\u66f4\u5e7f\u6cdb\u7684\u516c\u4f17\u63d0\u4f9b\u4fe1\u606f\uff0c\u786e\u5b9a\u901a\u5411\u53ef\u6301\u7eed\u672a\u6765\u7684\u9014\u5f84\uff0c\u4f8b\u5982\u5bfc\u81f4\u5f3a\u6709\u529b\u5730\u51cf\u7f13\u5371\u9669\u7684\u4eba\u4e3a\u6c14\u5019\u53d8\u5316\u7684\u9014\u5f84\uff0c\u662f\u6c14\u5019\u7814\u7a76\u548c\u66f4\u5e7f\u6cdb\u7684\u5730\u7403\u7cfb\u7edf\u79d1\u5b66\u9886\u57df\u4e2d\u4e00\u9879\u5177\u6709\u6311\u6218\u6027\u548c\u5e7f\u6cdb\u8c03\u67e5\u7684\u4efb\u52a1\u3002<\/span><span style=\"font-size: 15px\">\u5f53\u9700\u8981\u8003\u8651\u907f\u514d\u8d8a\u8fc7\u5730\u7403\u8fb9\u754c\u548c\u793e\u4f1a\u57fa\u7840\u7684\u9650\u5236\u65f6\uff0c\u8fd9\u4e00\u95ee\u9898\u5c31\u7279\u522b\u56f0\u96be\u3002<\/span><span style=\"font-size: 15px\">\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u5efa\u8bae\u5c06\u6700\u8fd1\u53d1\u5c55\u7684\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5373\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60(DRL)\uff0c\u4e0e\u4e16\u754c-\u5730\u7403\u7cfb\u7edf\u4e2d\u8f68\u8ff9\u7684\u7ecf\u5178\u5206\u6790\u76f8\u7ed3\u5408\u3002<\/span><span style=\"font-size: 15px\">\u57fa\u4e8eagent-environment\u63a5\u53e3\u7684\u6982\u5ff5\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u80fd\u591f\u5728\u5730\u7403\u7cfb\u7edf\u7684\u53ef\u53d8\u53ef\u7ba1\u7406\u73af\u5883\u6a21\u578b\u4e2d\u8fdb\u884c\u64cd\u4f5c\u548c\u5b66\u4e60\u7684\u667a\u80fd\u4f53\u3002<\/span><span style=\"font-size: 15px\">\u901a\u8fc7\u5c06DRL\u7b97\u6cd5\u5e94\u7528\u4e8e\u4e24\u4e2a\u7a0b\u5f0f\u5316\u7684\u4e16\u754c-\u5730\u7403\u7cfb\u7edf\u6a21\u578b\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u8be5\u6846\u67b6\u7684\u6f5c\u529b\u3002<\/span><span style=\"font-size: 15px\">\u4ece\u6982\u5ff5\u4e0a\u8bb2\uff0c\u6211\u4eec\u56e0\u6b64\u63a2\u8ba8\u4e86\u5bfb\u627e\u65b0\u7684\u5168\u7403\u6cbb\u7406\u653f\u7b56\u7684\u53ef\u884c\u6027\uff0c\u8fd9\u4e9b\u653f\u7b56\u53ef\u5f15\u5bfc\u8fdb\u5165\u53d7\u67d0\u4e9b\u5730\u7403\u548c\u793e\u4f1a\u7ecf\u6d4e\u8fb9\u754c\u9650\u5236\u7684\u5b89\u5168\u548c\u516c\u6b63\u7684\u8fd0\u4f5c\u7a7a\u95f4\u3002<\/span><span style=\"font-size: 15px\">\u4eba\u5de5\u667a\u80fd\u667a\u80fd\u4f53\u5b66\u4e60\u4e86\u89e3\u5230\uff0c\u5bf9\u78b3\u6392\u653e\u5f81\u7a0e\u548c\u5bf9\u53ef\u518d\u751f\u80fd\u6e90\u63d0\u4f9b\u8865\u8d34\u7684\u7279\u5b9a\u7ec4\u5408\u7684\u65f6\u673a\uff0c\u5bf9\u4e8e\u5bfb\u627e\u957f\u671f\u53ef\u6301\u7eed\u7684\u4e16\u754c-\u5730\u7403\u7cfb\u7edf\u8f68\u8ff9\u81f3\u5173\u91cd\u8981\u3002<\/span><\/p>\n<p class=\"ql-long-22671257\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>6. FCNHSMRA_HRS\uff1a\u4f7f\u7528\u8d44\u6e90\u5206<\/strong><\/span><\/p>\n<p><span><strong>\u914d\u65b9\u6cd5\u6539\u5584\u7535\u5f71\u6df7\u5408\u63a8\u8350\u7cfb\u7edf\u6027\u80fd<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">FCNHSMRA_HRS: Improve the performance of the movie hybrid recommender system using resource allocation approach<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05608<\/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\"><\/span><span style=\"font-size: 15px\">Mostafa Khalaji, Nilufar Mohammadnejad<\/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\"><\/span><span style=\"font-size: 15px\">\u63a8\u8350\u7cfb\u7edf\u662f\u80fd\u591f\u5411\u7528\u6237\u63d0\u4f9b\u6700\u5408\u9002\u7684\u670d\u52a1\u548c\u4ea7\u54c1\u7684\u7cfb\u7edf\u3002<\/span><span style=\"font-size: 15px\">\u901a\u8fc7\u7279\u5b9a\u7684\u65b9\u6cd5\u548c\u6280\u672f\uff0c\u63a8\u8350\u7cfb\u7edf\u5c1d\u8bd5\u8bc6\u522b\u6700\u5408\u9002\u7684\u9879\u76ee\uff0c\u4f8b\u5982\u4fe1\u606f\u548c\u5546\u54c1\u7684\u7c7b\u578b\uff0c\u5e76\u63d0\u51fa\u6700\u63a5\u8fd1\u7528\u6237\u7684\u54c1\u5473\u3002<\/span><span style=\"font-size: 15px\">\u534f\u540c\u8fc7\u6ee4\u57fa\u4e8e\u4e00\u7ec4\u7528\u6237\u8bc4\u7ea7\u6765\u63d0\u4f9b\u6d3b\u52a8\u7528\u6237\u7684\u5efa\u8bae\u3002<\/span><span style=\"font-size: 15px\">\u662f\u63a8\u8350\u7cfb\u7edf\u4e2d\u627e\u5230\u76f8\u540c\u54c1\u5473\u7684\u4eba\u7684\u6700\u7b80\u5355\u4e14\u6700\u6613\u7406\u89e3\u548c\u6210\u529f\u7684\u6a21\u578b\u4e4b\u4e00\u3002<\/span><span style=\"font-size: 15px\">\u5728\u8be5\u6a21\u578b\u4e2d\uff0c\u968f\u7740\u7528\u6237\u548c\u7535\u5f71\u6570\u91cf\u7684\u589e\u52a0\uff0c\u7cfb\u7edf\u5177\u6709\u53ef\u6269\u5c55\u6027\u3002<\/span><span style=\"font-size: 15px\">\u53e6\u4e00\u65b9\u9762\uff0c\u5f53\u5173\u4e8e\u8bc4\u7ea7\u7684\u4fe1\u606f\u5f88\u5c11\u65f6\uff0c\u91cd\u8981\u7684\u662f\u8981\u6539\u5584\u7cfb\u7edf\u7684\u6027\u80fd\u3002<\/span><span style=\"font-size: 15px\">\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8eFNHSM_HRS\u7ed3\u6784\u7684\u7535\u5f71\u6df7\u5408\u63a8\u8350\u7cfb\u7edf\uff0c\u91c7\u7528\u8d44\u6e90\u5206\u914d\u65b9\u6cd5FCNHSMRA_HRS\u3002<\/span><span style=\"font-size: 15px\">FNHSM_HRS\u7ed3\u6784\u57fa\u4e8e\u542f\u53d1\u5f0f\u76f8\u4f3c\u6027\u5ea6\u91cf\uff08NHSM\uff09\u4ee5\u53ca\u6a21\u7cca\u805a\u7c7b\u7b97\u6cd5\u3002<\/span><span style=\"font-size: 15px\">\u6240\u63d0\u51fa\u7cfb\u7edf\u4f7f\u7528\u6a21\u7cca\u805a\u7c7b\u65b9\u6cd5\uff0c\u6539\u5584\u53ef\u6269\u5c55\u6027\u95ee\u9898\u5e76\u63d0\u9ad8\u4e86\u7cfb\u7edf\u63a8\u8350\u7684\u51c6\u786e\u6027\u3002<\/span><span style=\"font-size: 15px\">\u63d0\u51fa\u7cfb\u7edf\u4e0d\u4f46\u57fa\u4e8e\u534f\u540c\u8fc7\u6ee4\uff0c\u5e76\u4e14\u901a\u8fc7\u4f7f\u7528\u542f\u53d1\u5f0f\u76f8\u4f3c\u6027\u5ea6\u91cf\u4ee5\u53ca\u5e94\u7528\u8d44\u6e90\u5206\u914d\u65b9\u6cd5\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u6027\u80fd\uff0c\u51c6\u786e\u6027\u548c\u7cbe\u5ea6\u3002<\/span><span style=\"font-size: 15px\">\u4f7f\u7528\u57fa\u4e8eMovieLens\u6570\u636e\u96c6\u7684MAE\uff0cAccuracy\uff0cPrecision\u548cRecall\u6307\u6807\u7ecf\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u7cfb\u7edf\u6027\u80fd\u5f97\u5230\u4e86\u63d0\u9ad8\uff0c\u5e76\u4e14\u4e0eFNHSM_HRS\u548c\u5176\u4ed6\u76f8\u4f3c\u6027\u5ea6\u91cf\u6765\u5bfb\u627e\u76f8\u4f3c\u6027\u7684\u534f\u540c\u8fc7\u6ee4\u65b9\u6cd5\u76f8\u6bd4\uff0c\u63a8\u8350\u51c6\u786e\u6027\u6709\u6240\u63d0\u9ad8\u3002<\/span><\/p>\n<p class=\"ql-align-justify ql-long-21575592\">\n<h3 class=\"ql-long-22671257\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>7. CUPCF\uff1a\u5728\u534f\u540c\u8fc7\u6ee4\u4e2d<\/strong><\/span><\/p>\n<p><span><strong>\u7ed3\u5408\u7528\u6237\u504f\u597d\u4ee5\u83b7\u5f97\u66f4\u4f73\u63a8\u8350<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">CUPCF: Combining Users Preferences in Collaborative Filtering for Better Recommendation<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05609<\/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\"><\/span><span style=\"font-size: 15px\">Mostafa Khalaji, Nilufar Mohammadnejad<\/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\"><\/span><span style=\"font-size: 15px\">\u5982\u4f55\u5728\u670b\u53cb\u548c\u719f\u4eba\u7684\u610f\u89c1\u548c\u54c1\u5473\u4e4b\u95f4\u505a\u51fa\u6700\u4f73\u51b3\u5b9a\uff1f<\/span><span style=\"font-size: 15px\">\u63a8\u8350\u7cfb\u7edf\u53ef\u4ee5\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/span><span style=\"font-size: 15px\">\u5e38\u7528\u7b97\u6cd5\u4f7f\u7528\u76f8\u4f3c\u6027\u5ea6\u91cf\u6765\u9884\u6d4b\u6d3b\u52a8\u7528\u6237\u5bf9\u7279\u5b9a\u9879\u76ee\u7684\u54c1\u5473\u3002<\/span><span style=\"font-size: 15px\">\u6839\u636e\u51b7\u542f\u52a8\u548c\u6570\u636e\u7a00\u758f\u6027\u95ee\u9898\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5728\u7528\u6237\u7684\u7279\u5b9a\u9879\u76ee\u65e0\u6cd5\u7ed9\u51fa\u9884\u6d4b\u548c\u5efa\u8bae\u3002<\/span><span style=\"font-size: 15px\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e00\u79cd\u65b0\u7684\u63a8\u8350\u7cfb\u7edf\uff0c\u80fd\u591f\u627e\u5230\u7528\u6237\u504f\u597d\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u63d0\u4f9b\u5efa\u8bae\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u63d0\u51fa\u7684\u540d\u4e3aCUPCF\u7684\u7cfb\u7edf\u662f\u534f\u540c\u8fc7\u6ee4\u4e2d\u7684\u4e24\u4e2a\u76f8\u4f3c\u6027\u5ea6\u91cf\u7684\u7ec4\u5408\uff0c\u4ee5\u89e3\u51b3\u6570\u636e\u7a00\u758f\u6027\u95ee\u9898\u548c\u8d2b\u4e4f\u9884\u6d4b\uff08\u9ad8\u9884\u6d4b\u8bef\u5dee\u7387\uff09\u95ee\u9898\u4ee5\u83b7\u5f97\u66f4\u4f73\u63a8\u8350\u3002<\/span><span style=\"font-size: 15px\">\u57fa\u4e8eMovieLens\u6570\u636e\u96c6\u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u7ed3\u5408\u7528\u6237\u6700\u8fd1\u90bb\u5c45\u7684\u504f\u597d\uff0c\u7cfb\u7edf\u9519\u8bef\u7387\u4e0e\u4e00\u4e9b\u6700\u5148\u8fdb\u7684\u63a8\u8350\u65b9\u6cd5\u76f8\u6bd4\u6709\u6240\u63d0\u9ad8\u3002<\/span><span style=\"font-size: 15px\">\u6b64\u5916\uff0c\u7ed3\u679c\u8868\u660eCUPCF\u7684\u6548\u7387\uff0c\u5b83\u7684\u6700\u5927\u6539\u8fdb\u8bef\u5dee\u7387\u4e3a15.5\uff05\uff0c\u5176\u7cfb\u7edf\u51c6\u786e\u5ea6\uff0c\u7cbe\u5ea6\u548c\u91cd\u73b0\u7387\u7684\u6700\u5927\u503c\u5206\u522b\u4e3a0.91402,0.91436\u548c0.9974\u3002<\/span><\/p>\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\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>8.\u4f7f\u7528\u534f\u540c\u65e0\u4eba\u673a\u5728\u57ce\u5e02<\/strong><\/span><\/p>\n<p><span><strong>\u8f66\u8f7d\u7f51\u7edcVANET\u5bfb\u627e\u6309\u9700\u8def\u7531<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">On-Demand Routing for Urban VANETs using Cooperating UAVs<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05905<\/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\"><\/span><span style=\"font-size: 15px\">Omar Sami Oubbati, Noureddine Chaib, Abderrahmane Lakas, Salim Bitam<\/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\"><\/span><span style=\"font-size: 15px\">\u8f66\u8f86\u70b9\u5bf9\u70b9\u7f51\u7edc(vanet)\u7684\u7279\u70b9\u662f\u7531\u4e8e\u8f66\u8f86\u65b9\u5411\u7684\u7a81\u7136\u53d8\u5316\u800c\u4ea7\u751f\u7684\u9ad8\u673a\u52a8\u6027\uff0c\u5bfc\u81f4\u8def\u7531\u8def\u5f84\u9891\u7e41\u5931\u6548\u3002<\/span><span style=\"font-size: 15px\">\u5728\u5efa\u7acb\u4e24\u4e2a\u4e0d\u540c\u8f66\u8f86\u4e4b\u95f4\u7684\u8def\u7531\u8def\u5f84\u65f6\u5e94\u8003\u8651\u5230\u8fd9\u4e00\u6311\u6218\u3002<\/span><span style=\"font-size: 15px\">\u7a33\u5b9a\u6027\u548c\u8fde\u63a5\u6027\u662f\u786e\u4fdd\u5065\u58ee\u53ef\u9760\u7684\u6570\u636e\u4ea4\u4ed8\u7684\u5fc5\u8981\u6761\u4ef6\u3002<\/span><span style=\"font-size: 15px\">\u8fd9\u9879\u5de5\u4f5c\u80cc\u540e\u7684\u60f3\u6cd5\u662f\u5229\u7528\u4e00\u79cd\u65b0\u7684\u53cd\u5e94\u8def\u7531\u6280\u672f\u6765\u63d0\u4f9b\u89c4\u8303\u7684\u548c\u826f\u597d\u8fde\u63a5\u7684\u8def\u7531\u8def\u5f84\u3002<\/span><span style=\"font-size: 15px\">\u65e0\u4eba\u673a(uav)\u6216\u6240\u8c13\u7684\u65e0\u4eba\u673a\u53ef\u4ee5\u53c2\u4e0e\u53d1\u73b0\u8fc7\u7a0b\uff0c\u5e76\u6210\u4e3a\u8fd9\u4e9b\u53d1\u73b0\u8def\u5f84\u7684\u6b63\u5f0f\u6210\u5458\uff0c\u4ee5\u907f\u514d\u5728\u7f51\u7edc\u7a00\u758f\u8fde\u63a5\u65f6\u5730\u9762\u53ef\u80fd\u65ad\u5f00\u8fde\u63a5\u3002<\/span><span style=\"font-size: 15px\">\u57fa\u4e8eNS-2\u6a21\u62df\u5668\u5bf9\u8be5\u6280\u672f\u8fdb\u884c\u4e86\u4e0d\u540c\u7684\u6d4b\u8bd5\uff0c\u5e76\u4e0e\u9488\u5bf9VANETs\u7684\u76f8\u5173\u6309\u9700\u8def\u7531\u534f\u8bae\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002<\/span><span style=\"font-size: 15px\">\u6709\u8da3\u7684\u7ed3\u679c\u8868\u660e\uff0c\u663e\u793a\u51fa\u7aef\u5230\u7aef\u5ef6\u8fdf\u51cf\u5c11\u548c\u9ad8\u4ea4\u4ed8\u7387\uff0c\u8fd9\u8bc1\u660e\u8fd9\u79cd\u8f66\u8f86\u548c\u65e0\u4eba\u673a\u4e4b\u95f4\u7684\u5f02\u6784\u901a\u4fe1\u80fd\u591f\u6269\u5c55\u7f51\u7edc\u8fde\u63a5\u3002<\/span><span style=\"font-size: 15px\"><\/span><\/p>\n<p class=\"ql-align-justify\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>9. \u7f51\u7edc\u5408\u4f5c\u6f14\u5316\uff1a\u8054\u7cfb<\/strong><\/span><\/p>\n<p><span><strong>\u7d27\u5bc6\u7684\u5408\u4f5c\u4f19\u4f34\u53ef\u4ee5\u52a0\u5f3a<\/strong><\/span><\/p>\n<p><span><strong>\u5408\u4f5c\uff0c\u4f46\u906d\u5230\u7279\u6d1b\u4f0a\u6728\u9a6c\u7684\u62b5\u5236<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">Evolution of cooperation in networks: well-connected cooperators can enhance cooperation but are counteracted by Trojan horses<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05923<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u4f5c\u8005\uff1a<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">Josefine Bohr Brask, Jonatan Bohr Brask<\/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\"><\/span><span style=\"font-size: 15px\">\u5408\u4f5c\u884c\u4e3a\u5728\u81ea\u7136\u754c\u662f\u666e\u904d\u5b58\u5728\u7684\uff0c\u4f46\u89e3\u91ca\u5408\u4f5c\u662f\u5982\u4f55\u53d1\u5c55\u7684\u6784\u6210\u4e86\u4e00\u4e2a\u91cd\u5927\u7684\u79d1\u5b66\u6311\u6218\u3002<\/span><span style=\"font-size: 15px\">\u4eff\u771f\u6a21\u578b\u8868\u660e\uff0c\u793e\u4f1a\u7f51\u7edc\u7ed3\u6784\u5bf9\u5408\u4f5c\u7684\u6f14\u5316\u7a33\u5b9a\u8d77\u7740\u5173\u952e\u4f5c\u7528\u3002<\/span><span style=\"font-size: 15px\">\u7136\u800c\uff0c\u5bf9\u4e8e\u7f51\u7edc\u4e2d\u5408\u4f5c\u6f14\u53d8\u7684\u521d\u59cb\u6761\u4ef6\u7684\u91cd\u8981\u6027\uff0c\u6211\u4eec\u6240\u77e5\u4e0d\u591a\u3002<\/span><span style=\"font-size: 15px\">\u5173\u4e8e\u8fd9\u65b9\u9762\u7684\u77e5\u8bc6\u5bf9\u4e8e\u5224\u65ad\u6a21\u578b\u548c\u5b9e\u9a8c\u7684\u7ed3\u679c\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u80fd\u544a\u8bc9\u6211\u4eec\u4e00\u4e9b\u5173\u4e8e\u73b0\u5b9e\u4e16\u754c\u7684\u4e8b\u60c5\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002<\/span><span style=\"font-size: 15px\">\u672c\u6587\u5229\u7528\u57fa\u4e8e\u535a\u5f08\u8bba\u7684\u4eff\u771f\u6a21\u578b\uff0c\u7814\u7a76\u4e86\u4e0d\u540c\u7f51\u7edc\u4e2d\u5408\u4f5c\u4f19\u4f34\u521d\u59cb\u7f51\u7edc\u4f4d\u7f6e\u5bf9\u5408\u4f5c\u7684\u5f71\u54cd\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u53d1\u73b0\u5728\u65e0\u6807\u5ea6\u7f51\u7edc\u4e2d\uff0c\u5c06\u5408\u4f5c\u4f19\u4f34\u653e\u7f6e\u5728\u9ad8\u9636\u8282\u70b9\u4e0a\u53ef\u4ee5\u589e\u5f3a\u5408\u4f5c\uff0c\u800c\u5728\u6807\u51c6\u6cca\u677e\u7f51\u7edc\u4e2d\u5219\u4e0d\u80fd\u3002<\/span><span style=\"font-size: 15px\">\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5f53\u5408\u4f5c\u4f19\u4f34\u7684\u521d\u59cb\u4f4d\u7f6e\u4e0e\u8282\u70b9\u5ea6\u5b8c\u5168\u76f8\u5173\u65f6\uff0c\u5728\u589e\u52a0\u914d\u9002\u5ea6\u4e0b\uff0c\u6cca\u677e\u7f51\u7edc\u53ef\u4ee5\u4fdd\u6301\u8f83\u9ad8\u7684\u534f\u4f5c\u6c34\u5e73\uff0c\u751a\u81f3\u8d85\u8fc7\u65e0\u6807\u5ea6\u7f51\u7edc\u3002<\/span><span style=\"font-size: 15px\">\u7136\u800c\uff0c\u5f53\u76f8\u5173\u6027\u4e0d\u5b8c\u7f8e\u65f6\uff0c\u653e\u7f6e\u5728\u5408\u4f5c\u4f19\u4f34\u96c6\u7fa4\u4e2d\u7684\u53db\u9003\u8005\u53ef\u4ee5\u5145\u5f53\u7279\u6d1b\u4f0a\u6728\u9a6c\uff0c\u5141\u8bb8\u53db\u9003\u8005\u5165\u4fb5\u3002<\/span><span style=\"font-size: 15px\">\u7814\u7a76\u7ed3\u679c\u4e0d\u4ec5\u9002\u7528\u4e8e\u7f51\u7edc\u534f\u4f5c\u7684\u8ba1\u7b97\u673a\u6a21\u62df\uff0c\u800c\u4e14\u9002\u7528\u4e8e\u771f\u5b9e\u7684\u534f\u4f5c\u5b9e\u9a8c\u3002<\/span><span style=\"font-size: 15px\">\u5728\u771f\u5b9e\u7684\u534f\u4f5c\u5b9e\u9a8c\u4e2d\uff0c\u91cd\u590d\u6b21\u6570\u901a\u5e38\u8f83\u5c11\uff0c\u4e14\u53ef\u80fd\u5728\u534f\u4f5c\u5173\u7cfb\u4e0e\u7f51\u7edc\u4f4d\u7f6e\u4e4b\u95f4\u5b58\u5728\u968f\u673a\u7684\u521d\u59cb\u76f8\u5173\u5173\u7cfb\u3002<\/span><\/p>\n<p class=\"ql-align-justify ql-long-22671257\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>10.\u6309\u9700\u62fc\u8f66\u51fa\u884c<\/strong><\/span><\/p>\n<p><span><strong>\u6548\u7387\u7684\u62d3\u6251\u666e\u904d\u6027<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">Topological universality of on-demand ride-sharing 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\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05929<\/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\"><\/span><span style=\"font-size: 15px\">Nora Molkenthin, Malte Schr\u00f6der, Marc Timme<\/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\"><\/span><span style=\"font-size: 15px\">\u5728\u57ce\u5e02\u548c\u519c\u6751\u5730\u533a\uff0c\u62fc\u8f66\u53ef\u80fd\u5927\u5927\u6709\u52a9\u4e8e\u7b26\u5408\u672a\u6765\u7684\u53ef\u6301\u7eed\u4ea4\u901a\u3002<\/span><span style=\"font-size: 15px\">\u5171\u4eab\u8f66\u961f\u7684\u670d\u52a1\u8d28\u91cf\u5171\u540c\u53d6\u51b3\u4e8e\u57fa\u672c\u8857\u9053\u7f51\u7edc\u7684\u62d3\u6251\u7ed3\u6784\u3001\u65f6\u7a7a\u9700\u6c42\u5206\u5e03\u548c\u8c03\u5ea6\u7b97\u6cd5\u3002<\/span><span style=\"font-size: 15px\">\u7136\u800c\uff0c\u62fc\u8f66\u670d\u52a1\u7684\u6548\u7387\u901a\u5e38\u662f\u901a\u8fc7\u7ecf\u6d4e\u6216\u751f\u6001\u7684\u7279\u522b\u63aa\u65bd\u6765\u91cf\u5316\u7684\uff0c\u8fd9\u4e9b\u63aa\u65bd\u4e0d\u4f1a\u8f6c\u79fb\u5230\u5177\u6709\u4e0d\u540c\u7279\u5f81\u7684\u65b0\u670d\u52a1\u533a\u57df\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u6839\u636e\u5185\u5728\u7684\u5171\u4eab\u52a8\u529b\u5b66\u63a8\u5bfc\u51fa\u5173\u4e8e\u5171\u4eab\u6548\u7387\u4e00\u4e2a\u901a\u7528\u5ea6\u91cf\uff0c\u8be5\u52a8\u529b\u5b66\u9075\u5faa\u8de8\u7f51\u7edc\u62d3\u6251\u7684\u901a\u7528\u5c3a\u5ea6\u5b9a\u5f8b\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u8bc1\u660e\u4e86\u76f8\u540c\u7684\u6269\u5c55\u9002\u7528\u4e8e\u4e0d\u540c\u62d3\u6251\u7684\u8857\u9053\u7f51\u7edc\uff0c\u5305\u62ec\u57ce\u5e02\u3001\u5c9b\u5c7f\u548c\u519c\u6751\u5730\u533a\uff0c\u5e76\u4e14\u5bf9\u4fee\u6539\u8bf7\u6c42\u5206\u53d1\u548c\u5206\u6d3e\u6807\u51c6\u4e0d\u654f\u611f\u3002<\/span><span style=\"font-size: 15px\">\u8fd9\u4e9b\u7ed3\u679c\u8fdb\u4e00\u6b65\u52a0\u6df1\u4e86\u6211\u4eec\u5bf9\u5171\u4eab\u8f66\u961f\u96c6\u4f53\u52a8\u6001\u7684\u7406\u89e3\uff0c\u5e76\u53ef\u80fd\u4f7f\u6211\u4eec\u80fd\u591f\u5b9a\u91cf\u8bc4\u4f30\u5404\u79cd\u6761\u4ef6\uff0c\u4ee5\u63d0\u9ad8\u5728\u4ee5\u524d\u672a\u63d0\u4f9b\u670d\u52a1\u7684\u5730\u533a\u521b\u5efa\u7684\u53ef\u884c\u6027\u6216\u6269\u5c55\u62fc\u8f66\u670d\u52a1\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>11.\u52a8\u6001\u56fe\u4e2d\u56e0\u679c\u7ed3\u6784<\/strong><\/span><\/p>\n<p><span><strong>\u7684\u9ad8\u9636\u53ef\u89c6\u5316\u6280\u672f<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">Higher-Order Visualization of Causal Structures in Dynamics 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\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05976<\/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\"><\/span><span style=\"font-size: 15px\">Vincenzo Perri, Ingo Scholtes<\/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\"><\/span><span style=\"font-size: 15px\">\u56fe\u7ed8\u5236\u548c\u53ef\u89c6\u5316\u6280\u672f\u662f\u590d\u6742\u7cfb\u7edf\u63a2\u7d22\u6027\u5206\u6790\u7684\u91cd\u8981\u5de5\u5177\u3002<\/span><span style=\"font-size: 15px\">\u867d\u7136\u8fd9\u4e9b\u65b9\u6cd5\u7ecf\u5e38\u5e94\u7528\u4e8e\u53ef\u89c6\u5316\u590d\u6742\u7f51\u7edc\u4e0a\u7684\u6570\u636e\uff0c\u4f46\u6211\u4eec\u8d8a\u6765\u8d8a\u591a\u5730\u8bbf\u95ee\u65f6\u95f4\u5e8f\u5217\u6a21\u578b\uff0c\u4f7f\u4e4b\u5efa\u6a21\u4e3a\u65f6\u95f4\u7f51\u7edc\u6216\u52a8\u6001\u56fe\u3002<\/span><span style=\"font-size: 15px\">\u5728\u8fd9\u79cd\u52a8\u6001\u56fe\u4e2d\uff0c\u65f6\u95f4\u6807\u5fd7\u7684\u65f6\u95f4\u6392\u5e8f\u51b3\u5b9a\u4e86\u7cfb\u7edf\u7684\u56e0\u679c\u62d3\u6251\uff0c\u5373\u54ea\u4e9b\u8282\u70b9\u53ef\u4ee5\u901a\u8fc7\u6240\u8c13\u7684\u56e0\u679c\u8def\u5f84\u76f4\u63a5\u548c\u95f4\u63a5\u5730\u76f8\u4e92\u5f71\u54cd\u3002<\/span><span style=\"font-size: 15px\">\u867d\u7136\u8fd9\u79cd\u56e0\u679c\u62d3\u6251\u5bf9\u4e8e\u7406\u89e3\u52a8\u6001\u8fc7\u7a0b\uff0c\u8282\u70b9\u6216\u96c6\u7fa4\u7ed3\u6784\u7684\u4f5c\u7528\u81f3\u5173\u91cd\u8981\uff0c\u4f46\u6211\u4eec\u7f3a\u4e4f\u5c06\u6b64\u4fe1\u606f\u5408\u5e76\u5230\u9759\u6001\u53ef\u89c6\u5316\u4e2d\u7684\u56fe\u7ed8\u5236\u6280\u672f\u3002<\/span><span style=\"font-size: 15px\">\u9488\u5bf9\u8fd9\u4e00\u5dee\u8ddd\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u52a8\u6001\u56fe\u7ed8\u5236\u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e2d\u7684\u56e0\u679c\u8def\u5f84\u7684\u9ad8\u9636\u56fe\u6a21\u578b\u6765\u8ba1\u7b97\u65f6\u95f4\u611f\u77e5\u7684\u53ef\u89c6\u5316\u9759\u6001\u56fe\u3002<\/span><span style=\"font-size: 15px\">\u8fd9\u4e9b\u53ef\u89c6\u5316\u5c06\u9759\u6001\u56fe\u7684\u7b80\u5355\u6027\u4e0e\u65f6\u95f4\u611f\u77e5\u5e03\u5c40\u7b97\u6cd5\u76f8\u7ed3\u5408\uff0c\u8be5\u7b97\u6cd5\u7a81\u51fa\u4e86\u7531\u8fb9\u7684\u65f6\u95f4\u52a8\u6001\u4ea7\u751f\u7684\u56e0\u679c\u62d3\u6251\u4e2d\u7684\u6a21\u5f0f\u3002<\/span><span class=\"ql-size-14 ql-font-microsoftyahei ql-author-21575592\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>12. \u793e\u4f1a\u7f51\u7edc\u7684\u540c\u8d28\u5316\u6539\u53d8\u4e86<\/strong><\/span><\/p>\n<p><span><strong>\u7ade\u4e89\u4fe1\u606f\u4f20\u64ad\u4e2d\u7684\u6f14\u5316\u4f18\u52bf<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"font-size: 15px\"><\/span><\/p>\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\">Homophily on social networks changes evolutionary advantage in competitive information diffusion<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.05992<\/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\">Longzhao Liu, Xin Wang, Yi Zheng, Wenyi Fang, Shaoting Tang, Zhiming Zheng<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u5927\u89c4\u6a21\u793e\u4ea4\u7f51\u7edc\u4e0a\u7684\u7ade\u4e89\u4fe1\u606f\u6269\u6563\u63ed\u793a\u4e86\u8c23\u8a00\u4f20\u64ad\u7684\u57fa\u672c\u7279\u5f81\uff0c\u5e76\u5bf9\u8206\u8bba\u5f62\u6210\u6709\u7740\u6df1\u523b\u7684\u5f71\u54cd\u3002\u8fd1\u5e74\u6765\uff0c\u4eba\u4eec\u5bf9\u63a2\u7d22\u7ade\u4e89\u6f14\u5316\u7684\u52a8\u529b\u673a\u5236\u8d8a\u6765\u8d8a\u611f\u5174\u8da3\u3002\u7136\u800c\uff0c\u51b3\u5b9a\u4eba\u7c7b\u5f3a\u5927\u96c6\u4f53\u884c\u4e3a\u7684\u7fa4\u4f53\u540c\u8d28\u6027\u7684\u5f71\u54cd\u5c1a\u4e0d\u6e05\u695a\u3002\u5927\u89c4\u6a21\u793e\u4ea4\u7f51\u7edc\u4e0a\u7684\u7ade\u4e89\u4fe1\u606f\u6269\u6563\u63ed\u793a\u4e86\u8c23\u8a00\u4f20\u64ad\u7684\u57fa\u672c\u7279\u5f81\uff0c\u5e76\u5bf9\u8206\u8bba\u5f62\u6210\u6709\u7740\u6df1\u523b\u7684\u5f71\u54cd\u3002\u8fd1\u5e74\u6765\uff0c\u4eba\u4eec\u5bf9\u63a2\u7d22\u7ade\u4e89\u6f14\u5316\u7684\u52a8\u529b\u673a\u5236\u8d8a\u6765\u8d8a\u611f\u5174\u8da3\u3002\u7136\u800c\uff0c\u51b3\u5b9a\u4eba\u7c7b\u5f3a\u5927\u96c6\u4f53\u884c\u4e3a\u7684\u7fa4\u4f53\u540c\u8d28\u6027\u7684\u5f71\u54cd\u5c1a\u4e0d\u6e05\u695a\u3002\u7ed3\u679c\u8868\u660e\uff0c\u540c\u8d28\u6027\u4fc3\u8fdb\u4e86\u5206\u88c2\u7684\u201c\u56de\u97f3\u5ba4\u201d\u7684\u5f62\u6210\uff0c\u4fdd\u62a4\u5f31\u52bf\u4fe1\u606f\u4e0d\u706d\u7edd\uff0c\u4ece\u800c\u8fdb\u4e00\u6b65\u6539\u53d8\u751a\u81f3\u9006\u8f6c\u4e86\u8fdb\u5316\u4f18\u52bf\uff0c\u5373\u7ade\u4e89\u4fe1\u606f\u7684\u6700\u7ec8\u6bd4\u4f8b\u4e4b\u5dee\u3002\u6211\u4eec\u5f3a\u8c03\u7684\u7ed3\u8bba\u662f\uff0c\u53ea\u6709\u5f53\u6700\u521d\u5904\u4e8e\u4e0d\u5229\u5730\u4f4d\u4fe1\u606f\u5177\u6709\u8f83\u5f3a\u7684\u4f20\u64ad\u80fd\u529b\uff0c\u5e76\u5177\u6709\u76f8\u5bf9\u4e8e\u5176\u4ed6\u4fe1\u606f\u7684\u6269\u6563\u4f18\u52bf\u65f6\uff0c\u624d\u53ef\u80fd\u53d1\u751f\u9006\u8f6c\u3002\u6211\u4eec\u7684\u6846\u67b6\u63d0\u4f9b\u4e86\u4e0e\u4eba\u53e3\u540c\u8d28\u6027\u7ade\u4e89\u52a8\u6001\u7684\u6df1\u523b\u89c1\u89e3\uff0c\u8fd9\u53ef\u80fd\u4e3a\u8fdb\u4e00\u6b65\u63a7\u5236\u9519\u8bef\u4fe1\u606f\u548c\u5f15\u5bfc\u516c\u4f17\u4fe1\u4ef0\u7cfb\u7edf\u94fa\u5e73\u9053\u8def\u3002\u6b64\u5916\uff0c\u9006\u5411\u6761\u4ef6\u6709\u52a9\u4e8e\u5e2e\u52a9\u5728\u8bb8\u591a\u5b9e\u9645\u573a\u666f\u4e2d\u8bbe\u8ba1\u6709\u6548\u7684\u7ade\u4e89\u7b56\u7565\u3002<\/span><\/p>\n<p class=\"ql-align-justify\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>13. Twitter\u4e0a\u81ea\u52a8<\/strong><\/span><\/p>\n<p><span><strong>\u8bc6\u522b\u6bd4\u8f83\u7ec4\u4ee5\u83b7\u5f97\u598a<\/strong><\/span><\/p>\n<p><span><strong>\u5a20\u7ed3\u679c\u7684\u6570\u5b57\u6d41\u884c\u75c5\u5b66\u4fe1\u606f<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/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\"><\/span><span style=\"font-size: 15px\">Automatically Identifying Comparator Groups on Twitter for Digital Epidemiology of Pregnancy Outcomes<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.06015<\/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\"><\/span><span style=\"font-size: 15px\">Ari Z. Klein, Abeselom Gebreyesus, Graciela Gonzalez-Hernandez<\/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\"><\/span><span style=\"font-size: 15px\">\u5c3d\u7ba1\u5b58\u5728\u6d41\u4ea7\u3001\u6b7b\u80ce\u3001\u51fa\u751f\u7f3a\u9677\u548c\u65e9\u4ea7\u7b49\u4e0d\u826f\u598a\u5a20\u7ed3\u5c40\uff0c\u4f46\u5176\u539f\u56e0\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5c1a\u4e0d\u6e05\u695a\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u8bd5\u56fe\u901a\u8fc7\u5f00\u53d1\u4e00\u79cd\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7ba1\u9053\uff0c\u81ea\u52a8\u8bc6\u522b\u7528\u6237\u5e76\u4ece\u4e2d\u9009\u62e9Twitter\u4e0a\u7684\u6bd4\u8f83\u7fa4\u4f53\uff0c\u4ece\u800c\u63a8\u52a8\u4f7f\u7528\u793e\u4ea4\u5a92\u4f53\u6765\u89c2\u5bdf\u6000\u5b55\u7ed3\u679c\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u5728Twitter\u4e0a\u6807\u6ce8\u4e862361\u6761\u7531\u5ba3\u5e03\u6000\u5b55\u7684\u7528\u6237\u53d1\u5e03\u7684\u63a8\u6587\uff0c\u8fd9\u4e9b\u63a8\u6587\u88ab\u7528\u6765\u8bad\u7ec3\u548c\u8bc4\u4f30\u6709\u76d1\u7763\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u4f5c\u4e3a\u81ea\u52a8\u68c0\u6d4b\u62a5\u544a\u6000\u5b55\u5df2\u8db3\u6708\u4e14\u5a74\u513f\u51fa\u751f\u4f53\u91cd\u6b63\u5e38\u7684\u5973\u6027\u7684\u57fa\u7840\u3002<\/span><span style=\"font-size: 15px\">\u901a\u8fc7\u5bf9\u5927\u591a\u6570\u57fa\u4e8e\u6295\u7968\u7684\u96c6\u6210\u5206\u7c7b\u5668\u63a8\u7279\u7ea7\u9884\u6d4b\u7684\u8fdb\u4e00\u6b65\u5904\u7406\uff0c\u8be5\u7ba1\u9053\u7528\u6237\u7ea7F1-score\u4e3a0.933\uff0c\u51c6\u786e\u7387\u4e3a0.947\uff0c\u53ec\u56de\u7387\u4e3a0.920\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u7684\u7814\u7a76\u7ba1\u9053\u5c06\u88ab\u90e8\u7f72\u5230Twitter\u4e0a\uff0c\u4ee5\u786e\u5b9a\u7528\u4e8e\u7814\u7a76\u6000\u5b55\u7ed3\u679c\u7684\u5927\u578b\u6bd4\u8f83\u7fa4\u4f53\u3002<\/span><\/p>\n<p class=\"ql-align-justify ql-long-22671257\">\n<p class=\"ql-align-justify\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>14. \u57fa\u4e8e\u5e7f\u4e49\u7fa4\u7ec4\u7684\u7f51\u7edc<\/strong><\/span><\/p>\n<p><span><strong>\u6d41\u884c\u75c5\u4f20\u64ad\u8fc7\u7a0b\u6a21\u578b\uff1aGgroupEM<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\">Generalized group-based epidemic model for spreading processes on networks: GgroupEM<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.06057<\/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\">Sifat Afroj Moon, Faryad Darabi Sahneh, Caterina Scoglio<\/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\u4e3a\u4efb\u4f55\u533a\u57df\u6d41\u884c\u75c5\u6a21\u578b\u5f00\u53d1\u4e86\u4e00\u4e2a\u57fa\u4e8e\u7fa4\u4f53\u7684\u5e7f\u4e49\u6d41\u884c\u75c5\u6a21\u578b\uff08GgroupEM\uff09\u6846\u67b6\uff08\u4f8b\u5982\uff0c\u6613\u611f\u67d3 &#8211; \u6613\u611f\u67d3\uff0c\u6613\u611f\u67d3 &#8211; \u611f\u67d3 &#8211; \u6062\u590d\uff0c\u6613\u611f\u67d3 &#8211; \u66b4\u9732 &#8211; \u611f\u67d3 &#8211; \u6062\u590d\uff09\u3002\u7ec4\u662f\u7531\u4e00\u7ec4\u5355\u4e2a\u8282\u70b9\u7ec4\u6210\u7684\u3002\u8be5\u6a21\u578b\u53ef\u7528\u4e8e\u4e86\u89e3\u5728\u5927\u578b\u590d\u6742\u7f51\u7edc\u4e0a\u968f\u673a\u6d41\u884c\u75c5\u7684\u91cd\u8981\u52a8\u6001\u7279\u5f81\uff0c\u63d0\u4f9b\u5173\u4e8e\u7fa4\u4f53\u72b6\u6001\u7684\u4fe1\u606f\u3002\u901a\u8fc7\u5bf9\u8282\u70b9\u8fdb\u884c\u5206\u7ec4\u805a\u5408\uff0c\u4f7f\u5f97\u72b6\u6001\u7a7a\u95f4\u6bd4\u57fa\u4e8e\u4e2a\u4f53\u7684\u65b9\u6cd5\u66f4\u5c0f\uff0c\u4f46\u4ee5\u805a\u5408\u8bef\u5dee\u4e3a\u4ee3\u4ef7\uff0c\u4e14\u53d7\u7b49\u5468\u4e0d\u7b49\u5f0f\u7684\u4e25\u683c\u7ea6\u675f\u3002\u6211\u4eec\u8fd8\u5efa\u7acb\u4e86\u8be5\u6846\u67b6\u7684\u5e73\u5747\u573a\u8fd1\u4f3c\uff0c\u4e3a\u4e86\u8fdb\u4e00\u6b65\u51cf\u5c0f\u72b6\u6001\u7a7a\u95f4\u7684\u5927\u5c0f\u3002\u6700\u540e\u6211\u4eec\u5c06GgroupEM\u6269\u5c55\u5230\u591a\u5c42\u7f51\u7edc\u3002\u7531\u4e8e\u57fa\u4e8e\u7ec4\u6846\u67b6\u5728\u8ba1\u7b97\u4e0a\u6bd4\u57fa\u4e8e\u4e2a\u4f53\u6846\u67b6\u66f4\u4fbf\u5b9c\u548c\u66f4\u5feb\uff0c\u56e0\u6b64\u5f53\u6a21\u62df\u4eff\u771f\u7684\u65f6\u95f4\u5f88\u91cd\u8981\u65f6\uff0c\u8be5\u6846\u67b6\u975e\u5e38\u6709\u7528\u3002<\/span><\/p>\n<p class=\"ql-align-justify ql-long-22671257\"><span style=\"font-size: 15px\"> <\/span><\/p>\n<p class=\"ql-align-justify ql-long-22671257\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>15. \u8ba1\u7b97\u653f\u6cbb\u5b66\u7814\u7a76<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\">A Survey on Computational Politics<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.06069<\/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\">Ehsan ul Haq, Tristan Braud, Young D. Kwon, Pan Hui<\/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\">\u8ba1\u7b97\u653f\u6cbb\u5b66\u662f\u7814\u7a76\u5206\u6790\u548c\u8c03\u8282\u7528\u6237\u4e0e\u653f\u6cbb\u6d3b\u52a8\u76f8\u5173\u884c\u4e3a\u7684\u8ba1<\/span>\u7b97\u65b9\u6cd5\uff0c\u5982\u7ade\u9009\u6e38\u8bf4\u3001\u653f\u6cbb\u6d3e\u522b\u548c\u610f\u89c1\u6316\u6398\u3002\u968f\u7740\u4e92\u8054\u7f51\u7684\u5feb\u901f\u53d1\u5c55\u548c\u63a5\u5165\u7684\u4fbf\u5229\uff0c\u4fe1\u606f\u901a\u4fe1\u6280\u672f(ICT)\u5df2\u7ecf\u4ea7\u751f\u4e86\u5927\u91cf\u7684\u52a0\u5165\u5728\u7ebf\u793e\u533a\u7528\u6237\u548c\u7c7b\u4f3c\u6570\u636e\u7684\u6570\u5b57\u5316\uff0c\u5982\u653f\u6cbb\u8fa9\u8bba\u3002\u8fd9\u4e9b\u793e\u533a\u548c\u6570\u5b57\u5316\u6570\u636e\u5305\u542b\u4e86\u5173\u4e8e\u7528\u6237\u53ca\u4e0e\u653f\u6cbb\u6709\u5173\u7684\u884c\u4e3a\u7684\u663e\u6027\u548c\u9690\u6027\u4fe1\u606f\u3002\u5bf9\u4e8e\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u5229\u7528\u8fd9\u4e9b\u6765\u6e90\u7684\u6570\u636e\u6765\u5f00\u53d1\u548c\u8bbe\u8ba1\u7cfb\u7edf\u662f\u81f3\u5173\u91cd\u8981\u7684\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u4e0d\u4ec5\u53ef\u4ee5\u4e3a\u8ba1\u7b97\u653f\u6cbb\u5b66\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\uff0c\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u5176\u4ed6\u4f01\u4e1a\uff0c\u6bd4\u5982\u8425\u9500\u4eba\u5458\uff0c\u589e\u52a0\u7528\u6237\u7684\u53c2\u4e0e\u5ea6\u548c\u4e92\u52a8\u7a0b\u5ea6\u3002\u5728\u8fd9\u6b21\u8c03\u67e5\u4e2d\uff0c\u6211\u4eec\u8bd5\u56fe\u5bf9\u8ba1\u7b97\u653f\u6cbb\u7684\u4e3b\u8981\u9886\u57df\u8fdb\u884c\u5206\u7c7b\uff0c\u5e76\u5728\u4e00\u4e2a\u9886\u57df\u603b\u7ed3\u7a81\u51fa\u7684\u7814\u7a76\u6210\u679c\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u4e0d\u540c\u7684\u591a\u7ef4\u5e73\u53f0\u4e0a\u7684\u8ba1\u7b97\u653f\u6cbb\u3002\u4f8b\u5982\uff0c\u5728\u7ebf\u793e\u4ea4\u7f51\u7edc\u3001\u5728\u7ebf\u8bba\u575b\u548c\u653f\u6cbb\u8fa9\u8bba\u3002\u6700\u540e\u6211\u4eec\u901a\u8fc7\u5f3a\u8c03\u672a\u6765\u7684\u7814\u7a76\u65b9\u5411\u3001\u673a\u9047\u548c\u6311\u6218\u6765\u603b\u7ed3\u672c\u7814\u7a76\u3002<\/p>\n<p class=\"ql-align-justify ql-long-22671257\">\n<p class=\"ql-align-justify ql-long-22671257\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>16. \u63a7\u5236\u8fdc\u8ddd\u79bb\u63a5\u89e6\u4ee5\u51cf\u5c11<\/strong><\/span><\/p>\n<p><span><strong>\u65e0\u5e8f\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u75be\u75c5\u4f20\u64ad<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Controlling distant contacts to reduce disease spreading on disordered complex networks<\/span><\/section>\n<section 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><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.06147<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Ignacio A. Perez, Paul A. Trunfio, Cristian E. La Rocca, Lidia A. Braunstein<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/section>\n<section 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\">\u65e0\u5e8f\u662f\u771f\u5b9e\u793e\u4f1a\u7f51\u7edc\u7684\u4e00\u4e2a\u7279\u5f81\uff0c\u5b83\u662f\u7531\u4eba\u4e0e\u4eba\u4e92\u52a8\u7684\u5f02\u8d28\u6027\u6240\u4ea7\u751f\u7684\u3002\u8fd9\u79cd\u7279\u6027\u4f1a\u5f71\u54cd\u75be\u75c5\u5728\u4eba\u7fa4\u4e2d\u4f20\u64ad\u7684\u65b9\u5f0f\uff0c\u5728\u611f\u67d3\u8005\u7684\u6bd4\u4f8b\u4e2d\u8fbe\u5230\u4e34\u754c\u70b9\uff0c\u5e76\u6210\u4e3a\u6d41\u884c\u75c5\u3002\u65e0\u5e8f\u901a\u5e38\u662f\u4e0e\u4e2a\u4eba\u4e4b\u95f4\u7684\u63a5\u89e6\u65f6\u95f4\u6709\u5173,\u548c\u6807\u51c6\u5316\u63a5\u89e6\u65f6\u95f4\u503c\u03c9\u53d6\u81ea\u5206\u5e03P(\u03c9)= 1 \/ (a\u03c9)\u6765\u6a21\u4eff\u201c\u9762\u5bf9\u9762\u201d\u5b9e\u9a8c\u3002\u66f4\u73b0\u5b9e\u7684\u6a21\u578b\u7cfb\u7edf\u4e2d,\u7814\u7a76\u4eba\u9645\u4ea4\u4e92\u4e2d\u5f02\u8d28\u6027\u5982\u4f55\u5f71\u54cd\u75be\u75c5\u7684\u4f20\u64ad,\u5f53\u4e24\u79cd\u4e0d\u540c\u7684\u65e0\u5e8f\u72b6\u6001\u5b58\u5728,\u6bcf\u79cd\u90fd\u6709\u7279\u6b8a\u7684\u6570\u503c\u3002\u8fd9\u79cd\u5141\u8bb8\u4e24\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u4ea4\u4e92\u51fa\u73b0,\u5982\u8fd1\u8ddd\u79bb(\u5bb6\u4eba\u3001\u540c\u4e8b)\u548c\u9065\u8fdc\u7684\u90bb\u5c45\u3001\u964c\u751f\u4eba\u63a5\u89e6\u3002\u6211\u4eec\u8fd8\u5236\u5b9a\u4e86\u63a7\u5236\u8fdc\u8ddd\u79bb\u63a5\u89e6\u65f6\u95f4\u7684\u7b56\u7565\uff0c\u8fd9\u5728\u5b9e\u8df5\u4e2d\u66f4\u5bb9\u6613\u6539\u53d8\uff0c\u4ece\u800c\u51cf\u5c11\u611f\u67d3\u603b\u4eba\u6570\u3002\u6700\u540e\uff0c\u6211\u4eec\u4f7f\u7528\u201c\u9762\u5bf9\u9762\u201d\u5b9e\u9a8c\u6765\u751f\u6210\u66f4\u7cbe\u786e\u7684\u6807\u51c6\u5316\u63a5\u89e6\u65f6\u95f4\u5206\u5e03\uff0c\u5e76\u5bf9\u8fd9\u79cd\u5206\u5e03\u91cd\u590d\u5206\u6790\u5b9e\u4f8b\u3002<\/span><\/section>\n<p class=\"ql-long-22671257\">\n<p class=\"ql-long-22671257\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>17.\u5173\u4e8e\u6570\u5b57\u5783\u573e\u90ae\u4ef6\u7684\u5386\u53f2\u56de\u987e<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"font-size: 15px\"><\/span><\/p>\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\">The History of Digital Spam<\/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\"><\/span> <span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.06173<\/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\">Emilio Ferrara<\/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\">\u5783\u573e\u90ae\u4ef6\uff01\uff1a<\/span>\u8fd9\u662f\u52b3\u91cc\u00b7\u8d39\u65af\u00b7\u514b\u5170\u8bfa\u548c\u5e03\u83b1\u6069\u00b7\u62c9\u739b\u57fa\u4e9a\u572820\u5e74\u524d\u53d1\u8868\u7684\u4e00\u7bc7\u5173\u4e8eACM\u901a\u8baf\u7684\u6587\u7ae0\u6807\u9898\u4e2d\u6240\u611f\u53f9\u7684\u3002\u7136\u800c\uff0c\u5c3d\u7ba1\u7814\u7a76\u56e2\u4f53\u5728\u8fc7\u53bb20\u5e74\u91cc\u505a\u51fa\u4e86\u5de8\u5927\u7684\u52aa\u529b\u6765\u7f13\u89e3\u8fd9\u4e2a\u95ee\u9898\uff0c\u7d27\u8feb\u611f\u4ecd\u7136\u6ca1\u6709\u6539\u53d8\uff0c\u56e0\u4e3a\u65b0\u5174\u6280\u672f\u5df2\u7ecf\u5c06\u65b0\u7684\u5371\u9669\u5f62\u5f0f\u7684\u6570\u5b57\u5783\u573e\u90ae\u4ef6\u7f6e\u4e8e\u805a\u5149\u706f\u4e0b\u3002\u6b64\u5916\uff0c\u5f53\u5783\u573e\u90ae\u4ef6\u7684\u76ee\u7684\u662f\u6b3a\u9a97\u6216\u5927\u89c4\u6a21\u5f71\u54cd\uff0c\u5b83\u53ef\u4ee5\u6539\u53d8\u793e\u4f1a\u7ed3\u6784\u548c\u6211\u4eec\u7684\u884c\u4e3a\u3002\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d,\u6211\u5c06\u7b80\u8981\u5730\u56de\u987e\u6570\u5b57\u5783\u573e\u90ae\u4ef6\u7684\u5386\u53f2:\u4ece\u5176\u5178\u578b\u7684\u5316\u8eab,\u5783\u573e\u90ae\u4ef6,\u73b0\u4ee3\u5f62\u5f0f\u7684\u5783\u573e\u90ae\u4ef6\u5982\u4f55\u5f71\u54cd\u7f51\u7edc\u548c\u793e\u4f1a\u5316\u5a92\u4f53,\u6700\u540e\u5c06\u63cf\u7ed8\u8c03\u67e5\u4e0e\u5783\u573e\u90ae\u4ef6\u548c\u6ee5\u7528\u76f8\u5173\u65b0\u6280\u672f,\u5305\u62ec\u4eba\u5de5\u667a\u80fd(\u4f8b\u5982,\u6570\u5b57\u4eba\u7c7b)\u672a\u6765\u7684\u98ce\u9669\u3002\u5728\u63d0\u4f9b\u4e86\u5783\u573e\u90ae\u4ef6\u7684\u5206\u7c7b\u53ca\u5176\u5728\u8fc7\u53bb\u4e8c\u5341\u5e74\u4e2d\u51fa\u73b0\u7684\u6700\u6d41\u884c\u7684\u5e94\u7528\u7a0b\u5e8f\u4e4b\u540e\uff0c\u6211\u5c06\u56de\u987e\u6587\u732e\u4e2d\u63d0\u51fa\u7684\u6280\u672f\u548c\u76d1\u7ba1\u65b9\u6cd5\uff0c\u5e76\u63d0\u51fa\u4e00\u4e9b\u53ef\u80fd\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u89e3\u51b3\u8fd9\u4e2a\u65e0\u5904\u4e0d\u5728\u7684\u6570\u5b57\u6d41\u884c\u75c5\u3002<\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\"><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p class=\"ql-align-justify\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>18. \u5f53\u4f60\u7684\u670b\u53cb\u6210\u4e3a\u5356\u5bb6\uff1a<\/strong><\/span><\/p>\n<p><span><strong>\u793e\u4ea4\u5546\u52a1\u7f51\u7ad9\u5317\u7535\u7684\u5b9e\u8bc1\u7814\u7a76<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\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\"><\/span><span style=\"font-size: 15px\">When Your Friends Become Sellers: An Empirical Study of Social Commerce Site Beidian<\/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><span style=\"font-size: 15px\"><\/span><\/strong><strong><span style=\"font-size: 15px\"><\/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\/1908.05409<\/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\"><\/span><span style=\"font-size: 15px\">Hancheng Cao, Zhilong Chen, Fengli Xu, Tao Wang, Yujian Xu, Lianglun Zhang, Yong Li<\/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><span style=\"font-size: 15px\"><\/span><\/strong><strong><span style=\"font-size: 15px\"><\/span><\/strong><span style=\"font-size: 15px\">\u8fc7\u53bb\u51e0\u5e74\u4eba\u4eec\u89c1\u8bc1\u4e86\u57fa\u4e8e\u7d27\u5bc6\u8054\u7cfb\u7684\u793e\u4f1a\u5546\u4e1a\u7684\u51fa\u73b0\u548c\u5de8\u5927\u6210\u529f\u3002<\/span><span style=\"font-size: 15px\">\u8fd9\u4e9b\u7535\u5b50\u5546\u52a1\u5e73\u53f0\u5d4c\u5165\u793e\u4ea4\u7f51\u7ad9\uff0c\u5c06\u666e\u901a\u4eba\u53d8\u6210\u5356\u5bb6\uff0c\u4ed6\u4eec\u5728\u793e\u4ea4\u7f51\u7edc\u4e0a\u5411\u670b\u53cb\u548c\u5bb6\u4eba\u505a\u5e7f\u544a\u5e76\u9500\u552e\u4ea7\u54c1\u3002<\/span><span style=\"font-size: 15px\">\u8fd9\u4e9b\u7f51\u7ad9\u53ef\u5728\u77ed\u65f6\u95f4\u5185\u83b7\u5f97\u6570\u4ee5\u767e\u4e07\u8ba1\u7684\u7528\u6237\uff0c\u5e76\u4e14\u6b63\u5728\u52a0\u901f\u589e\u957f\u3002<\/span><span style=\"font-size: 15px\">\u7136\u800c\uff0c\u4eba\u4eec\u5bf9\u8fd9\u4e9b\u793e\u4f1a\u5546\u4e1a\u662f\u5982\u4f55\u4f5c\u4e3a\u793e\u4f1a\u5173\u7cfb\u548c\u7ecf\u6d4e\u4ea4\u6613\u7684\u6df7\u5408\u4f53\u53d1\u5c55\u8d77\u6765\u77e5\u4e4b\u751a\u5c11\u3002<\/span><span style=\"font-size: 15px\">\u672c\u6587\u9996\u6b21\u5bf9\u4e2d\u56fd\u53d1\u5c55\u6700\u5feb\u7684\u793e\u4ea4\u5546\u52a1\u7f51\u7ad9\u4e4b\u4e00-\u5317\u7535\u5168\u9762\u6570\u636e\u8fdb\u884c\u6d4b\u91cf\u7814\u7a76\uff0c\u6d89\u53ca\u7528\u62371180\u4e07\u3002<\/span><span style=\"font-size: 15px\">\u6211\u4eec\u9996\u5148\u5206\u6790\u4e86\u5317\u7535\u5e73\u53f0\u7684\u62d3\u6251\u7ed3\u6784\uff0c\u7a81\u51fa\u5176\u5206\u6563\u6027\u3002<\/span><span style=\"font-size: 15px\">\u7136\u540e\uff0c\u6211\u4eec\u901a\u8fc7\u9080\u8bf7\u7ea7\u8054\u7814\u7a76\u4e86\u7f51\u7ad9\u7684\u5feb\u901f\u589e\u957f\u53ca\u5176\u589e\u957f\u673a\u5236\u3002<\/span><span style=\"font-size: 15px\">\u6700\u540e\uff0c\u6211\u4eec\u8c03\u67e5\u4e86\u5317\u7535\u7684\u8d2d\u4e70\u884c\u4e3a\uff0c\u6211\u4eec\u5173\u6ce8\u7684\u662f\u7528\u6237\u7684\u63a5\u8fd1\u5ea6\u548c\u5fe0\u8bda\u5ea6\uff0c\u6709\u52a9\u4e8e\u7f51\u7ad9\u7684\u9ad8\u8f6c\u5316\u7387\u3002<\/span><span style=\"font-size: 15px\">\u65b0\u5174\u7684\u793e\u4f1a\u5546\u52a1\u4f5c\u4e3a\u5f3a\u8054\u7cfb\u4e0e\u7ecf\u6d4e\u903b\u8f91\u76f8\u4e92\u4f5c\u7528\u7684\u7ed3\u679c\uff0c\u5728\u7f51\u7edc\u7ed3\u6784\u3001\u52a8\u6001\u548c\u7528\u6237\u884c\u4e3a\u65b9\u9762\u90fd\u4e0e\u6240\u6709\u5df2\u77e5\u7684\u793e\u4f1a\u7f51\u7edc\u548c\u7535\u5b50\u5546\u52a1\u5b58\u5728\u663e\u8457\u7684\u5c5e\u6027\u504f\u79bb\u3002<\/span><span style=\"font-size: 15px\">\u636e\u6211\u4eec\u6240\u77e5\uff0c\u8fd9\u662f\u7b2c\u4e00\u6b21\u5bf9\u65b0\u5174\u793e\u4ea4\u5546\u52a1\u5e73\u53f0\u7684\u7f51\u7edc\u7279\u5f81\u548c\u52a8\u6001\u8fdb\u884c\u5b9a\u91cf\u7814\u7a76\u3002<\/span><\/p>\n<h3 class=\"ql-long-22671257\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>19. \u591a\u56fe\u63a8\u7406\u7684\u53ef\u5ea6\u91cf\u7684\u89e3\u91ca\u8bf4\u660e<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/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><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 Explanation of Inferences on Large 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><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\/1908.06482<\/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><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Chao Chen, Yifei Liu, Xi Zhang, Sihong Xie<\/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\">\u4ece\u56fe\u4e2d\u63d0\u53d6\u77e5\u8bc6\u7684\u8fdb\u884c\u6982\u7387\u63a8\u7406\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4eba\u7c7b\u505a\u51fa\u91cd\u8981\u51b3\u7b56\u3002\u7531\u4e8e\u6a21\u578b\u672c\u8eab\u7684\u4e0d\u786e\u5b9a\u6027\u548c\u77e5\u8bc6\u7684\u590d\u6742\u6027\uff0c\u9700\u8981\u5e2e\u52a9\u6700\u7ec8\u7528\u6237\u7406\u89e3\u63a8\u7406\u7ed3\u679c\u3002\u4e0e\u6df1\u7ef4\u6216\u9ad8\u7ef4\u53c2\u6570\u6a21\u578b\u4e0d\u540c\uff0c\u56fe\u5f62\u6a21\u578b\u7f3a\u4e4f\u53ef\u89e3\u91ca\u6027\u662f\u7531\u4e8e\u5faa\u73af\u6027\u548c\u957f\u671f\u4f9d\u8d56\u4ee5\u53ca\u62dc\u5360\u5ead\u63a8\u7406\u8fc7\u7a0b\u3002\u4ee5\u524d\u7684\u4f5c\u54c1\u6ca1\u6709\u5904\u7406\u5faa\u73af\u8fc7\u7a0b\uff0c\u4e5f\u6ca1\u6709\u4f7f\u89e3\u91ca\u63a8\u8bba\u3002\u4e3a\u4e86\u5f25\u8865\u8fd9\u4e00\u4e0d\u8db3\uff0c\u6211\u4eec\u5c06\u6982\u7387\u63a8\u7406\u89e3\u91ca\u95ee\u9898\u8f6c\u5316\u4e3a\u4e00\u4e2a\u53d7\u7ea6\u675f\u4ea4\u53c9\u71b5\u6700\u5c0f\u5316\u95ee\u9898\uff0c\u4ee5\u627e\u5230\u80fd\u591f\u771f\u5b9e\u5730\u63a5\u8fd1\u5f85\u89e3\u91ca\u63a8\u7406\u7684\u7b80\u5355\u5b50\u56fe\u3002\u8bc1\u660e\u4e86\u4f18\u5316\u662fnp\u56f0\u96be\u95ee\u9898\uff08\u975e\u786e\u5b9a\u6027\u591a\u9879\u5f0f\u56f0\u96be\u95ee\u9898\uff09\uff0c\u800c\u76ee\u6807\u4e0d\u662f\u5355\u8c03\u7684\u3001\u5b50\u6a21\u7684\uff0c\u4ece\u800c\u4fdd\u8bc1\u4e86\u6709\u6548\u7684\u8d2a\u5a6a\u903c\u8fd1\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u901a\u7528\u7684\u6ce2\u675f\u641c\u7d22\u7b97\u6cd5\u6765\u5bfb\u627e\u7b80\u5355\u7684\u6811\uff0c\u4ee5\u589e\u5f3a\u89e3\u91ca\u7684\u53ef\u89e3\u91ca\u6027\u548c\u591a\u6837\u6027\uff0c\u5e76\u884c\u5316\u548c\u526a\u679d\u7b56\u7565\u5141\u8bb8\u5728\u4e0d\u635f\u5bb3\u5fe0\u5b9e\u5ea6\u60c5\u51b5\u4e0b\u9ad8\u6548\u5730\u641c\u7d22\u5927\u800c\u5bc6\u96c6\u7684\u56fe\u3002\u6211\u4eec\u5c55\u793a\u4e86\u6765\u81ea4\u4e2a\u4e0d\u540c\u5e94\u7528\u7a0b\u5e8f\u768410\u4e2a\u7f51\u7edc\u7684\u4f18\u8d8a\u6027\u80fd\uff0c\u5e76\u4e0e\u5176\u4ed6\u89e3\u91ca\u65b9\u6cd5\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002\u5173\u4e8e\u89e3\u91ca\u7684\u53ef\u7528\u6027\uff0c\u6211\u4eec\u5c06\u89e3\u91ca\u53ef\u89c6\u5316\u5728\u754c\u9762\u4e2d\uff0c\u8ba9\u7ec8\u7aef\u7528\u6237\u53ef\u4ee5\u63a2\u7d22\u4e0d\u540c\u7684\u641c\u7d22\u7ed3\u679c\uff0c\u627e\u5230\u66f4\u52a0\u4e2a\u6027\u5316\u548c\u5408\u7406\u7684\u89e3\u91ca\u3002<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/section>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>20. \u590d\u6742\u7f51\u7edc\u7684\u795e\u7ecf\u52a8\u529b\u5b66<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"font-size: 15px\"><\/span><\/p>\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 Dynamics on Complex 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><span style=\"font-size: 15px\"><\/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\/1908.06491<\/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\">Chengxi Zang, Fei Wang<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u6211\u4eec\u5f15\u5165\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u6765\u5b66\u4e60\u590d\u6742\u7f51\u7edc\u7684\u8fde\u7eed\u65f6\u95f4\u7684\u52a8\u6001\uff0c<span style=\"font-size: 15px\">\u5e76\u63a8\u5bfc\u51fa\u7f51\u7edc\u8282\u70b9\u5728\u7ec8\u7aef\u65f6\u523b\u7684\u8bed\u4e49\u6807\u7b7e\u3002<\/span>\u6211\u4eec\u5c06\u95ee\u9898\u8868\u8ff0\u4e3a\u6700\u4f18\u63a7\u5236\u95ee\u9898\uff0c\u901a\u8fc7\u6700\u5c0f\u5316\u7531\u7f51\u7edc\u52a8\u6001\u8fd0\u884c\u635f\u5931\u548c\u795e\u7ecf &#8211; \u5fae\u5206 &#8211; \u65b9\u7a0b &#8211; \u7cfb\u7edf\u7ea6\u675f\u7ec4\u6210\u7684\u635f\u5931\u51fd\u6570\u5b9e\u73b0\u3002\u6211\u4eec\u7528\u5fae\u5206\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u6765\u6c42\u89e3:\u5bf9\u4e8e\u7cfb\u7edf\u7684\u524d\u5411\u8fc7\u7a0b\uff0c\u6211\u4eec\u4e0d\u662f\u901a\u8fc7\u79bb\u6563\u6570\u91cf\u7684\u9690\u85cf\u5c42\u6765\u8fdb\u884c\u8f6c\u53d1\uff0c\u800c\u662f\u5c06\u5e38\u5fae\u5206\u65b9\u7a0b\u7cfb\u7edf\u96c6\u6210\u5230\u5728\u8fde\u7eed\u65f6\u95f4\u7684\u56fe\u4e2d; \u5bf9\u4e8e\u540e\u5411\u5b66\u4e60\u8fc7\u7a0b\uff0c\u6211\u4eec\u5728\u6c42\u89e3\u521d\u503c\u95ee\u9898\u65f6\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u6765\u5b66\u4e60\u6700\u4f18\u63a7\u5236\u53c2\u6570\u3002\u6700\u540e\uff0c\u6211\u4eec\u901a\u8fc7\u5b66\u4e60\u5404\u79cd\u771f\u5b9e\u590d\u6742\u7f51\u7edc\u4e0a\u7684\u590d\u6742\u52a8\u529b\u5b66\u6765\u9a8c\u8bc1\u6211\u4eec\u7684\u6a21\u578b\uff0c\u53c8\u5c06\u6a21\u578b\u5e94\u7528\u4e8e\u56fe\u7684\u534a\u76d1\u7763\u5206\u7c7b\u4efb\u52a1\u3002<span style=\"font-size: 15px\">\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u8f83\u597d\u5730\u63cf\u8ff0\u590d\u6742\u7cfb\u7edf\u7684\u7ed3\u6784\u3001\u52a8\u6001\u548c\u8bed\u4e49\u3002<\/span><\/span><\/p>\n<p class=\"ql-align-justify ql-long-22671257\">\n<p class=\"ql-align-justify ql-long-22671257\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>21. \u5229\u7528\u8bed\u5883\u7ef4\u5ea6\u5bf9\u793e\u4ea4<\/strong><\/span><\/p>\n<p><span><strong>\u5a92\u4f53\u4e0a\u7684\u4f0a\u65af\u5170\u6781\u7aef\u4e3b\u4e49\u4f20\u64ad\u8fdb<\/strong><\/span><\/p>\n<p><span><strong>\u884c\u5efa\u6a21\uff1a\u5b97\u6559\u3001\u610f\u8bc6\u5f62\u6001\u548c\u4ec7\u6068<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"font-size: 15px\"><\/span><\/p>\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><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate<\/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\/1908.06520<\/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\">Ugur Kursuncu, Manas Gaur, Carlos Castillo, Amanuel Alambo, K. Thirunarayan, Valerie Shalin, Dilshod Achilov, I. Budak Arpinar, Amit Sheth<\/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>\u6050\u6016\u88ad\u51fb\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u4e0e\u7f51\u7edc\u6781\u7aef\u4e3b\u4e49\u5185\u5bb9\u6709\u5173\u3002\u5c3d\u7ba1\u6570\u4ee5\u4e07\u8ba1\u7684\u4f0a\u65af\u5170\u6781\u7aef\u4e3b\u4e49\u652f\u6301\u8005\u6d88\u8d39\u6b64\u7c7b\u5185\u5bb9\uff0c\u4f46\u4e0e\u7231\u597d\u548c\u5e73\u7684\u7a46\u65af\u6797\u76f8\u6bd4\uff0c\u4ed6\u4eec\u53ea\u662f\u4e00\u5c0f\u90e8\u5206\u3002\u904f\u5236\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u4e0a\u4e0d\u65ad\u6f14\u53d8\u7684\u6781\u7aef\u4e3b\u4e49\u52aa\u529b\u4ecd\u7136\u4e0d\u591f\uff0c\u800c\u4e14\u5927\u591a\u662f\u65e0\u6548\u7684\u3002\u6781\u7aef\u4e3b\u4e49\u548c\u4e3b\u6d41\u8bed\u5883\u7684\u5206\u5316\u5bf9\u673a\u5668\u89e3\u91ca\u63d0\u51fa\u4e86\u6311\u6218\uff0c\u5c24\u5176\u5bf9\u5206\u7c7b\u7b97\u6cd5\u7684\u7cbe\u5ea6\u6784\u6210\u4e86\u5a01\u80c1\u3002\u6211\u4eec\u5206\u6790Twitter\u6781\u7aef\u4e3b\u4e49\u5185\u5bb9\u7684\u4e0a\u4e0b\u6587\u611f\u77e5\u8ba1\u7b97\u65b9\u6cd5\u5c06\u8fd9\u79cd\u8bf4\u670d\u8fc7\u7a0b\u5206\u89e3\u4e3a\u51e0\u4e2a\u6784\u4ef6\uff0c\u8fd9\u4e9b\u6784\u4ef6\u627f\u8ba4\u56fa\u6709\u7684\u6a21\u7cca\u6027\u548c\u7a00\u758f\u6027\uff0c\u53ef\u80fd\u4f1a\u6311\u6218\u624b\u5de5\u548c\u81ea\u52a8\u5206\u7c7b\u3002\u6211\u4eec\u4f7f\u7528\u4e09\u4e2a\u4e0a\u4e0b\u6587\u7ef4\u5ea6(\u5b97\u6559\u3001\u610f\u8bc6\u5f62\u6001\u548c\u4ec7\u6068)\u7684\u7ec4\u5408\u5bf9\u8fd9\u4e00\u8fc7\u7a0b\u8fdb\u884c\u5efa\u6a21\uff0c\u6bcf\u4e2a\u7ef4\u5ea6\u90fd\u9610\u660e\u4e86\u4e00\u5b9a\u7a0b\u5ea6\u7684\u6fc0\u8fdb\u5316\uff0c\u5e76\u5f3a\u8c03\u4e86\u72ec\u7acb\u7684\u7279\u6027\uff0c\u4ee5\u4f7f\u5b83\u4eec\u5728\u8ba1\u7b97\u4e0a\u53ef\u8bbf\u95ee\u3002\u6211\u4eec\u5229\u7528\u7279\u5b9a\u9886\u57df\u7684\u77e5\u8bc6\u8d44\u6e90\u6765\u5904\u7406\u6bcf\u4e2a\u4e0a\u4e0b\u6587\u7ef4\u5ea6\uff0c\u6bd4\u5982\u7528\u4e8e\u5b97\u6559\u7684\u300a\u53e4\u5170\u7ecf\u300b\u3001\u7528\u4e8e\u653f\u6cbb\u610f\u8bc6\u5f62\u6001\u7684\u6781\u7aef\u4e3b\u4e49\u7406\u8bba\u5bb6\u548c\u4f20\u6559\u58eb\u7684\u4e66\u7c4d\uff0c\u4ee5\u53ca\u7528\u4e8e\u4ec7\u6068\u7684\u793e\u4ea4\u5a92\u4f53\u4ec7\u6068\u8a00\u8bba\u8bed\u6599\u5e93\u3002\u6839\u636e\u53ef\u9760\u7684\u5206\u6790\u6211\u4eec\u7684\u7814\u7a76\u6709\u4e09\u4e2a\u8d21\u732e: (1). \u8ba1\u7b97\u65b9\u6cd5\u7684\u53d1\u5c55\u690d\u6839\u4e8e\u5b97\u6559\u7684\u8bed\u5883\u7ef4\u5ea6,\u610f\u8bc6\u5f62\u6001,\u548c\u53cd\u5e94\u5728\u7ebf\u4f0a\u65af\u5170\u6781\u7aef\u4e3b\u4e49\u7ec4\u7ec7\u6218\u7565\u7684\u4ec7\u6068; (2).<span style=\"font-size: 15px\">\u5bf9\u8fd9\u4e9b\u7ef4\u5ea6<\/span>\u6df1\u5165\u5206\u6790\u76f8\u5173\u7684\u5fae\u535a\u6570\u636e\u96c6\u6392\u9664\u53ef\u80fd\u8d34\u9519\u4e86\u6807\u7b7e\u7684\u7528\u6237; (3). \u4f5c\u4e3a\u4e00\u79cd\u6846\u67b6\u6309\u7167\u6d41\u7a0b\u4e86\u89e3\u7f51\u6fc0\u8fdb\u5185\u5bb9\u534f\u52a9\u53cd\u5411\u7684\u7a0b\u5e8f\u8bbe\u8ba1\u3002\u8003\u8651\u5230\u6f5c\u5728\u7684\u91cd\u5927\u793e\u4f1a\u5f71\u54cd\uff0c\u6211\u4eec\u8bc4\u4f30\u4e86\u6211\u4eec\u7b97\u6cd5\u7684\u6027\u80fd\u4f7f\u7528\u6700\u5c0f\u5316\u9519\u8bef\u6807\u8bb0\u65b9\u6cd5\uff0c\u7ed3\u679c\u662f\u6211\u4eec\u7684\u65b9\u6cd5\u5728\u7cbe\u5ea6\u4e0a\u6bd4\u5176\u5b83\u7ade\u4e89\u57fa\u51c6\u9ad8\u51fa10.2%\u3002<\/p>\n<p class=\"ql-long-22671257\">\n<p class=\"ql-long-22671257\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>22. \u56fe\u5d4c\u5165\u8bc4\u4f30\u7684\u57fa\u51c6<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"font-size: 15px\"><\/span><\/p>\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><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Benchmarks for Graph Embedding Evaluation<\/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\/1908.06543<\/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><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Palash Goyal, Di Huang, Ankita Goswami, Sujit Rokka Chhetri, Arquimedes Canedo, Emilio Ferrara<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u56fe\u5d4c\u5165\u662f\u4e00\u79cd\u5728\u4f4e\u7ef4\u7a7a\u95f4\u4e2d\u8868\u793a\u56fe\u7684\u8282\u70b9\u503c\u7684\u4efb\u52a1\uff0c\u56fe\u4efb\u52a1\u7684\u5e94\u7528\u5728\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u90fd\u5f97\u5230\u4e86\u5f88\u5927\u7684\u53d1\u5c55\u3002\u6700\u8fd1\u63d0\u51fa\u7684\u8bb8\u591a\u56fe\u5d4c\u5165\u65b9\u6cd5\u4e3b\u8981\u533a\u522b\u5728\u4e8e\u5b83\u4eec\u4fdd\u6301\u56fe\u7684\u56fa\u6709\u5c5e\u6027\u7684\u65b9\u5f0f\u3002\u7136\u800c\uff0c\u5728\u5b9e\u8df5\u4e2d\u6bd4\u8f83\u8fd9\u4e9b\u65b9\u6cd5\u662f\u975e\u5e38\u5177\u6709\u6311\u6218\u6027\u7684\u3002\u5927\u591a\u6570\u65b9\u6cd5\u62a5\u544a\u4e86\u5bf9\u5c11\u6570\u9009\u5b9a\u7684\u771f\u5b9e\u56fe\u6027\u80fd\u7684\u63d0\u5347\u3002\u56e0\u6b64\u5f88\u96be\u5c06\u8fd9\u4e9b\u6027\u80fd\u6539\u8fdb\u63a8\u5e7f\u5230\u5176\u4ed6\u7c7b\u578b\u7684\u56fe\u3002\u6839\u636e\u7ed9\u5b9a\u4e00\u4e2a\u56fe\u8868\uff0c\u76ee\u524d\u4e0d\u53ef\u80fd\u91cf\u5316\u4e00\u79cd\u65b9\u6cd5\u76f8\u5bf9\u4e8e\u53e6\u4e00\u79cd\u65b9\u6cd5\u7684\u4f18\u52bf\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u6bd4\u8f83\u56fe\u5d4c\u5165\u65b9\u6cd5\u7684\u539f\u5219\u6846\u67b6\u3002\u6211\u4eec\u7684\u76ee\u6807\u6709\u4e09:(i)\u63d0\u4f9b\u4e00\u4e2a\u7edf\u4e00\u7684\u6846\u67b6\u6765\u6bd4\u8f83\u5404\u79cd\u56fe\u5d4c\u5165\u65b9\u6cd5\u7684\u6027\u80fd;(ii)\u4e3a\u663e\u793a\u4e0d\u540c\u7ed3\u6784\u5c5e\u6027\u7684\u771f\u5b9e\u56fe\u5efa\u7acb\u57fa\u51c6\uff0c(iii)\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u4e2a\u5de5\u5177\uff0c\u4ee5\u786e\u5b9a\u6570\u636e\u7684\u6700\u4f73\u56fe\u5d4c\u5165\u65b9\u6cd5\u3002\u672c\u6587\u9488\u5bf9100\u4e2a\u5177\u6709\u4e0d\u540c\u6027\u8d28\u771f\u5b9e\u7f51\u7edc\u8bed\u6599\u5e93\uff0c\u8bc4\u4f30\u4e864\u79cd\u6700\u5177\u5f71\u54cd\u529b\u7684\u56fe\u5d4c\u5165\u65b9\u6cd5\u548c4\u79cd\u4f20\u7edf\u7684\u94fe\u63a5\u9884\u6d4b\u65b9\u6cd5\u3002\u6839\u636e100\u4e2a\u7f51\u7edc\u7684\u7279\u6027\u6765\u7ec4\u7ec7\u56fe\u5f62\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u8fd9\u4e9b\u6d41\u884c\u65b9\u6cd5\u7684\u5d4c\u5165\u6027\u80fd\u3002\u6211\u4eec\u4f7f\u7528100\u4e2a\u57fa\u51c6\u56fe\u6bd4\u8f83\u6765\u5b9a\u4e49GFS-score\uff0c\u5b83\u53ef\u4ee5\u5e94\u7528\u4e8e\u4efb\u4f55\u5d4c\u5165\u65b9\u6cd5\u6765\u91cf\u5316\u5176\u6027\u80fd\u3002\u5e76\u4f7f\u7528GFS-score\u5bf9\u76ee\u524d\u6700\u5148\u8fdb\u7684\u5d4c\u5165\u65b9\u6cd5\u8fdb\u884c\u4e86\u6392\u540d\uff0c\u8868\u660e\u5b83\u53ef\u4ee5\u7528\u6765\u7406\u89e3\u548c\u8bc4\u4f30\u65b0\u7684\u5d4c\u5165\u65b9\u6cd5\u3002\u6211\u4eec\u8bbe\u60f3\u6240\u63d0\u8bae\u6846\u67b6\uff08<\/span><span style=\"font-size: 15px\">https:\/\/www.github.com\/palash1992\/GEM-Benchmark<\/span><span style=\"font-size: 15px\">\uff09\u5c06\u4f5c\u4e3a\u57fa\u51c6\u5e73\u53f0\u670d\u52a1\u4e8e\u793e\u533a\uff0c\u4ee5\u6d4b\u8bd5\u548c\u6bd4\u8f83\u672a\u6765\u56fe\u5d4c\u5165\u6280\u672f\u7684\u6027\u80fd\u3002<\/span><\/p>\n<p class=\"ql-long-22671257\">\n<h3 class=\"ql-long-21575592\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>23. \u8fde\u7eed\u65f6\u95f4\u7f51\u7edc\u4e2d\u5bf9<\/strong><\/span><\/p>\n<p><span><strong>\u76f8\u5173\u4e8b\u4ef6\u4e00\u81f4\u7684\u793e\u533a\u68c0\u6d4b<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Consistent Community Detection in Continuous-Time Networks of Relational Events<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span> <span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1908.06940<\/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\">Makan Arastuie, Subhadeep Paul, Kevin S. Xu<\/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\"><\/span> <span style=\"font-size: 15px\">\u5728\u8bb8\u591a\u7f51\u7edc\u5e94\u7528\u8bbe\u7f6e\u4e2d\uff0c\u4f8b\u5982\u5728\u7ebf\u793e\u4ea4\u7f51\u7edc\u4e2d\u4f7f\u7528\u8005\u4e4b\u95f4\u7684\u77ed\u8baf\u6216\u662f\u5728\u91d1\u878d\u5e02\u573a\u4e2d\u4ea4\u6613\u5458\u4e4b\u95f4\u7684\u4ea4\u6613\uff0c\u89c2\u5bdf\u6570\u636e\u662f\u4ee5\u5e26\u6709\u65f6\u95f4\u6233\u7684\u5173\u7cfb\u4e8b\u4ef6\u5f62\u5f0f\u51fa\u73b0\u7684\uff0c\u8fd9\u4e9b\u5173\u7cfb\u4e8b\u4ef6\u5f62\u6210\u4e86\u4e00\u4e2a\u8fde\u7eed\u65f6\u95f4\u7f51\u7edc\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u57fa\u4e8e\u793e\u533a\u970d\u514b\u65af\u72ec\u7acb\u5bf9(CHIP)\u6a21\u578b\u5206\u6790\u65f6\u95f4\u6233\u5173\u7cfb\u4e8b\u4ef6\u6570\u636e\u3002\u6211\u4eec\u8bc1\u660e\u5c06\u8c31\u805a\u7c7b\u5e94\u7528\u4e8e\u7531\u82af\u7247\u6a21\u578b\u751f\u6210\u7684\u5173\u7cfb\u4e8b\u4ef6\u6784\u5efa\u7684\u90bb\u63a5\u77e9\u9635\uff0c\u53ef\u4ee5\u4e3a\u8d8a\u6765\u8d8a\u591a\u7684\u8282\u70b9\u63d0\u4f9b\u4e00\u81f4\u7684\u793e\u533a\u68c0\u6d4b\u3002\u7279\u522b\u5730\uff0c\u6211\u4eec\u5f97\u5230\u4e86\u57fa\u4e8e\u5206\u79bb\u6761\u4ef6\u4e0b\u7cbe\u786e\u7684\u975e\u6e10\u8fd1\u5229\u7387\u4e0a\u754c\uff0c\u8981\u6c42\u6a21\u578b\u53c2\u6570\u6301\u7eed\u7684\u793e\u533a\u5206\u7c7b\u3002\u6211\u4eec\u8fd8\u4e3a\u6a21\u578b\u7684\u53c2\u6570\u5f00\u53d1\u4e86\u4e00\u81f4\u4e14\u8ba1\u7b97\u6548\u7387\u9ad8\u7684\u4f30\u8ba1\u7a0b\u5e8f\u3002\u6211\u4eec\u8bc1\u660e\u4e86\u63d0\u51fa\u7684\u82af\u7247\u6a21\u578b\u548c\u4f30\u8ba1\u7a0b\u5e8f\u5ea6\u91cf\u53ef\u6269\u5c55\u5230\u5177\u6709\u6210\u5343\u4e0a\u4e07\u4e2a\u8282\u70b9\u7684\u5927\u578b\u7f51\u7edc\uff0c\u5e76\u4e14\u5728\u591a\u4e2a\u771f\u5b9e\u7f51\u7edc\u4e0a\u4e0e\u76ee\u524d\u8fde\u7eed\u65f6\u95f4\u7f51\u7edc\u6a21\u578b\u76f8\u6bd4\u5177\u6709\u66f4\u597d\u7684\u62df\u5408\u6027\u3002<\/span><\/p>\n<p class=\"ql-long-22671257\">\n<p><\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<blockquote class=\"js_blockquote_wrap\">\n<section class=\"js_blockquote_digest\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\u5ba1\u6821\uff1a\u90ed\u6cbb\u9752<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\u7f16\u8f91\uff1a\u5f20\u723d<\/p>\n<\/section>\n<\/blockquote>\n<p style=\"font-size: 15px\">\n<p style=\"font-size: 15px\">\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-right: 8px;margin-left: 8px;font-size: 15px;line-height: 1.75em\">\n<h3 class=\"ql-long-10488686\" style=\"line-height: 1.75em\"><strong><\/p>\n<section class=\"mpa-template\">\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<\/section>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247499422&amp;idx=3&amp;sn=639c4bd49929c6b02d0a287d35a1a476&amp;chksm=e897a413dfe02d051e040ee7bb9dfeaaeb4183c4c5eca59dbe945064e1bda99a3eb436ee7f52&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline\">\u975e\u6b63\u5f0f\u5bfc\u5e08\u5728\u5b66\u672f\u5408\u4f5c\u4e2d\u7684\u4f5c\u7528 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901221\u7bc7<\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247499376&amp;idx=2&amp;sn=c08733c115446953f19a853da04a3dee&amp;chksm=e897a4fddfe02debe00c1ae7a81b610331682fa34bc0e54b75073770966bdf52f9f0369d5742&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline\">\u6bd4\u7279\u5e01\u53cd\u6d17\u94b1\uff1a\u5229\u7528\u56fe\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u91d1\u878d\u53d6\u8bc1\u8bd5\u9a8c | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901223\u7bc7<\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247499338&amp;idx=3&amp;sn=1f390bd860efdde9337dc9cc7dac6807&amp;chksm=e897a4c7dfe02dd1aa9aa7af08b31dcb345502ab8332c9ab84ec7e096005cd2f5a1c5e640ca5&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline\">\u4f60\u7684\u7acb\u573a\u66b4\u9732\u4e86\uff01\u793e\u4ea4\u5a92\u4f53\u7acb\u573a\u68c0\u6d4b\u7684\u53ef\u80fd\u56e0\u7d20\u5206\u6790 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901216\u7bc7<\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247499316&amp;idx=2&amp;sn=32ac2ceaf22b0aa533223faea23a7650&amp;chksm=e897a4b9dfe02dafa61832771fd0c3a5fb866ca50ef5b0316526774f80913c9de963945efa5d&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline\">\u5982\u4f55\u91cf\u5316\u7814\u7a76\u57ce\u5e02\u73af\u5883\u4e2d\u7684\u4e0d\u5e73\u7b49 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901219\u7bc7<\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247499293&amp;idx=3&amp;sn=5aae7cf9e1e8ba7899da176200f9b1a4&amp;chksm=e897a490dfe02d86d917d98589e8ab5c12985dcd7ec343cf3ec6731ed8fcd023f39aefd26bef&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline\">\u4ec0\u4e48\u6837\u7684\u79d1\u5b66\u5bb6\u66f4\u5bb9\u6613\u5728\u56fd\u5bb6\u4e4b\u95f4\u6d41\u52a8 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901216\u7bc7<\/a><\/p>\n<p><\/strong><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: center;line-height: 1.75em\"><strong><span style=\"font-size: 14px\"><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\" style=\"text-decoration: underline\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/span><\/strong><\/section>\n<\/h3>\n<p style=\"font-size: 15px\">\n<section class=\"mpa-template\" style=\"font-size: 15px\">\n<section class=\"mpa-template\">\n<section class=\"\">\n<section class=\"\">\n<hr \/>\n<div class=\"post-image\"><img class=\"mpa-template aligncenter\" width=\"100%\" style=\"letter-spacing: 0.5px;width: 64px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/09\/swarma4-1568281807.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px\">\n<section>\n<p><strong><span>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p><strong><span>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;letter-spacing: 0.544px\">\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=\"mpa-template aligncenter\" style=\"width: 156px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/09\/swarma1-1568281808.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/section>\n<p style=\"letter-spacing: 0.544px\"><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?src=11&amp;timestamp=1568281806&amp;ver=1848&amp;signature=SX6Pmu6mTlhjFsLwZMSHTU9ZdanD5UIPDuMca6MTJJBOR8RuGwSYvom4lf1RDQWABSBVCvarAYpKZ6Z9QcPmIkwn-Jrv5MukcX-UtMQVvwzOZ9NN6T1Z39qNwUhgvxaL&amp;new=1\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012 \u4ece\u52a8\u529b\u5b66\u89d2\u5ea6\u770b\u7f51\u7edc\u7ed3\u6784\u7684\u4e0d\u786e\u5b9a\u6027; \u4f7f\u7528\u6f5c\u5728\u56fe\u5377\u79ef\u7f51\u7edc\u8fdb\u884c\u590d\u6742\u591a\u56fe\u7684\u7aef\u5230\u7aef\u5b66\u4e60; GitHub\u751f\u6001\u7cfb\u7edf\u7684\u5927\u89c4\u6a21\u591a\u4e3b\u4f53\u6570\u636e\u9a71\u52a8\u6a21\u62df; \u57fa\u4e8e\u95f2\u8a00\u788e\u8bed\u7684\u666e\u9002\u63a8\u8350\u7cfb\u7edf\u4fe1\u606f\u4f20\u64ad; \u5728\u4e16\u754c-\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u4e2d\u4f7f\u7528\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u53d1\u73b0\u53ef\u6301\u7eed\u7ba1\u7406\u6218\u7565; FCNHSMRA_HRS\uff1a\u4f7f\u7528\u8d44\u6e90\u5206\u914d\u65b9\u6cd5\u6539\u5584\u7535\u5f71\u6df7\u5408\u63a8\u8350\u7cfb&#8230;<\/p>\n","protected":false},"author":1,"featured_media":16990,"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\/16988"}],"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=16988"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/16988\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/16990"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16988"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16988"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16988"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=16988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}