{"id":15923,"date":"2019-06-05T17:51:20","date_gmt":"2019-06-05T09:50:30","guid":{"rendered":"https:\/\/swarma.org\/?p=15923"},"modified":"2019-06-05T17:50:32","modified_gmt":"2019-06-05T09:50:32","slug":"02e57d6e87","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=15923","title":{"rendered":"\u56fe\u6ce8\u610f\u529b\u81ea\u52a8\u7f16\u7801\u5668 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901231\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<div class=\"post-image\"><img class=\"\" style=\"width: 540px;height: 372px\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma4-1559728231.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span>\u6838<\/span><\/strong><strong><span>\u5fc3\u901f\u9012<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u56fe\u6ce8\u610f\u529b\u81ea\u52a8\u7f16\u7801\u5668;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">forgeNet\uff1a\u4f7f\u7528\u57fa\u4e8e\u6811\u7684\u96c6\u5408\u5206\u7c7b\u5668\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u7684\u56fe\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u57fa\u4e8e\u8d85\u7f51\u7edc\u7684\u7528\u6237\u521b\u65b0\u77e5\u8bc6\u96c6\u6210\u6a21\u578b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u591a\u65b9\u9762\u9690\u79c1\uff1a\u5982\u4f55\u5728\u4e0d\u66b4\u9732\u654f\u611f\u5c5e\u6027\u7684\u60c5\u51b5\u4e0b\u8868\u8fbe\u60a8\u7684\u5728\u7ebf\u89d2\u8272;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u6269\u5c55\u7684\u65e0\u6807\u5ea6\u7f51\u7edc;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u4fe1\u606f\u5bf9\u7b49;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u76d1\u63a7\u52a8\u6001\u7f51\u7edc\uff1a\u57fa\u4e8e\u6a21\u62df\u7684\u7b56\u7565\uff0c\u7528\u4e8e\u6bd4\u8f83\u76d1\u63a7\u65b9\u6cd5\u548c\u6bd4\u8f83\u7814\u7a76;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u590d\u6742\u7f51\u7edc\u4e2d\u70b9\u5bf9\u70b9\u4f20\u8f93\u7684\u5f62\u6001\u7ec4\u7ec7;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u9884\u6d4b\u5df4\u897f\u6cd5\u9662\u7684\u5224\u51b3;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u57fa\u4e8e\u6a21\u5757\u5316\u7684\u6ce8\u610f\u529b\u6a21\u578b\u7684\u65e0\u76d1\u7763\u793e\u533a\u68c0\u6d4b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">Tempus Volat\uff0cHora Fugit\u2014\u2014\u79bb\u6563\u548c\u8fde\u7eed\u65f6\u95f4\u52a8\u6001\u7f51\u7edc\u6a21\u578b\u7efc\u8ff0;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u901a\u8fc7\u5fae\u89c2\u7f51\u7edc\u6a21\u578b\u548c\u5b8f\u89c2\u5206\u652f\u8fc7\u7a0b\u63cf\u8ff0\u7684\u6269\u6563\u52a8\u6001\u53ef\u80fd\u56e0\u805a\u7ed3\u800c\u4e0d\u540c;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4ece\u96f6\u5f00\u59cb\u5b66\u4e60\u8bc6\u522b\u9ad8\u4ecb\u6570\u4e2d\u5fc3\u6027\u8282\u70b9\uff1a\u4e00\u79cd\u65b0\u7684\u56fe\u795e\u7ecf\u7f51\u7edc\u65b9\u6cd5;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4f7f\u7528boutique\u8fdb\u884c\u793e\u4ea4\u5a92\u4f53\u6570\u636e\u7684\u591a\u6a21\u578b\u8c03\u67e5\u63a2\u7d22\u2014\u2014\u4ee5\u516c\u5171\u536b\u751f\u4e3a\u4f8b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u68c0\u6d4b\u7f51\u7edc\u4e2d\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u8def\u5f84\u5f02\u5e38;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5355\u4e2a\u5411\u91cf\u591f\u4e86\u5417\uff1f\u63a2\u7d22\u7f51\u7edc\u5d4c\u5165\u7684\u8282\u70b9\u591a\u4e49\u6027;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u7528\u95ed\u5408\u7cfb\u6570\u6d4b\u91cf\u6709\u5411\u4e09\u5143\u95ed\u5305;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5177\u6709M\u4e2a\u9009\u62e9\u7684\u79bb\u6563\u610f\u89c1\u52a8\u6001;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4f18\u5316\u79cd\u5b50\u6269\u5c55\u7fa4\u843d\u68c0\u6d4b\u7684\u5e7f\u4e49PageRank\u65b9\u6cd5;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">FOBE\u548cHOBE\uff1a\u4e00\u9636\u548c\u9ad8\u9636\u4e8c\u5206\u5d4c\u5165;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5171\u4eab\u611f\u53d7\uff1a\u4e86\u89e3Facebook\u5bf9\u5b66\u672f\u6587\u7ae0\u7684\u53cd\u5e94;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">MCNE\uff1a\u5b66\u4e60\u793e\u4f1a\u7f51\u7edc\u7684\u591a\u4e2a\u6761\u4ef6\u7f51\u7edc\u8868\u793a\u7684\u7aef\u5230\u7aef\u6846\u67b6;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u65e0\u76d1\u7763\u6b27\u6c0f\u8ddd\u79bb\u653b\u51fb\u7f51\u7edc\u5d4c\u5165;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4ee3\u7801\u5b58\u50a8\u5e93\u4e2d\u7684\u5e42\u5f8b\uff1a\u53ef\u7591\u7684\u65b9\u6cd5;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">h\u03b1 \u6307\u6570\u662f\u5426\u5f3a\u5316\u4e86\u79d1\u5b66\u4e2d\u7684\u9a6c\u592a\u6548\u5e94\uff1f\u4f7f\u7528Stata\u548cR\u7684\u57fa\u4e8e\u4e3b\u4f53\u7684\u6a21\u62df;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u51b3\u7b56\u53c2\u8003\u4fe1\u606f;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u4f20\u64ad\u516b\u5366\u7684\u4fe1\u4efb\u6a21\u578b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u63a2\u7d22\u89e3\u7684\u666f\u89c2\u7ed3\u6784\u53ef\u4ee5\u5b9e\u73b0\u66f4\u53ef\u9760\u7684\u7f51\u7edc\u793e\u533a\u68c0\u6d4b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5065\u5eb7\u548c\u963f\u5c14\u8328\u6d77\u9ed8\u6c0f\u75c7\u5927\u8111\u7684\u7f51\u7edc\u5c5e\u6027;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u6269\u5c55\u5927\u89c4\u6a21\u56fe\u7684\u7ec6\u7c92\u5ea6\u6a21\u5757\u5316\u805a\u7c7b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u8ba1\u6570\u7f51\u7edc\u4e0a\u5927\u578b\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u56e0\u679c\u8def\u5f84;<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"ql-long-8332018\">\n<p><span class=\"ql-author-8332018\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<\/h3>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u56fe\u6ce8\u610f\u529b\u81ea\u52a8\u7f16\u7801\u5668<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Graph Attention Auto-Encoders<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10715<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Amin Salehi, Hasan Davulcu<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u81ea\u52a8\u7f16\u7801\u5668\u5df2\u6210\u4e3a\u65e0\u76d1\u7763\u5b66\u4e60\u7684\u6210\u529f\u6846\u67b6\u3002\u7136\u800c\uff0c\u4f20\u7edf\u7684\u81ea\u52a8\u7f16\u7801\u5668\u4e0d\u80fd\u5728\u7ed3\u6784\u5316\u6570\u636e\u4e2d\u4f7f\u7528\u663e\u5f0f\u5173\u7cfb\u3002\u4e3a\u4e86\u5229\u7528\u56fe\u7ed3\u6784\u6570\u636e\u4e2d\u7684\u5173\u7cfb\uff0c\u6700\u8fd1\u63d0\u51fa\u4e86\u51e0\u79cd\u56fe\u81ea\u52a8\u7f16\u7801\u5668\uff0c\u4f46\u5b83\u4eec\u5ffd\u7565\u4e86\u91cd\u5efa\u56fe\u7ed3\u6784\u6216\u8282\u70b9\u5c5e\u6027\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u56fe\u6ce8\u610f\u81ea\u52a8\u7f16\u7801\u5668\uff08GATE\uff09\uff0c\u4e00\u79cd\u7528\u4e8e\u56fe\u7ed3\u6784\u6570\u636e\u7684\u65e0\u76d1\u7763\u8868\u793a\u5b66\u4e60\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u3002\u6211\u4eec\u7684\u67b6\u6784\u80fd\u591f\u901a\u8fc7\u914d\u5907\u81ea\u6ce8\u610f\u673a\u5236\u7684\u5806\u53e0\u7f16\u7801\u5668\/\u89e3\u7801\u5668\u5c42\u91cd\u5efa\u56fe\u7ed3\u6784\u8f93\u5165\uff0c\u5305\u62ec\u8282\u70b9\u5c5e\u6027\u548c\u56fe\u7ed3\u6784\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5728\u7f16\u7801\u5668\u4e2d\uff0c\u901a\u8fc7\u5c06\u8282\u70b9\u5c5e\u6027\u89c6\u4e3a\u521d\u59cb\u8282\u70b9\u8868\u793a\uff0c\u6bcf\u4e2a\u5c42\u901a\u8fc7\u53c2\u4e0e\u5176\u90bb\u5c45\u7684\u8868\u793a\u6765\u751f\u6210\u8282\u70b9\u7684\u65b0\u8868\u793a\u3002\u5728\u89e3\u7801\u5668\u4e2d\uff0c\u6211\u4eec\u5c1d\u8bd5\u53cd\u8f6c\u7f16\u7801\u8fc7\u7a0b\u4ee5\u91cd\u5efa\u8282\u70b9\u5c5e\u6027\u3002\u6b64\u5916\uff0c\u8282\u70b9\u8868\u793a\u88ab\u89c4\u5219\u5316\u4ee5\u91cd\u5efa\u56fe\u7ed3\u6784\u3002\u6211\u4eec\u63d0\u51fa\u7684\u67b6\u6784\u4e0d\u9700\u8981\u9884\u5148\u4e86\u89e3\u56fe\u7ed3\u6784\uff0c\u56e0\u6b64\u53ef\u4ee5\u5e94\u7528\u4e8e\u5f52\u7eb3\u5b66\u4e60\u3002\u6211\u4eec\u7684\u5b9e\u9a8c\u8bc1\u660e\u4e86\u5728\u8f6c\u6362\u548c\u5f52\u7eb3\u4efb\u52a1\u7684\u51e0\u4e2a\u8282\u70b9\u5206\u7c7b\u57fa\u51c6\u6570\u636e\u96c6\u4e0a\u7684\u7ade\u4e89\u6027\u80fd\uff0c\u751a\u81f3\u8d85\u8fc7\u4e86\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u76d1\u7763\u5b66\u4e60\u57fa\u7ebf\u7684\u6027\u80fd\u3002<\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<\/h3>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">forgeNet\uff1a\u4f7f\u7528\u57fa\u4e8e\u6811<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u7684\u96c6\u5408\u5206\u7c7b\u5668\u8fdb\u884c\u7279\u5f81<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u63d0\u53d6\u7684\u56fe\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.09889<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Yunchuan Kong, Tianwei Yu<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5bf9\u4e8e\u7ec4\u5b66\u6570\u636e\u7684\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u7684\u4e00\u4e2a\u72ec\u7279\u6311\u6218\u662f\u6837\u672c\uff08n\uff09\u4e0e\u5927\u91cf\u7279\u5f81\uff08p\uff09\u76f8\u6bd4\u8f83\u5c11\u3002\u8fd9\u79cd \u201cn\u226ap\u201d \u5c5e\u6027\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u4e3a\u75be\u75c5\u7ed3\u679c\u5206\u7c7b\u5e26\u6765\u4e86\u56f0\u96be\u3002\u901a\u8fc7\u7ed3\u5408\u5916\u90e8\u57fa\u56e0\u7f51\u7edc\u4fe1\u606f\uff08\u4f8b\u5982\u56fe\u5d4c\u5165\u5f0f\u6df1\u5ea6\u524d\u9988\u7f51\u7edc\uff08GEDFN\uff09\u6a21\u578b\uff09\u8fdb\u884c\u7a00\u758f\u5b66\u4e60\u5df2\u6210\u4e3a\u8be5\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f46\u662f\uff0c\u6b64\u7c7b\u65b9\u6cd5\u9700\u8981\u73b0\u6709\u7684\u7279\u5f81\u56fe\uff0c\u5e76\u4e14\u7279\u5f81\u56fe\u7684\u6f5c\u5728\u9519\u8bef\u6307\u5b9a\u53ef\u80fd\u5bf9\u5206\u7c7b\u548c\u7279\u5f81\u9009\u62e9\u6709\u5bb3\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u5c40\u9650\u5e76\u5f00\u53d1\u4e00\u4e2a\u4e0d\u4f9d\u8d56\u5916\u90e8\u77e5\u8bc6\u7684\u7a33\u5065\u5206\u7c7b\u6a21\u578b\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a forest graph embedded deep feedforward network (forgeNet) \uff0c\u5c06 GEDFN \u67b6\u6784\u4e0e\u68ee\u6797\u7279\u5f81\u56fe\u63d0\u53d6\u5668\u96c6\u6210\uff0c\u4ee5\u4fbf\u53ef\u4ee5\u4ee5\u76d1\u7763\u7684\u65b9\u5f0f\u5b66\u4e60\u7279\u5f81\u56fe\uff0c\u5e76\u4e13\u95e8\u4e3a\u7ed9\u5b9a\u7684\u9884\u6d4b\u4efb\u52a1\u6784\u5efa\u3002\u4e3a\u4e86\u9a8c\u8bc1\u65b9\u6cd5\u7684\u80fd\u529b\uff0c\u6211\u4eec\u4f7f\u7528\u5408\u6210\u548c\u771f\u5b9e\u6570\u636e\u96c6\u5bf9 forgeNet \u6a21\u578b\u8fdb\u884c\u4e86\u5b9e\u9a8c\u3002\u7531\u6b64\u4ea7\u751f\u7684\u9ad8\u5206\u7c7b\u7cbe\u5ea6\u8868\u660e\u8be5\u65b9\u6cd5\u662f\u5bf9\u7ec4\u5b66\u6570\u636e\u7684\u7a00\u758f\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u6709\u4ef7\u503c\u7684\u8865\u5145\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u57fa\u4e8e\u8d85\u7f51\u7edc\u7684\u7528<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u6237\u521b\u65b0\u77e5\u8bc6\u96c6\u6210\u6a21\u578b<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">An Integrated Model for User Innovation Knowledge Based on Super-network<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.09923<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Xiao Liao, Zhihong Li, Yunjiang Xi, Haibo Wang, Kenneth Zantow<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5728\u7ebf\u7528\u6237\u521b\u65b0\u793e\u533a\u6b63\u5728\u6210\u4e3a\u7528\u6237\u521b\u65b0\u77e5\u8bc6\u548c\u521b\u610f\u7528\u6237\u7684\u6709\u524d\u9014\u7684\u6765\u6e90\u3002\u4e3a\u4e86\u8bc6\u522b\u6709\u4ef7\u503c\u7684\u521b\u65b0\u77e5\u8bc6\u548c\u7528\u6237\uff0c\u672c\u7814\u7a76\u6784\u5efa\u4e86\u4e00\u4e2a\u96c6\u6210\u7684\u8d85\u7ea7\u7f51\u7edc\u6a21\u578b\uff0c\u5373\u7528\u6237\u521b\u65b0\u77e5\u8bc6\u8d85\u7ea7\u7f51\u7edc\uff08UIKSN\uff09\uff0c\u5c06\u96f6\u6563\u7684\u77e5\u8bc6\uff0c\u77e5\u8bc6\u9886\u57df\uff0c\u7528\u6237\u548c\u5e16\u5b50\u6574\u5408\u5230\u5728\u7ebf\u793e\u533a\u77e5\u8bc6\u7cfb\u7edf\u4e2d\u3002\u57fa\u4e8e UIKSN\uff0c\u6838\u5fc3\u521b\u65b0\u77e5\u8bc6\uff0c\u6838\u5fc3\u521b\u65b0\u77e5\u8bc6\u9886\u57df\uff0c\u6838\u5fc3\u521b\u65b0\u7528\u6237\u4ee5\u53ca\u4e2a\u4eba\u7528\u6237\u7684\u77e5\u8bc6\u7ed3\u6784\u90fd\u53ef\u4ee5\u786e\u5b9a\u3002\u8fd9\u4e9b\u7814\u7a76\u7ed3\u679c\u6709\u52a9\u4e8e\u6355\u6349\u4ea7\u54c1\uff0c\u6d41\u884c\u521b\u65b0\u548c\u521b\u610f\u7528\u6237\u7684\u521b\u65b0\u8d8b\u52bf\uff0c\u5e76\u4e3a\u6316\u6398\u505a\u51fa\u8d21\u732e\uff0c\u5e76\u5728\u793e\u533a\u521b\u65b0\u7406\u8bba\u4e2d\u6574\u5408\u548c\u5206\u6790\u521b\u65b0\u77e5\u8bc6\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<\/h3>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u591a\u65b9\u9762\u9690\u79c1\uff1a\u5982\u4f55\u5728\u4e0d\u66b4\u9732\u654f\u611f<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u5c5e\u6027\u7684\u60c5\u51b5\u4e0b\u8868\u8fbe\u60a8\u7684\u5728\u7ebf\u89d2\u8272<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Multifaceted Privacy: How to Express Your Online Persona without Revealing Your Sensitive Attributes<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.09945<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Victor Zakhary, Ishani Gupta, Rey Tang, Amr El Abbadi<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u793e\u4f1a\u7f51\u7edc\u6d41\u5206\u6790\u4e2d\u7684\u6700\u8fd1\u5de5\u4f5c\u8868\u660e\uff0c\u53ef\u4ee5\u4ece\u7528\u6237\u5199\u5165\u6216\u53c2\u4e0e\u7684\u4e3b\u9898\u4e2d\u51c6\u786e\u5730\u63a8\u65ad\u51fa\u7528\u6237\u7684\u5728\u7ebf\u89d2\u8272\u5c5e\u6027\uff08\u4f8b\u5982\uff0c\u6027\u522b\uff0c\u79cd\u65cf\uff0c\u653f\u6cbb\u5174\u8da3\uff0c\u4f4d\u7f6e\u7b49\uff09\u3002\u5c5e\u6027\u548c\u504f\u597d\u63a8\u65ad\u5df2\u5e7f\u6cdb\u7528\u4e8e\u63d0\u4f9b\u4e2a\u6027\u5316\u63a8\u8350\uff0c\u6709\u5411\u5e7f\u544a\u4ee5\u53ca\u589e\u5f3a\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u7528\u6237\u4f53\u9a8c\u3002\u4f46\u662f\uff0c\u6cc4\u9732\u7528\u6237\u7684\u654f\u611f\u5c5e\u6027\u53ef\u80fd\u4f1a\u5bf9\u67d0\u4e9b\u4eba\u6784\u6210\u9690\u79c1\u5a01\u80c1\u3002\u5fae\u89c2\u5b9a\u4f4d\uff08\u4f8b\u5982\uff0cCambridge Analytica\u4e11\u95fb\uff09\uff0c\u76d1\u89c6\u548c\u8fa8\u522b\u5e7f\u544a\u662f\u7531\u654f\u611f\u5c5e\u6027\u63a8\u65ad\u5f15\u8d77\u7684\u5bf9\u7528\u6237\u9690\u79c1\u7684\u5a01\u80c1\u7684\u793a\u4f8b\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 Multifaceted privacy \uff0c\u8fd9\u662f\u4e00\u79cd\u65b0\u9896\u7684\u9690\u79c1\u6a21\u578b\uff0c\u65e8\u5728\u6a21\u7cca\u7528\u6237\u7684\u654f\u611f\u5c5e\u6027\uff0c\u540c\u65f6\u516c\u5f00\u4fdd\u7559\u7528\u6237\u7684\u516c\u5171\u89d2\u8272\u3002\u4e3a\u4e86\u5b9e\u73b0\u591a\u65b9\u9762\u7684\u9690\u79c1\uff0c\u6211\u4eec\u6784\u5efa\u4e86 Aegis \uff0c\u8fd9\u662f\u4e00\u4e2a\u4ee5\u5ba2\u6237\u4e3a\u4e2d\u5fc3\u7684\u539f\u578b\u793e\u4f1a\u7f51\u7edc\u6d41\u5904\u7406\u7cfb\u7edf\uff0c\u6709\u52a9\u4e8e\u4fdd\u62a4\u591a\u65b9\u9762\u7684\u9690\u79c1\uff0c\u4ece\u800c\u5141\u8bb8\u793e\u4f1a\u7f51\u7edc\u7528\u6237\u81ea\u7531\u8868\u8fbe\u4ed6\u4eec\u7684\u5728\u7ebf\u89d2\u8272\uff0c\u800c\u4e0d\u4f1a\u6cc4\u9732\u4ed6\u4eec\u654f\u611f\u7684\u9009\u62e9\u5c5e\u6027\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Aegis\u5141\u8bb8\u793e\u4f1a\u7f51\u7edc\u7528\u6237\u63a7\u5236\u54ea\u4e9b\u89d2\u8272\u5c5e\u6027\u5e94\u8be5\u516c\u5f00\u663e\u793a\u4ee5\u53ca\u54ea\u4e9b\u5c5e\u6027\u5e94\u8be5\u4fdd\u5bc6\u3002\u4e3a\u6b64\uff0cAegis\u4e0d\u65ad\u5411\u793e\u4f1a\u7f51\u7edc\u7528\u6237\u5efa\u8bae\u4e3b\u9898\u548c\u4e3b\u9898\u6807\u7b7e\uff0c\u4ee5\u4fbf\u5bf9\u5176\u654f\u611f\u5c5e\u6027\u8fdb\u884c\u6a21\u7cca\u5904\u7406\uff0c\u4ece\u800c\u6df7\u6dc6\u57fa\u4e8e\u5185\u5bb9\u7684\u654f\u611f\u5c5e\u6027\u63a8\u65ad\u3002\u4ed4\u7ec6\u9009\u62e9\u5efa\u8bae\u7684\u4e3b\u9898\u4ee5\u4fdd\u7559\u7528\u6237\u516c\u5f00\u663e\u793a\u7684\u89d2\u8272\u5c5e\u6027\uff0c\u540c\u65f6\u9690\u85cf\u5176\u79c1\u6709\u654f\u611f\u89d2\u8272\u5c5e\u6027\u3002\u6211\u4eec\u7684\u5b9e\u9a8c\u8868\u660e\uff0c\u6dfb\u52a0\u5c11\u81f30\u52304\u4e2a\u6df7\u6dc6\u5e16\u5b50\uff08\u53d6\u51b3\u4e8e\u663e\u793a\u539f\u59cb\u5e16\u5b50\u7684\u65b9\u5f0f\uff09\u4f1a\u6210\u529f\u9690\u85cf\u7528\u6237\u6307\u5b9a\u7684\u654f\u611f\u5c5e\u6027\uff0c\u800c\u4e0d\u4f1a\u66f4\u6539\u7528\u6237\u7684\u516c\u5171\u89d2\u8272\u5c5e\u6027\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><strong>\u6269\u5c55\u7684\u65e0\u6807\u5ea6\u7f51\u7edc<\/strong><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Extended Scale-Free Networks<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10267<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Arthur Charpentier, Emmanuel Flachaire<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6700\u8fd1\uff0cAlderson \u7b49\u4eba\u3002 \uff082009\uff09\u63d0\u5230\uff08\u4e25\u683c\uff09\u65e0\u6807\u5ea6\u7f51\u7edc\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\u5f88\u5c11\u89c1\u3002\u8fd9\u53ef\u80fd\u4e0e Stumpf\uff0cWiuf\uff06May\uff082005\uff09\u7684\u58f0\u660e\u6709\u5173\uff0c\u5373\u65e0\u6807\u5ea6\u7f51\u7edc\u7684\u5b50\u7f51\u7edc\u4e0d\u662f\u65e0\u6807\u5ea6\u7684\u3002\u5728\u540e\u6765\uff0c\u8fd9\u4e9b\u5b50\u7f51\u7edc\u6e10\u8fd1\u65e0\u6807\u5ea6\uff0c\u4f46\u4e0d\u5e94\u5fd8\u8bb0\u4e8c\u9636\u504f\u5dee\uff08\u5b9e\u9645\u4e0a\u4e5f\u53ef\u80fd\u662f\u4e09\u9636\u504f\u5dee\uff09\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u6269\u5c55\u7684\u65e0\u6807\u5ea6\u7f51\u7edc\u7684\u6982\u5ff5\uff0c\u53d7\u6269\u5c55\u7684 Pareto \u5206\u5e03\u7684\u542f\u53d1\uff0c\u5b9e\u9645\u4e0a\u63cf\u8ff0\u771f\u5b9e\u7f51\u7edc\u53ef\u80fd\u6bd4\u4e25\u683c\u7684\u81ea\u7531\u5c5e\u6027\u66f4\u771f\u5b9e\u3002\u8be5\u5c5e\u6027\u4e0e Stumpf\uff0cWiuf\uff06May\uff082005\uff09\u4e00\u81f4\uff1a\u65e0\u6807\u5ea6\u5927\u578b\u7f51\u7edc\u7684\u5b50\u7f51\u7edc\u4e0d\u662f\u4e25\u683c\u65e0\u6807\u5ea6\u7684\uff0c\u800c\u662f\u6269\u5c55\u65e0\u6807\u5ea6\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u4fe1\u606f\u5bf9\u7b49<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Information parity in complex networks<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10281<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Aline Viol, Philipp H\u00f6vel<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5bf9\u590d\u6742\u7f51\u7edc\u7406\u8bba\u8d8a\u6765\u8d8a\u611f\u5174\u8da3\uff0c\u5bfc\u81f4\u5bf9\u65b0\u5206\u6790\u5de5\u5177\u7684\u6301\u7eed\u9700\u6c42\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u4fe1\u606f\u8bba\u7684\u65b0\u65b9\u6cd5\uff0c\u4e3a\u66f4\u597d\u5730\u7406\u89e3\u7f51\u7edc\u7cfb\u7edf\u63d0\u4f9b\u4e86\u65b0\u7684\u89c6\u89d2\uff1a\u79f0\u4e3a\u201c\u4fe1\u606f\u5947\u5076\u6821\u9a8c\u201d\uff0c\u5b83\u91cf\u5316\u4e86\u8282\u70b9\u4e4b\u95f4\u5173\u4e8e\u6574\u4e2a\u7f51\u7edc\u67b6\u6784\u7684\u5f71\u54cd\u534f\u8c03\u3002\u8003\u8651\u5230\u6d4b\u5730\u8ddd\u79bb\u7684\u7edf\u8ba1\uff0c\u4fe1\u606f\u5947\u5076\u6821\u9a8c\u68c0\u6d4b\u4e00\u5bf9\u8282\u70b9\u53ef\u4ee5\u5982\u4f55\u5f71\u54cd\u5e76\u53d7\u7f51\u7edc\u5f71\u54cd\u3002\u8fd9\u5141\u8bb8\u6211\u4eec\u91cf\u5316\u8282\u70b9\u6536\u96c6\u7684\u4fe1\u606f\u7684\u8d28\u91cf\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4e3a\u4e86\u8bc1\u660e\u8be5\u65b9\u6cd5\u7684\u6f5c\u529b\uff0c\u6211\u4eec\u8bc4\u4f30\u4e86\u793e\u4f1a\u7f51\u7edc\u548c\u4eba\u8111\u7f51\u7edc\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u793e\u4f1a\u7f51\u7edc\u4e2d\u8282\u70b9\u7684\u610f\u8bc6\u5f62\u6001\u53d6\u5411\u7b49\u65b0\u5174\u73b0\u8c61\u53d7\u5230\u5176\u4fe1\u606f\u5e73\u53f0\u7684\u4e25\u91cd\u5f71\u54cd\u3002\u6211\u4eec\u8fd8\u8868\u660e\uff0c\u89e3\u5256\u5b66\u5927\u8111\u7f51\u7edc\u5728\u4f4d\u4e8e\u77e2\u72b6\u5e73\u9762\u9644\u8fd1\u7684\u534a\u7403\u95f4\u5bf9\u5e94\u533a\u57df\u5177\u6709\u66f4\u5927\u7684\u4fe1\u606f\u5bf9\u7b49\u3002\u6700\u540e\uff0c\u4e0e\u6574\u4e2a\u7f51\u7edc\u76f8\u6bd4\uff0c\u529f\u80fd\u7f51\u7edc\u5e73\u5747\u5177\u6709\u66f4\u5927\u7684\u534a\u7403\u95f4\u901a\u4fe1\u533a\u57df\u7684\u4fe1\u606f\u5e73\u4ef7\u3002\u6211\u4eec\u53d1\u73b0\u5177\u6709\u9ad8\u4fe1\u606f\u5947\u5076\u6027\u7684\u4e00\u5bf9\u533a\u57df\u8868\u73b0\u51fa\u66f4\u9ad8\u7684\u76f8\u5173\u6027\uff0c\u8fd9\u8868\u660e\u76ae\u8d28\u533a\u57df\u4e4b\u95f4\u7684\u529f\u80fd\u76f8\u5173\u6027\u53ef\u4ee5\u90e8\u5206\u5730\u7531\u5b83\u4eec\u5bf9\u6574\u4e2a\u5927\u8111\u7684\u6574\u4f53\u5f71\u54cd\u7684\u5bf9\u79f0\u6027\u6765\u89e3\u91ca\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u76d1\u63a7\u52a8\u6001\u7f51\u7edc\uff1a\u4e00\u4e2a<span style=\"letter-spacing: 0.544px\">\u57fa<\/span><\/span><\/p>\n<p><span style=\"font-size: 16px;letter-spacing: 0.544px\">\u4e8e\u6a21\u62df\u7684\u7814\u7a76\u7b56\u7565\uff0c\u7528<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u4e8e\u6bd4<span style=\"font-size: 16px;letter-spacing: 0.544px\">\u8f83\u76d1\u63a7\u65b9\u6cd5\u548c\u6bd4\u8f83\u7814\u7a76<\/span><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Monitoring dynamic networks: a simulation-based strategy for comparing monitoring methods and a comparative study<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10302<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Lisha Yu, Inez M. Zwetsloot, Nathaniel T. Stevens, James D. Wilson, Kwok Leung Tsui<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6700\u8fd1\uff0c\u4eba\u4eec\u5bf9\u76d1\u6d4b\u548c\u8bc6\u522b\u52a8\u6001\u7f51\u7edc\u7684\u53d8\u5316\u4ea7\u751f\u4e86\u5f88\u5927\u7684\u5174\u8da3\uff0c\u8fd9\u5bfc\u81f4\u4e86\u5404\u79cd\u76d1\u6d4b\u65b9\u6cd5\u7684\u53d1\u5c55\u3002\u4e0d\u5e78\u7684\u662f\uff0c\u6ca1\u6709\u7cfb\u7edf\u5730\u6bd4\u8f83\u8fd9\u4e9b\u65b9\u6cd5;\u6b64\u5916\uff0c\u65b0\u65b9\u6cd5\u901a\u5e38\u662f\u9488\u5bf9\u7279\u5b9a\u7528\u4f8b\u800c\u8bbe\u8ba1\u7684\u3002\u9274\u4e8e\u6b64\uff0c\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u4eff\u771f\u6765\u6bd4\u8f83\u7f51\u7edc\u76d1\u63a7\u65b9\u6cd5\u5728\u5404\u79cd\u52a8\u6001\u7f51\u7edc\u53d8\u5316\u4e2d\u7684\u6027\u80fd\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4f7f\u7528\u6211\u4eec\u7684\u6a21\u62df\u52a8\u6001\u7f51\u7edc\u7cfb\u5217\uff0c\u6211\u4eec\u6bd4\u8f83\u4e86\u6587\u732e\u4e2d\u51e0\u79cd\u6700\u5148\u8fdb\u7684\u793e\u4f1a\u7f51\u7edc\u76d1\u63a7\u65b9\u6cd5\u7684\u6027\u80fd\u3002 \u6211\u4eec\u5c06\u4ed6\u4eec\u7684\u8868\u73b0\u4e0e\u5404\u79cd\u7c7b\u578b\u7684\u53d8\u5316\u8fdb\u884c\u6bd4\u8f83;\u6211\u4eec\u8003\u8651\u901a\u4fe1\u6c34\u5e73\u7684\u63d0\u9ad8\uff0c\u8282\u70b9\u503e\u5411\u7684\u53d8\u5316\u4ee5\u53ca\u793e\u533a\u7ed3\u6784\u7684\u53d8\u5316\u3002\u6211\u4eec\u8868\u660e\uff0c\u4e0d\u5b58\u5728\u4e00\u79cd\u7edf\u4e00\u4f18\u4e8e\u5176\u4ed6\u65b9\u6cd5\u7684\u65b9\u6cd5;\u6700\u597d\u7684\u65b9\u6cd5\u53d6\u51b3\u4e8e\u4e0a\u4e0b\u6587\u548c\u5e0c\u671b\u68c0\u6d4b\u7684\u66f4\u6539\u7c7b\u578b\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5f97\u51fa\u7ed3\u8bba\uff0c\u7f51\u7edc\u76d1\u63a7\u9700\u8981\u591a\u79cd\u65b9\u6cd5\uff0c\u5e76\u4e14\u4e86\u89e3\u7ed9\u5b9a\u65b9\u6cd5\u9002\u5408\u7684\u573a\u666f\u975e\u5e38\u91cd\u8981\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 15px\">\u590d\u6742\u7f51\u7edc\u4e2d\u70b9\u5bf9\u70b9\u4f20\u8f93\u7684\u5f62\u6001\u7ec4\u7ec7<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Morphological organization of point-to-point transport in complex networks<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10333<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Min-Yeong Kang, Geoffroy Berthelot, Liubov Tupikina, Christos Nicolaides, Jean-Francois Colonna, Bernard Sapoval, Denis S. Grebenkov<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u6458\u8981\uff1a \u6211\u4eec\u7814\u7a76\u4e86\u590d\u6742\u65e0\u6807\u5ea6\u7f51\u7edc\u4e2d\u70b9\u5bf9\u70b9\u7535\u529b\uff0c\u6269\u6563\u6216\u6db2\u538b\u4f20\u8f93\u7684\u7ed3\u6784\u7ec4\u7ec7\u3002\u5e94\u7528\u7535\u4f4d\u5dee\u7684\u4e24\u4e2a\u8282\u70b9\uff08\u6e90\u6781\u548c\u6f0f\u6781\uff09\u7684\u968f\u673a\u9009\u62e9\u9009\u62e9\u4e24\u4e2a\u6811\u72b6\u7ed3\u6784\uff0c\u4e00\u4e2a\u4ece\u6e90\u51fa\u73b0\uff0c\u53e6\u4e00\u4e2a\u4f1a\u805a\u5230\u6f0f\u6781\u3002\u8fd9\u4e9b\u6811\u5408\u5e76\u6210\u5269\u4f59\u8282\u70b9\u7684\u5927\u7fa4\uff0c\u8fd9\u4e9b\u8282\u70b9\u88ab\u53d1\u73b0\u662f\u51c6\u7b49\u52bf\u7684\uff0c\u56e0\u6b64\u51e0\u4e4e\u4e0d\u5b58\u5728\u5bf9\u8fd0\u8f93\u7684\u963b\u529b\u3002\u8fd9\u79cd\u5168\u5c40\u201c\u6811\u7c07 &#8211; \u6811\u201d\u7ed3\u6784\u662f\u901a\u7528\u7684\uff0c\u5e76\u5bfc\u81f4\u7535\u6d41\u5206\u5e03\u7684\u5e42\u5f8b\u8870\u51cf\u3002\u5176\u6307\u6570 -2 \u7531\u6811\u7684\u8fde\u7eed\u5206\u652f\u70b9\u5904\u7684\u7535\u6d41\u7684\u4e58\u6cd5\u51cf\u5c11\u786e\u5b9a\uff0c\u5e76\u4e14\u53d1\u73b0\u5176\u4e0e\u7f51\u7edc\u8fde\u901a\u5ea6\u548c\u7535\u963b\u5206\u5e03\u65e0\u5173\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<\/h3>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u9884\u6d4b\u5df4\u897f\u6cd5\u9662\u7684\u5224\u51b3<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Predicting Brazilian court decisions<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10348<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Andr\u00e9 Lage-Freitas, H\u00e9ctor Allende-Cid, Orivaldo Santana, L\u00edvia de Oliveira-Lage<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u9884\u6d4b\u6cd5\u9662\u5224\u51b3\u662f\u6709\u7528\u7684\uff0c\u4f46\u5bf9\u4e8e\u5f8b\u5e08\u548c\u5176\u4ed6\u6cd5\u5f8b\u4e13\u4e1a\u4eba\u5458\u6765\u8bf4\u4ecd\u7136\u662f\u4e00\u9879\u6781\u5176\u56f0\u96be\u7684\u4efb\u52a1\u3002\u641c\u7d22\u6848\u4f8b\u4fe1\u606f\u4ee5\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u5e76\u4e0d\u5bb9\u6613\uff0c\u56e0\u4e3a\u8fd9\u9700\u8981\u5904\u7406\u5927\u91cf\u6570\u636e\u96c6\u53ca\u5176\u590d\u6742\u6027\u3002\u4f8b\u5982\uff0c\u5df4\u897f\u6cd5\u5f8b\u5236\u5ea6\u7684\u590d\u6742\u6027\u4ee5\u53ca\u9ad8\u8bc9\u8bbc\u7387\u4f7f\u5f97\u8fd9\u4e2a\u95ee\u9898\u66f4\u52a0\u56f0\u96be\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u9884\u6d4b\u5df4\u897f\u6cd5\u9662\u5224\u51b3\u7684\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u4e5f\u80fd\u591f\u9884\u6d4b\u8be5\u51b3\u5b9a\u662f\u5426\u4e00\u81f4\u3002\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u5de5\u4f5c\u539f\u578b\uff0c\u5bf9\u6765\u81ea\u5df4\u897f\u6cd5\u9662\u76844,043\u4e2a\u6848\u4ef6\u7ec4\u6210\u7684\u6570\u636e\u96c6\u6267\u884c79\uff05\u7684\u51c6\u786e\u5ea6\uff08F1\u5206\u6570\uff09\u3002\u636e\u6211\u4eec\u6240\u77e5\uff0c\u8fd9\u662f\u7b2c\u4e00\u9879\u9884\u6d4b\u5df4\u897f\u6cd5\u5b98\u5224\u51b3\u7684\u7814\u7a76\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u57fa\u4e8e\u6a21\u5757\u5316\u7684\u6ce8\u610f<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u529b\u6a21\u578b\u7684\u65e0\u76d1\u7763\u793e\u533a\u68c0\u6d4b<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Unsupervised Community Detection with Modularity-Based Attention Model<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10350<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Ivan Lobov, Sergey Ivanov<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u8ba8\u8bba\u4e86\u65e0\u76d1\u7763\u8282\u70b9\u805a\u7c7b\u5728\u56fe\u4e0a\u7684\u95ee\u9898\uff0c\u5e76\u5c55\u793a\u4e86\u6ce8\u610f\u6a21\u578b\u7684\u6700\u65b0\u8fdb\u5c55\u5982\u4f55\u80fd\u591f\u6210\u529f\u5730\u5e94\u7528\u4e8e\u95ee\u9898\u7684\u201c\u575a\u56fa\u201d\u72b6\u6001\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65e0\u76d1\u7763\u7b97\u6cd5\uff0c\u901a\u8fc7\u4f18\u5316\u8f6f\u6a21\u5757\u6027\u635f\u5931\u5bf9 Bethe Hessian \u5d4c\u5165\u8fdb\u884c\u7f16\u7801\uff0c\u5e76\u8ba4\u4e3a\u6211\u4eec\u7684\u6a21\u578b\u5bf9\u4e8e\u7ecf\u5178\u548c\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09 \u6a21\u578b\u90fd\u5177\u6709\u7ade\u4e89\u529b\uff0c\u540c\u65f6\u5b83\u53ef\u4ee5\u5728\u5355\u4e2a\u56fe\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">Tempus Volat\uff0cHora Fugit<\/span><span style=\"font-size: 16px;letter-spacing: 0.544px\">\u2014\u2014<\/span><\/p>\n<p><span style=\"font-size: 16px;letter-spacing: 0.544px\">\u79bb\u6563\u548c\u8fde\u7eed\u65f6\u95f4\u52a8\u6001\u7f51\u7edc\u6a21\u578b\u7efc\u8ff0<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Tempus Volat, Hora Fugit \u2014 A Survey of Dynamic Network Models in Discrete and Continuous Time<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10351<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Cornelius Fritz, Michael Lebacher, G\u00f6ran Kauermann<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px\">\u9274\u4e8e\u53ef\u7528\u4e8e\u5efa\u6a21\u52a8\u6001\u7f51\u7edc\u7684\u5de5\u5177\u6570\u91cf\u4e0d\u65ad\u589e\u52a0\uff0c\u5408\u9002\u6a21\u578b\u7684\u9009\u62e9\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u901a\u5e38\u5f88\u96be\u6bd4\u8f83\u4e0d\u540c\u6a21\u578b\u7684\u9002\u7528\u6027\u548c\u89e3\u91ca\u3002\u672c\u6b21\u8c03\u67e5\u7684\u76ee\u7684\u662f\u63d0\u4f9b\u6d41\u884c\u7684\u52a8\u6001\u7f51\u7edc\u6a21\u578b\u7684\u6982\u8ff0\u3002\u8be5\u8c03\u67e5\u7684\u91cd\u70b9\u662f\u5f15\u5165\u5177\u6709\u76f8\u5e94\u5047\u8bbe\uff0c\u4f18\u52bf\u548c\u4e0d\u8db3\u7684\u4e8c\u5143\u7f51\u7edc\u6a21\u578b\u3002\u6839\u636e\u751f\u6210\u8fc7\u7a0b\u5212\u5206\u6a21\u578b\uff0c\u5206\u522b\u5728\u79bb\u6563\u548c\u8fde\u7eed\u65f6\u95f4\u64cd\u4f5c\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u9996\u5148\uff0c\u6211\u4eec\u4ecb\u7ecd\u65f6\u95f4\u6307\u6570\u968f\u673a\u56fe\u6a21\u578b\uff08TERGM\uff09\u53ca\u5176\u6269\u5c55\uff0c\u53ef\u5206\u79bb TERGM\uff08STERGM\uff09\uff0c\u4e24\u8005\u90fd\u662f\u65f6\u95f4\u79bb\u6563\u6a21\u578b\u3002\u7136\u540e\u5c06\u8fd9\u4e9b\u6a21\u578b\u4e0e\u8fde\u7eed\u8fc7\u7a0b\u6a21\u578b\u8fdb\u884c\u5bf9\u6bd4\uff0c\u91cd\u70b9\u5173\u6ce8\u5173\u7cfb\u4e8b\u4ef6\u6a21\u578b\uff08REM\uff09\u3002\u6211\u4eec\u8fd8\u5c55\u793a\u4e86 REM \u5982\u4f55\u5904\u7406\u65f6\u95f4\u805a\u7c7b\u89c2\u6d4b\uff0c\u5373\u5728\u79bb\u6563\u65f6\u95f4\u70b9\u89c2\u5bdf\u5230\u7684\u8fde\u7eed\u65f6\u95f4\u6570\u636e\u3002\u9664\u4e86\u8ba8\u8bba\u7406\u8bba\u6027\u8d28\u548c\u62df\u5408\u7a0b\u5e8f\u5916\uff0c\u6211\u4eec\u8fd8\u7279\u522b\u5173\u6ce8\u4f7f\u7528\u4ee3\u8868\u56fd\u9645\u6b66\u5668\u8f6c\u8ba9\u7684\u7f51\u7edc\u6a21\u578b\u7684\u5e94\u7528\u3002\u8be5\u6570\u636e\u5141\u8bb8\u8bc1\u660e\u7f51\u7edc\u6a21\u578b\u7684\u9002\u7528\u6027\u548c\u89e3\u91ca\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u901a\u8fc7\u5fae\u89c2\u7f51\u7edc\u6a21\u578b\u548c\u5b8f<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u89c2\u5206\u652f\u8fc7\u7a0b\u63cf\u8ff0\u7684\u6269<span style=\"font-size: 16px;letter-spacing: 0.544px\">\u6563<\/span><\/span><\/p>\n<p><span style=\"letter-spacing: 0.544px;font-size: 16px\">\u52a8\u6001\u53ef\u80fd\u56e0\u805a\u7ed3\u800c\u4e0d\u540c<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Description of spreading dynamics by microscopic network models and macroscopic branching processes can differ due to coalescence<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10402<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Johannes Zierenberg, Jens Wilting, Viola Priesemann, Anna Levina<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u901a\u5e38\u901a\u8fc7\u8ba1\u7b97\u968f\u65f6\u95f4\u7684\u53d1\u751f\u6b21\u6570\u6765\u5728\u5b8f\u89c2\u6c34\u5e73\u4e0a\u76d1\u6d4b\u6269\u6563\u8fc7\u7a0b\u3002\u7136\u540e\uff0c\u5047\u8bbe\u5fae\u89c2\u8d21\u732e\u53ef\u5ffd\u7565\u4e0d\u8ba1\uff0c\u5219\u53ef\u4ee5\u5728\u5fae\u89c2\u5c42\u9762\u4e0a\u5efa\u6a21\uff0c\u5047\u8bbe\u5b58\u5728\u6f5c\u5728\u7684\u76f8\u4e92\u4f5c\u7528\u7f51\u7edc\uff0c\u6216\u8005\u76f4\u63a5\u5728\u5b8f\u89c2\u5c42\u9762\u4e0a\u5efa\u6a21\u3002\u4e24\u79cd\u63cf\u8ff0\u7684\u5b8f\u89c2\u7279\u5f81\u901a\u5e38\u88ab\u8ba4\u4e3a\u662f\u76f8\u540c\u7684\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u8868\u660e\u5fae\u89c2\u548c\u5b8f\u89c2\u63cf\u8ff0\u7684\u8fd9\u4e9b\u7279\u5f81\u53ef\u80fd\u7531\u4e8e\u805a\u7ed3\u800c\u4e0d\u540c\uff0c\u5373\uff0c\u8282\u70b9\u88ab\u591a\u4e2a\u6e90\u540c\u65f6\u6fc0\u6d3b\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u7279\u522b\u5730\uff0c\u6211\u4eec\u8003\u8651\u5177\u6709\u9000\u706b\u8fde\u63a5\u75c5\u75c7\u7684\uff08\u5fae\u89c2\uff09\u5206\u652f\u7f51\u7edc\uff08\u6982\u7387\u5143\u80de\u81ea\u52a8\u673a\uff09\uff0c\u8bb0\u5f55\u5b8f\u89c2\u6d3b\u52a8\uff0c\u7136\u540e\u901a\u8fc7\uff08\u5b8f\u89c2\uff09\u5206\u652f\u8fc7\u7a0b\u6765\u8fd1\u4f3c\u8be5\u6d3b\u6027\u3002\u5728\u6b64\u6846\u67b6\u4e2d\uff0c\u6211\u4eec\u5206\u6790\u8ba1\u7b97\u5408\u5e76\u5bf9\u96c6\u4f53\u52a8\u6001\u7684\u5f71\u54cd\u3002\u6211\u4eec\u8bc1\u660e\u4e86\u805a\u7ed3\u5bfc\u81f4\u4e86\u8fde\u7eed\u7f51\u7edc\u6d3b\u52a8\u7684\u6761\u4ef6\u671f\u671b\u503c\u7684\u901a\u7528\u975e\u7ebf\u6027\u5c3a\u5ea6\u51fd\u6570\u3002\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u91cf\u5316\u5fae\u89c2\u6a21\u578b\u53c2\u6570\u548c\u5df2\u5efa\u7acb\u7684\u5b8f\u89c2\u4f30\u8ba1\u4e4b\u95f4\u7684\u5dee\u5f02\u3002\u4e3a\u4e86\u514b\u670d\u8fd9\u79cd\u5dee\u5f02\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u975e\u7ebf\u6027\u4f30\u8ba1\u5668\uff0c\u53ef\u4ee5\u6b63\u786e\u5730\u63a8\u65ad\u51fa\u6240\u6709\u7cfb\u7edf\u5c3a\u5bf8\u7684\u6a21\u578b\u5206\u652f\u53c2\u6570\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u4ece\u96f6\u5f00\u59cb\u5b66\u4e60\u8bc6\u522b\u9ad8\u4ecb\u6570\u4e2d\u5fc3<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u6027\u8282\u70b9\uff1a\u4e00\u79cd\u65b0\u7684\u56fe\u795e\u7ecf\u7f51\u7edc\u65b9\u6cd5<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10418<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Changjun Fan, Li Zeng, Yuhui Ding, Muhao Chen, Yizhou Sun, Zhong Liu<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u4e2d\u4ecb\u4e2d\u5fc3\u6027\uff08BC\uff09\u662f\u7528\u4e8e\u7f51\u7edc\u5206\u6790\u7684\u6700\u5e38\u7528\u7684\u4e2d\u5fc3\u5ea6\u91cf\u4e4b\u4e00\uff0c\u5176\u65e8\u5728\u63cf\u8ff0\u7f51\u7edc\u4e2d\u8282\u70b9\u5728\u901a\u8fc7\u5b83\u4eec\u7684\u6700\u77ed\u8def\u5f84\u7684\u5206\u6570\u65b9\u9762\u7684\u91cd\u8981\u6027\u3002\u5b83\u662f\u8bb8\u591a\u6709\u4ef7\u503c\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u5173\u952e\uff0c\u5305\u62ec\u793e\u533a\u68c0\u6d4b\u548c\u7f51\u7edc\u62c6\u89e3\u3002\u7531\u4e8e\u9ad8\u65f6\u95f4\u590d\u6742\u6027\uff0c\u8ba1\u7b97\u5927\u578b\u7f51\u7edc\u4e0a\u7684BC\u5206\u6570\u5728\u8ba1\u7b97\u4e0a\u5177\u6709\u6311\u6218\u6027\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5df2\u7ecf\u63d0\u51fa\u4e86\u8bb8\u591a\u8fd1\u4f3c\u7b97\u6cd5\u6765\u52a0\u901f BC \u7684\u4f30\u8ba1\uff0c\u5176\u4e3b\u8981\u662f\u57fa\u4e8e\u91c7\u6837\u7684\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5728\u5927\u89c4\u6a21\u7f51\u7edc\u4e0a\u4ecd\u7136\u503e\u5411\u4e8e\u76f8\u5f53\u957f\u7684\u6267\u884c\u65f6\u95f4\uff0c\u5e76\u4e14\u5f53\u7f51\u7edc\u7ed3\u6784\u53d1\u751f\u5fae\u5c0f\u53d8\u5316\u65f6\uff0c\u5b83\u4eec\u7684\u7ed3\u679c\u901a\u5e38\u4f1a\u52a0\u5267\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4e13\u6ce8\u4e8e\u5728\u56fe\u4e2d\u8bc6\u522b\u5177\u6709\u9ad8 BC \u7684\u8282\u70b9\uff0c\u56e0\u4e3a\u8bb8\u591a\u5e94\u7528\u573a\u666f\u662f\u5728\u68c0\u7d22\u5177\u6709 top-k BC \u7684\u8282\u70b9\u7684\u57fa\u7840\u4e0a\u6784\u5efa\u7684\u3002\u4e0e\u4ee5\u524d\u7684\u542f\u53d1\u5f0f\u65b9\u6cd5\u4e0d\u540c\uff0c\u6211\u4eec\u5c06\u6b64\u4efb\u52a1\u8f6c\u5316\u4e3a\u5b66\u4e60\u95ee\u9898\uff0c\u5e76\u8bbe\u8ba1\u57fa\u4e8e\u7f16\u7801\u5668 &#8211; \u89e3\u7801\u5668\u7684\u6846\u67b6\u6765\u89e3\u51b3\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u66f4\u5177\u4f53\u5730\u8bf4\uff0c\u7f16\u7801\u5668\u5229\u7528\u7f51\u7edc\u7ed3\u6784\u5c06\u6bcf\u4e2a\u8282\u70b9\u7f16\u7801\u6210\u5d4c\u5165\u5411\u91cf\uff0c\u8be5\u5d4c\u5165\u5411\u91cf\u6355\u83b7\u8282\u70b9\u7684\u91cd\u8981\u7ed3\u6784\u4fe1\u606f\u3002\u89e3\u7801\u5668\u5c06\u6bcf\u4e2a\u8282\u70b9\u7684\u5d4c\u5165\u5411\u91cf\u53d8\u6362\u4e3a\u6807\u91cf\uff0c\u5176\u4ee5BC\u7684\u5f62\u5f0f\u6355\u83b7\u8be5\u8282\u70b9\u7684\u76f8\u5bf9\u7b49\u7ea7\u3002\u6211\u4eec\u4f7f\u7528\u6210\u5bf9\u6392\u540d\u635f\u5931\u6765\u8bad\u7ec3\u6a21\u578b\u4ee5\u8bc6\u522b\u5173\u4e8e\u5176BC\u7684\u8282\u70b9\u7684\u987a\u5e8f\u3002\u901a\u8fc7\u5bf9\u5c0f\u89c4\u6a21\u7f51\u7edc\u7684\u8bad\u7ec3\uff0c\u5b66\u4e60\u6a21\u578b\u80fd\u591f\u4e3a\u4efb\u4f55\u770b\u4e0d\u89c1\u7684\u7f51\u7edc\u7684\u8282\u70b9\u5206\u914d\u76f8\u5bf9BC\u5206\u6570\uff0c\u4ece\u800c\u8bc6\u522b\u9ad8\u6392\u540d\u7684\u8282\u70b9\u3002\u5728\u5408\u6210\u548c\u73b0\u5b9e\u4e16\u754c\u7f51\u7edc\u4e0a\u7684\u7efc\u5408\u5b9e\u9a8c\u8868\u660e\uff0c\u4e0e\u4ee3\u8868\u6027\u57fa\u7ebf\u76f8\u6bd4\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5927\u5927\u52a0\u5feb\u4e86\u9884\u6d4b\u901f\u5ea6\uff0c\u4f46\u6ca1\u6709\u660e\u663e\u7684\u7cbe\u5ea6\u727a\u7272\uff0c\u5e76\u4e14\u5728\u51e0\u4e2a\u5927\u578b\u771f\u5b9e\u4e16\u754c\u7f51\u7edc\u4e0a\u7684\u51c6\u786e\u6027\u8d85\u8fc7\u4e86\u6700\u65b0\u6280\u672f\u6c34\u5e73\u3002 <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u4f7f\u7528 boutique \u8fdb\u884c\u793e<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u4ea4\u5a92<span style=\"font-size: 16px;letter-spacing: 0.544px\">\u4f53\u6570\u636e\u7684\u591a\u6a21\u578b\u8c03\u67e5<\/span><\/span><\/p>\n<p><span style=\"font-size: 16px\">\u63a2\u7d22\u2014\u2014\u4ee5\u516c\u5171\u536b\u751f\u4e3a\u4f8b<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Multi-Model Investigative Exploration of Social Media Data with boutique: A Case Study in Public Health<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10482<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Junan Guo, Subhasis Dasgupta, Amarnath Gupta<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6211\u4eec\u4ecb\u7ecd\u4e86\u516c\u5171\u536b\u751f\u4e2d\u6570\u636e\u79d1\u5b66\u95ee\u9898\u7684\u7ecf\u9a8c\uff0c\u7814\u7a76\u4eba\u5458\u5229\u7528\u793e\u4ea4\u5a92\u4f53\uff08Twitter\uff09\u786e\u5b9a\u516c\u4f17\u662f\u5426\u8868\u73b0\u51fa\u5bf9\u516c\u5171\u536b\u751f\u8fd0\u52a8\u63d0\u4f9b\u7684\u827e\u6ecb\u75c5\u9884\u9632\u63aa\u65bd\u7684\u8ba4\u8bc6\u3002\u4e3a\u4e86\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u540d\u4e3a\u7cbe\u54c1\u7684\u8c03\u67e5\u63a2\u7d22\u7cfb\u7edf\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4eea\u8868\u677f\u754c\u9762\u6267\u884c\u591a\u6b65\u9aa4\u53ef\u89c6\u5316\u548c\u6570\u636e\u63a2\u7d22\u3002\u7cbe\u54c1\u7684\u72ec\u7279\u529f\u80fd\u5305\u62ec\u5904\u7406\u591a\u5143\u5546\u5e97\u63d0\u4f9b\u7684\u5f02\u7c7b\u6570\u636e\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5c06\u8ba1\u7b97\u4f5c\u4e3a\u8c03\u67e5\u63a2\u7d22\u8fc7\u7a0b\u7684\u4e00\u90e8\u5206\u7684\u80fd\u529b\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u7cbe\u54c1\u4e2d\u95f4\u4ef6\u7684\u8bbe\u8ba1\uff0c\u5e76\u901a\u8fc7\u8c03\u67e5\u8fc7\u7a0b\u6765\u89e3\u51b3\u73b0\u5b9e\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u68c0\u6d4b\u7f51\u7edc\u4e2d\u65f6\u95f4<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u5e8f\u5217\u6570\u636e\u7684\u8def\u5f84\u5f02\u5e38<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Detecting Path Anomalies in Time Series Data on Networks<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10580<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Timothy LaRock, Vahan Nanumyan, Ingo Scholtes, Giona Casiraghi, Tina Eliassi-Rad, Frank Schweitzer<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px\">\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e2d\u7684\u65e0\u76d1\u7763\u68c0\u6d4b\u5f02\u5e38\u5177\u6709\u91cd\u8981\u7684\u5e94\u7528\uff0c\u4f8b\u5982\uff0c\u5728\u7528\u6237\u884c\u4e3a\u5efa\u6a21\uff0c\u6b3a\u8bc8\u68c0\u6d4b\u548c\u7f51\u7edc\u5b89\u5168\u4e2d\u3002\u5f02\u5e38\u68c0\u6d4b\u5df2\u7ecf\u5728\u5206\u7c7b\u5e8f\u5217\u4e2d\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7814\u7a76\uff0c\u4f46\u662f\u6211\u4eec\u7ecf\u5e38\u53ef\u4ee5\u8bbf\u95ee\u5305\u542b\u901a\u8fc7\u7f51\u7edc\u7684\u8def\u5f84\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u3002\u793a\u4f8b\u5305\u62ec\u91d1\u878d\u7f51\u7edc\u4e2d\u7684\u4ea4\u6613\u5e8f\u5217\uff0c\u4ea4\u53c9\u5f15\u7528\u6587\u6863\u7684\u7f51\u7edc\u4e2d\u7684\u7528\u6237\u70b9\u51fb\u6d41\uff0c\u6216\u4ea4\u901a\u7f51\u7edc\u4e2d\u7684\u65c5\u884c\u8def\u7ebf\u3002\u4e3a\u4e86\u53ef\u9760\u5730\u68c0\u6d4b\u5f02\u5e38\uff0c\u6211\u4eec\u5fc5\u987b\u8003\u8651\u8fd9\u6837\u7684\u4e8b\u5b9e\uff0c\u5373\u8fd9\u4e9b\u6570\u636e\u5305\u542b\u5927\u91cf\u7531\u56fe\u62d3\u6251\u7ea6\u675f\u7684\u77ed\u8def\u5f84\u7684\u72ec\u7acb\u89c2\u6d4b\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u6b64\u5916\uff0c\u771f\u5b9e\u7cfb\u7edf\u7684\u5f02\u8d28\u6027\u6392\u9664\u4e86\u57fa\u4e8e\u9891\u7387\u7684\u5f02\u5e38\u68c0\u6d4b\u6280\u672f\uff0c\u8fd9\u4e9b\u6280\u672f\u4e0d\u8003\u8651\u9ad8\u5ea6\u504f\u659c\u7684\u8fb9\u548c\u5ea6\u6570\u7edf\u8ba1\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u79cd\u65b0\u7684\u6846\u67b6\uff0c\u7528\u4e8e\u65e0\u9650\u5236\u5730\u68c0\u6d4b\u56fe\u4e2d\u5927\u578b\u53ef\u53d8\u957f\u5ea6\u65f6\u95f4\u8def\u5f84\u4e2d\u7684\u5f02\u5e38\uff0c\u8fd9\u63d0\u4f9b\u4e86\u4e00\u79cd\u6709\u6548\u7684\u5206\u6790\u65b9\u6cd5\u6765\u68c0\u6d4b\u5177\u6709\u5f02\u5e38\u9891\u7387\u7684\u8def\u5f84\uff0c\u8fd9\u4e9b\u5f02\u5e38\u9891\u7387\u662f\u7531\u4e8e\u8282\u70b9\u4ee5\u610f\u60f3\u4e0d\u5230\u7684\u65f6\u95f4\u987a\u5e8f\u904d\u5386\u800c\u4ea7\u751f\u7684\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u5355\u4e2a\u5411\u91cf\u591f\u4e86\u5417\uff1f\u63a2<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u7d22\u7f51\u7edc\u5d4c\u5165\u7684\u8282\u70b9\u591a\u4e49\u6027<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10668<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Ninghao Liu, Qiaoyu Tan, Yuening Li, Hongxia Yang, Jingren Zhou, Xia Hu<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u7f51\u7edc\u5df2\u88ab\u5e7f\u6cdb\u7528\u4f5c\u62bd\u8c61\u73b0\u5b9e\u4e16\u754c\u7cfb\u7edf\u4ee5\u53ca\u7ec4\u7ec7\u5b9e\u4f53\u4e4b\u95f4\u5173\u7cfb\u7684\u6570\u636e\u7ed3\u6784\u3002\u7f51\u7edc\u5d4c\u5165\u6a21\u578b\u662f\u5c06\u7f51\u7edc\u4e2d\u7684\u8282\u70b9\u6620\u5c04\u5230\u8fde\u7eed\u5411\u91cf\u7a7a\u95f4\u8868\u793a\u4e2d\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u4ee5\u4fbf\u4e8e\u540e\u7eed\u4efb\u52a1\uff0c\u4f8b\u5982\u5206\u7c7b\u548c\u94fe\u8def\u9884\u6d4b\u3002\u73b0\u6709\u7684\u7f51\u7edc\u5d4c\u5165\u6a21\u578b\u5c06\u6bcf\u4e2a\u8282\u70b9\u7684\u6240\u6709\u4fe1\u606f\uff08\u4f8b\u5982\u94fe\u8def\u548c\u5c5e\u6027\uff09\u5168\u9762\u5730\u96c6\u6210\u5230\u5355\u4e2a\u5d4c\u5165\u5411\u91cf\u4e2d\uff0c\u4ee5\u8868\u793a\u8282\u70b9\u5728\u7f51\u7edc\u4e2d\u7684\u4e00\u822c\u89d2\u8272\u3002\u7136\u800c\uff0c\u771f\u5b9e\u4e16\u754c\u7684\u5b9e\u4f53\u53ef\u4ee5\u662f\u591a\u65b9\u9762\u7684\uff0c\u7531\u4e8e\u4e0d\u540c\u7684\u52a8\u673a\u6216\u4e0d\u4e00\u5b9a\u76f8\u5173\u7684\u81ea\u6211\u7279\u5f81\uff0c\u5b83\u8fde\u63a5\u5230\u4e0d\u540c\u7684\u793e\u533a\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4f8b\u5982\uff0c\u5728\u7535\u5f71\u63a8\u8350\u7cfb\u7edf\u4e2d\uff0c\u7528\u6237\u53ef\u80fd\u540c\u65f6\u559c\u6b22\u559c\u5267\u6216\u6050\u6016\u7535\u5f71\uff0c\u4f46\u8fd9\u4e24\u79cd\u7c7b\u578b\u7684\u7535\u5f71\u5728\u5d4c\u5165\u7a7a\u95f4\u4e2d\u4e0d\u592a\u53ef\u80fd\u76f8\u4e92\u63a5\u8fd1\uff0c\u7528\u6237\u5d4c\u5165\u77e2\u91cf\u4e5f\u4e0d\u8db3\u4ee5\u63a5\u8fd1\u5b83\u4eec\u3002\u540c\u4e00\u65f6\u95f4\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u591a\u7ef4\u5d4c\u5165\u65b9\u6cd5\uff0c\u7528\u4e8e\u5bf9\u8282\u70b9\u7684\u591a\u4e2a\u65b9\u9762\u8fdb\u884c\u5efa\u6a21\uff0c\u8fd9\u662f\u7531\u8bed\u8a00\u5efa\u6a21\u4e2d\u7684\u5355\u8bcd\u591a\u4e49\u73b0\u8c61\u6240\u9a71\u52a8\u7684\u3002\u8282\u70b9\u7684\u6bcf\u4e2a\u65b9\u9762\u88ab\u6620\u5c04\u4e3a\u5d4c\u5165\u5411\u91cf\uff0c\u800c\u6211\u4eec\u8fd8\u7ef4\u6301\u6bcf\u5bf9\u8282\u70b9\u548c\u65b9\u9762\u4e4b\u95f4\u7684\u5173\u8054\u5ea6\u3002\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u9002\u7528\u4e8e\u5404\u79cd\u73b0\u6709\u7684\u5d4c\u5165\u6a21\u578b\uff0c\u800c\u4e0d\u4f1a\u4f7f\u4f18\u5316\u8fc7\u7a0b\u663e\u8457\u590d\u6742\u5316\u3002\u6211\u4eec\u8fd8\u8ba8\u8bba\u4e86\u5982\u4f55\u5c06\u4e0d\u540c\u65b9\u9762\u7684\u5d4c\u5165\u5411\u91cf\u7528\u4e8e\u63a8\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u5206\u7c7b\u548c\u94fe\u8def\u9884\u6d4b\u3002\u5bf9\u771f\u5b9e\u4e16\u754c\u6570\u636e\u96c6\u7684\u5b9e\u9a8c\u6709\u52a9\u4e8e\u5168\u9762\u8bc4\u4f30\u6240\u63d0\u65b9\u6cd5\u7684\u6027\u80fd\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u7528\u95ed\u5408\u7cfb\u6570\u6d4b\u91cf\u6709\u5411\u4e09\u5143\u95ed\u5305<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Measuring Directed Triadic Closure with Closure Coefficients<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10683<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Hao Yin, Austin R. Benson, Johan Ugander<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6700\u8fd1\u7814\u7a76\u65e0\u5411\u56fe\u4e2d\u805a\u7c7b\u7684\u5de5\u4f5c\u5f15\u8d77\u4e86\u5bf9\u805a\u7126\u4e8e\u4e09\u89d2\u5f62\u201c\u4e2d\u5fc3\u201d\u8282\u70b9\u7684\u805a\u7c7b\u6d4b\u91cf\u4e0e\u4fa7\u91cd\u4e8e\u201c\u542f\u52a8\u5668\u201d\u7684\u6d4b\u91cf\u4e4b\u95f4\u7684\u533a\u522b\u7684\u5173\u6ce8\uff0c\u8fd9\u79cd\u533a\u522b\u5177\u6709\u76f8\u5f53\u5927\u7684\u540e\u679c\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u6709\u5411\u56fe\u4e2d\u7684\u73b0\u6709\u63aa\u65bd\u90fd\u662f\u4ee5\u4e2d\u5fc3\u4e3a\u4e2d\u5fc3\u7684\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u7cfb\u5217\u6709\u5411\u95ed\u5305\u7cfb\u6570\uff0c\u4ece\u8282\u70b9\u542f\u52a8\u95ed\u5305\u7684\u89d2\u5ea6\u6765\u8861\u91cf\u6709\u5411\u56fe\u4e2d\u4e09\u5143\u95ed\u5408\u7684\u9891\u7387\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u6211\u4eec\u89c2\u5bdf\u5230\u8fd9\u4e9b\u7cfb\u6570\u5728\u73b0\u5b9e\u4e16\u754c\u7f51\u7edc\u4e0a\u7684\u663e\u8457\u7ecf\u9a8c\u53d8\u5316\uff0c\u5373\u4f7f\u5728\u8bf1\u5bfc\u6709\u5411\u4e09\u89d2\u5f62\u662f\u540c\u6784\u7684\u60c5\u51b5\u4e0b\u4e5f\u662f\u5982\u6b64\u3002\u4e3a\u4e86\u7406\u89e3\u8fd9\u79cd\u73b0\u8c61\uff0c\u6211\u4eec\u5728\u6709\u5411\u914d\u7f6e\u6a21\u578b\u4e0b\u68c0\u9a8c\u4e86\u95ed\u5305\u7cfb\u6570\u7684\u7406\u8bba\u884c\u4e3a\u3002\u6211\u4eec\u7684\u5206\u6790\u8bf4\u660e\u4e86\u95ed\u5408\u7cfb\u6570\u4e0e\u7f51\u7edc\u7684\u8054\u5408\u5165\u5ea6\u548c\u51fa\u5ea6\u5206\u5e03\u7684\u65f6\u523b\u4e4b\u95f4\u7684\u6f5c\u5728\u8054\u7cfb\uff0c\u63d0\u4f9b\u4e86\u5bf9\u89c2\u5bdf\u5230\u7684\u4e0d\u5bf9\u79f0\u6027\u7684\u89e3\u91ca\u3002\u6211\u4eec\u4f7f\u7528\u6709\u5411\u95ed\u5305\u7cfb\u6570\u4f5c\u4e3a\u4e24\u4e2a\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u4e2d\u7684\u9884\u6d4b\u5668\u3002\u6211\u4eec\u5728\u7c7b\u5e73\u8861\u4e8c\u5143\u9884\u6d4b\u4e2d\u627e\u5230 AUC \u5206\u6570\u9ad8\u4e8e0.92\u7684\u53ef\u89e3\u91ca\u6a21\u578b\uff0c\u5927\u5927\u4f18\u4e8e\u4f7f\u7528\u4f20\u7edf\u4e2d\u5fc3\u805a\u7126\u6d4b\u91cf\u7684\u6a21\u578b\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u5177\u6709M\u4e2a\u9009\u62e9\u7684\u79bb\u6563\u610f\u89c1\u52a8\u6001<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Discrete Opinion Dynamics with M choices<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10878<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Andre C. R. Martins<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5728\u8fd9\u91cc\uff0c\u6211\u7814\u7a76\u5982\u4f55\u83b7\u5f97\u4e00\u4e2a\u610f\u89c1\u52a8\u6001\u6a21\u578b\uff0c\u5176\u4e2d\u6709\u53ef\u80fd\u5b58\u5728 M \u79bb\u6563\u9009\u62e9\uff0c\u5e76\u4e14\u9700\u8981\u5bf9\u6bcf\u4e2a\u4ee3\u7406\u9009\u62e9\u7684\u5f3a\u5ea6\u8fdb\u884c\u5efa\u6a21\u3002\u83b7\u5f97\u65b0\u6a21\u578b\u4f5c\u4e3a\u8fde\u7eed\u610f\u89c1\u548c\u79bb\u6563\u884c\u52a8\uff08CODA\uff09\u6a21\u578b\u7684\u6269\u5c55\u3002\u89e3\u51b3\u4e86\u4e3a\u7b80\u5355\u6a21\u578b\u9009\u62e9\u9002\u5f53\u53d8\u91cf\u7684\u6280\u672f\u96be\u9898\u3002\u5bf9\u4e8e\u5bf9\u79f0\u60c5\u51b5\uff0c\u627e\u5230\u65e0\u6807\u5ea6\u6a21\u578b\u3002\u4f46\u662f\uff0c\u5728\u5206\u6790\u7ed3\u679c\u65f6\uff0c\u4f3c\u4e4e\u9700\u8981\u6539\u53d8\u53d8\u91cf\u4ee5\u4fbf\u4e8e\u89e3\u91ca\u3002\u8fd9\u91cc\u4e5f\u89c2\u5bdf\u5230\u6781\u7aef\u4e3b\u4e49\uff0c\u8fd9\u662f\u901a\u8fc7\u5c40\u90e8\u52a0\u5f3a\u5177\u6709\u76f8\u540c\u9009\u62e9\u7684\u4ee3\u7406\u4eba\u57df\u5185\u7684\u610f\u89c1\u800c\u4ea7\u751f\u7684\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u4f18\u5316\u79cd\u5b50\u6269\u5c55\u7fa4\u843d\u68c0<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u6d4b\u7684\u5e7f\u4e49 PageRank \u65b9\u6cd5<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10881<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Pan Li, Eli Chien, Olgica Milenkovic<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u56fe\u4e0a\u7684\u968f\u673a\u6e38\u8d70\uff08RW\uff09\u7684\u7740\u9646\u6982\u7387\uff08LP\uff09\u7f16\u7801\u5173\u4e8e\u56fe\u62d3\u6251\u7684\u4e30\u5bcc\u4fe1\u606f\u3002\u5e7f\u4e49 PageRanks\uff08GPR\uff09\u8868\u793a RW \u7684 LP \u7684\u52a0\u6743\u548c\uff0c\u5229\u7528 LP \u7279\u5f81\u7684\u5224\u522b\u80fd\u529b\u6765\u5b9e\u73b0\u8bb8\u591a\u57fa\u4e8e\u56fe\u7684\u5b66\u4e60\u7814\u7a76\u3002\u8be5\u9886\u57df\u4ee5\u524d\u7684\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728\u8bc4\u4f30 GPR \u7684\u5408\u9002\u91cd\u91cf\uff0c\u76ee\u524d\u4e3a\u6b62\u53ea\u6709\u5c11\u6570\u7814\u7a76\u8bd5\u56fe\u5f97\u51fa\u7ed9\u5b9a\u5e94\u7528\u7684 GRP \u7684\u6700\u4f73\u6743\u91cd\u3002\u901a\u8fc7\u4f7f\u7528\u968f\u673a\u56fe\u6a21\u578b\u6765\u66f4\u597d\u5730\u7406\u89e3 GPR \u7684\u884c\u4e3a\uff0c\u6211\u4eec\u5728\u8fd9\u4e2a\u65b9\u5411\u4e0a\u8fc8\u51fa\u4e86\u57fa\u7840\u6027\u7684\u4e00\u6b65\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4e25\u683c\u7684\u975e\u6e10\u8fd1\u5206\u6790\uff0c\u7528\u4e8e LP \u548c GPR \u7684\u6536\u655b\u4e0e\u5b83\u4eec\u5728\u8fb9\u65e0\u5173\u968f\u673a\u56fe\u4e0a\u7684\u5e73\u5747\u573a\u503c\u3002\u867d\u7136\u6211\u4eec\u7684\u7406\u8bba\u7ed3\u679c\u9002\u7528\u4e8e\u8bb8\u591a\u95ee\u9898\u8bbe\u7f6e\uff0c\u4f46\u6211\u4eec\u5173\u6ce8\u7684\u662f\u968f\u673a\u5757\u6a21\u578b\u7684\u79cd\u5b50\u6269\u5c55\u793e\u533a\u68c0\u6d4b\u4efb\u52a1\u3002\u5728\u90a3\u91cc\uff0c\u6211\u4eec\u53d1\u73b0\u57fa\u4e8e\u6e10\u8fd1\u53d1\u73b0\uff0c LP \u7684\u9884\u6d4b\u80fd\u529b\u663e\u8457\u964d\u4f4e\u3002\u9274\u4e8e\u6b64\u7ed3\u679c\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684 GPR \uff0c\u79f0\u4e3a\u9006 PR\uff08IPR\uff09\uff0cLP \u6743\u91cd\u5728\u6b65\u884c\u7684\u6700\u521d\u51e0\u6b65\u589e\u52a0\u3002\u5728\u5408\u6210\u548c\u5b9e\u9645\u5927\u89c4\u6a21\u7f51\u7edc\u4e0a\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8868\u660e\uff0c\u4e0e\u5176\u4ed6 GPR \u76f8\u6bd4\uff0cIPR \u5728\u79cd\u5b50\u7fa4\u843d\u68c0\u6d4b\u65b9\u9762\u5177\u6709\u4f18\u52bf\u3002<\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\"><strong><\/strong><\/span><\/p>\n<p><span style=\"font-size: 16px\"><strong><\/strong><\/span><\/p>\n<p><span style=\"font-size: 16px\"><strong><\/strong><\/span><\/p>\n<p><span style=\"font-size: 16px\"><strong><strong>FOBE \u548c HOBE\uff1a<\/strong><\/strong><\/span><\/p>\n<p><span style=\"font-size: 16px\"><strong>\u4e00\u9636\u548c\u9ad8\u9636\u4e8c\u5206\u5d4c\u5165<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">FOBE and HOBE: First- and High-Order Bipartite Embeddings<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10953<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Justin Sybrandt, Ilya Safro<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5178\u578b\u7684\u56fe\u5d4c\u5165\u53ef\u80fd\u65e0\u6cd5\u6355\u83b7\u5728\u63a8\u8350\u7cfb\u7edf\uff0c\u6570\u636e\u53ef\u89c6\u5316\u548c\u836f\u7269\u53d1\u73b0\u7b49\u9886\u57df\u4e2d\u51fa\u73b0\u7684\u7279\u5b9a\u4e8e\u7c7b\u578b\u7684\u4e8c\u90e8\u56fe\u7279\u5f81\u3002\u4f7f\u7528\u4e13\u95e8\u7684\u5d4c\u5165\u6280\u672f\u53ef\u4ee5\u66f4\u597d\u5730\u670d\u52a1\u4e8e\u8fd9\u4e9b\u5e94\u7528\u4e2d\u4f7f\u7528\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e24\u4e2a\u5d4c\u5165\u4e8c\u90e8\u56fe\uff0c\u5b83\u5c06\u8fb9\u5206\u89e3\u4e3a\u8282\u70b9\u90bb\u57df\u4e4b\u95f4\u7684\u95f4\u63a5\u5173\u7cfb\u96c6\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5728\u5bf9\u9ad8\u9636\u5173\u7cfb\u8fdb\u884c\u62bd\u6837\u65f6\uff0c\u6211\u4eec\u901a\u8fc7\u56fe\u4e0a\u7684\u4ee3\u6570\u8ddd\u79bb\u6765\u5f3a\u5316\u76f8\u4f3c\u6027\u3002\u6211\u4eec\u8fd8\u4ecb\u7ecd\u4e86\u6574\u4f53\u5d4c\u5165\uff0c\u5c06\u4e24\u8005\u7ed3\u5408\u6210\u201c\u4e24\u5168\u5176\u7f8e\u201d\u7684\u5d4c\u5165\u3002\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u5728\u94fe\u8def\u9884\u6d4b\u548c\u63a8\u8350\u4efb\u52a1\u4e0a\u8fdb\u884c\u8bc4\u4f30\uff0c\u5e76\u4e0e\u5176\u4ed6\u6700\u5148\u8fdb\u7684\u5d4c\u5165\u8fdb\u884c\u6bd4\u8f83\u3002\u867d\u7136\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u90fd\u975e\u5e38\u6709\u76ca\uff0c\u4f46\u6211\u4eec\u8bc1\u660e\u6240\u8003\u8651\u7684\u5d4c\u5165\u90fd\u6ca1\u6709\u660e\u663e\u4f18\u8d8a\uff08\u4e0e\u8bb8\u591a\u8bba\u6587\u4e2d\u6240\u58f0\u79f0\u7684\u76f8\u53cd\uff09\uff0c\u5e76\u8ba8\u8bba\u4e86\u5b83\u4eec\u4e4b\u95f4\u5b58\u5728\u7684\u6743\u8861\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u5171\u4eab\u611f\u53d7\uff1a\u4e86\u89e3<\/span><\/p>\n<p><span style=\"font-size: 16px\">Facebook\u5bf9\u5b66\u672f\u6587\u7ae0\u7684\u53cd\u5e94<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Shared Feelings: Understanding Facebook Reactions to Scholarly Articles<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.10975<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Cole Freeman, Mrinal Kanti Roy, Michele Fattoruso, Hamed Alhoori<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u7684\u7814\u7a76\u503e\u5411\u4e8e\u4f9d\u9760\u6587\u672c\u5206\u6790\u6765\u6267\u884c\u7814\u7a76\u4efb\u52a1\u3002\u867d\u7136\u57fa\u4e8e\u6587\u672c\u7684\u65b9\u6cd5\u663e\u8457\u63d0\u9ad8\u4e86\u6211\u4eec\u5bf9\u5728\u7ebf\u884c\u4e3a\u548c\u793e\u4ea4\u52a8\u6001\u7684\u7406\u89e3\uff0c\u4f46\u4ed6\u4eec\u5ffd\u7565\u4e86\u8fc7\u53bb\u51e0\u5e74\u4e2d\u7a81\u51fa\u663e\u793a\u7684\u8fd9\u4e9b\u5e73\u53f0\u4e0a\u7684\u529f\u80fd\uff1a\u57fa\u4e8e\u70b9\u51fb\u7684\u5185\u5bb9\u54cd\u5e94\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65b0\u7684 Facebook \u53cd\u5e94\u6570\u636e\u96c6\u5b66\u672f\u5185\u5bb9\u3002\u6211\u4eec\u6982\u8ff0\u4e86\u5b83\u7684\u7ed3\u6784\uff0c\u5206\u6790\u4e86\u6570\u636e\u4e2d\u7684\u4e00\u4e9b\u7edf\u8ba1\u8d8b\u52bf\uff0c\u5e76\u7528\u5b83\u6765\u8bad\u7ec3\u548c\u6d4b\u8bd5\u4e24\u79cd\u6709\u76d1\u7763\u7684\u5b66\u4e60\u7b97\u6cd5\u3002\u6211\u4eec\u7684\u521d\u6b65\u6d4b\u8bd5\u8868\u660e\uff0c\u9875\u9762\u4e4b\u540e\u7684\u7528\u6237\u6570\u91cf\u5b58\u5728\u5206\u5c42\uff0c\u8fd9\u4e9b\u5212\u5206\u4f3c\u4e4e\u4e0e\u8fd9\u4e9b\u9875\u9762\u4e3b\u9898\u7684\u533a\u522b\u4e00\u81f4\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">MCNE\uff1a\u5b66\u4e60\u793e\u4f1a\u7f51\u7edc\u7684<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u591a\u4e2a\u6761\u4ef6\u7f51\u7edc\u8868\u793a\u7684\u7aef\u5230\u7aef\u6846\u67b6<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11013<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Hao Wang, Tong Xu, Qi Liu, Defu Lian, Enhong Chen, Dongfang Du, Han Wu, Wen Su<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6700\u8fd1\uff0c\u7f51\u7edc\u8868\u793a\u5b66\u4e60\uff08NRL\uff09\u6280\u672f\u5f15\u8d77\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c\u8be5\u6280\u672f\u901a\u8fc7\u4f4e\u7ef4\u5411\u91cf\u8868\u793a\u56fe\u7ed3\u6784\u4ee5\u652f\u6301\u9762\u5411\u793e\u4ea4\u7684\u5e94\u7528\u3002\u867d\u7136\u5df2\u7ecf\u505a\u4e86\u5f88\u591a\u52aa\u529b\uff0c\u4f46\u662f\u4ed6\u4eec\u53ef\u80fd\u65e0\u6cd5\u63cf\u8ff0\u793e\u4ea4\u7528\u6237\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u7684\u591a\u4e2a\u65b9\u9762\uff0c\u56e0\u4e3a\u4ec5\u9488\u5bf9\u6bcf\u4e2a\u8282\u70b9\u8868\u793a\u4e86\u7528\u4e8e\u4e00\u4e2a\u552f\u4e00\u65b9\u9762\u7684\u5355\u4e2a\u5411\u91cf\u3002\u4e3a\u6b64\uff0c\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u7aef\u5230\u7aef\u6846\u67b6 MCNE \u6765\u5b66\u4e60\u591a\u4e2a\u6761\u4ef6\u7f51\u7edc\u8868\u793a\uff0c\u4ee5\u4fbf\u53ef\u4ee5\u5b8c\u5168\u6355\u83b7\u5bf9\u591a\u4e2a\u884c\u4e3a\u7684\u5404\u79cd\u504f\u597d\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u9996\u5148\u8bbe\u8ba1\u4e00\u4e2a\u4e8c\u5143\u63a9\u6a21\u5c42\uff0c\u5c06\u5355\u4e2a\u77e2\u91cf\u5212\u5206\u4e3a\u591a\u4e2a\u884c\u4e3a\u7684\u6761\u4ef6\u5d4c\u5165\u3002\u7136\u540e\uff0c\u6211\u4eec\u5f15\u5165\u6ce8\u610f\u7f51\u7edc\u6765\u6a21\u62df\u591a\u4e2a\u504f\u597d\u4e4b\u95f4\u7684\u4ea4\u4e92\u5173\u7cfb\uff0c\u5e76\u8fdb\u4e00\u6b65\u5229\u7528\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u81ea\u9002\u5e94\u6d88\u606f\u53d1\u9001\u548c\u63a5\u6536\u64cd\u4f5c\uff0c\u4ece\u800c\u6355\u83b7\u6765\u81ea\u9ad8\u9636\u90bb\u5c45\u7684\u591a\u65b9\u9762\u504f\u597d\u4fe1\u606f\u3002\u6700\u540e\uff0c\u5229\u7528\u8d1d\u53f6\u65af\u4e2a\u6027\u5316\u6392\u5e8f\u635f\u5931\u51fd\u6570\u6765\u5b66\u4e60\u6bcf\u4e2a\u884c\u4e3a\u7684\u504f\u597d\u76f8\u4f3c\u5ea6\uff0c\u5e76\u901a\u8fc7\u591a\u4efb\u52a1\u5b66\u4e60\u6846\u67b6\u5171\u540c\u5b66\u4e60\u591a\u4e2a\u6761\u4ef6\u8282\u70b9\u5d4c\u5165\u3002\u5bf9\u516c\u5171\u6570\u636e\u96c6\u7684\u5927\u91cf\u5b9e\u9a8c\u8bc1\u5b9e\uff0c\u6211\u4eec\u7684MCNE\u6846\u67b6\u53ef\u4ee5\u660e\u663e\u4f18\u4e8e\u51e0\u4e2a\u57fa\u51c6\u6a21\u578b\uff0c\u5e76\u8fdb\u4e00\u6b65\u652f\u6301\u53ef\u89c6\u5316\u548c\u8f6c\u79fb\u5b66\u4e60\u4efb\u52a1\uff0c\u5177\u6709\u51fa\u8272\u7684\u53ef\u89e3\u91ca\u6027\u548c\u7a33\u5065\u6027\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u7f51\u7edc\u5d4c\u5165\u4e0a\u7684\u65e0<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u76d1\u7763\u6b27\u6c0f\u8ddd\u79bb\u653b\u51fb<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Unsupervised Euclidean Distance Attack on Network Embedding<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11015<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Qi Xuan, Jun Zheng, Lihong Chen, Shanqing Yu, Jinyin Chen, Dan Zhang, Qingpeng Zhang Member<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u8003\u8651\u5230\u7f51\u7edc\u5d4c\u5165\u65b9\u6cd5\u5728\u56fe\u6570\u636e\u6316\u6398\u4e2d\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u53d7\u5230\u6df1\u5ea6\u5b66\u4e60\u4e2d\u7684\u5bf9\u6297\u6027\u653b\u51fb\u7684\u542f\u53d1\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u9057\u4f20\u7b97\u6cd5\uff08GA\uff09\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u653b\u51fb\u7b56\u7565\uff08EDA\uff09\u6765\u653b\u51fb\u7f51\u7edc\u5d4c\u5165\uff0c\u4ee5\u9632\u6b62\u67d0\u4e9b\u7ed3\u6784\u4fe1\u606f\u88ab\u53d1\u73b0\u3002 EDA \u4e13\u6ce8\u4e8e\u901a\u8fc7\u5bf9\u7f51\u7edc\u7ed3\u6784\u7684\u6700\u5c0f\u4fee\u6539\u5c3d\u53ef\u80fd\u5730\u5e72\u6270\u5d4c\u5165\u7a7a\u95f4\u4e2d\u7684\u4e00\u5bf9\u8282\u70b9\u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u7531\u4e8e\u5927\u91cf\u4e0b\u6e38\u7f51\u7edc\u7b97\u6cd5\uff08\u4f8b\u5982\u793e\u533a\u68c0\u6d4b\u548c\u8282\u70b9\u5206\u7c7b\uff09\u4f9d\u8d56\u4e8e\u8282\u70b9\u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5fb7\u8ddd\u79bb\u6765\u8bc4\u4f30\u5d4c\u5165\u7a7a\u95f4\u4e2d\u5b83\u4eec\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\uff0c\u56e0\u6b64 EDA \u53ef\u88ab\u89c6\u4e3a\u5bf9\u5404\u79cd\u7f51\u7edc\u7b97\u6cd5\u7684\u901a\u7528\u653b\u51fb\u3002\u4e0e\u4f20\u7edf\u7684\u76d1\u7763\u653b\u51fb\u7b56\u7565\u4e0d\u540c\uff0cEDA \u4e0d\u9700\u8981\u6807\u8bb0\u4fe1\u606f\uff0c\u636e\u6211\u4eec\u6240\u77e5\uff0c\u662f\u7b2c\u4e00\u79cd\u65e0\u76d1\u7763\u7f51\u7edc\u5d4c\u5165\u653b\u51fb\u65b9\u6cd5\u3002\u6211\u4eec\u5c06 DeepWalk \u4f5c\u4e3a\u5f00\u53d1 EDA \u7684\u57fa\u7840\u5d4c\u5165\u65b9\u6cd5\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4f7f\u7528\u4e00\u7ec4\u771f\u5b9e\u7f51\u7edc\u7684\u5b9e\u9a8c\u8868\u660e\uff0c\u6240\u63d0\u51fa\u7684 EDA \u65b9\u6cd5\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u57fa\u4e8e DeepWalk \u7684\u7f51\u7edc\u7b97\u6cd5\u7684\u6027\u80fd\uff0c\u5373\u793e\u533a\u68c0\u6d4b\u548c\u8282\u70b9\u5206\u7c7b\uff0c\u4f18\u4e8e\u51e0\u79cd\u542f\u53d1\u5f0f\u653b\u51fb\u7b56\u7565\u3002\u6211\u4eec\u8fd8\u8868 \u660e EDA \u4e5f\u53ef\u4ee5\u5f88\u597d\u5730\u653b\u51fb\u57fa\u4e8e\u5176\u4ed6\u5e38\u89c1\u7f51\u7edc\u5d4c\u5165\u65b9\u6cd5\u7684\u7f51\u7edc\u7b97\u6cd5\uff0c\u5982\u9ad8\u9636\u90bb\u8fd1\u4fdd\u7559\u5d4c\u5165\uff08HOPE\uff09\u548c\u975e\u5d4c\u5165\u5f0f\u7f51\u7edc\u7b97\u6cd5\uff0c\u5982\u6807\u7b7e\u4f20\u64ad\u7b97\u6cd5\uff08LPA\uff09\u548c\u7279\u5f81\u5411\u91cf\u3002\u77e9\u9635\uff08EM\uff09\u3002\u7ed3\u679c\u8868\u660e EDA \u65b9\u6cd5\u5177\u6709\u5f88\u5f3a\u7684\u53ef\u8f6c\u79fb\u6027\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u4ee3\u7801\u5b58\u50a8\u5e93\u4e2d\u7684<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u5e42\u5f8b\uff1a\u4e0d\u53ef\u77e5\u8bba\u65b9\u6cd5<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Power laws in code repositories: A skeptical approach<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11044<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Bartolom\u00e9 Ortiz, J. J. Merelo-Guerv\u00f3s<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u4f7f\u7528\u73b0\u4ee3\u65b9\u6cd5\u548c\u6e90\u63a7\u5236\u7ba1\u7406\u7cfb\u7edf\u8fdb\u884c\u7684\u8f6f\u4ef6\u5f00\u53d1\u901a\u5e38\u88ab\u5efa\u7acb\u4e3a\u81ea\u7ec4\u7ec7\u7684\u4e00\u4e2a\u4f8b\u5b50\uff0c\u4ee3\u7801\u901a\u8fc7\u4e0d\u4f9d\u8d56\u4e8e\u6743\u529b\uff0c\u9886\u5bfc\u6216\u6307\u4ee4\u7684\u6d3b\u52a8\u6709\u673a\u5730\u53d1\u5c55\u548c\u6f14\u53d8\u3002\u8bc1\u660e\u8fd9\u4e9b\u4e3b\u5f20\u7684\u4e3b\u8981\u6311\u6218\u662f\u4e0d\u80fd\u901a\u8fc7\u76f4\u63a5\u89c2\u5bdf\u6765\u68c0\u6d4b\u81ea\u7ec4\u7ec7\uff0c\u800c\u662f\u901a\u8fc7\u5bf9\u7cfb\u7edf\u7684\u6d4b\u91cf\u6765\u5bfb\u627e\u63d0\u793a\uff0c\u4f8b\u5982\u67d0\u4e9b\u7279\u5f81\u4e0a\u5b58\u5728\u5e42\u5f8b\uff0c\u4f8b\u5982\u968f\u65f6\u95f4\u53d8\u5316\u7684\u5927\u5c0f\u3002\u6211\u4eec\u6253\u7b97\u5728\u672c\u6587\u4e2d\u89e3\u51b3\u7684\u95ee\u9898\u662f\u5efa\u7acb\u4e00\u79cd\u65b9\u6cd5\uff0c\u7528\u4e8e\u68c0\u67e5\u6211\u4eec\u8fc7\u53bb\u5df2\u7ecf\u6d4b\u91cf\u7684\u4e00\u7ec4\u9009\u5b9a\u7684\u5b58\u50a8\u5e93\uff0c\u5982\u679c\u5173\u4e8e\u5e42\u5f8b\u7684\u58f0\u660e\u5b9e\u9645\u4e0a\u662f\u4ece\u7cbe\u786e\u7684\u6570\u5b66\u89c2\u70b9\u6765\u770b\uff0c\u90a3\u4e48\uff0c\u5728\u8f6f\u4ef6\u5de5\u7a0b\u6587\u732e\uff08\u548c\u5176\u4ed6\u6587\u732e\uff09\u4e2d\u666e\u904d\u663e\u793a\uff0c\u5e42\u5f8b\u6bd4\u521d\u770b\u8d77\u6765\u66f4\u96be\u4ee5\u6349\u6478\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u51fa\u4e8e\u8fd9\u4e2a\u539f\u56e0\uff0c\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u7ec4\u7edf\u8ba1\u4e0a\u51c6\u786e\u7684\u6d4b\u8bd5\uff0c\u8fd9\u4e9b\u6d4b\u8bd5\u5c06\u5e2e\u52a9\u6211\u4eec\u4ece\u5b58\u50a8\u5e93\u7684\u53d8\u5316\u65b9\u5f0f\u51b3\u5b9a\u5b83\u4eec\u662f\u5426\u771f\u7684\u7531\u5e42\u5f8b\u5206\u5e03\uff0c\u8fd9\u53ef\u80fd\u8868\u660e\u6211\u4eec\u5b58\u5728\u901a\u8fc7\u81ea\u7ec4\u7ec7\u800c\u5f62\u6210\u7684\u72b6\u6001\uff0c\u6216\u8005\u5b9e\u9645\u4e0a\uff0c\u5e42\u5f8b\u5982\u4f55\u51c6\u786e\u5730\u7b26\u540816\u4e2a\u5f00\u6e90\u5b58\u50a8\u5e93\u7684 git \u5b58\u50a8\u5e93\u4e2d\u63d0\u4ea4\u7684\u66f4\u6539\u5927\u5c0f\u7684\u89c2\u5bdf\u5206\u5e03\u3002\u6211\u4eec\u91cd\u65b0\u5ba1\u89c6\u8fd9\u4e9b\u89c2\u5bdf\u4e2d\u6700\u5177\u4ee3\u8868\u6027\u7684\u8bba\u6587\u4e4b\u4e00\uff0c\u91cd\u65b0\u8bc4\u4f30\u5176\u7ed3\u679c\uff0c\u5e76\u5c06\u5176\u4e0e\u5176\u4e2d\u5206\u6790\u7684\u5b58\u50a8\u5e93\u7684\u5f53\u524d\u72b6\u6001\u8fdb\u884c\u6bd4\u8f83\uff0c\u8bd5\u56fe\u9610\u660e\u7535\u529b\u6cd5\u53ef\u80fd\u5b58\u5728\u4e0e\u5426\u7684\u53d8\u5316\u3002 <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">h\u03b1\u6307\u6570\u662f\u5426\u5f3a\u5316\u4e86<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u79d1\u5b66<span style=\"font-size: 16px;letter-spacing: 0.544px\">\u4e2d\u7684\u9a6c\u592a\u6548\u5e94\uff1f\u4f7f\u7528<\/span><\/span><\/p>\n<p><span style=\"font-size: 16px\">Stata<span style=\"font-size: 16px;letter-spacing: 0.544px\">\u548c R \u7684\u57fa\u4e8e\u4e3b\u4f53\u7684\u6a21\u62df<\/span><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Does the h\u03b1 index reinforce the Matthew effect in science? Agent-based simulations using Stata and R<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11052<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Lutz Bornmann, Christian Ganser, Alexander Tekles, Loet Leydesdorff<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6700\u8fd1\uff0cHirsch\uff082019a\uff09\u63d0\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a h\u03b1 \u5f15\u7528\u6307\u6807\u65b0\u53d8\u79cd\u3002\u4ed6\u7684\u8868\u8ff0\u5982\u4e0b\uff1a\u201c\u5f53\u79d1\u5b66\u5bb6\u662f\u5bb6\u662f \u03b1-author\u65f6\uff0c\u6211\u4eec\u5c06\u79d1\u5b66\u5bb6\u7684 h\u03b1 \u6307\u6570\u5b9a\u4e49\u4e3a\u79d1\u5b66\u5bb6\u4ee5 h \u6307\u6807\u4e3a\u6838\u5fc3\u7684\u8bba\u6587\u6570\u91cf\uff08\u5373\u6709\u52a9\u4e8e\u79d1\u5b66\u5bb6\u7684h\u6307\u6570\u7684\u8bba\u6587\u96c6\uff09\u3002\u201dh\u03b1 \u6307\u6570\u53d7\u5230Leydesdorff\uff0cBornmann\u548cOpthof\uff082019\uff09\u7684\u6279\u8bc4\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4ed6\u4eec\u6700\u91cd\u8981\u7684\u4e00\u70b9\u662f\u8be5\u6307\u6570\u5f3a\u5316\u4e86\u79d1\u5b66\u4e2d\u7684\u9a6c\u592a\u6548\u5e94\u3002\u6211\u4eec\u4f7f\u7528\u6700\u8fd1\u5f00\u53d1\u7684 Stata \u547d\u4ee4\uff08h_index\uff09\u548c R \u5305\uff08hindex\uff09\u6765\u89e3\u51b3\u5f53\u524d\u7814\u7a76\u4e2d\u7684\u8fd9\u4e00\u70b9\uff0c\u5b83\u53ef\u7528\u4e8e\u6a21\u62df\u7814\u7a76\u8bc4\u4f30\u4e2d\u7684 h \u6307\u6570\u548c h\u03b1\u6307\u6570\u5e94\u7528\u7a0b\u5e8f\u3002\u7528\u6237\u53ef\u4ee5\u8c03\u67e5 h\u03b1 \u5728\u54ea\u4e9b\u6761\u4ef6\u4e0b\u5f3a\u5316\u9a6c\u592a\u6548\u5e94\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8bc1\u5b9e\u4e86 Leydesdorff \u7b49\u4eba\u7684\u7814\u7a76\u7ed3\u679c\u3002 \uff082019\uff09\u9884\u671f\uff1a h\u03b1 \u6307\u6570\u52a0\u5f3a\u4e86\u9a6c\u592a\u6548\u5e94\u3002\u5982\u679c\u5728\u6a21\u62df\u4e2d\u53e6\u5916\u8003\u8651\u51fa\u7248\u79d1\u5b66\u5bb6\u7684\u6218\u7565\u884c\u4e3a\u548c\u7d2f\u79ef\u4f18\u52bf\u6548\u5e94\uff0c\u5219\u53ef\u4ee5\u52a0\u5f3a\u8fd9\u79cd\u6548\u679c\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u51b3\u7b56\u53c2\u8003\u4fe1\u606f<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Decision-making with reference information<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11200<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Riho Kawaguchi, Daichi Yanagisawa, Katsuhiro Nishinari<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px\">\u6211\u4eec\u7ecf\u5e38\u901a\u8fc7\u83b7\u53d6\u663e\u793a\u5468\u56f4\u4eba\u504f\u597d\u6307\u6570\u7684\u652f\u6301\u4fe1\u606f\u6765\u5c1d\u8bd5\u9884\u6d4b\u4ed6\u4eba\u7684\u884c\u4e3a\u3002\u4e3a\u4e86\u91cd\u73b0\u8fd9\u4e9b\u60c5\u51b5\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a\u201c\u5e26\u53c2\u8003\u4fe1\u606f\u7684\u5355\u4fa7\u504f\u597d\u535a\u5f08\uff08OSPG-R\uff09\u201d\u7684\u535a\u5f08\u3002\u6211\u4eec\u8fdb\u884c\u4e86\u5b9e\u9a8c\uff0c\u5176\u4e2d\u5177\u6709\u76f8\u4f3c\u504f\u597d\u7684\u73a9\u5bb6\u5728 OSPG-R \u4e2d\u7ade\u4e89\u5bf9\u8c61\u3002\u5728\u5b9e\u9a8c\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u4e86\u4e09\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u5bf9\u8c61\uff1a\u76d2\u5b50\uff0c\u9762\u5b54\u548c\u6c7d\u8f66\u3002\u6211\u4eec\u7684\u7ed3\u679c\u8868\u660e\uff0c\u6700\u5e38\u9009\u62e9\u7684\u5bf9\u8c61\u4e0d\u662f\u6700\u53d7\u6b22\u8fce\u7684\u5bf9\u8c61\u3002\u4e3a\u4e86\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u5b9e\u9a8c\u7ed3\u679c\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u57fa\u4e8e\u4e24\u4e2a\u5047\u8bbe\u7684\u51b3\u7b56\u6a21\u578b\uff1a<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\uff081\uff09\u53c2\u4e0e\u8005\u662f\u7406\u6027\u7684<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\uff082\uff09\u786e\u4fe1\u5176\u4ed6\u53c2\u4e0e\u8005\u7684\u504f\u597d\u987a\u5e8f\u7b49\u540c\u4e8e\u7ec4\u5185\u504f\u597d\u6307\u6570\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4e0e\u6a21\u578b\u7684\u9009\u62e9\u884c\u4e3a\u76f8\u6bd4\uff0c\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5f53\u5bf9\u8c61\u662f\u9762\u90e8\u65f6\uff0c\u6216\u8005\u7279\u5b9a\u73a9\u5bb6\u7684\u4f18\u5148\u7ea7\u8f83\u4f4e\u65f6\u73a9\u5bb6\u5b58\u5728\u5192\u9669\u7684\u503e\u5411\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\"><strong><span style=\"letter-spacing: 0.544px\">\u5728<\/span><\/strong>\u793e\u4f1a\u7f51\u7edc\u4e2d\u4f20<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u64ad\u6d41\u8a00\u7684\u4fe1\u4efb\u6a21\u578b<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">A trust model for spreading gossip in social networks<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11204<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Rinni Bhansali, Laura P. Schaposnik<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6211\u4eec\u5728\u8fd9\u91cc\u4ecb\u7ecd\u4e00\u79cd\u591a\u7c7b\u578b\u7684 bootstrap \u6e17\u900f\u6a21\u578b\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a T-Bootstrap Percolation\uff08T-BP\uff09\uff0c\u5e76\u5c06\u5176\u5e94\u7528\u4e8e\u7814\u7a76\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u4fe1\u606f\u4f20\u64ad\u3002\u5728\u8be5\u6a21\u578b\u4e2d\uff0c\u793e\u4f1a\u7f51\u7edc\u7531\u56fe G \u8868\u793a\uff0c\u56fe G \u7684\u9876\u70b9\u5177\u6709\u4e0e\u4eba\u5728\u7f51\u7edc\u4e2d\u626e\u6f14\u7684\u89d2\u8272\u7c7b\u578b\uff08\u4f8b\u5982\u5b66\u751f\uff0c\u6559\u80b2\u8005\u7b49\uff09\u76f8\u5bf9\u5e94\u7684\u4e0d\u540c\u6807\u7b7e\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u4e00\u65e6 G \u7684\u4e00\u7ec4\u521d\u59cb\u9876\u70b9\u88ab\u968f\u673a\u9009\u62e9\u4e3a\u643a\u5e26\u6d88\u606f\uff0c\u6d88\u606f\u5c31\u4f1a\u4f20\u64ad\u5230\u65b0\u7684\u9876\u70b9\uff0c\u53ea\u8981\u5b83\u901a\u8fc7\u5177\u6709\u4e0d\u540c\u6807\u7b7e\u7684\u6700\u5c0f\u9876\u70b9\u9608\u503c\u53d1\u9001\u3002\u901a\u8fc7\u8003\u8651\u968f\u673a\u56fe\u8868\uff0c\u5b83\u4eec\u5df2\u88ab\u8bc1\u660e\u53ef\u4ee5\u5f88\u597d\u5730\u4ee3\u8868\u793e\u4f1a\u7f51\u7edc\uff0c\u6211\u4eec\u901a\u8fc7\u6570\u503c\u6a21\u62df\u7814\u7a76\u4e86 T-BP \u6a21\u578b\u7684\u4e0d\u540c\u5c5e\u6027\uff0c\u5e76\u63cf\u8ff0\u4e86\u5b83\u5728\u5e94\u7528\u4e8e\u8c23\u8a00\u4f20\u64ad\uff0c\u5047\u65b0\u95fb\u548c\u8425\u9500\u7b56\u7565\u65f6\u7684\u542b\u4e49\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u63a2\u7d22\u89e3\u7684\u666f\u89c2\u7ed3\u6784\u53ef\u4ee5<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u5b9e\u73b0\u66f4\u53ef\u9760\u7684\u7f51\u7edc\u793e\u533a\u68c0\u6d4b<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Exploring the solution landscape enables more reliable network community detection<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11230<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Joaqu\u00edn Calatayud, Rub\u00e9n Bernardo-Madrid, Magnus Neuman, Alexis Rojas, Martin Rosvall<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px\">\u4e3a\u4e86\u7406\u89e3\u590d\u6742\u7cfb\u7edf\u7684\u7ec4\u7ec7\u548c\u529f\u80fd\uff0c\u7814\u7a76\u4eba\u5458\u7ecf\u5e38\u5728\u7cfb\u7edf\u7684\u4ea4\u4e92\u7f51\u7edc\u4e2d\u8bc6\u522b\u793e\u533a\u3002\u7531\u4e8e\u5b9e\u9645\u4e0a\u4e0d\u53ef\u80fd\u63a2\u7d22\u6240\u6709\u89e3\u51b3\u65b9\u6848\u4ee5\u4fdd\u8bc1\u6700\u4f73\u89e3\u51b3\u65b9\u6848\uff0c\u56e0\u6b64\u8bb8\u591a\u793e\u533a\u68c0\u6d4b\u7b97\u6cd5\u4f9d\u8d56\u4e8e\u591a\u4e2a\u968f\u673a\u641c\u7d22\u3002\u4f46\u5bf9\u4e8e\u7f51\u7edc\u548c\u968f\u673a\u7b97\u6cd5\u7684\u7ed9\u5b9a\u7ec4\u5408\uff0c\u6709\u591a\u5c11\u641c\u7d22\u8db3\u4ee5\u627e\u5230\u8db3\u591f\u597d\u7684\u89e3\u51b3\u65b9\u6848\uff1f\u6807\u51c6\u65b9\u6cd5\u662f\u9009\u62e9\u76f8\u5f53\u5927\u91cf\u7684\u641c\u7d22\u5e76\u9009\u62e9\u5177\u6709\u6700\u9ad8\u8d28\u91cf\u7684\u7f51\u7edc\u5206\u533a\uff0c\u6216\u8005\u57fa\u4e8e\u6240\u6709\u7f51\u7edc\u5206\u533a\u83b7\u5f97\u4e00\u81f4\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f46\u662f\uff0c\u5982\u679c\u4e0d\u540c\u7684\u5206\u533a\u5177\u6709\u76f8\u4f3c\u7684\u8d28\u91cf\uff0c\u4f7f\u5f97\u89e3\u51b3\u65b9\u6848\u683c\u5c40\u9000\u5316\uff0c\u5219\u5355\u4e2a\u6700\u4f73\u5206\u533a\u53ef\u80fd\u4f1a\u9057\u6f0f\u76f8\u5173\u4fe1\u606f\uff0c\u5e76\u4e14\u5171\u8bc6\u89e3\u51b3\u65b9\u6848\u53ef\u80fd\u4f1a\u4f7f\u4e92\u8865\u793e\u533a\u6a21\u7cca\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u901a\u8fc7\u5bf9\u89e3\u51b3\u65b9\u6848\u683c\u5c40\u7684\u7c97\u7c92\u5ea6\u63cf\u8ff0\u6765\u89e3\u51b3\u8fd9\u79cd\u9000\u5316\u95ee\u9898\u3002\u6211\u4eec\u6839\u636e\u7f51\u7edc\u5206\u533a\u7684\u76f8\u4f3c\u6027\u5bf9\u7f51\u7edc\u5206\u533a\u8fdb\u884c\u805a\u7c7b\uff0c\u5e76\u63d0\u51fa\u4e00\u79cd\u65b9\u6cd5\u6765\u786e\u5b9a\u5145\u5206\u63cf\u8ff0\u89e3\u51b3\u65b9\u6848\u683c\u5c40\u6240\u9700\u7684\u6700\u5c0f\u641c\u7d22\u6b21\u6570\u3002\u4e3a\u4e86\u5145\u5206\u5229\u7528\u6240\u6709\u5206\u533a\uff0c\u6211\u4eec\u8fd8\u63d0\u51fa\u4e86\u63a2\u7d22\u89e3\u51b3\u65b9\u6848\u524d\u666f\u7684\u4e0d\u540c\u65b9\u6cd5\uff0c\u5305\u62ec\u91cd\u8981\u6027\u805a\u7c7b\u8fc7\u7a0b\u3002\u6211\u4eec\u5728\u5408\u6210\u548c\u771f\u5b9e\u7f51\u7edc\u4e0a\u6d4b\u8bd5\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5e76\u53d1\u73b0\u4e0d\u540c\u7684\u7f51\u7edc\u548c\u7b97\u6cd5\u9700\u8981\u4e0d\u540c\u6570\u91cf\u7684\u641c\u7d22\uff0c\u5e76\u4e14\u63a2\u7d22\u7c97\u7c92\u5ea6\u89e3\u51b3\u65b9\u6848\u73af\u5883\u53ef\u4ee5\u63ed\u793a\u503c\u5f97\u6ce8\u610f\u7684\u8865\u5145\u89e3\u51b3\u65b9\u6848\u5e76\u5b9e\u73b0\u66f4\u53ef\u9760\u7684\u793e\u533a\u68c0\u6d4b\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u5065\u5eb7\u548c\u963f\u5c14\u8328\u6d77<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u9ed8\u6c0f\u75c7\u5927\u8111\u7684\u7f51\u7edc\u5c5e\u6027<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Network properties of healthy and Alzheimer\u2019s brains<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11249<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Jos\u00e9 C. P. Coninck, Fabiano A. S. Ferrari, Adriane S. Reis, Kelly C. Iarosz, Antonio M. Batista, Ricardo L. Viana<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5c0f\u4e16\u754c\u7ed3\u6784\u901a\u5e38\u7528\u4e8e\u63cf\u8ff0\u5927\u8111\u4e2d\u7684\u7ed3\u6784\u8fde\u63a5\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u5c06\u5065\u5eb7\u5927\u8111\u7684\u76ae\u5c42\u533a\u57df\u548c\u53d7\u963f\u5c14\u8328\u6d77\u9ed8\u75c5\u5f71\u54cd\u7684\u5927\u8111\u7684\u7ed3\u6784\u8fde\u63a5\u4e0e\u4eba\u5de5\u5c0f\u4e16\u754c\u7f51\u7edc\u8fdb\u884c\u6bd4\u8f83\u3002\u57fa\u4e8e\u7edf\u8ba1\u5206\u6790\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u53ef\u4ee5\u4f7f\u7528 Newman-Watts \u7a0b\u5e8f\u6784\u5efa\u7c7b\u4f3c\u7684\u5c0f\u4e16\u754c\u7f51\u7edc\u3002\u4e24\u4e2a\u7ed3\u6784\u77e9\u9635\u7684\u7f51\u7edc\u91cf\u5316\u5728\u6982\u7387\u8c37\u5185\u8bc6\u522b\u3002\u5c3d\u7ba1\u7ed3\u6784\u8fde\u63a5\u77e9\u9635\u548c\u91c7\u6837\u7684\u5c0f\u4e16\u754c\u7f51\u7edc\u4e4b\u95f4\u5b58\u5728\u76f8\u4f3c\u6027\uff0c\u4f46\u5728\u963f\u5c14\u8328\u6d77\u9ed8\u75c5\u8111\u4e2d\u53ef\u4ee5\u53d1\u73b0\u589e\u52a0\u7684\u76f8\u5173\u6027\u3002\u6211\u4eec\u7684\u7ed3\u679c\u8868\u660e\uff0c\u7f51\u7edc\u91cf\u5316\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u771f\u5b9e\u7ed3\u6784\u8fde\u63a5\u77e9\u9635\u4e2d\u7684\u5f02\u5e38\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u6269\u5c55\u5927\u89c4\u6a21\u56fe\u7684<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u7ec6\u7c92\u5ea6\u6a21\u5757\u5316\u805a\u7c7b<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Scaling Fine-grained Modularity Clustering for Massive Graphs<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11275<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Hiroaki Shiokawa, Toshiyuki Amagasa, Hiroyuki Kitagawa<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u6a21\u5757\u5316\u805a\u7c7b\u662f\u7406\u89e3\u590d\u6742\u56fe\u7684\u91cd\u8981\u5de5\u5177\u3002\u7136\u800c\uff0c\u7531\u4e8e\u4e24\u4e2a\u4e25\u91cd\u7684\u7f3a\u70b9\uff0c\u73b0\u6709\u65b9\u6cd5\u4e0d\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u56fe\u3002 <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\uff081\uff09\u7531\u4e8e\u5206\u8fa8\u7387\u6781\u9650\u95ee\u9898\uff0c\u5f88\u96be\u5b8c\u5168\u518d\u73b0\u5b9e\u9645\u7684\u7fa4\u96c6\u3002 <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\uff082\uff09\u5b83\u4eec\u5728\u8ba1\u7b97\u4e0a\u662f\u6602\u8d35\u7684\uff0c\u56e0\u4e3a\u5fc5\u987b\u8fed\u4ee3\u5730\u8ba1\u7b97\u6240\u6709\u8282\u70b9\u548c\u8fb9\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u672c\u6587\u63d0\u51fa\u4e86 gScarf\uff0c\u5b83\u53ef\u4ee5\u5728\u77ed\u65f6\u95f4\u5185\u8f93\u51fa\u7ec6\u7c92\u5ea6\u7684\u7c07\u3002\u4e3a\u4e86\u514b\u670d\u4e0a\u8ff0\u7f3a\u70b9\uff0c gScarf \u52a8\u6001\u4fee\u526a\u4e0d\u5fc5\u8981\u7684\u8282\u70b9\u548c\u8fb9\uff0c\u786e\u4fdd\u5b83\u6355\u83b7\u7ec6\u7c92\u5ea6\u7684\u7fa4\u96c6\u3002\u5b9e\u9a8c\u8868\u660e\uff0c gScarf \u5728\u67e5\u627e\u5177\u6709\u9ad8\u7cbe\u5ea6\u7684\u7fa4\u96c6\u65f6\uff0c\u5728\u8fd0\u884c\u65f6\u95f4\u65b9\u9762\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u8ba1\u6570\u7f51\u7edc\u4e0a\u5927\u578b\u65f6<\/span><\/p>\n<p><span style=\"font-size: 16px\">\u95f4\u5e8f\u5217\u6570\u636e\u7684\u56e0\u679c\u8def\u5f84<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Counting Causal Paths in Big Times Series Data on Networks<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.11287<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">Luka V. Petrovic, Ingo Scholtes<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u56fe\u6216\u7f51\u7edc\u8868\u793a\u662f\u5173\u7cfb\u6570\u636e\u4e2d\u6570\u636e\u6316\u6398\u548c\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u7684\u91cd\u8981\u57fa\u7840\u3002\u8bb8\u591a\u7f51\u7edc\u5206\u6790\u5de5\u5177\uff0c\u5982\u4e2d\u5fc3\u6027\u5ea6\u91cf\uff0c\u4fe1\u606f\u6392\u5e8f\u6216\u96c6\u7fa4\u68c0\u6d4b\uff0c\u90fd\u4f9d\u8d56\u4e8e\u94fe\u63a5\u6355\u83b7\u76f4\u63a5\u5f71\u54cd\u7684\u5047\u8bbe\uff0c\u5e76\u4e14\u8fd9\u4e9b\u8def\u5f84\u4ee3\u8868\u53ef\u80fd\u7684\u95f4\u63a5\u5f71\u54cd\u3002\u8be5\u5047\u8bbe\u5728\u5e26\u65f6\u95f4\u6233\u7684\u7f51\u7edc\u6570\u636e\u6355\u83b7\u4e2d\u65e0\u6548\uff0c\u4f8b\u5982\u52a8\u6001\u793e\u4f1a\u7f51\u7edc\uff0c\u751f\u7269\u5e8f\u5217\u6216\u91d1\u878d\u4ea4\u6613\u3002\u5728\u8fd9\u6837\u7684\u6570\u636e\u4e2d\uff0c\u5bf9\u4e8e\u4e24\u4e2a\u5e26\u65f6\u95f4\u6233\u7684\u94fe\u8def\uff08A\uff0cB\uff09\u548c\uff08B\uff0cC\uff09\uff0c\u65f6\u95f4\u987a\u5e8f\u548c\u5b9a\u65f6\u786e\u5b9a\u662f\u5426\u5b58\u5728\u4ece\u8282\u70b9 A \u7ecf\u7531 B \u5230 C \u7684\u56e0\u679c\u8def\u5f84\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u8bb8\u591a\u5de5\u4f5c\u8868\u660e\uff0c\u7531\u4e8e\u8fd9\u4e2a\u539f\u56e0\uff0c\u7f51\u7edc\u5206\u6790\u4e0d\u80fd\u76f4\u63a5\u5e94\u7528\u4e8e\u5e26\u65f6\u95f4\u6233\u7684\u7f51\u7edc\u6570\u636e\u3002\u89e3\u51b3\u8be5\u95ee\u9898\u7684\u73b0\u6709\u65b9\u6cd5\u9700\u8981\u5173\u4e8e\u56e0\u679c\u8def\u5f84\u7684\u7edf\u8ba1\uff0c\u8fd9\u5bf9\u4e8e\u5927\u6570\u636e\u96c6\u800c\u8a00\u5728\u8ba1\u7b97\u4e0a\u5177\u6709\u6311\u6218\u6027\u3002\u4e3a\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u6709\u6548\u7684\u7b97\u6cd5\u6765\u8ba1\u7b97\u5e26\u65f6\u95f4\u6233\u7684\u7f51\u7edc\u6570\u636e\u4e2d\u7684\u56e0\u679c\u8def\u5f84\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\">\u5c06\u5176\u5e94\u7528\u4e8e\u7ecf\u9a8c\u6570\u636e\uff0c\u6211\u4eec\u8868\u660e\u6211\u4eec\u7684\u65b9\u6cd5\u6bd4\u5728 OpenSource \u6570\u636e\u5206\u6790\u5305\u4e2d\u5b9e\u73b0\u7684\u57fa\u7ebf\u65b9\u6cd5\u66f4\u6709\u6548\u3002\u6211\u4eec\u7684\u65b9\u6cd5\u53ef\u4ee5\u6709\u6548\u5730\u5904\u7406\u56e0\u679c\u8def\u5f84\u7684\u8fde\u7eed\u94fe\u8def\u4e4b\u95f4\u7684\u6700\u5927\u65f6\u95f4\u5dee\u7684\u4e0d\u540c\u503c\uff0c\u5e76\u652f\u6301\u6d41\u5f0f\u573a\u666f\u3002\u6709\u4e86\u5b83\uff0c\u6211\u4eec\u6b63\u5728\u7f29\u5c0f\u963b\u788d\u5bf9\u590d\u6742\u7f51\u7edc\u4e0a\u7684\u5927\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u6709\u6548\u5206\u6790\u7684\u5dee\u8ddd\u3002<\/span><\/p>\n<blockquote>\n<p><span>\u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/span><\/p>\n<p><span>\u7f16\u8f91\uff1a\u5b5f\u5a55<\/span><\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\u58f0\u660e\uff1aArxiv\u6587\u7ae0\u6458\u8981\u7248\u6743\u5f52\u8bba\u6587\u539f\u4f5c\u8005\u6240\u6709\uff0c\u7531\u672c\u4eba\u8fdb\u884c\u7ffb\u8bd1\u6574\u7406\uff0c\u672a\u7ecf\u540c\u610f\u8bf7\u52ff\u968f\u610f\u8f6c\u8f7d\u3002\u672c\u7cfb\u5217\u5728\u5fae\u4fe1\u516c\u4f17\u53f7\u201c\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012\u201d\uff08\u5fae\u4fe1\u53f7netsci\uff09\u548c\u4e2a\u4eba\u535a\u5ba2 https:\/\/www.complexly.me \uff08\u63d0\u4f9bRSS\u8ba2\u9605\uff09\u8fdb\u884c\u540c\u6b65\u66f4\u65b0\u3002<\/p>\n<\/blockquote>\n<p style=\"margin-top: 10px;margin-right: 8px;margin-left: 8px;line-height: 25.6px\">\n<p style=\"margin-top: 10px;margin-right: 8px;margin-left: 8px;line-height: 25.6px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497769&amp;idx=3&amp;sn=26224ea6a424c40e51e36d933019dbea&amp;chksm=e897a2a4dfe02bb2efe9ee8ca7c1ef06a726f95f9b019f266b4d99df35d2322ee726f362f43a&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u4ec0\u4e48\u662f\u793e\u4f1a\u7ec4\u7ec7\u7684\u71b5\uff1f\u7b498\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497650&amp;idx=2&amp;sn=d68c253d3d5a09fc9dbce79c309df93c&amp;chksm=e897ad3fdfe0242967384cbd13a5447bac08aa05cc1d563bfe60efcc27bf3bad4c5b7a657832&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u5168\u7403\u4e0d\u540c\u5730\u533aFacebook\u7528\u6237\u7edf\u8ba1\u7279\u5f81\u5dee\u5f02 \u7b4918\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497570&amp;idx=2&amp;sn=69be90006d885c32f05434b514037f91&amp;chksm=e897adefdfe024f91c81bff00eefe9914f4abf3456d6d33fa2cb3d420d0b9c20c59f7062c5c7&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u4eba\u4eec\u4f1a\u4fe1\u4efb\u4ec0\u4e48\u6837\u7684\u7ebf\u4e0a\u793e\u4ea4\u56e2\u4f53\uff1f \u7b4920\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497567&amp;idx=2&amp;sn=2ddd13c7d35d71845e9183b8cb81529d&amp;chksm=e897add2dfe024c46c520678a7defe71b696c17d92ca282caa876f786e68f450001d3c4a3472&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u9650\u5236\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u5e94\u7528\u7a0b\u5e8f\u7684\u9690\u79c1\u6cc4\u6f0f \u7b4911\u7bc7<\/strong><\/a><\/p>\n<p><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497560&amp;idx=3&amp;sn=929fab3cab711aee4188ac5f0145ab52&amp;chksm=e897add5dfe024c38d467e3087ac81df98329a48d1a4ad0886d80af50083b56667352de7a257&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5256\u6790\u7528\u4e8e\u56fe\u5206\u7c7b\u7684\u56fe\u795e\u7ecf\u7f51\u7edc \u7b4921\u7bc7<\/a><\/strong><\/p>\n<p><strong><strong><strong><span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487778&amp;idx=1&amp;sn=c2e77ec93213c4c63f57a777ff10e368&amp;chksm=e8944bafdfe3c2b9d66544dafe7403159473e8c94fd3bc513f5300c353bcec49c0c0b69797af&amp;scene=21#wechat_redirect\" target=\"_blank\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/span><\/strong><\/strong><\/strong><\/p>\n<\/p>\n<p style=\"text-align: center\">\n<section class=\"mpa-template\">\n<section class=\"\">\n<section class=\"\">\n<p style=\"min-height: 1em\">\n<hr \/>\n<div class=\"post-image\"><img class=\"__bg_gif\" width=\"100%\" style=\"letter-spacing: 0.5px;width: 64px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma9-1559728231.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<p style=\"min-height: 1em\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px\">\n<section>\n<p><strong><span>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p><strong><span>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em\"><strong><strong><span><span>\u25c6<\/span><span>\u25c6<\/span><span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p><span><strong><span style=\"font-size: 14px\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<\/p>\n<p><span><strong><span style=\"font-size: 14px\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section>\n<div class=\"post-image\"><img class=\"\" style=\"width: 156px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma7-1559728231.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/section>\n<p style=\"min-height: 1em\"><span style=\"font-size: 14px\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class=\"keep-source\">\n<p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?timestamp=1559728223&amp;src=3&amp;ver=1&amp;signature=K067YeQipElhV0A6nXShx7kpZEK9jRGw5EIWyD*LELeK5aIPJBnRfyBJSaeSC9zfCjf-WlvjaTzeBsNna4PkV0lIgGLl8FUBoYY1N942GKrNnIUwPxOZrfgrsz*kYR76SR9akTTRk7X2MVyjMus85sj8ol1v*FZIVbGAVxyhiUA=\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012 \u56fe\u6ce8\u610f\u529b\u81ea\u52a8\u7f16\u7801\u5668; forgeNet\uff1a\u4f7f\u7528\u57fa\u4e8e\u6811\u7684\u96c6\u5408\u5206\u7c7b\u5668\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u7684\u56fe\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b; \u57fa\u4e8e\u8d85\u7f51\u7edc\u7684\u7528\u6237\u521b\u65b0\u77e5\u8bc6\u96c6\u6210\u6a21\u578b; \u591a\u65b9\u9762\u9690\u79c1\uff1a\u5982\u4f55\u5728\u4e0d\u66b4\u9732\u654f\u611f\u5c5e\u6027\u7684\u60c5\u51b5\u4e0b\u8868\u8fbe\u60a8\u7684\u5728\u7ebf\u89d2\u8272; \u6269\u5c55\u7684\u65e0\u6807\u5ea6\u7f51\u7edc; \u590d\u6742\u7f51\u7edc\u4e2d\u7684\u4fe1\u606f\u5bf9\u7b49; \u76d1\u63a7\u52a8\u6001\u7f51\u7edc\uff1a\u57fa\u4e8e\u6a21\u62df\u7684\u7b56\u7565\uff0c\u7528\u4e8e\u6bd4\u8f83\u76d1\u63a7\u65b9\u6cd5\u548c\u6bd4\u8f83&#8230;<\/p>\n","protected":false},"author":1,"featured_media":15924,"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\/15923"}],"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=15923"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/15923\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/15924"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15923"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15923"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15923"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=15923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}