{"id":15494,"date":"2019-04-27T00:00:50","date_gmt":"2019-04-28T09:50:19","guid":{"rendered":"http:\/\/swarma.org\/?p=15494"},"modified":"2019-05-01T21:54:35","modified_gmt":"2019-05-01T13:54:35","slug":"042879f90f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=15494","title":{"rendered":"\u6590\u6ce2\u90a3\u5951\u6811\u72b6\u6a21\u578b\u7684\u968f\u673a\u6e38\u8d70\uff1a\u5e42\u5f8b\u7684\u6d8c\u73b0 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u90126\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<div class=\"post-image\"><img class=\"aligncenter\" style=\"height: 307px; text-align: center; width: 540px;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2019\/04\/swarma0-1556445020.jpeg\" alt=\"\u96c6\u667a\" \/><\/div>\n<p>&nbsp;<\/p>\n<p style=\"margin-right: 8px; margin-left: 8px;\"><strong>\u6838<\/strong><strong>\u5fc3\u901f\u9012<\/strong><\/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;\">\u6590\u6ce2\u90a3\u5951\u6811\u72b6\u6a21\u578b\u7684\u968f\u673a\u6e38\u8d70\uff1a\u5e42\u5f8b\u7684\u6d8c\u73b0;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">PAN \uff1a\u7528\u4e8e\u6df1\u5ea6\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u57fa\u4e8e\u8def\u5f84\u79ef\u5206\u7684\u5377\u79ef;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5e7f\u4e49\u6a21\u5757\u5316\u5d4c\u5165\uff1a\u7f51\u7edc\u5d4c\u5165\u7684\u901a\u7528\u6846\u67b6;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5177\u6709\u4e0d\u5bf9\u79f0\u73af\u5883\u53cd\u9988\u7684\u7fa4\u4f53\u5408\u4f5c\u7684\u6f14\u5316\u52a8\u529b\u5b66;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">TwitterMancer \uff1a\u51c6\u786e\u9884\u6d4b\u63a8\u7279\u4e0a\u7684\u4e92\u52a8;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5177\u6709\u76f8\u540c\u5ea6\u5206\u5e03\u7684\u968f\u673a\u56fe\u7684\u96c6\u5408;<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 style=\"text-align: center;\"><\/h3>\n<h3><\/h3>\n<h3 style=\"margin: 0px 8px; padding: 0px; text-align: center; line-height: 1.75em; font-size: 16px; font-weight: 400;\"><strong><span style=\"margin: 0px; padding: 0px; font-size: 16px;\">\u6590\u6ce2\u90a3\u5951\u6811\u72b6\u6a21\u578b<\/span><\/strong><strong style=\"letter-spacing: 0.544px;\">\u7684<\/strong><strong style=\"letter-spacing: 0.544px;\">\u968f\u673a\u6e38\u8d70\uff1a\u5e42\u5f8b\u7684\u6d8c\u73b0<\/strong><\/h3>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Random walks on Fibonacci treelike models: emergence of power law<\/span><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">http:\/\/arxiv.org\/abs\/1904.11314<\/span><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Fei Ma, Ping Wang, Bing Yao<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u65e0\u6807\u5ea6\u7279\u5f81\u5728\u81ea\u7136\u754c\u548c\u793e\u4f1a\u4e2d\u7684\u5927\u91cf\u590d\u6742\u7f51\u7edc\u4e2d\u666e\u904d\u5b58\u5728\u3002\u56e0\u6b64\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u7814\u7a76\u4eba\u5458\u66f4\u52a0\u5173\u6ce8\u8fd9\u79cd\u7f51\u7edc\u6a21\u578b\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u7c7b\u589e\u957f\u6a21\u578b\uff0c\u540d\u4e3a Fibonacci\u6811 F\uff08t\uff09\uff0c\u5173\u4e8e Fibonacci \u5e8f\u5217 F_ t \u7684\u5185\u5728\u7279\u5f81\u3002\u9996\u5148\uff0c\u6211\u4eec\u5c06\u6a21\u578b F\uff08t\uff09\u53d8\u4e3a\u65e0\u6807\u5ea6\uff0c\u56e0\u4e3a\u5b83\u7684\u5ea6\u6570\u5206\u5e03\u6ee1\u8db3\u5e42\u5f8b\u6307\u6570 gamma \u5927\u4e8e 3 \u7684\u5e42\u5f8b\u3002\u7136\u540e\uff0c\u6211\u4eec\u5206\u6790\u7814\u7a76\u4e24\u4e2a\u4e0e\u7f51\u7edc\u4e0a\u968f\u673a\u6e38\u8d70\u76f8\u5173\u7684\u91cd\u8981\u6307\u6570\uff0c\u5373\u6700\u4f73\u5e73\u5747\u9996\u6b21\u901a\u8fc7\u65f6\u95f4\uff08 OMFPT \uff09\u548c\u5e73\u5747\u9996\u6b21\u901a\u8fc7\u65f6\u95f4\uff08 MFPT \uff09\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u786e\u5b9a\u6027\u7b97\u6cd5\u6765\u8ba1\u7b97 OMFPT \uff0c\u7136\u540e\u83b7\u5f97 OMFPT \u7684\u5c01\u95ed\u5f62\u5f0f\u8868\u8fbe\u5f0f\u3002\u540c\u65f6\uff0c\u5206\u522b\u5f15\u5165\u4e86\u8fd1\u4f3c\u7b97\u6cd5\u548c\u786e\u5b9a\u6027\u7b97\u6cd5\uff0c\u4ee5\u6355\u83b7 MFPT \u7684\u6709\u6548\u89e3\u3002\u6211\u4eec\u8bc1\u660e\u6211\u4eec\u7684\u7b97\u6cd5\u80fd\u591f\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5177\u6709\u81ea\u76f8\u4f3c\u7ed3\u6784\u7684\u8bb8\u591a\u7f51\u7edc\u6a21\u578b\uff0c\u4ee5\u83b7\u5f97 OMFPT \u6216 MFPT \u7684\u6240\u9700\u89e3\u51b3\u65b9\u6848\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u6355\u83b7\u4e86\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u7ed3\u679c\uff0c\u5373\u786e\u5b9a\u6027\u7b97\u6cd5\u62a5\u544a\u7684 MFPT \u4e0d\u518d\u4e0e\u6a21\u578b F\uff08t\uff09\u7684\u987a\u5e8f\u7ebf\u6027\u76f8\u5173\u3002\u5e7f\u6cdb\u7684\u5206\u6790\u7ed3\u679c\u4e0e\u6211\u4eec\u7684\u9648\u8ff0\u66f4\u52a0\u4e00\u81f4\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><\/h3>\n<h3 style=\"text-align: center; line-height: 1.75em; margin-right: 8px; margin-left: 8px;\"><strong><span style=\"font-size: 16px;\">PAN\uff1a<\/span><\/strong><strong><span style=\"font-size: 16px;\">\u7528\u4e8e\u6df1\u5ea6\u56fe\u795e\u7ecf<\/span><\/strong><strong><span style=\"font-size: 16px;\">\u7f51\u7edc\u7684\u57fa\u4e8e\u8def\u5f84\u79ef\u5206\u7684\u5377\u79ef<\/span><\/strong><\/h3>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">PAN: Path Integral Based Convolution for Deep Graph Neural Networks<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">http:\/\/arxiv.org\/abs\/1904.10996<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Zheng Ma, Ming Li, Yuguang Wang<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u4e3a\u56fe\u7ed3\u6784\u6570\u636e\u8bbe\u8ba1\u7684\u5377\u79ef\u8fd0\u7b97\u901a\u5e38\u5229\u7528\u56fe\u62c9\u666e\u62c9\u65af\u7b97\u5b50\uff0c\u5b83\u53ef\u4ee5\u88ab\u89c6\u4e3a\u901a\u8fc7\u901a\u7528\u968f\u673a\u6e38\u8d70\u5728\u76f8\u90bb\u90bb\u5c45\u4e4b\u95f4\u4f20\u9012\u7684\u6d88\u606f\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa PAN \uff0c\u4e00\u79cd\u65b0\u7684\u56fe\u5377\u79ef\u6846\u67b6\uff0c\u5b83\u6d89\u53ca\u94fe\u63a5\u6d88\u606f\u53d1\u9001\u8005\u548c\u63a5\u6536\u8005\u7684\u6bcf\u6761\u8def\u5f84\uff0c\u5176\u5177\u6709\u53ef\u5b66\u4e60\u7684\u6743\u91cd\uff0c\u8fd9\u53d6\u51b3\u4e8e\u8def\u5f84\u957f\u5ea6\uff0c\u5176\u5bf9\u5e94\u4e8e\u6700\u5927\u71b5\u968f\u673a\u6e38\u8d70\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">PAN \u5c06\u56fe\u62c9\u666e\u62c9\u65af\u7b97\u5b50\u63a8\u5e7f\u5230\u4e00\u4e2a\u65b0\u7684\u8f6c\u79fb\u77e9\u9635\uff0c\u6211\u4eec\u5c06\u5176\u79f0\u4e3a\u4ece\u8def\u5f84\u79ef\u5206\u5f62\u5f0f\u6d3e\u751f\u51fa\u7684\u6781\u5927\u71b5\u8f6c\u6362\uff08MET\uff09\u77e9\u9635\u3002\u5927\u591a\u6570\u5148\u524d\u7684\u56fe\u5377\u79ef\u7f51\u7edc\u67b6\u6784\u53ef\u4ee5\u9002\u5e94\u6211\u4eec\u7684\u6846\u67b6\uff0c\u5e76\u4e14\u53ef\u4ee5\u5f00\u53d1\u57fa\u4e8e\u8def\u5f84\u79ef\u5206\u601d\u60f3\u7684\u8bb8\u591a\u53d8\u4f53\u548c\u884d\u751f\u7269\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u57fa\u4e8e\u8def\u5f84\u79ef\u5206\u7684\u56fe\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u826f\u597d\u7684\u53ef\u5b66\u4e60\u6027\u548c\u5feb\u901f\u7684\u6536\u655b\u901f\u5ea6\uff0c\u5728\u57fa\u51c6\u4efb\u52a1\u4e0a\u5b9e\u73b0\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd\u3002<\/span><\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<div class=\"bpp-post-content\">\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 16px;\">\u5e7f\u4e49\u6a21\u5757\u5316\u5d4c\u5165\uff1a<\/span><\/strong><strong><span style=\"font-size: 16px;\">\u7f51\u7edc\u5d4c\u5165\u7684\u901a\u7528\u6846\u67b6<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Generalized Modularity Embedding: a General Framework for Network Embedding<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">http:\/\/arxiv.org\/abs\/1904.11027<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Cheng-Shang Chang, Ching-Chu Huang, Chia-Tai Chang, Duan-Shin Lee, Ping-En Lu<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u7f51\u7edc\u5d4c\u5165\u95ee\u9898\u65e8\u5728\u5c06\u5f7c\u6b64\u76f8\u4f3c\u7684\u8282\u70b9\u6620\u5c04\u5230\u6b27\u51e0\u91cc\u5fb7\u7a7a\u95f4\u4e2d\u5f7c\u6b64\u63a5\u8fd1\u7684\u5411\u91cf\u3002\u4e0e\u4e2d\u5fc3\u5206\u6790\uff08\u6392\u540d\uff09\u548c\u793e\u533a\u68c0\u6d4b\u4e00\u6837\uff0c\u7f51\u7edc\u5d4c\u5165\u901a\u5e38\u88ab\u8ba4\u4e3a\u662f\u4e00\u4e2a\u4e0d\u9002\u5b9a\u95ee\u9898\uff0c\u5176\u89e3\u51b3\u65b9\u6848\u53ef\u80fd\u53d6\u51b3\u4e8e\u4e00\u4e2a\u4eba\u5bf9\u6b64\u95ee\u9898\u7684\u770b\u6cd5\u3002\u5728\u672c\u4e66\u7684\u7ae0\u8282\u4e2d\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u91c7\u6837\u56fe\u7684\u6846\u67b6\uff0c\u5c06\u4eba\u7684\u89c6\u56fe\u89c6\u4e3a\u7f51\u7edc\u7684\u91c7\u6837\u65b9\u6cd5\u3002\u62bd\u6837\u56fe\u7684\u6a21\u5757\u6027\uff0c\u5728\u672c\u4e66\u7ae0\u8282\u4e2d\u79f0\u4e3a\u5e7f\u4e49\u6a21\u5757\u6027\uff0c\u662f\u5177\u6709\u7279\u5b9a\u6982\u7387\u89e3\u91ca\u7684\u76f8\u4f3c\u6027\u77e9\u9635\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u672c\u4e66\u7684\u4e3b\u8981\u8d21\u732e\u4e4b\u4e00\u662f\u63d0\u51fa\u4f7f\u7528\u5e7f\u4e49\u6a21\u5757\u77e9\u9635\u8fdb\u884c\u7f51\u7edc\u5d4c\u5165\uff0c\u5e76\u8868\u660e\u7f51\u7edc\u5d4c\u5165\u95ee\u9898\u53ef\u4ee5\u88ab\u89c6\u4e3a\u8ddf\u8e2a\u6700\u5927\u5316\u95ee\u9898\uff0c\u5982\u793e\u533a\u68c0\u6d4b\u95ee\u9898\u3002\u6211\u4eec\u7684\u901a\u7528\u6a21\u5757\u5316\u5d4c\u5165\u65b9\u6cd5\u975e\u5e38\u901a\u7528\u4e14\u7075\u6d3b\u3002\u7279\u522b\u5730\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u62c9\u666e\u62c9\u65af\u7b97\u5b50\u7279\u5f81\u56fe\u662f\u6211\u4eec\u5e7f\u4e49\u6a21\u5757\u5316\u5d4c\u5165\u65b9\u6cd5\u7684\u4e00\u4e2a\u7279\u4f8b\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8868\u660e\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u7279\u5b9a\u7684\u91c7\u6837\u56fe\u6765\u5b8c\u6210\u964d\u7ef4\u3002\u5bf9\u771f\u5b9e\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u5404\u79cd\u5b9e\u9a8c\uff0c\u4ee5\u8bf4\u660e\u6211\u4eec\u7684\u65b9\u6cd5\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n<h3><\/h3>\n<h3><\/h3>\n<h3 style=\"text-align: center; line-height: 1.75em; margin-right: 8px; margin-left: 8px;\"><strong><span style=\"font-size: 16px;\">\u5177\u6709\u4e0d\u5bf9\u79f0\u73af\u5883\u53cd\u9988<\/span><\/strong><strong><span style=\"font-size: 16px;\">\u7684\u7fa4\u4f53\u5408\u4f5c\u7684\u6f14\u5316\u52a8\u529b\u5b66<\/span><\/strong><\/h3>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Evolutionary dynamics of group cooperation with asymmetrical environmental feedback<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">http:\/\/arxiv.org\/abs\/1904.11081<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Yanxuan Shao, Xin Wang, Feng fu<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u8fd1\u5e74\u6765\uff0c\u4eba\u4eec\u8d8a\u6765\u8d8a\u5173\u6ce8\u7814\u7a76\u5177\u6709\u73af\u5883\u53cd\u9988\u7684\u6f14\u5316\u535a\u5f08\u3002\u4ee5\u524d\u7684\u7814\u7a76\u4e13\u6ce8\u4e8e\u53cc\u4eba\u535a\u5f08\u3002\u7136\u800c\uff0c\u9700\u8981\u6269\u5c55\u5230\u591a\u73a9\u5bb6\u535a\u5f08\u6765\u7814\u7a76\u5fae\u751f\u7269\u5408\u4f5c\u548c\u4f17\u5305\u5408\u4f5c\u7b49\u95ee\u9898\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u7814\u7a76\u5171\u540c\u6f14\u5316\u7684\u516c\u5171\u4ea7\u54c1\u535a\u5f08\uff0c\u5176\u4e2d\u7b56\u7565\u4e0e\u56e2\u961f\u5408\u4f5c\u7684\u500d\u589e\u56e0\u5b50\u5171\u540c\u53d1\u5c55\u3002\u5728\u8fd9\u79cd\u73af\u5883\u53cd\u9988\u4e2d\u53ef\u80fd\u51fa\u73b0\u4e0d\u5bf9\u79f0\uff0c\u5176\u4e2d\u7531\u7126\u70b9\u5408\u4f5c\u8005\u7ec4\u7ec7\u7684\u535a\u5f08\u53ef\u80fd\u5177\u6709\u4e0e\u53db\u9003\u8005\u4e0d\u540c\u7684\u6548\u7387\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u7684\u5206\u6790\u8868\u660e\uff0c\u5982\u679c\u5408\u4f5c\u8005\u7684\u500d\u589e\u56e0\u5b50\u7684\u76f8\u5bf9\u53d8\u5316\u901f\u5ea6\u9ad8\u4e8e\u67d0\u4e2a\u9608\u503c\uff0c\u90a3\u4e48\u5177\u6709\u4e0d\u5bf9\u79f0\u73af\u5883\u53cd\u9988\u7684\u5171\u540c\u6f14\u5316\u52a8\u529b\u5b66\u53ef\u4ee5\u4ea7\u751f\u632f\u8361\u6536\u655b\u5230\u6301\u7eed\u5408\u4f5c\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u4e3a\u5728\u4e0d\u65ad\u53d8\u5316\u7684\u4e16\u754c\u4e2d\u7ef4\u6301\u56e2\u961f\u5408\u4f5c\u63d0\u4f9b\u4e86\u6709\u7528\u7684\u89c1\u89e3\u3002<\/span><\/p>\n<h3><\/h3>\n<h3><\/h3>\n<h3 style=\"text-align: center; line-height: 1.75em; margin-right: 8px; margin-left: 8px;\"><strong><span style=\"font-size: 16px;\">TwitterMancer\uff1a<\/span><\/strong><strong><span style=\"font-size: 16px;\">\u51c6\u786e\u9884\u6d4b\u63a8\u7279\u4e0a\u7684\u4e92\u52a8<\/span><\/strong><\/h3>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">TwitterMancer: Predicting Interactions on Twitter Accurately<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">http:\/\/arxiv.org\/abs\/1904.11119<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Konstantinos Sotiropoulos, John W. Byers, Polyvios Pratikakis, Charalampos E. Tsourakakis<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u672c\u6587\u7814\u7a76\u4e86 Twitter \u4e0a\u4e0d\u540c\u7c7b\u578b\u7684\u7528\u6237\u4ea4\u4e92\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u4ee5\u9884\u6d4b\u7f3a\u5931\u6216\u770b\u4e0d\u89c1\u7684\u4ea4\u4e92\u3002\u4f8b\u5982\uff0c\u8003\u8651\u5230 Twitter \u7528\u6237\u4e4b\u95f4\u7684\u4e00\u7ec4\u8f6c\u53d1\u4e92\u52a8\uff0c\u6211\u4eec\u80fd\u591f\u51c6\u786e\u9884\u6d4b\u56de\u590d\u4e92\u52a8\u5417\uff1f\u662f\u5426\u66f4\u96be\u9884\u6d4b\u8f6c\u53d1\u6216\u5f15\u7528\u4e00\u5bf9\u8d26\u6237\u4e4b\u95f4\u7684\u4e92\u52a8\uff1f\u6b64\u5916\uff0c\u65f6\u95f4\u5c40\u90e8\u6027\u4ee5\u53ca\u4ea4\u4e92\u6a21\u5f0f\u7684\u54ea\u4e9b\u7279\u5f81\u5bf9\u4e8e\u5b9e\u73b0\u7279\u5b9a Twitter \u4ea4\u4e92\u7684\u51c6\u786e\u9884\u6d4b\u6700\u91cd\u8981\uff1f\u6211\u4eec\u5bf9 Twitter \u4e92\u52a8\u7684\u5b9e\u8bc1\u7814\u7a76\u4e3a\u8fd9\u4e9b\u95ee\u9898\u63d0\u4f9b\u4e86\u521d\u6b65\u7b54\u6848\u3002\u6211\u4eec\u5df2\u7ecf\u6293\u53d6\u4e86\u4e00\u4e2a\u5e7f\u6cdb\u7684\u5e0c\u814a\u8bed Twitter \u5e10\u6237\u6570\u636e\u96c6\u53ca\u5176\u5728\u4e00\u4e2a\u6708\u5185\u7684\u8ddf\u968f\uff0c\u62a5\u4ef7\uff0c\u8f6c\u53d1\u548c\u56de\u590d\u4e92\u52a8\u3002\u6211\u4eec\u53d1\u73b0\u6211\u4eec\u53ef\u4ee5\u51c6\u786e\u9884\u6d4b Twitter \u7528\u6237\u7684\u8bb8\u591a\u4ea4\u4e92\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6709\u8da3\u7684\u662f\uff0c\u6700\u5177\u9884\u6d4b\u6027\u7684\u529f\u80fd\u56e0\u7528\u6237\u914d\u7f6e\u6587\u4ef6\u800c\u5f02\uff0c\u5e76\u4e14\u5728\u6240\u6709\u7528\u6237\u4e2d\u90fd\u4e0d\u5c3d\u76f8\u540c\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4e0e\u5927\u91cf\u5176\u4ed6 Twitter \u7528\u6237\u4ea4\u4e92\u7684\u4e00\u5bf9\u7528\u6237\uff0c\u6211\u4eec\u53d1\u73b0\u67d0\u4e9b\u201c\u9ad8\u7ef4\u201d\u4e09\u5143\u7ec4\uff0c\u5373\u6d89\u53ca\u591a\u79cd\u7c7b\u578b\u4ea4\u4e92\u7684\u4e09\u5143\u7ec4\uff0c\u975e\u5e38\u6709\u7528\uff0c\u800c\u5bf9\u4e8e\u4e0d\u592a\u6d3b\u8dc3\u7684 Twitter \u7528\u6237\u67d0\u4e9b\u5b66\u4f4d\u548c\u5b66\u4f4d\u4e2d\u8d77\u4e3b\u8981\u4f5c\u7528\u3002\u6700\u540e\uff0c\u6211\u4eec\u63d0\u4f9b\u6709\u5173 Twitter \u7528\u6237\u884c\u4e3a\u7684\u5404\u79cd\u5176\u4ed6\u89c1\u89e3\u3002\u6211\u4eec\u7684\u4ee3\u7801\u548c\u6570\u636e\u53ef\u5728 https:\/\/github.com\/twittermancer\/ \u4e0a\u627e\u5230\u3002\u5173\u952e\u8bcd\uff1a\u56fe\u6316\u6398\uff0c\u673a\u5668\u5b66\u4e60\uff0c\u793e\u4ea4\u5a92\u4f53\uff0c\u793e\u4f1a\u7f51\u7edc\u3002<\/span><\/p>\n<h3><\/h3>\n<h3 style=\"text-align: center; line-height: 1.75em; margin-right: 8px; margin-left: 8px;\"><strong><span style=\"font-size: 16px;\">\u5177\u6709\u76f8\u540c\u5ea6\u5206\u5e03\u7684\u968f\u673a\u56fe\u7684\u96c6\u5408<\/span><\/strong><\/h3>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">An ensemble of random graphs with identical degree distribution<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">http:\/\/arxiv.org\/abs\/1904.11208<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Fei Ma, Xiaoming Wang, Ping Wang<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u5ea6\u5206\u5e03\u6216\u7b49\u6548\u79f0\u4e3a\u5ea6\u5e8f\u5217\u901a\u5e38\u88ab\u7528\u4f5c\u7814\u7a76\u5927\u91cf\u590d\u6742\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u63aa\u65bd\u4e4b\u4e00\uff0c\u5176\u4e2d\u5df2\u7ecf\u83b7\u5f97\u4e86\u4e00\u4e9b\u4f17\u6240\u5468\u77e5\u7684\u7ed3\u679c\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u62a5\u544a\u4e86\u4e00\u4e2a\u4e8b\u5b9e\uff0c\u5373\u4e24\u4e2a\u4efb\u610f\u9009\u62e9\u7684\u5177\u6709\u76f8\u540c\u5ea6\u5206\u5e03\u7684\u7f51\u7edc\u53ef\u4ee5\u5177\u6709\u5b8c\u5168\u4e0d\u540c\u7684\u5176\u4ed6\u62d3\u6251\u7ed3\u6784\uff0c\u4f8b\u5982\u76f4\u5f84\uff0c\u751f\u6210\u6811\u6570\uff0c\u76ae\u5c14\u68ee\u76f8\u5173\u7cfb\u6570\u7b49\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u5ea6\u6570\u5206\u5e03\uff08\u5982\u6b64\u5904\u8ba8\u8bba\u7684\u5e42\u6307\u6570\u5206\u5e03\u4e3a gamma = 3 \uff09\uff0c\u53ef\u4ee5\u5408\u7406\u5730\u8be2\u95ee\u6709\u591a\u5c11\u5177\u6709\u8fd9\u79cd\u7ea6\u675f\u7684\u7f51\u7edc\u6a21\u578b\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e3a\u6b64\uff0c\u6211\u4eec\u7528 P\uff08k\uff09 sim k ^ &#8211; gamma \uff08 gamma = 3 \uff09\u751f\u6210\u8fd9\u79cd\u968f\u673a\u56fe\u7684\u96c6\u5408\uff0c\u8868\u793a\u4e3a\u56fe\u7a7a\u95f4 mathcal N\uff08 p\uff0cq\uff0ct\uff09\u5176\u4e2d\u6982\u7387\u53c2\u6570 p \u548c q \u6301\u6709 p + q = 1 \uff0c\u95f4\u63a5\u663e\u793a mathcal N\uff08p\uff0cq\uff0ct\uff09\u7684\u57fa\u6570\u4f3c\u4e4e\u662f\u5728\u70ed\u529b\u5b66\u9650\u5236\u4e2d\u8db3\u591f\u5927\uff0c\u5373 N rightarrow infty \uff0c\u901a\u8fc7\u6539\u53d8 p \u548c q \u7684\u503c\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4ece\u7406\u8bba\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u7ed9\u5b9a\u8d85\u5c0f\u5e38\u6570 p_ c \uff0c\u4e5f\u8bb8\u53ea\u6709\u56fe\u6a21\u578b N\uff081,0\uff0ct\uff09\u662f\u5c0f\u4e16\u754c\u800c\u5176\u4ed6\u4e0d\u662f\u76f4\u5f84\u3002\u7136\u540e\uff0c\u6211\u4eec\u7814\u7a76\u4e24\u4e2a\u786e\u5b9a\u6027\u56fe\u6a21\u578b\u4e0a\u7684\u751f\u6210\u6811\u6570\uff0c\u5e76\u83b7\u5f97\u5176\u4ed6\u6210\u5458\u7684\u4e0a\u9650\u548c\u4e0b\u9650\u3002\u540c\u65f6\uff0c\u5bf9\u4e8e\u4efb\u610f p\uff08 neq1\uff09\uff0c\u6211\u4eec\u8bc1\u660e\u56fe\u6a21\u578b N\uff08p\uff0cq\uff0ct\uff09\u786e\u5b9e\u7ecf\u5386\u4e86\u4e24\u4e2a\u76f8\u4f4d\u8f6c\u6362\uff0c\u5373\u4ece\u975e\u534f\u8c03\u6a21\u5f0f\u5f00\u59cb\u7136\u540e\u7a81\u7136\u53d8\u4e3a\u4e0d\u534f\u8c03\u533a\u57df\uff0c\u5e76\u9010\u6e10\u6536\u655b\u5230\u521d\u59cb\u4f4d\u7f6e\uff08\u975e\u540c\u7c7b\u70b9\uff09\u3002\u5176\u4e2d\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u201c\u7a7a\u201d\u56fe\u6a21\u578b\u3002<\/span><\/p>\n<blockquote><p>\u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/p>\n<p>\u7f16\u8f91\uff1a\u5b5f\u5a55<\/p><\/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<p>&nbsp;<\/p><\/blockquote>\n<p style=\"text-align: center;\"><strong>\u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/p>\n<p style=\"text-align: center;\"><a style=\"text-decoration: underline;\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497118&amp;idx=3&amp;sn=438f5cfdd841bdb9c5be63cf469b8e70&amp;chksm=e897af13dfe026059aa58a3c7e55235f16b17935ffc079fc47a20811863fa2da796634eb51bf&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\"><strong><span style=\"font-size: 14px;\">\u6ca1\u6709\u6c38\u4e45\u7684\u670b\u53cb\u6216\u654c\u4eba\uff1a<\/span><\/strong><strong><span style=\"font-size: 14px;\">\u8ffd\u8e2a\u56fd\u5bb6\u4e0e\u65b0\u95fb\u4e4b\u95f4\u7684\u5173\u7cfb \u7b4915\u7bc7<\/span><\/strong><\/a><\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497096&amp;idx=2&amp;sn=af85e97378b72e89a28972d8f3dbc795&amp;chksm=e897af05dfe02613e5c3787aaf148529ec0ec2a002edd980cc3113cb9e4839b01fec92c14710&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\"><strong style=\"letter-spacing: 0.544px; text-decoration: underline; font-size: 14px;\">\u7f51\u7edc\u79d1\u5b66\u9884\u6d4b\u5168\u7403\u521d\u521b\u4f01\u4e1a\u6210\u8d25 \u7b4921\u7bc7<\/strong><\/a><\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497075&amp;idx=2&amp;sn=dab6562be8defc66804dc4e0a68d570c&amp;chksm=e897affedfe026e8d506ed796f339277abbdfc1049f75008bd689421c1e720cd693d16145051&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\"><strong style=\"letter-spacing: 0.544px; text-decoration: underline; font-size: 14px;\">\u5e26\u7ba1\u5236\u7684\u8d22\u5bcc\u5206\u914d\u6a21\u578b\uff1a\u52a8\u6001\u548c\u5747\u8861 \u7b4915\u7bc7<\/strong><\/a><\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497006&amp;idx=3&amp;sn=c6e6b3ffa501ddd6bf3f7d7ad5a7291a&amp;chksm=e897afa3dfe026b5cdb3130f8a0aa24e1c83d34fe282a0919aa22cbe773f3bc3d056fcc87d33&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\"><strong style=\"letter-spacing: 0.544px; text-decoration: underline; font-size: 14px;\">\u5206\u6790\u7f51\u7edc\u6570\u636e\u76849\u4e2a\u5feb\u901f\u6280\u5de7 \u7b4923\u7bc7<\/strong><\/a><\/p>\n<p style=\"text-align: center;\"><strong style=\"letter-spacing: 0.544px; text-decoration: underline; font-size: 14px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247496997&amp;idx=2&amp;sn=83ef961e0693a9abd1eee8305732c2bd&amp;chksm=e897afa8dfe026bece872e316ae97fa8cece0dfad3990c4f79d98fbd13d1b4d2d267cf062f17&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8868\u5f81\u4eba\u5de5\u8702\u7fa4\u7b97\u6cd5\u4e2d\u793e\u4f1a\u4ea4\u4e92 \u7b4917\u7bc7<\/a><\/strong><\/p>\n<p style=\"text-align: center;\"><strong><strong><strong><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\" rel=\"noopener\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/strong><\/strong><\/strong><\/p>\n<section>\n<section class=\"mpa-template\">\n<section>\n<section>\n<hr \/>\n<div class=\"post-image\"><img class=\"__bg_gif aligncenter\" style=\"letter-spacing: 0.5px; width: 64px !important;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2019\/04\/swarma4-1556445020.gif\" alt=\"\u96c6\u667a\" width=\"100%\" \/><\/div>\n<section>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; text-align: center;\">\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px;\">\n<section>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 15px;\">\n<section><strong>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: center;\"><strong>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/strong><\/p>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em;\">\n<h1 style=\"text-align: center; line-height: 1.75em; margin-top: 10px; margin-bottom: 10px;\"><strong><strong>\u25c6\u25c6\u25c6<\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/p>\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/p>\n<section><img class=\"aligncenter\" style=\"width: 156px !important;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2019\/04\/swarma10-1556445020.jpg\" alt=\"\u96c6\u667a\" \/><\/section>\n<p style=\"text-align: center; min-height: 1em;\"><span style=\"font-size: 14px;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<blockquote class=\"keep-source\">\n<p style=\"text-align: center;\">\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a<a href=\"http:\/\/mp.weixin.qq.com\/s?timestamp=1556445014&amp;src=3&amp;ver=1&amp;signature=Ri1SlU*R2V9QNylQPCbRj5fbQPUBnSrKEpamuAy5Yxq9WT8IJkKONYpqzTAHB1UYQXp3rlerm1J6BW2LdzFAFkPXuoD*ERobPPUGQ3KCdeKUAzNTDjYwtfpwEmBc*Lvdb3im8oJSXMT3CwextvJhQhBtS0L*dwaGRCvFWXEdCJs=\" target=\"_blank\" rel=\"noopener\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \u6838\u5fc3\u901f\u9012 \u6590\u6ce2\u90a3\u5951\u6811\u72b6\u6a21\u578b\u7684\u968f\u673a\u6e38\u8d70\uff1a\u5e42\u5f8b\u7684\u6d8c\u73b0; PAN \uff1a\u7528\u4e8e\u6df1\u5ea6\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u57fa\u4e8e\u8def\u5f84\u79ef\u5206\u7684\u5377\u79ef; \u5e7f\u4e49\u6a21\u5757\u5316\u5d4c\u5165\uff1a\u7f51\u7edc\u5d4c\u5165\u7684\u901a\u7528\u6846\u67b6; \u5177\u6709\u4e0d\u5bf9\u79f0\u73af\u5883\u53cd\u9988\u7684\u7fa4\u4f53\u5408\u4f5c\u7684\u6f14\u5316\u52a8\u529b\u5b66; TwitterMancer \uff1a\u51c6\u786e\u9884\u6d4b\u63a8\u7279\u4e0a\u7684\u4e92\u52a8; \u5177\u6709\u76f8\u540c\u5ea6\u5206\u5e03\u7684\u968f\u673a\u56fe\u7684\u96c6\u5408; \u6590\u6ce2\u90a3\u5951\u6811\u72b6\u6a21&#8230;<\/p>\n","protected":false},"author":1,"featured_media":15495,"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\/15494"}],"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=15494"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/15494\/revisions"}],"predecessor-version":[{"id":15521,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/15494\/revisions\/15521"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/15495"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15494"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=15494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}