{"id":14180,"date":"2019-01-04T01:00:00","date_gmt":"2019-01-03T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/34ef7c5c5b\/"},"modified":"2019-01-23T10:51:33","modified_gmt":"2019-01-23T02:51:33","slug":"34ef7c5c5b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=14180","title":{"rendered":"\u5982\u4f55\u6839\u636e\u5173\u952e\u8bcd\u68c0\u6d4b Twitter \u4e2d\u7684\u4e8b\u4ef6 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u90127\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"text-align: center; margin-left: 8px; margin-right: 8px;\"><img class=\"\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2019\/01\/swarma9-1546606827.jpg\" alt=\"\u96c6\u667a\" \/><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><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;\">Twitter\u4e2d\u7684\u4e8b\u4ef6\u68c0\u6d4b\uff1a\u5173\u952e\u5b57\u5377\u65b9\u6cd5;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\"><span style=\"font-size: 15px;\">\u5728\u4e00\u822c\u7684V2V\u4f20\u8f93\u7f51\u7edc\u4e2d\u5efa\u6a21\u4fe1\u606f\u4f20\u64ad;<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u632b\u8d25\u793e\u4f1a\u5de5\u7a0b\u653b\u51fb;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u57fa\u4e8e\u865a\u62dfWeb\u7684\u4e2a\u6027\u5316PageRank\u66f4\u65b0;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u63cf\u7ed8\u793e\u4ea4\u5a92\u4f53\u4e0a\u957f\u671f\u5b58\u5728\u7684\u653f\u6cbb\u73b0\u8c61;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6297\u865a\u5047\u8eab\u4efd\u7684\u57fa\u4e8e\u4f20\u5bfc\u7684\u793e\u533a\u6269\u5c55;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6d41\u7f51\u7edc\u529f\u80fd\u7684\u62d3\u6251\u57fa\u7840;<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<section>\n<section>\n<section>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong>Twitter\u4e2d\u7684\u4e8b\u4ef6<\/strong><\/h3>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong>\u68c0\u6d4b\uff1a\u5173\u952e\u5b57\u5377\u65b9\u6cd5<\/strong><\/h3>\n<\/section>\n<\/section>\n<\/section>\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;\">Event detection in Twitter: A keyword volume approach<\/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\/1901.00570<\/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;\">Ahmad Hany Hossny, Lewis Mitchell<\/span><\/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;\">\u4f7f\u7528\u793e\u4ea4\u5a92\u4f53\u6d41\u7684\u4e8b\u4ef6\u68c0\u6d4b\u9700\u8981\u4e00\u7ec4\u5177\u6709\u5f3a\u4fe1\u53f7\u7684\u4fe1\u606f\u7279\u5f81\uff0c\u8fd9\u4e9b\u4fe1\u53f7\u9700\u8981\u6700\u5c11\u7684\u9884\u5904\u7406\u5e76\u4e14\u4e0e\u611f\u5174\u8da3\u7684\u4e8b\u4ef6\u9ad8\u5ea6\u76f8\u5173\u3002\u5c06\u8fd9\u4e9b\u4fe1\u606f\u6027\u7279\u5f81\u6807\u8bc6\u4e3a\u6765\u81eaTwitter\u7684\u5173\u952e\u5b57\u5177\u6709\u6311\u6218\u6027\uff0c\u56e0\u4e3a\u4eba\u4eec\u4f7f\u7528\u975e\u6b63\u5f0f\u8bed\u8a00\u6765\u8868\u8fbe\u4ed6\u4eec\u7684\u60f3\u6cd5\u548c\u611f\u53d7\u3002\u8fd9\u79cd\u975e\u6b63\u5f0f\u6027\u5305\u62ec\u9996\u5b57\u6bcd\u7f29\u7565\u8bcd\uff0c\u62fc\u5199\u9519\u8bef\u7684\u5355\u8bcd\uff0c\u540c\u4e49\u8bcd\uff0c\u97f3\u8bd1\u548c\u542b\u7cca\u4e0d\u6e05\u7684\u672f\u8bed\u3002<\/span><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u6709\u6548\u7684\u65b9\u6cd5\u6765\u9009\u62e9Twitter\u4e2d\u7ecf\u5e38\u4f7f\u7528\u7684\u5173\u952e\u8bcd\uff0c\u8fd9\u4e9b\u5173\u952e\u8bcd\u4e3b\u8981\u4e0e\u611f\u5174\u8da3\u7684\u4e8b\u4ef6\u76f8\u5173\uff0c\u4f8b\u5982\u6297\u8bae\u6d3b\u52a8\u3002\u5b9e\u65f6\u8ddf\u8e2a\u8fd9\u4e9b\u5173\u952e\u5b57\u7684\u6570\u91cf\uff0c\u4ee5\u8bc6\u522b\u4e8c\u8fdb\u5236\u5206\u7c7b\u65b9\u6848\u4e2d\u611f\u5174\u8da3\u7684\u4e8b\u4ef6\u3002\u6211\u4eec\u5728\u5b57\u5bf9\u4e2d\u4f7f\u7528\u5173\u952e\u5b57\u6765\u6355\u83b7\u4e0a\u4e0b\u6587\u3002\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u662f\u901a\u8fc7\u5e94\u7528\u5c16\u5cf0\u68c0\u6d4b\u65f6\u95f4\u6ee4\u6ce2\u5668\u6765\u5bf9\u6bcf\u4e2a\u5355\u8bcd\u5bf9\u7684\u6bcf\u65e5\u8ba1\u6570\u7684\u5411\u91cf\u8fdb\u884c\u4e8c\u503c\u5316\uff0c\u7136\u540e\u4f7f\u7528Jaccard\u5ea6\u91cf\u6765\u6d4b\u91cf\u6bcf\u4e2a\u5355\u8bcd\u5bf9\u7684\u4e8c\u8fdb\u5236\u5411\u91cf\u4e0e\u63cf\u8ff0\u4e8b\u4ef6\u53d1\u751f\u7684\u4e8c\u8fdb\u5236\u5411\u91cf\u7684\u76f8\u4f3c\u6027\u3002\u524dn\u4e2a\u5355\u8bcd\u5bf9\u7528\u4f5c\u5c06\u4efb\u4f55\u4e00\u5929\u5206\u7c7b\u4e3a\u4e8b\u4ef6\u6216\u975e\u4e8b\u4ef6\u65e5\u7684\u529f\u80fd\u3002\u4f7f\u7528\u591a\u4e2a\u5206\u7c7b\u5668\uff08\u4f8b\u5982Naive Bayes\uff0cSVM\uff0cLogistic\u56de\u5f52\uff0cKNN\u548c\u51b3\u7b56\u6811\uff09\u6d4b\u8bd5\u6240\u9009\u7279\u5f81\u3002<\/span><\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4ed6\u4eec\u90fd\u5c06AUC ROC\u5f97\u5206\u63d0\u9ad8\u52300.91\uff0cF1\u5f97\u5206\u8fbe\u52300.79\u3002\u8be5\u5b9e\u9a8c\u4f7f\u7528\u82f1\u8bed\u5728\u58a8\u5c14\u672c\uff0c\u6089\u5c3c\u548c\u5e03\u91cc\u65af\u73ed\u7b49\u591a\u4e2a\u57ce\u5e02\u4ee5\u53ca\u96c5\u52a0\u8fbe\u7684\u5370\u5c3c\u8bed\u8fdb\u884c\u3002\u8fd9\u4e24\u4e2a\u5b9e\u9a8c\uff0c\u5305\u62ec\u4e0d\u540c\u7684\u8bed\u8a00\u548c\u4f4d\u7f6e\uff0c\u4ea7\u751f\u4e86\u7c7b\u4f3c\u7684\u7ed3\u679c\u3002<\/span><\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u5728\u4e00\u822c\u7684V2V\u4f20\u8f93<\/span><\/strong><\/h3>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u7f51<\/span><\/strong><strong style=\"letter-spacing: 0.544px;\">\u7edc\u4e2d\u5efa\u6a21\u4fe1\u606f\u4f20\u64ad<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Modeling Information Propagation in General V2V-enabled Transportation 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\/1901.00527<\/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;\">Jungyeol Kim, Saswati Sarkar, Santosh S. Venkatesh, Megan Smirti Ryerson, David Starobinski<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> V2V\u6280\u672f\u6865\u63a5\u4e86\u4e24\u4e2a\u57fa\u7840\u8bbe\u65bd\uff1a\u901a\u4fe1\u57fa\u7840\u8bbe\u65bd\u548c\u4ea4\u901a\u57fa\u7840\u8bbe\u65bd\u3002\u8fd9\u4e9b\u57fa\u7840\u8bbe\u65bd\u76f8\u4e92\u8054\u7cfb\uff0c\u76f8\u4e92\u4f9d\u5b58\u3002\u4e00\u65b9\u9762\uff0c\u901a\u4fe1\u7f51\u7edc\u5b9e\u73b0V2V\u4ea4\u4e92\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u5177\u6709V2V\u7684\u9053\u8def\u4e0a\u7684\u8f66\u8f86\u5bc6\u5ea6\u548c\u9053\u8def\u4e0a\u7684\u62e5\u585e\u6c34\u5e73\u51b3\u5b9a\u4e86\u8f66\u8f86\u548c\u57fa\u7840\u8bbe\u65bd\u4e4b\u95f4\u7684\u901a\u4fe1\u7684\u901f\u5ea6\u548c\u8d28\u91cf\u3002\u9884\u8ba1V2V\u6280\u672f\u5c06\u663e\u8457\u4fc3\u8fdb\u5171\u4eab\u79fb\u52a8\u6027\u7684\u589e\u957f\uff0c\u53cd\u8fc7\u6765\uff0c\u5728\u5171\u4eab\u79fb\u52a8\u670d\u52a1\u4e2d\u90e8\u7f72\u5927\u91cf\u8fde\u63a5\u7684\u8f66\u8f86\u4f1a\u5f97\u5230\u663e\u8457\u7684\u63d0\u5347\uff0c\u524d\u63d0\u662f\u53ef\u4ee5\u514b\u670d\u5bf9\u90e8\u7f72\u7684\u6311\u6218\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8f66\u8f86\u79fb\u52a8\u6a21\u5f0f\u548c\u901a\u4fe1\u6761\u4ef6\u4e0d\u4ec5\u662f\u5f02\u6784\u7684\uff0c\u800c\u4e14\u5b83\u4eec\u4e5f\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u5bfc\u81f4\u901a\u4fe1\u548c\u4ea4\u901a\u57fa\u7840\u8bbe\u65bd\u4e4b\u95f4\u7684\u52a8\u6001\u8026\u5408\u3002\u6211\u4eec\u8003\u8651\u5728\u4ea4\u901a\u7f51\u7edc\u4e2d\u7684\u8f66\u8f86\u4e4b\u95f4\u4f20\u9012\u4fe1\u606f\uff0c\u5e76\u4f30\u8ba1\u5728\u4e0d\u540c\u7684\u4ea4\u901a\u5bc6\u5ea6\u6761\u4ef6\u4e0b\uff08\u4ea4\u901a\u62e5\u5835\uff0c\u4e8b\u6545\u7684\u5b58\u5728\u4ee5\u53ca\u8bf8\u5982\u65e9\u665a\u9ad8\u5cf0\u65f6\u6bb5\u7684\u65f6\u95f4\uff09\u548c\u901a\u4fe1\u7684\u6d88\u606f\u4f20\u64ad\u901f\u5ea6\u3001\u6761\u4ef6\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u8fde\u7eed\u65f6\u95f4\u9a6c\u5c14\u53ef\u592b\u94fe\u6765\u63cf\u8ff0\u901a\u8fc7\u542f\u7528\u7684\u8f66\u8f86\u7684\u4fe1\u606f\u4f20\u64ad\u8fc7\u7a0b\u3002\u6211\u4eec\u7684\u6a21\u578b\u6c47\u96c6\u5230\u4e00\u7ec4\u805a\u7c7b\u6d41\u884c\u75c5\u5b66\u5fae\u5206\u65b9\u7a0b\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u6709\u52a9\u4e8e\u5feb\u901f\u8ba1\u7b97\u3002\u7136\u540e\uff0c\u6211\u4eec\u6f14\u793a\u4e86\u8be5\u6a21\u578b\u5728\u5404\u79cd\u573a\u666f\u4e2d\u7684\u9002\u7528\u6027\uff1a\u73b0\u5b9e\u573a\u666f\u548c\u5047\u8bbe\u7684\u4e2d\u65ad\u548c\u7cfb\u7edf\u6270\u52a8\u573a\u666f\u3002\u6211\u4eec\u53d1\u73b0\u6211\u4eec\u7684\u6a21\u578b\u5339\u914d\u5b9e\u9645\u8f68\u8ff9\u6570\u636e\u800c\u8bef\u5dee\u5f88\u5c0f\uff0c\u8fd9\u8868\u660e\u6211\u4eec\u7684\u6a21\u578b\u9002\u7528\u4e8e\u7814\u7a76\u901a\u8fc7\u4e92\u8054\u8f66\u8f86\u7f51\u7edc\u4f20\u64ad\u4fe1\u606f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u632b\u8d25\u793e\u4f1a\u5de5\u7a0b\u653b\u51fb<\/span><\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Towards Thwarting Social Engineering Attacks<\/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\/1901.00586<\/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;\">Zheyuan Ryan Shi, Aaron Schlenker, Brian Hay, Fei Fang<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u793e\u4ea4\u5de5\u7a0b\u653b\u51fb\u4ee3\u8868\u4e86\u4e00\u79cd\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u653b\u51fb\u5a92\u4ecb\uff0c\u8fd9\u4e9b\u653b\u51fb\u5a92\u4ecb\u8d8a\u6765\u8d8a\u591a\u5730\u88ab\u8001\u7ec3\u7684\u9ed1\u5ba2\u7528\u6765\u653b\u51fb\u7ec4\u7279\u522b\u662f\u6c34\u6d1e\u88ad\u51fb\u5728\u6700\u8fd1\u7684\u8bb8\u591a\u9ad8\u8c03\u9ed1\u5ba2\u653b\u51fb\u4e2d\u88ab\u5229\u7528\u3002\u8fd9\u4e9b\u653b\u51fb\u901a\u8fc7\u4f7f\u7528\u6f0f\u6d1e\u5229\u7528\u5de5\u5177\u5305\u5c06\u7528\u6237\u91cd\u6709\u5411\u5230\u53e6\u4e00\u4e2a\u57df\uff0c\u4ece\u800c\u5371\u53ca\u5408\u6cd5\u7f51\u7ad9\u6267\u884c\u5077\u6e21\u5f0f\u4e0b\u8f7d\u653b\u51fb\u3002\u4e3a\u4e86\u9632\u6b62\u6c34\u6d1e\u88ad\u51fb\uff0c\u7ec4\u7ec7\u4f7f\u7528\u4e00\u7cfb\u5217\u5bf9\u7b56\u6765\u6539\u53d8\u8bbf\u95ee\u7f51\u7ad9\u7684\u5458\u5de5\u63d0\u4f9b\u7684\u73af\u5883\u4fe1\u606f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63a2\u7d22\u4e86\u8fd9\u4e2a\u9886\u57df\u5e76\u5f15\u5165\u4e86\u4e00\u4e2a\u535a\u5f08\u7406\u8bba\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u6355\u83b7\u4e86\u4e00\u4e2a\u7ec4\u7ec7\u4fdd\u62a4\u81ea\u5df1\u514d\u53d7\u6c34\u6d1e\u653b\u51fb\u7684\u6700\u76f8\u5173\u65b9\u9762\u3002\u8be5\u6a21\u578b\u4e3a\u7ec4\u7ec7\u5b9e\u65bd\u4f7f\u7528\u57fa\u4e8e\u6280\u672f\u7684\u5bf9\u7b56\u7684\u81ea\u52a8\u5316\u4fdd\u62a4\u7b56\u7565\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u6211\u4eec\u7684\u4e3b\u8981\u8d21\u732e\u662f\uff081\uff09\u793e\u4f1a\u5de5\u7a0b\u6b3a\u9a97\u535a\u5f08\u6a21\u578b\uff0c\uff082\uff09\u535a\u5f08\u6a21\u578b\u7684\u8be6\u7ec6\u5206\u6790\uff0c\uff083\uff09\u89e3\u51b3\u6700\u4f18\u4fdd\u62a4\u7b56\u7565\u7684\u7b97\u6cd5\uff0c\uff084\uff09\u542f\u53d1\u5f0f\u65b9\u6cd5\uff0c\u4ee5\u63d0\u9ad8\u6211\u4eec\u65b9\u6cd5\u7684\u53ef\u6269\u5c55\u6027\uff0c\u4ee5\u53ca\uff085\uff09\u8be6\u7ec6\u7684\u5b9e\u9a8c\u5206\u6790\u4e86\u6211\u4eec\u7684\u65b9\u6cd5\u7684\u5e94\u7528\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u57fa\u4e8e\u865a\u62dfWeb\u7684\u4e2a<\/span><\/strong><\/h3>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u6027\u5316PageRank\u66f4\u65b0<\/span><\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Virtual Web Based Personalized PageRank Updating<\/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\/1901.00678<\/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;\">Bo Song, Xiaobo Jiang, Xinhua Zhuang<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u793e\u4f1a\u7f51\u7edc\u7684\u65e5\u76ca\u666e\u53ca\u9700\u8981\u9ad8\u6548\u7684\u4e2a\u6027\u5316PageRank\uff08PPR\uff09\u66f4\u65b0\uff0c\u56e0\u4e3a\u5feb\u901f\u53d1\u5c55\u7684\u5de8\u5927\u7f51\u7edc\u56fe\u8868\u3002\u867d\u7136\u76ee\u524d\u7684\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u94fe\u8def\u7ed3\u6784\u4fee\u6539\u4e0b\u7684PPR\u66f4\u65b0\uff0c\u4f46\u5f53\u6d89\u53ca\u8282\u70b9\u63d2\u5165\/\u5220\u9664\u65f6\u4ecd\u7136\u6709\u6548\u5730\u66f4\u65b0PPR\u4ecd\u7136\u662f\u4e00\u4e2a\u6311\u6218\u3002\u5728\u4e4b\u524d\u7684\u540d\u4e3aVirtual Web\uff08VW\uff09\u7684\u5de5\u4f5c\u4e2d\uff0c\u8bbe\u8ba1\u4e86\u4e00\u4e9bVW\u67b6\u6784\uff0c\u8fd9\u5bfc\u81f4\u4e00\u4e9b\u9ad8\u6548\u7684\u521d\u59cb\u5316\uff0c\u4ee5\u663e\u8457\u52a0\u5feb\u94fe\u63a5\u4fee\u6539\u548c\u9875\u9762\u63d2\u5165\/\u5220\u9664\u4e0b\u7684PageRank\u66f4\u65b0\u3002\u5728\u672c\u6587\u4e2d\uff0c\u5728\u94fe\u63a5\u4fee\u6539\u548c\u8282\u70b9\u63d2\u5165\/\u5220\u9664\u7684\u4e00\u822c\u573a\u666f\u4e0b\uff0c\u6211\u4eec\u89e3\u51b3\u4e86\u5feb\u901fPPR\u66f4\u65b0\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u5c06VW\u4e0eTrackingPPR\u65b9\u6cd5\u7ed3\u5408\u8d77\u6765\u751f\u6210\u9996\u5b57\u6bcd\uff0c\u7136\u540e\u7531Gauss-Southwell\u65b9\u6cd5\u7528\u4e8e\u5feb\u901fPPR\u66f4\u65b0\u3002\u8be5\u7b97\u6cd5\u540d\u4e3aVWPPR\u65b9\u6cd5\u3002\u5728\u5e7f\u6cdb\u7684\u5b9e\u9a8c\u4e2d\uff0c\u4f7f\u7528\u4e09\u4e2a\u771f\u5b9e\u4e16\u754c\u6570\u636e\u96c6\uff0c\u5176\u5305\u542b1~5.6M\u8282\u70b9\u548c6.7M~129M\u94fe\u8def\uff0c\u540c\u65f6\u5e94\u752840k\u7684\u8282\u70b9\u6270\u52a8\u548c1\uff05\u7684\u94fe\u8def\u6270\u52a8\u3002\u4e0e\u6700\u8fd1\u5904\u7406\u4e00\u822cPPR\u66f4\u65b0\u95ee\u9898\u7684LazyForwardUpdate\u65b9\u6cd5\u76f8\u6bd4\uff0cVWPPR\u65b9\u6cd5\u5728\u8fd0\u884c\u65f6\u65b9\u9762\u5feb3~6\u500d\uff0c\u6216\u8005\u5728\u8fed\u4ee3\u6b21\u6570\u65b9\u9762\u5feb4.4~10\u500d\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u63cf\u7ed8\u793e\u4ea4\u5a92\u4f53\u4e0a<\/span><\/strong><\/h3>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u957f\u671f\u5b58\u5728\u7684\u653f\u6cbb\u73b0\u8c61<\/span><\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">Characterizing Long-Running Political Phenomena on Social Media<\/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\/1901.00740<\/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;\">Emre Calisir, Marco Brambilla<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u793e\u4ea4\u5a92\u4f53\u63d0\u4f9b\u4e86\u8bb8\u591a\u673a\u4f1a\u6765\u76d1\u7763\u548c\u8bc4\u4f30\u516c\u6c11\u6295\u7968\u548c\u9009\u4e3e\u7b49\u653f\u6cbb\u73b0\u8c61\u3002\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u5957\u65b9\u6cd5\uff0c\u901a\u8fc7\u73b0\u5b9e\u4e16\u754c\u7684\u5b9e\u9a8c\u6765\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u4e0a\u957f\u671f\u5b58\u5728\u7684\u653f\u6cbb\u4e8b\u4ef6\uff1a\u5173\u4e8e\u82f1\u56fd\u9000\u6b27\u7684\u8fa9\u8bba\uff0c\u5373\u82f1\u56fd\u542f\u52a8\u79bb\u5f00\u6b27\u76df\u7684\u9009\u62e9\u7684\u8fc7\u7a0b\u3002\u6211\u4eec\u63d0\u51fa\u4ee5\u4e0b\u7814\u7a76\u95ee\u9898\uff1a\u57fa\u4e8eTwitter\u7684\u7acb\u573a\u5206\u7c7b\u662f\u5426\u53ef\u7528\u4e8e\u5c55\u793a\u516c\u4f17\u5bf9\u653f\u6cbb\u4e8b\u4ef6\u7684\u7acb\u573a\uff1f\u8861\u91cf\u653f\u6cbb\u5bb6\u5bf9\u793e\u4ea4\u5a92\u4f53\u5f71\u54cd\u7684\u6700\u6709\u6548\u548c\u6700\u5168\u9762\u7684\u65b9\u6cd5\u662f\u4ec0\u4e48\uff1f\u8fa9\u8bba\u4e2d\u54ea\u4e9b\u4e24\u6781\u5316\u7684\u65b9\u9762\u5bf9\u653f\u6cbb\u5bb6\u7684\u4fe1\u606f\u548c\u82f1\u56fd\u9000\u6b27\u8fc7\u7a0b\u7684\u4e3b\u8981\u95ee\u9898\u66f4\u654f\u611f\uff1f\u82f1\u56fd\u8131\u6b27\u8ba8\u8bba\u4e2d\u673a\u5668\u4eba\u8d26\u6237\u7684\u4efd\u989d\u662f\u591a\u5c11\uff1f\u5b83\u4eec\u9002\u7528\u4e8e\u54ea\u4e00\u65b9\uff1f\u901a\u8fc7\u7ed3\u5408\u7528\u6237\u7acb\u573a\u5206\u7c7b\uff0c\u4e3b\u9898\u53d1\u73b0\uff0c\u60c5\u611f\u5206\u6790\u548c\u673a\u5668\u4eba\u68c0\u6d4b\uff0c\u6211\u4eec\u8868\u660e\u53ef\u4ee5\u4ece\u793e\u4ea4\u5a92\u4f53\u6570\u636e\u4e2d\u83b7\u5f97\u6709\u5173\u653f\u6cbb\u73b0\u8c61\u7684\u6709\u7528\u89c1\u89e3\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u80fd\u591f\u5728\u8ba8\u8bba\u4e2d\u53d1\u73b0\u76f8\u5173\u4e3b\u9898\uff0c\u4f8b\u5982\u5bf9\u65b0\u516c\u6c11\u6295\u7968\u7684\u9700\u6c42\uff0c\u4ee5\u53ca\u4e86\u89e3\u793e\u4ea4\u5a92\u4f53\u7528\u6237\u5bf9\u8fa9\u8bba\u4e2d\u4e0d\u540c\u4e3b\u9898\u7684\u7acb\u573a\u3002\u6211\u4eec\u5bf9\u653f\u6cbb\u8d26\u6237\u7684\u6bd4\u8f83\u548c\u65f6\u95f4\u5206\u6790\u53ef\u4ee5\u53d1\u73b0\u82f1\u56fd\u8131\u6b27\u8fc7\u7a0b\u7684\u5173\u952e\u65f6\u671f\u53ca\u5176\u5bf9\u8fa9\u8bba\u7684\u5f71\u54cd\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u6297\u865a\u5047\u8eab\u4efd\u7684<\/span><\/strong><\/h3>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u57fa\u4e8e\u4f20\u5bfc\u7684\u793e\u533a\u6269\u5c55<\/span><\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">S<\/span><span style=\"font-size: 15px;\">ybil-Resilient Conductance-Based Community Expansion<\/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\/1901.00752<\/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;\">Ouri Poupko, Gal Shahaf, Ehud Shapiro, Nimrod Talmon<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px;\">\u9632\u6b62\u865a\u5047\u6216\u91cd\u590d\u7684\u7535\u5b50\u8eab\u4efd\uff08\u4e5f\u79f0\u4e3asybils\uff09\u52a0\u5165\u7535\u5b50\u793e\u533a\u53ef\u80fd\u5bf9\u5176\u751f\u5b58\u81f3\u5173\u91cd\u8981\uff0c\u7279\u522b\u662f\u5982\u679c\u5b83\u5728\u5176\u6210\u5458\u4e4b\u95f4\u4f7f\u7528\u5171\u8bc6\u534f\u8bae\u6216\u91c7\u7528\u6c11\u4e3b\u6cbb\u7406\uff0c\u5176\u4e2dsybils\u4f1a\u7834\u574f\u5171\u8bc6\uff0c\u503e\u659c\u51b3\u7b56\uff0c\u751a\u81f3\u63a5\u7ba1\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u63a2\u7d22\u4f7f\u7528\u8eab\u4efd\u4fe1\u4efb\u56fe\uff0c\u4fe1\u4efb\u8fb9\u4ee3\u8868\u8eab\u4efd\u6240\u6709\u8005\u4e4b\u95f4\u7684\u4fe1\u4efb\uff0c\u4ee5\u5141\u8bb8\u793e\u533a\u5728\u4e0d\u589e\u52a0\u5176sybil\u6e17\u900f\u7684\u60c5\u51b5\u4e0b\u6210\u957f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7531\u4e8e\u8eab\u4efd\u662f\u57fa\u4e8e\u73b0\u6709\u7535\u5b50\u793e\u533a\u6210\u5458\u7684\u4fe1\u4efb\u800c\u88ab\u5141\u8bb8\u8fdb\u5165\u7535\u5b50\u793e\u533a\u7684\uff0c\u56e0\u6b64\u53ef\u80fd\u4fe1\u4efb\u540c\u5fd7\u7684\u8150\u8d25\u8eab\u4efd\u4e5f\u5bf9\u7535\u5b50\u793e\u533a\u6784\u6210\u5a01\u80c1\u3002 Sybils\u53ca\u5176\u8150\u8d25\u7684\u8087\u4e8b\u8005\u88ab\u79f0\u4e3a\u62dc\u5360\u5ead\u4eba\uff0c\u6211\u4eec\u7684\u9996\u8981\u76ee\u6807\u662f\u9650\u5236\u4ed6\u4eec\u6e17\u900f\u5230\u7535\u5b50\u793e\u533a\u3002\u6211\u4eec\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u5173\u952e\u5de5\u5177\u662f\u56fe\u4f20\u5bfc\uff0c\u6211\u4eec\u7684\u5173\u952e\u5047\u8bbe\u662f\u8bda\u5b9e\u7684\u4eba\u4e0d\u613f\u610f\u8150\u8d25\uff0c\u5e76\u503e\u5411\u4e8e\u4e0d\u4fe1\u4efb\u4ed6\u4eec\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7279\u522b\u611f\u5174\u8da3\u7684\u662f\u5c06\u62dc\u5360\u5ead\u4eba\u7684\u6bd4\u4f8b\u4fdd\u6301\u5728\u4e09\u5206\u4e4b\u4e00\u4ee5\u4e0b\uff0c\u56e0\u4e3a\u5b83\u5141\u8bb8\u4f7f\u7528\u62dc\u5360\u5ead\u534f\u8bae[13]\u8fbe\u6210\u5171\u8bc6\u4ee5\u53ca\u4f7f\u7528sybil\u5f39\u6027\u793e\u4f1a\u9009\u62e9[16,20]\u548csybil-resilient\u53c2\u6570\u66f4\u65b0[19] \u3002\u6211\u4eec\u8003\u8651\u6269\u5c55\u4fe1\u4efb\u56fe\u7684\u5e8f\u5217\uff0c\u5e76\u8868\u660e\uff0c\u6839\u636e\u6211\u4eec\u7684\u5173\u952e\u5047\u8bbe\u548c\u6269\u5c55\u8fc7\u7a0b\u7684\u5176\u4ed6\u8981\u6c42\uff0c\u5305\u62ec\u4fdd\u6301\u793e\u533a\u4fe1\u4efb\u56fe\u7684\u4f20\u5bfc\u6027\u8db3\u591f\u9ad8\uff0c\u793e\u533a\u53ef\u4ee5\u5b89\u5168\u5730\u6269\u5c55\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 16px;\">\u6d41\u7f51\u7edc\u529f\u80fd\u7684\u62d3\u6251\u57fa\u7840<\/span><\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h3 style=\"margin-right: 8px; margin-left: 8px; line-height: 1.75em;\"><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">The topological basis of function in flow 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\/1901.00822<\/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;\">Jason W. Rocks, Andrea J. Liu, Eleni Katifori<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"> \u91cd\u65b0\u8def\u7531\u548c\u63a7\u5236\u6d41\u52a8\u7684\u80fd\u529b\u5bf9\u4e8e\u8bb8\u591a\u751f\u7269\u4f20\u8f93\u7f51\u7edc\u7684\u529f\u80fd\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u901a\u8fc7\u8c03\u6574\u8fb9\u7684\u8fde\u901a\u6027\uff0c\u8bb8\u591a\u6d41\u7f51\u7edc\u7a33\u5065\u5730\u63a7\u5236\u8f93\u5165\u7684\u4f20\u64ad\uff0c\u4ee5\u4fbf\u5b9e\u73b0\u5404\u79cd\u5404\u6837\u7684\u7279\u5b9a\u4efb\u52a1\u3002\u7136\u800c\uff0c\u6700\u8fd1\u7684\u8bc1\u636e\u8868\u660e\uff0c\u7528\u4e8e\u5b9e\u73b0\u6b64\u7c7b\u4efb\u52a1\u7684\u7f51\u7edc\u67b6\u6784\u8868\u73b0\u51fa\u663e\u8457\u7684\u8bbe\u8ba1\u7075\u6d3b\u6027\uff0c\u6a21\u7cca\u4e86\u7ed3\u6784\u548c\u529f\u80fd\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/span><\/p>\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\">\n<p style=\"margin-left: 8px; margin-right: 8px; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5bfb\u6c42\u8bc6\u522b\u8d1f\u8d23\u8c03\u6574\u7f51\u7edc\u529f\u80fd\u7684\u7ed3\u6784\u7279\u5f81\u3002\u901a\u8fc7\u6dfb\u52a0\u548c\u79fb\u9664\u94fe\u63a5\uff0c\u6211\u4eec\u4f18\u5316\u6d41\u7f51\u7edc\u4ee5\u6267\u884c\u7279\u5b9a\u529f\u80fd\uff0c\u5373\uff0c\u5f53\u538b\u529b\u5dee\u88ab\u65bd\u52a0\u5230\u7f51\u7edc\u4e2d\u7684\u53e6\u4e00\u4e2a\u9884\u5b9a\u201c\u6e90\u201d\u8fb9\u65f6\uff0c\u6cbf\u7740\u6240\u9009\u62e9\u7684\u201c\u76ee\u6807\u201d\u8fb9\u5b9e\u73b0\u6700\u5c0f\u538b\u529b\u5dee\u3002\u4f7f\u7528\u6301\u4e45\u540c\u6e90\u6027\uff0c\u6211\u4eec\u8868\u660e\uff0c\u8c03\u6574\u4e3a\u6267\u884c\u6b64\u7c7b\u529f\u80fd\u7684\u7f51\u7edc\u5f00\u53d1\u4e86\u7279\u5f81\u6027\u7684\u5927\u89c4\u6a21\u62d3\u6251\u7279\u5f81\uff0c\u8fd9\u4e9b\u7279\u5f81\u5bf9\u4e8e\u6267\u884c\u76f8\u540c\u529f\u80fd\u7684\u4e0d\u540c\u7f51\u7edc\u662f\u76f8\u4f3c\u7684\uff0c\u800c\u4e0d\u7ba1\u672c\u5730\u94fe\u8def\u8fde\u63a5\u7684\u5dee\u5f02\u3002\u8fd9\u4e9b\u7279\u5f81\u4e0e\u8c03\u6574\u540e\u7684\u54cd\u5e94\u5bc6\u5207\u76f8\u5173\uff0c\u5728\u7ed3\u6784\u548c\u529f\u80fd\u4e4b\u95f4\u63d0\u4f9b\u4e86\u660e\u786e\u7684\u62d3\u6251\u5173\u7cfb\u3002<\/span><\/p>\n<blockquote>\n<p style=\"margin-right: 8px; margin-left: 8px; letter-spacing: 0.544px; line-height: 1.75em;\">\u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/p>\n<p style=\"margin-right: 8px; margin-left: 8px; letter-spacing: 0.544px; line-height: 1.75em;\">\u7f16\u8f91\uff1a\u5b5f\u5a55<\/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><strong>\u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/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=2247495104&amp;idx=2&amp;sn=7bc1b9a798e1008fc7d9fc61bc527f64&amp;chksm=e897b74ddfe03e5b3f15b386a86e31d65b03b332d5cb01e960f1f8526f522ccea0b7f3bc764b&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4ece\u7f51\u7edc\u4e2d\u5220\u9664\u6076\u610f\u8282\u70b9 \u7b4912\u7bc7<\/a><\/strong><\/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=2247494964&amp;idx=3&amp;sn=250353957f8b1aabaf909159482ab8a4&amp;chksm=e897b7b9dfe03eaf4516d3efe8b057b2f6e3bce2d2ec4bd41352fcdc69c504aa0a7061cdafc5&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u901a\u8fc7\u81ea\u6ce8\u610f\u529b\u7f51\u7edc\u5b66\u4e60\u52a8\u6001\u56fe\u8868\u793a \u7b4917\u7bc7<\/a><\/strong><\/p>\n<p><strong style=\"font-size: 14px; letter-spacing: 0.544px; text-decoration: underline;\"><strong style=\"font-size: 17px; letter-spacing: 0.544px;\"><span style=\"font-size: 14px;\"><strong style=\"letter-spacing: 0.544px; line-height: 29.75px;\"><strong style=\"font-size: 17px; letter-spacing: 0.544px;\"><span style=\"font-size: 14px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247494587&amp;idx=3&amp;sn=736aa99cee568b0d8c97178d89644fe0&amp;chksm=e897b136dfe038200f671ee3d988fed4d63b6e2cd418c781d6dcac3376e4a280021af7a53590&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u793e\u4ea4\u7f51\u7edc\u673a\u5668\u4eba\u7684\u8bcd\u6c47\u5206\u6790 \u7b499\u7bc7<\/a><\/span><\/strong><\/strong><\/span><\/strong><\/strong><\/p>\n<p><strong style=\"font-size: 14px; letter-spacing: 0.544px; text-decoration: underline;\"><strong style=\"font-size: 17px; letter-spacing: 0.544px;\"><span style=\"font-size: 14px;\"><strong style=\"letter-spacing: 0.544px; line-height: 29.75px;\"><strong style=\"font-size: 17px; letter-spacing: 0.544px;\"><span style=\"font-size: 14px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247494562&amp;idx=2&amp;sn=8379058993b25f8b57fff1cfad32839c&amp;chksm=e897b12fdfe03839afa82998e63b1dbc9746743eab13469dee42cb608f62cb918ebe333006f0&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u7684\u5168\u5c40\u6027\u68c0\u6d4b \u7b497\u7bc7<\/a><\/span><\/strong><\/strong><\/span><\/strong><\/strong><\/p>\n<p><span style=\"font-size: 14px;\"><strong style=\"text-decoration: underline;\"><strong style=\"font-size: 17px; letter-spacing: 0.544px;\"><span style=\"font-size: 14px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247494525&amp;idx=2&amp;sn=849d234047b7b5499b9448ff99f95d4a&amp;chksm=e897b1f0dfe038e6fcd5748725e84e519c5a8b8638e2e76fc1ee3ceebc0d4f1c4a3334bfeff2&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u65f6\u95f4\u591a\u5c42\u7f51\u7edc\u4e0a\u7684\u77f3\u5934\u526a\u5b50\u5e03\u968f\u673a\u6e38\u8d70 \u7b4917\u7bc7<\/a><\/span><\/strong><\/strong><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><strong style=\"text-decoration: underline;\"><strong style=\"font-size: 17px; letter-spacing: 0.544px;\"><span style=\"font-size: 14px;\"><strong style=\"letter-spacing: 0.544px;\"><strong style=\"font-size: 17px; letter-spacing: 0.544px;\"><span style=\"font-size: 14px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247494470&amp;idx=2&amp;sn=7bbfbbce8f94929702d2c9d079c349bc&amp;chksm=e897b1cbdfe038dd0a8bbef67367e051faf5d1dc58eb82314af9e633fc53fc3212a683255306&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u7535\u5f71\u811a\u672c\u7684\u591a\u5c42\u7f51\u7edc\u6a21\u578b \u7b4910\u7bc7<\/a><\/span><\/strong><\/strong><\/span><\/strong><\/strong><\/span><\/p>\n<p><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 class=\"\">\n<section class=\"mpa-template\">\n<section class=\"\">\n<section class=\"\">\n<hr \/>\n<div class=\"post-image\"><img class=\"__bg_gif\" style=\"letter-spacing: 0.5px; width: 64px !important;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2019\/01\/swarma3-1546606828.gif\" alt=\"\u96c6\u667a\" width=\"100%\" \/><\/div>\n<section>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; text-align: center;\">\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px;\">\n<section>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 15px;\">\n<section><strong>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/strong><\/p>\n<p><strong>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/strong><\/p>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em;\">\n<h1 style=\"margin-top: 10px; margin-bottom: 10px; line-height: 1.75em;\"><strong><strong>\u25c6\u25c6\u25c6<\/strong><\/strong><\/h1>\n<\/section>\n<p><strong><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/p>\n<p><strong><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/p>\n<section><img class=\"\" style=\"width: 156px !important;\" title=\"\u96c6\u667a\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2019\/01\/swarma3-1546606828.jpg\" alt=\"\u96c6\u667a\" \/><\/p>\n<\/section>\n<p style=\"min-height: 1em;\"><span style=\"font-size: 14px;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class=\"keep-source\"><p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a<a href=\"http:\/\/mp.weixin.qq.com\/s?timestamp=1546606825&amp;src=3&amp;ver=1&amp;signature=BOrz5SKCLoPtrZYc2VnOOKLxR9LuQG3EHFEGti46LmJZxxDkLet2rtHYXufOTFamRzQtXfGDTOsF509UOZG2nyz5RRxCJQGP-xZpFVkoYakCDER971qVpkq-ubaUqrNVnBn6sWv1jQv4YyOJ7j8RXEvzXb2ovxb1yuTwyLc0wc8=\" target=\"_blank\" rel=\"noopener\">\u96c6\u667a<\/a><\/p><\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012 Twitter\u4e2d\u7684\u4e8b\u4ef6\u68c0\u6d4b\uff1a\u5173\u952e\u5b57\u5377\u65b9\u6cd5; \u5728\u4e00\u822c\u7684V2V\u4f20\u8f93\u7f51\u7edc\u4e2d\u5efa\u6a21\u4fe1\u606f\u4f20\u64ad; \u632b\u8d25\u793e\u4f1a\u5de5\u7a0b\u653b\u51fb; \u57fa\u4e8e\u865a\u62dfWeb\u7684\u4e2a\u6027\u5316PageRank\u66f4\u65b0; \u63cf\u7ed8\u793e\u4ea4\u5a92\u4f53\u4e0a\u957f\u671f\u5b58\u5728\u7684\u653f\u6cbb\u73b0\u8c61; \u6297\u865a\u5047\u8eab\u4efd\u7684\u57fa\u4e8e\u4f20\u5bfc\u7684\u793e\u533a\u6269\u5c55; \u6d41\u7f51\u7edc\u529f\u80fd\u7684\u62d3\u6251\u57fa\u7840; &nbsp; Twitter\u4e2d\u7684\u4e8b\u4ef6 \u68c0\u6d4b\uff1a\u5173&#8230;<\/p>\n","protected":false},"author":1,"featured_media":14129,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[27],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/14180"}],"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=14180"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/14180\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/14129"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14180"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14180"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14180"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=14180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}