{"id":16505,"date":"2019-07-18T16:43:50","date_gmt":"2019-07-18T09:50:07","guid":{"rendered":"https:\/\/swarma.org\/?p=16505"},"modified":"2019-07-18T17:50:09","modified_gmt":"2019-07-18T09:50:09","slug":"97af0edb37","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=16505","title":{"rendered":"\u6bd4\u7279\u5e01\u7f51\u7edc\u7684\u6c61\u70b9\u5206\u6790|Arxiv\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901214\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma8-1563443407.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/p>\n<p><strong><\/strong><\/p>\n<p><strong>\u6838\u5fc3\u901f\u9012<\/strong><\/p>\n<ul class=\"list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p><span style=\"font-size: 15px\">\u6bd4\u7279\u5e01\u7f51\u7edc\u7684\u6c61\u70b9\u5206\u6790;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u9884\u6d4b\u5a92\u4f53\u548c\u70ed\u95e8Twitter\u7528\u6237\u7684\u4e3b\u9898\u7acb\u573a;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u4e39\u9ea6\u7acb\u573a\u5206\u7c7b\u548c\u8c23\u8a00\u51b3\u8bae;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7528\u6237\u54c1\u724c\u5b9a\u4f4d\u7684\u8bed\u4e49\u65b9\u6cd5;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u57fa\u4e8e\u53cd\u5411\u8d2a\u5fc3\u65b9\u6cd5\u8bc6\u522b\u91cd\u8981\u8282\u70b9;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5e7f\u4e49\u968f\u673a\u6f2b\u6e38\u5bf9\u6a21\u578b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u6df7\u4e71\u671f\u95f4\u5411\u82f1\u56fd\u653f\u5e9c\u63d0\u4ea4\u7684\u8bf7\u613f\u7684\u5185\u5bb9\u3001\u65f6\u95f4\u548c\u5730\u70b9;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u793e\u4f1a\u7f51\u7edc\u9a71\u52a8\u7684\u667a\u80fd\u8f66\u8f86\u4e92\u8054\u7f51\u63a8\u8350\u7684\u6a21\u62df\u7814\u7a76;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u81ea\u9002\u5e94\u5b66\u4e60\u793e\u4ea4\u670b\u53cb\u504f\u597d\u7684\u795e\u7ecf\u6ce8\u610f\u6a21\u578b;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u534f\u540c\u8fc7\u6ee4\u4e2d\u8de8\u57df\u635f\u5931\u7684\u81ea\u9002\u5e94\u6df1\u5ea6\u5b66\u4e60;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">dK\u968f\u673a\u56fe\u7684\u9690\u79c1\u6027;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u5177\u6709\u5b8c\u5168\u91c7\u7528\u53cd\u9988\u7684\u72ec\u7acb\u7ea7\u8054\u6a21\u578b\u5f71\u54cd\u6700\u5927\u5316\u7684\u9002\u5e94\u6027\u5dee\u8ddd;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u6377\u514b\u7535\u7f51\u5f02\u5e38\u4e0e\u5730\u78c1\u6d3b\u52a8\u76f8\u5173\u6027\u7684\u7edf\u8ba1\u5206\u6790;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u65e0\u6807\u5ea6\u4f18\u5148\u8fde\u63a5\u6a21\u578b\u4e2d\u7684\u52a0\u6743\u8ddd\u79bb;<\/span><\/p>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><span class=\"ql-author-10488686 ql-size-14 ql-font-microsoftyahei\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u6bd4\u7279\u5e01\u7f51\u7edc\u7684\u6c61\u70b9\u5206\u6790<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<h3 class=\"ql-long-10488686\">\n<p><strong><span><\/span><\/strong><\/p>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Taint analysis of the Bitcoin network<\/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\/1907.01538<\/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\">Uro\u0161 Hercog, Andra\u017e Pov\u0161e<\/span><\/p>\n<p class=\"ql-align-justify ql-long-10488686\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u786e\u5b9a\u4e2a\u4eba\u6bd4\u7279\u5e01\u94b1\u5305\u7684\u4fe1\u4efb\u662f\u4e00\u4e2a\u96be\u9898\u3002\u6ca1\u6709\u8bc4\u7ea7\uff0c\u63d0\u4f9b\u4f9b\u5e94\u5546\u6216\u4ea4\u6362\u6709\u5173\u4ed6\u4eec\u6536\u5230\u7684\u6bd4\u7279\u5e01\u6c61\u67d3\u7a0b\u5ea6\u7684\u6709\u610f\u4e49\u7684\u4fe1\u606f\u3002\u5982\u679c\u6536\u5230\u7684\u6bd4\u7279\u5e01\u88ab\u76d7\u6216\u975e\u6cd5\u53d6\u8d70\uff0c\u5219\u7f3a\u4e4f\u6b64\u7c7b\u4fe1\u606f\u4f1a\u4f7f\u4ea4\u6613\u627f\u62c5\u8d23\u4efb\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c1d\u8bd5\u901a\u8fc7\u5f15\u5165\u4e00\u4e2a\u540d\u4e3aTaintRank\u7684\u6bd4\u7279\u5e01\u5730\u5740\u6c61\u70b9\u5206\u6570\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u8003\u8651\u6574\u4e2a\u5386\u53f2\u8bb0\u5f55\u4e2d\u4e0e\u4e4b\u4ea4\u4e92\u7684\u5730\u5740\uff0c\u63d0\u4f9b\u5bf9\u7279\u5b9a\u94b1\u5305\u7684\u6df1\u5165\u4e86\u89e3\u3002\u8fd9\u79cd\u6392\u540d\u65b9\u6cd5\u4e3a\u6bd4\u7279\u5e01\u4ea4\u6613\u6240\u516c\u53f8\u63d0\u4f9b\u4e86\u4e0e\u4ed6\u4eec\u4ea4\u6613\u5bf9\u8c61\u7684\u6d1e\u5bdf\u529b\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u9884\u6d4b\u5a92\u4f53\u548c\u70ed\u95e8Twitter\u7528\u6237\u7684\u4e3b\u9898\u7acb\u573a<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\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\">Predicting the Topical Stance of Media and Popular Twitter Users<\/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\/1907.01260<\/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\">Peter Stefanov, Kareem Darwish, Preslav Nakov<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u5f53\u4eca\u6709\u4e89\u8bae\u7684\u793e\u4f1a\u548c\u653f\u6cbb\u95ee\u9898\u4fc3\u4f7f\u4eba\u4eec\u5728\u793e\u4f1a\u7f51\u7edc\u4e0a\u53d1\u8868\u610f\u89c1\uff0c\u9ad8\u9891\u5206\u4eab\u5728\u7ebf\u5a92\u4f53\u6587\u7ae0\u7684\u94fe\u63a5\uff0c\u5e76\u91cd\u65b0\u53d1\u5e03\u5e73\u53f0\u7684\u91cd\u8981\u6210\u5458\u7684\u9648\u8ff0\u3002\u5bf9\u4e8e\u793e\u4f1a\u7edf\u8ba1\u5b66\u5bb6\u548c\u653f\u7b56\u5236\u5b9a\u8005\u6765\u8bf4\uff0c\u4e86\u89e3\u4eba\u4eec\u548c\u6574\u4e2a\u5a92\u4f53\u5bf9\u5f53\u524d\u6709\u4e89\u8bae\u8bdd\u9898\u7684\u7acb\u573a\u975e\u5e38\u91cd\u8981\u3002\u867d\u7136\u73b0\u5728\u5b58\u5728\u8bb8\u591a\u7528\u4e8e\u786e\u5b9a\u89c6\u70b9\u7684\u76d1\u7763\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u662f\u624b\u52a8\u6ce8\u91ca\u8bad\u7ec3\u6570\u636e\u662f\u975e\u5e38\u6602\u8d35\u7684\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u4f7f\u7528\u65e0\u76d1\u7763\u5b66\u4e60\u7684\u65b9\u6cd5\uff0c\u901a\u8fc7\u5229\u7528\u7528\u6237\u7684\u8f6c\u63a8\u884c\u4e3a\uff0c\u80fd\u591f\u8868\u5f81\u5728\u7ebf\u5a92\u4f53\u548c\u6d41\u884cTwitter\u7528\u6237\u7684\u4e00\u822c\u653f\u6cbb\u503e\u5411\uff0c\u4ee5\u53ca\u4ed6\u4eec\u5bf9\u6709\u4e89\u8bae\u8bdd\u9898\u7684\u7acb\u573a\u3002\u6211\u4eec\u901a\u8fc7\u5c06\u504f\u5dee\u9884\u6d4b\u4e0e\u5a92\u4f53\u504f\u5dee \/ \u4e8b\u5b9e\u68c0\u6d4b\u7f51\u7ad9\u7684\u91d1\u6807\u7b7e\u8fdb\u884c\u6bd4\u8f83\u6765\u8bc4\u4f30\u6a21\u578b\uff0c\u5e76\u8fdb\u4e00\u6b65\u8fdb\u884c\u4eba\u5de5\u5206\u6790\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u4e39\u9ea6\u7acb\u573a\u5206\u7c7b\u548c\u8c23\u8a00\u51b3\u8bae<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\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\">Danish Stance Classification and Rumour Resolution<\/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\/1907.01304<\/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\">Anders Edelbo Lillie, Emil Refsgaard Middelboe<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u4e92\u8054\u7f51\u4e0a\u5145\u65a5\u7740\u901a\u8fc7\u535a\u5ba2\u548c\u793e\u4ea4\u5a92\u4f53\u4f20\u64ad\u7684\u8c23\u8a00\u3002\u6700\u8fd1\u7684\u7814\u7a76\u8868\u660e\uff0c\u5206\u6790\u4eba\u7fa4\u5bf9\u8c23\u8a00\u7684\u7acb\u573a\u662f\u786e\u5b9a\u5176\u771f\u5b9e\u6027\u7684\u4e00\u4e2a\u5f88\u597d\u7684\u6307\u6807\u3002\u4e00\u4e2a\u6700\u5148\u8fdb\u7684\u7cfb\u7edf\u4f7f\u7528\u4e86LSTM\u795e\u7ecf\u7f51\u7edc\u3002\u901a\u8fc7\u8003\u8651\u6574\u4e2a\u5206\u652f\u7684\u4e0a\u4e0b\u6587\u81ea\u52a8\u5bf9Twitter\u4e0a\u7684\u5e16\u5b50\u8fdb\u884c\u5206\u7c7b\uff0c\u800c\u53e6\u4e00\u4e2a\u66f4\u7b80\u5355\u7684\u51b3\u7b56\u6811\u5206\u7c7b\u5668\uff0c\u901a\u8fc7\u6267\u884c\u4ed4\u7ec6\u7684\u7279\u5f81\u5de5\u7a0b\u4e5f\u80fd\u5f97\u5230\u7c7b\u4f3c\u7684\u6548\u679c\u3002\u9884\u6d4b\u8c23\u8a00\u771f\u5b9e\u6027\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528\u7acb\u573a\u4f5c\u4e3a\u9690\u9a6c\u5c14\u53ef\u592b\u6a21\u578b\uff08HMM\uff09\u7684\u552f\u4e00\u7279\u5f81\u3002\u672c\u8bba\u6587\u4e3a\u4e39\u9ea6\u8bed\u8a00\u751f\u6210\u4e86\u4e00\u4e2a\u5e26\u6709\u6ce8\u91ca\u7684Reddit\u6570\u636e\u96c6\uff0c\u5e76\u5b9e\u73b0\u4e86\u5404\u79cd\u7ad9\u70b9\u5206\u7c7b\u6a21\u578b\u3002\u5176\u4e2d\uff0c\u7ebf\u6027\u652f\u6301\u5411\u91cf\u673a\u63d0\u4f9b\u4e86\u6700\u4f73\u7ed3\u679c\uff0c\u7cbe\u5ea6\u4e3a0.76\uff0c\u5b8f\u89c2F1\u5f97\u5206\u4e3a0.42\u3002\u6b64\u5916\uff0c\u5b9e\u9a8c\u8868\u660e\uff0c\u53ef\u4ee5\u8de8\u8bed\u8a00\u548c\u5e73\u53f0\u4f7f\u7528\u7acb\u573a\u6807\u7b7e\u4e0eHMM\u6765\u9884\u6d4b\u8c23\u8a00\u7684\u51c6\u786e\u6027\uff0c\u8fbe\u52300.82\u7684\u51c6\u786e\u5ea6\u548c0.67\u7684F1\u5f97\u5206\u3002\u4ec5\u4f9d\u9760\u4e39\u9ea6\u6570\u636e\u96c6\u5373\u53ef\u83b7\u5f97\u66f4\u9ad8\u7684\u5206\u6570\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u51c6\u786e\u6027\u9884\u6d4b\u7684\u51c6\u786e\u5ea6\u4e3a0.83\uff0cF1\u4e3a0.68\u3002\u6700\u540e\uff0c\u5f53\u4e3aHMM\u4f7f\u7528\u81ea\u52a8\u7acb\u573a\u6807\u7b7e\u65f6\uff0c\u4ec5\u89c2\u5bdf\u5230\u6027\u80fd\u7684\u5c0f\u5e45\u4e0b\u964d\uff0c\u8868\u660e\u6240\u5b9e\u73b0\u7684\u7cfb\u7edf\u53ef\u4ee5\u5177\u6709\u5b9e\u9645\u5e94\u7528\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d<\/strong><\/span><\/p>\n<p><span><strong>\u7528\u6237\u54c1\u724c\u5b9a\u4f4d\u7684\u8bed\u4e49\u65b9\u6cd5<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">A Semantic Approach for User-Brand Targeting in On-Line Social 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\/1907.01326<\/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\">Mariella Bonomo, Gaspare Ciaccio, Andrea De Salve, Simona E. Rombo<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u6211\u4eec\u57fa\u4e8e\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u4e4b\u95f4\u7684\u6bd4\u8f83\uff0c\u63d0\u51fa\u4e86\u53ef\u80fd\u7684\u5ba2\u6237\uff08\u7528\u6237\uff09\u5bf9\u5e7f\u544a\u5546\uff08\u4f8b\u5982\uff0c\u54c1\u724c\uff09\u7684\u63a8\u8350\u7684\u4e00\u822c\u6846\u67b6\u3002\u7279\u522b\u5730\uff0c\u6211\u4eec\u5c06\u7528\u6237\u548c\u54c1\u724c\u7b80\u6863\u8868\u793a\u4e3a\u6811\uff0c\u5176\u4e2d\u8282\u70b9\u5bf9\u5e94\u4e8e\u76f8\u5173\u8054\u7684\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u7c7b\u522b\u548c\u5b50\u7c7b\u522b\u3002\u5f53\u7c7b\u522b\u6d89\u53ca\u5e16\u5b50\u548c\u8bc4\u8bba\u65f6\uff0c\u6bd4\u8f83\u57fa\u4e8e\u5355\u8bcd\u5d4c\u5165\uff0c\u8fd9\u5141\u8bb8\u5206\u6790\u54c1\u724c\u7b80\u6863\u4e2d\u6d41\u884c\u7684\u4e3b\u9898\u4e0e\u7528\u6237\u504f\u597d\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u3002\u771f\u5b9e\u6570\u636e\u96c6\u4e0a\u7684\u7ed3\u679c\u8868\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u6210\u529f\u5730\u8bc6\u522b\u4e86\u7528\u4f5c\u7ed9\u5b9a\u5e7f\u544a\u6d3b\u52a8\u7684\u76ee\u6807\u7684\u6700\u5408\u9002\u7684\u7528\u6237\u96c6\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u57fa\u4e8e\u53cd\u5411\u8d2a\u5fc3\u65b9\u6cd5\u8bc6\u522b\u91cd\u8981\u8282\u70b9<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<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\">Identifying vital nodes based on reverse greedy method<\/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\/1907.01388<\/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\">Tao Ren, Zhe Li, Yi Qi, Yixin Zhang, Simiao Liu, Yanjie Xu, Tao Zhou<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u8bc6\u522b\u7ef4\u6301\u7f51\u7edc\u8fde\u63a5\u7684\u91cd\u8981\u8282\u70b9\u662f\u7f51\u7edc\u79d1\u5b66\u4e2d\u957f\u671f\u5b58\u5728\u7684\u6311\u6218\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u6240\u8c13\u7684\u53cd\u5411\u8d2a\u5a6a\u65b9\u6cd5\uff0c\u5176\u4e2d\u4f18\u5148\u9009\u62e9\u6700\u4e0d\u91cd\u8981\u7684\u8282\u70b9\uff0c\u4ee5\u4f7f\u76f8\u5e94\u7684\u8bf1\u5bfc\u5b50\u56fe\u4e2d\u6700\u5927\u5206\u91cf\u7684\u5927\u5c0f\u5c3d\u53ef\u80fd\u5c0f\u3002\u56e0\u6b64\uff0c\u7a0d\u540e\u9009\u62e9\u7684\u8282\u70b9\u5728\u7ef4\u6301\u8fde\u63a5\u6027\u65b9\u9762\u66f4\u91cd\u8981\u3002\u6211\u4eec\u5bf9\u5341\u4e2a\u771f\u5b9e\u7f51\u7edc\u7684\u5b9e\u8bc1\u5206\u6790\u8868\u660e\uff0c\u53cd\u5411\u8d2a\u5a6a\u65b9\u6cd5\u7684\u8868\u73b0\u660e\u663e\u4f18\u4e8e\u4f17\u6240\u5468\u77e5\u7684\u6700\u5148\u8fdb\u65b9\u6cd5\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u5e7f\u4e49\u968f\u673a\u6f2b\u6e38\u5bf9\u6a21\u578b<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<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 Random Surfer-Pair Models<\/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\/1907.01420<\/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\">Sai Kiran Narayanaswami, Balaraman Ravindran, Venkatesh Ramaiyan<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">SimRank\u662f\u4e00\u79cd\u88ab\u5e7f\u6cdb\u7814\u7a76\u7684\u57fa\u4e8e\u94fe\u63a5\u7684\u76f8\u4f3c\u6027\u5ea6\u91cf\u65b9\u6cd5\uff0c\u4ee5\u5176\u7b80\u5355\u4f46\u5f3a\u5927\u7684\u7406\u5ff5\u800c\u95fb\u540d\uff0c\u5982\u679c\u5b83\u4eec\u88ab\u7c7b\u4f3c\u8282\u70b9\u5f15\u7528\uff0c\u5219\u4e24\u4e2a\u8282\u70b9\u662f\u76f8\u4f3c\u7684\u3002\u867d\u7136\u8fd9\u79cd\u7406\u5ff5\u5df2\u6210\u4e3a\u82e5\u5e72\u6539\u8fdb\u5ea6\u91cf\u7684\u57fa\u7840\uff0c\u4f46\u5bf9\u4e8e\u79f0\u4e3a\u968f\u673a\u6f2b\u6e38\u5bf9\u6a21\u578b\u7684SimRank\uff0c\u8fd8\u6709\u53e6\u4e00\u79cd\u6709\u7528\u7684\uff0c\u5c3d\u7ba1\u4e0d\u592a\u5e38\u89c1\u7684\u89e3\u91ca\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u8868\u660e\u5176\u5b83\u4e0eSimRank\u76f8\u5173\u7684\u4f17\u6240\u5468\u77e5\u7684\u6d4b\u91cf\u4e5f\u53ef\u4ee5\u4f7f\u7528\u968f\u673a\u6f2b\u6e38\u5bf9\u6a21\u578b\u91cd\u65b0\u89e3\u91ca\uff0c\u5e76\u4e3a\u51e0\u4e2a\u57fa\u4e8e\u94fe\u63a5\u7684\u76f8\u4f3c\u6027\u5ea6\u91cf\u5efa\u7acb\u6570\u5b66\u4e0a\u5408\u7406\uff0c\u901a\u7528\u548c\u7edf\u4e00\u7684\u6846\u67b6\u3002\u8fd9\u4e5f\u6709\u52a9\u4e8e\u63d0\u4f9b\u5bf9\u5176\u529f\u80fd\u7684\u65b0\u89c1\u89e3\uff0c\u5e76\u5141\u8bb8\u5728\u8499\u7279\u5361\u6d1b\u6846\u67b6\u4e2d\u4f7f\u7528\u8fd9\u4e9b\u63aa\u65bd\uff0c\u8fd9\u63d0\u4f9b\u4e86\u82e5\u5e72\u8ba1\u7b97\u76ca\u5904\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u63cf\u8ff0\u5982\u4f55\u5c06\u6846\u67b6\u7528\u4f5c\u6839\u636e\u7ed9\u5b9a\u8bbe\u8ba1\u8981\u6c42\u5f00\u53d1\u6d4b\u91cf\u7684\u591a\u529f\u80fd\u5de5\u5177\u3002\u4f5c\u4e3a\u8be5\u5b9e\u7528\u7a0b\u5e8f\u7684\u4e00\u4e2a\u4f8b\u8bc1\uff0c\u6211\u4eec\u901a\u8fc7\u7ed3\u5408\u8be5\u6846\u67b6\u4e0b\u4e24\u4e2a\u73b0\u6709\u63aa\u65bd\u7684\u76ca\u5904\u6765\u5f00\u53d1\u4e00\u79cd\u65b0\u63aa\u65bd\uff0c\u5e76\u4e14\u51ed\u7ecf\u9a8c\u6570\u636e\u8bc1\u660e\u5b83\u53ef\u4ee5\u4ea7\u751f\u66f4\u597d\u7684\u7ee9\u6548\u6307\u6807\u3002<\/span><\/p>\n<h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u6df7\u4e71\u671f\u95f4\u5411\u82f1\u56fd\u653f\u5e9c<\/strong><\/span><\/p>\n<p><span><strong>\u63d0\u4ea4\u7684\u8bf7\u613f\u7684\u5185\u5bb9\u3001\u65f6\u95f4\u548c\u5730\u70b9<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\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\">What, When and Where of petitions submitted to the UK Government during a time of chaos<\/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\/1907.01536<\/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\">Bertie Vidgen, Taha Yasseri<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u5728\u653f\u6cbb\u52a8\u8361\u548c\u4e0d\u786e\u5b9a\u6027\u4ee5\u53ca\u4e0d\u65ad\u52a0\u5267\u7684\u5206\u88c2\u548c\u8d85\u515a\u6d3e\u5173\u7cfb\u7684\u65f6\u4ee3\uff0c\u5404\u56fd\u653f\u5e9c\u9700\u8981\u5229\u7528\u5176\u638c\u63e1\u7684\u6bcf\u4e00\u79cd\u5de5\u5177\u6765\u7406\u89e3\u548c\u56de\u5e94\u5176\u516c\u6c11\u7684\u5173\u5207\u3002\u6211\u4eec\u7814\u7a76\u4e862015-2017\u671f\u95f4\u82f1\u56fd\u516c\u4f17\u5411\u653f\u5e9c\u63d0\u51fa\u7684\u95ee\u9898\uff08\u56f4\u7ed5\u82f1\u56fd\u6b27\u76df\u6210\u5458\u56fd\u516c\u6c11\u6295\u7968\uff09\uff0c\u4ece10,950\u4efd\u8bf7\u613f\u4e66\uff08\u4ee3\u88683050\u4e07\u7b7e\u540d\uff09\u7684\u6570\u636e\u96c6\u4e2d\u6316\u6398\u516c\u4f17\u610f\u89c1\u3002\u6211\u4eec\u7528\u57fa\u7840\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u65b9\u6cd5\u548clatent Dirichlet allocatio\uff08LDA\uff09\u65b9\u6cd5\u63d0\u53d6\u4e3b\u8981\u95ee\u9898\u3002\u6211\u4eec\u7814\u7a76\u5b83\u4eec\u7684\u65f6\u95f4\u52a8\u6001\u548c\u5730\u7406\u7279\u5f81\u3002\u6211\u4eec\u8868\u660e\uff0c\u5c3d\u7ba1\u4e00\u4e9b\u95ee\u9898\u7684\u666e\u53ca\u5728\u4e24\u5e74\u5185\u4fdd\u6301\u7a33\u5b9a\uff0c\u4f46\u5176\u4ed6\u95ee\u9898\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d7\u5230\u5916\u90e8\u4e8b\u4ef6\u7684\u5f71\u54cd\uff0c\u4f8b\u59822016\u5e746\u6708\u7684\u516c\u6c11\u6295\u7968\u3002\u6211\u4eec\u8fd8\u7814\u7a76\u4e86\u8bf7\u613f\u95ee\u9898\u4e0e\u5176\u7b7e\u7f72\u4eba\u5728\u5730\u7406\u4f4d\u7f6e\u4e0a\u7684\u5173\u7cfb\u3002\u6211\u4eec\u8868\u660e\uff0c\u4e00\u4e9b\u95ee\u9898\u5f97\u5230\u4e86\u5168\u56fd\u7684\u652f\u6301\uff0c\u4f46\u5176\u4ed6\u95ee\u9898\u5219\u66f4\u4e3a\u672c\u5730\u5316\u3002\u7136\u540e\uff0c\u6211\u4eec\u6839\u636e\u6210\u5458\u7b7e\u7f72\u7684\u95ee\u9898\u786e\u5b9a\u516d\u4e2a\u4e0d\u540c\u7684\u9009\u533a\u7fa4\u3002\u6700\u540e\uff0c\u6211\u4eec\u901a\u8fc7\u6bd4\u8f83\u8bf7\u613f\u95ee\u9898\u548cIpsos MORI\u8c03\u67e5\u6570\u636e\u4e2d\u62a5\u544a\u7684\u6700\u91cd\u8981\u95ee\u9898\u6765\u9a8c\u8bc1\u6211\u4eec\u7684\u65b9\u6cd5\u3002\u8fd9\u4e9b\u7ed3\u679c\u663e\u793a\u4e86\u8ba1\u7b97\u5206\u6790\u8bf7\u613f\u4e66\u7684\u5de8\u5927\u529b\u91cf\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u4e86\u89e3\u516c\u6c11\u5173\u5fc3\u7684\u95ee\u9898\uff0c\u800c\u4e14\u53ef\u4ee5\u4e86\u89e3\u4ed6\u4eec\u4f55\u65f6\u4f55\u5730\u8bf7\u613f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u793e\u4f1a\u7f51\u7edc\u9a71\u52a8\u7684<\/strong><\/span><\/p>\n<p><span><strong>\u667a\u80fd\u8f66\u8f86\u4e92\u8054\u7f51\u63a8\u8350\u7684\u6a21\u62df\u7814\u7a76<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<h3 class=\"ql-long-10488686\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">A Simulation Study of Social-Networking-Driven Smart Recommendations forInternet of Vehicles<\/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\/1907.01101<\/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\">Kashif Zia, Arshad Muhammad, Dinesh Kumar Saini<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u5728\u6743\u8861\u7269\u8054\u7f51\uff08IoT\uff09\u6f5c\u529b\u7684\u540c\u65f6\uff0c\u5f80\u5f80\u5ffd\u7565\u4e86\u793e\u4f1a\u5c42\u9762\u7684\u8fde\u901a\u6027\u548c\u4fe1\u606f\u5206\u6563\u3002\u5728\u8f66\u8f86\u4e92\u8054\u7f51\uff08IoV\uff09\u7684\u4e13\u4e1a\u9886\u57df\uff0c\u793e\u4f1aIoV\uff08SIoV\uff09\u7684\u5f15\u5165\u5448\u73b0\u4e86\u5b83\u7684\u91cd\u8981\u6027\u3002\u5047\u8bbeIoV\u80fd\u4ea7\u751f\u7684\u5927\u6570\u636e\u66f4\u666e\u904d\u5bb9\u6613\u6807\u51c6\u5316\uff0c\u4f7f\u5176\u5bcc\u6709\u6210\u6548\u7684\u793e\u4ea4\u5229\u7528\u4ecd\u7136\u662f\u4e00\u4e2a\u6311\u6218\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u57fa\u4e8e\u4e3b\u4f53\u7684\u8f66\u8f86\u4e4b\u95f4\u4fe1\u606f\u5171\u4eab\u6a21\u578b\uff0c\u7528\u4e8e\u73af\u5883\u611f\u77e5\u5efa\u8bae\u3002\u8be5\u6a21\u578b\u9075\u5faa\u4eba\u7c7b\u793e\u4f1a\u7684\u793e\u4f1a\u7ef4\u5ea6\u3002\u5728\u5408\u7406\u7684\u8fde\u63a5\u548c\u6570\u636e\u7ea6\u675f\u4e0b\u6d4b\u8bd5\u4e86\u4e00\u4e9b\u91cd\u8981\u7684\u5047\u8bbe\u3002\u4eff\u771f\u7ed3\u679c\u8868\u660e\uff0c\u793e\u4f1a\u5173\u7cfb\u7684\u5c01\u95ed\u53ca\u5176\u65f6\u673a\u5f71\u54cd\u4e86\u65b0\u4fe1\u606f\u7684\u5206\u6563\uff08\u63a8\u8350\u7cfb\u7edf\u6240\u5fc5\u9700\u7684\uff09\u3002\u6211\u4eec\u8fd8\u89c2\u5bdf\u5230\uff0c\u968f\u7740\u7f51\u7edc\u9010\u6e10\u589e\u52a0\u7684\u4e92\u52a8\u800c\u53d1\u5c55\uff0c\u5efa\u8bae\u4fdd\u8bc1\u5728\u540c\u7b49\u4f18\u79c0\u7684\u7ade\u4e89\u5bf9\u624b\u4e4b\u95f4\u516c\u5e73\u5206\u914d\u8f66\u8f86\u662f\u4e0d\u53ef\u80fd\u7684\u3002<\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u4e00\u4e2a\u81ea\u9002\u5e94\u5b66\u4e60\u793e\u4ea4\u504f\u597d\u7684\u795e\u7ecf\u6ce8\u610f\u6a21\u578b<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<h3 class=\"ql-long-10488686\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u539f\u6587\u6807\u9898\uff1a<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">A Neural Attention Model for Adaptive Learning of Social Friends\u2019 Preferences<\/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\/1907.01644<\/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\">Dimitrios Rafailidis, Gerhard Weiss<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u57fa\u4e8e\u793e\u4ea4\u7684\u63a8\u8350\u7cfb\u7edf\u5229\u7528\u670b\u53cb\u7684\u9009\u62e9\u6765\u5bf9\u6297\u7528\u6237\u504f\u597d\u7684\u6570\u636e\u7a00\u758f\u6027\uff0c\u5e76\u63d0\u9ad8\u534f\u540c\u8fc7\u6ee4\u7b56\u7565\u7684\u63a8\u8350\u51c6\u786e\u6027\u3002\u8fd9\u4e2a\u7b56\u7565\u7684\u4e3b\u8981\u7684\u6311\u6218\u662f\u5982\u4f55\u6355\u6349\u548c\u6743\u8861\u670b\u53cb\u7684\u504f\u597d\uff0c\u56e0\u4e3a\u5728\u5b9e\u8df5\u4e2d\u4ed6\u4eec\u5fc5\u7136\u5339\u914d\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u7528\u4e8e\u793e\u4f1a\u534f\u540c\u8fc7\u6ee4\u7684\u795e\u7ecf\u6ce8\u610f\u673a\u5236\uff0c\u5373NAS\u3002\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u79cd\u795e\u7ecf\u67b6\u6784\uff0c\u901a\u8fc7\u8003\u8651\u670b\u53cb\u5bf9\u7528\u6237\u884c\u4e3a\u7684\u793e\u4f1a\u6f5c\u5728\u5f71\u54cd\uff0c\u4ed4\u7ec6\u8ba1\u7b97\u670b\u53cb\u504f\u597d\u4e2d\u7684\u975e\u7ebf\u6027\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5f15\u5165\u793e\u4ea4\u884c\u4e3a\u5173\u6ce8\u673a\u5236\u6765\u81ea\u9002\u5e94\u5730\u6743\u8861\u670b\u53cb\u5bf9\u7528\u6237\u504f\u597d\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u751f\u6210\u51c6\u786e\u7684\u63a8\u8350\u3002\u6211\u4eec\u5728\u516c\u5f00\u6570\u636e\u96c6\u4e0a\u7684\u5b9e\u9a8c\u8bc1\u660e\u4e86\u6240\u63d0\u51fa\u7684NAS\u6a21\u578b\u76f8\u5bf9\u4e8e\u5176\u4ed6\u6700\u5148\u8fdb\u65b9\u6cd5\u90fd\u5177\u6709\u6709\u6548\u6027\u3002\u6b64\u5916\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u6240\u63d0\u51fa\u7684\u793e\u4f1a\u884c\u4e3a\u5173\u6ce8\u673a\u5236\u7684\u6548\u679c\uff0c\u5e76\u8868\u660e\u5b83\u662f\u6211\u4eec\u6a21\u578b\u8868\u73b0\u7684\u5173\u952e\u56e0\u7d20\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u9488\u5bf9\u534f\u540c\u8fc7\u6ee4\u4e2d<\/strong><\/span><\/p>\n<p><span><strong>\u8de8\u57df\u635f\u5931\u7684\u81ea\u9002\u5e94\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\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\">Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering<\/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\/1907.01645<\/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\">Dimitrios Rafailidis, Gerhard Weiss<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u5982\u4eca\uff0c\u7528\u6237\u5728\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u548c\u7535\u5b50\u5546\u52a1\u7f51\u7ad9\u4e0a\u6253\u5f00\u591a\u4e2a\u5e10\u6237\uff0c\u5728\u4e0d\u540c\u7684\u57df\u540d\u4e0a\u8868\u8fbe\u4ed6\u4eec\u7684\u4e2a\u4eba\u504f\u597d\u3002\u4f46\u662f\uff0c\u7528\u6237\u7684\u884c\u4e3a\u4f1a\u8de8\u57df\u66f4\u6539\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u7528\u6237\u4e0e\u4e4b\u4ea4\u4e92\u7684\u5185\u5bb9\uff0c\u4f8b\u5982\u7535\u5f71\uff0c\u97f3\u4e50\uff0c\u670d\u88c5\u548c\u96f6\u552e\u4ea7\u54c1\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u7528\u4e8e\u8de8\u57df\u63a8\u8350\u7684\u81ea\u9002\u5e94\u6df1\u5ea6\u5b66\u4e60\u7b56\u7565\uff0c\u79f0\u4e3aADC\u3002\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u795e\u7ecf\u67b6\u6784\u5e76\u5236\u5b9a\u4e86\u8de8\u57df\u4e22\u5931\u51fd\u6570\uff0c\u4ee5\u8ba1\u7b97\u8de8\u57df\u7528\u6237\u504f\u597d\u7684\u975e\u7ebf\u6027\uff0c\u5e76\u76f8\u5e94\u5730\u4f20\u9012\u7528\u6237\u591a\u79cd\u884c\u4e3a\u7684\u77e5\u8bc6\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u79cd\u6709\u6548\u7684\u8de8\u57df\u635f\u5931\u5e73\u8861\u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u76f4\u63a5\u8c03\u6574\u68af\u5ea6\u5e45\u5ea6\uff0c\u5e76\u5728\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u8bad\u7ec3\u6a21\u578b\u65f6\u6839\u636e\u57df\u7684\u590d\u6742\u6027\/\u5c3a\u5ea6\u8c03\u6574\u5b66\u4e60\u901f\u7387\u3002\u5728\u8fd9\u6837\u505a\u65f6\uff0cADC\u5728\u4f18\u5316\u6a21\u578b\u53c2\u6570\u65f6\u63a7\u5236\u5e76\u8c03\u6574\u6bcf\u4e2a\u57df\u540d\u7684\u8d21\u732e\u3002\u6211\u4eec\u5bf9\u516d\u4e2a\u516c\u5f00\u53ef\u7528\u7684\u8de8\u57df\u63a8\u8350\u4efb\u52a1\u7684\u5b9e\u9a8c\u8bc1\u660e\u4e86ADC\u6a21\u578b\u76f8\u5bf9\u4e8e\u5176\u4ed6\u6700\u5148\u8fdb\u65b9\u6cd5\u7684\u6709\u6548\u6027\u3002\u6b64\u5916\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u6211\u4eec\u7684\u81ea\u9002\u5e94\u6df1\u5ea6\u5b66\u4e60\u7b56\u7565\u7684\u6548\u679c\uff0c\u5e76\u8868\u660eADC\u53ef\u4ee5\u5f88\u597d\u5730\u5e73\u8861\u5177\u6709\u4e0d\u540c\u590d\u6742\u6027\u7684\u57df\u7684\u5f71\u54cd\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>dK\u968f\u673a\u56fe\u7684\u9690\u79c1\u6027<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\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\">On the Privacy of dK-Random Graphs<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1907.01695<\/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\">Sameera Horawalavithana, Adriana Iamnitchi<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u771f\u5b9e\u7684\u793e\u4f1a\u7f51\u7edc\u6570\u636e\u96c6\u4e3a\u7406\u89e3\u4fe1\u606f\u4f20\u64ad\u6216\u7f51\u7edc\u6f14\u5316\u7b49\u73b0\u8c61\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u597d\u5904\u3002\u7136\u800c\uff0c\u5373\u4f7f\u5728\u5265\u79bb\u7528\u6237\u8eab\u4efd\u4fe1\u606f\u65f6\uff0c\u5171\u4eab\u771f\u5b9e\u56fe\u6570\u636e\u96c6\u6240\u5e26\u6765\u7684\u9690\u79c1\u98ce\u9669\u4e5f\u5f88\u91cd\u8981\u3002\u4e4b\u524d\u7684\u7814\u7a76\u8868\u660e\uff0c\u8bb8\u591a\u56fe\u533f\u540d\u5316\u6280\u672f\u90fd\u65e0\u6cd5\u62b5\u5fa1\u73b0\u6709\u7684\u56fe\u53bb\u533f\u540d\u5316\u653b\u51fb\u3002\u4f46\u662f\uff0c\u8fd9\u79cd\u53bb\u533f\u540d\u653b\u51fb\u6210\u529f\u7684\u5177\u4f53\u539f\u56e0\u8fd8\u6709\u5f85\u7406\u89e3\u3002\u672c\u6587\u7cfb\u7edf\u5730\u7814\u7a76\u4e86\u771f\u5b9e\u56fe\u7684\u7ed3\u6784\u7279\u6027\uff0c\u4f7f\u5b83\u4eec\u66f4\u5bb9\u6613\u53d7\u5230\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u53bb\u533f\u540d\u5316\u6280\u672f\u7684\u5f71\u54cd\u3002\u66f4\u786e\u5207\u5730\u8bf4\uff0c\u6211\u4eec\u57fa\u4e8e\u771f\u5b9e\u56fe\u6570\u636e\u96c6\u7684\u7ed3\u6784\u5c5e\u6027\uff0c\u7814\u7a76\u57fa\u4e8edK\u7684\u533f\u540d\u7248\u672c\u5982\u4f55\u62b5\u6297\uff08\u6216\u62b5\u6297\u5931\u8d25\uff09\u5404\u79cd\u7c7b\u578b\u7684\u653b\u51fb\uff0c\u4ece\u800c\u7814\u7a76\u533f\u540d\u7684\u754c\u9650\u3002\u6211\u4eec\u7684\u5b9e\u9a8c\u7814\u7a76\u505a\u51fa\u4e86\u4e09\u4e2a\u8d21\u732e\u3002\u9996\u5148\uff0c\u6211\u4eec\u6839\u636e\u8282\u70b9\u5b50\u96c6\u7684\u56fe\u7279\u5f81\u6765\u8bc6\u522b\u653b\u51fb\u8005\u7684\u5f3a\u5ea6\uff0c\u4ece\u4e2d\u5f00\u59cb\u53bb\u533f\u540d\u653b\u51fb\u3002\u5176\u6b21\uff0c\u6211\u4eec\u91cf\u5316\u4e86dK\u7cfb\u5217\u56fe\u533f\u540d\u5316\u7684\u76f8\u5bf9\u6709\u6548\u6027\u3002\u7b2c\u4e09\uff0c\u6211\u4eec\u786e\u5b9a\u539f\u59cb\u56fe\u7684\u5c5e\u6027\uff0c\u4f7f\u5176\u66f4\u5bb9\u6613\u88ab\u53bb\u533f\u540d\u5316\u3002<\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u5177\u6709\u5b8c\u5168\u91c7\u7528<\/strong><\/span><\/p>\n<p><span><strong>\u53cd\u9988\u7684\u72ec\u7acb\u7ea7\u8054\u6a21\u578b\u4e0b\u7684<\/strong><\/span><\/p>\n<p><span><strong>\u9002\u5e94\u6027\u5dee\u8ddd\u5f71\u54cd\u529b\u6700\u5927\u5316<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<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\">On Adaptivity Gaps of Influence Maximization under the Independent Cascade Model with Full Adoption 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\/1907.01707<\/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\">Wei Chen, Binghui Peng<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u5728\u5b8c\u5168\u91c7\u7528\u53cd\u9988\u65f6\uff0c\u72ec\u7acb\u7ea7\u8054\u6a21\u578b\u4e0b\u5f71\u54cd\u6700\u5927\u5316\u95ee\u9898\u7684\u9002\u5e94\u6027\u5dee\u8ddd\u3002\u6211\u4eec\u7684\u4e3b\u8981\u7ed3\u679c\u662f\u5f97\u51fa\u51e0\u4e2a\u7814\u7a76\u826f\u597d\u7684\u5f71\u54cd\u56fe\u5bb6\u65cf\u7684\u4e0a\u754c\uff0c\u5305\u62ecarborescences, out-arborescences\u548c\u4e8c\u5206\u56fe\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u6811\u5185\u7684\u9002\u5e94\u6027\u5dee\u8ddd\u5728     <\/span><img loading=\"lazy\" class=\"\" height=\"25px\" width=\"77px\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma7-1563443408.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><span style=\"font-size: 15px\">    \u4e4b\u95f4\uff0c\u800c\u5bf9\u4e8eout-arborescences\u90e8\u5206\uff0c\u5dee\u8ddd\u662f\u4ecb\u4e8e      <\/span><img loading=\"lazy\" class=\"\" height=\"24px\" width=\"56px\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma5-1563443408.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><span style=\"font-size: 15px\">     \u4e4b\u95f4\u3002\u8fd9\u4e9b\u662f\u5168\u91c7\u7528\u53cd\u9988\u6a21\u578b\u4e2d\u7684\u7b2c\u4e00\u4e2a\u5e38\u6570\u4e0a\u9650\u3002\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e9b\u65b0\u9896\u7684\u60f3\u6cd5\u6765\u89e3\u51b3\u81ea\u9002\u5e94\u968f\u673a\u4f18\u5316\u4e2d\u51fa\u73b0\u7684\u76f8\u5173\u53cd\u9988\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u4e9b\u53cd\u9988\u5177\u6709\u72ec\u7acb\u7684\u5229\u76ca\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u6377\u514b\u7535\u7f51\u5f02\u5e38<\/strong><\/span><\/p>\n<p><span><strong>\u4e0e\u5730\u78c1\u6d3b\u52a8\u76f8\u5173\u6027\u7684\u7edf\u8ba1\u5206\u6790<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<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\">Statistical Analysis of the Correlation between Anomalies in the Czech Electric Power Grid and Geomagnetic Activity<\/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\/1907.01753<\/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\">Tatiana V\u00fdbo\u0161\u0165okov\u00e1 (1), Michal \u0160vanda (1 and 2) ((1) Astronomical Institute, Charles University, Prague, Czech Republic (2) Astronomical Institute, Academy of Sciences of the Czech Republic, Ondrejov, Czech Republic)<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u592a\u9633\u4e0a\u7684\u7206\u53d1\u4e8b\u4ef6\u5bf9\u5730\u7403\u7684\u5468\u56f4\u73af\u5883\u4ea7\u751f\u4e86\u5f71\u54cd\u3002\u901a\u8fc7\u611f\u5e94\u7535\u6d41\uff0c\u5b83\u4eec\u8fd8\u5f71\u54cd\u8bf8\u5982\u7535\u529b\u4f20\u8f93\u7f51\u7edc\u7684\u5730\u7403\u7ed3\u6784\u3002\u53d7\u8fd1\u671f\u7814\u7a76\u7684\u542f\u53d1\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u6377\u514b\u7535\u529b\u5206\u9500\u5546\u7ef4\u62a4\u65e5\u5fd7\u4e2d12\u5e74\u8bb0\u5f55\u7684\u5e72\u6270\u4e0eK\u6307\u6570\u4ee3\u8868\u7684\u5b83\u4eec\u4e0e\u5730\u78c1\u6d3b\u52a8\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u5982\u679c\u6570\u636e\u96c6\u8bb0\u5f55\u4e86\u9ad8\u7535\u538b\u548c\u975e\u5e38\u9ad8\u7535\u538b\u7b49\u7ea7\u7684\u7535\u529b\u7ebf\u5e72\u6270\u4ee5\u53ca\u53d8\u7535\u7ad9\u7684\u5e72\u6270\uff0c\u90a3\u4e48\u5728\u5730\u78c1\u6d3b\u52a8\u6700\u5927\u503c\u5468\u56f4\u6570\u5341\u5929\u7684\u65f6\u95f4\u5185\uff0c\u5f02\u5e38\u7387\u5728\u6700\u5927\u503c\u548c\u76f8\u90bb\u6d3b\u52a8\u4e2d\u7684\u6700\u5c0f\u503c\u76f8\u6bd4\u6709\u7edf\u8ba1\u4e0a\u7684\u663e\u8457\u589e\u52a0\u3002\u6709\u8ff9\u8c61\u8868\u660e\uff0c\u6270\u52a8\u5728\u6700\u5927\u503c\u4e4b\u540e\u4e0d\u4e45\u6bd4\u6d3b\u52a8\u6700\u5927\u503c\u4e4b\u524d\u4e0d\u4e45\u66f4\u660e\u663e\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u63d0\u4f9b\u4e86\u95f4\u63a5\u8bc1\u636e\uff0c\u8868\u660e\u5373\u4f7f\u5728\u6b27\u6d32\u4e2d\u90e8\u7684\u4e2d\u7eac\u5ea6\u56fd\u5bb6\uff0c\u5730\u78c1\u611f\u5e94\u7535\u6d41\u4e5f\u53ef\u80fd\u5f71\u54cd\u7535\u7f51\u8bbe\u5907\u4e0a\u8bb0\u5f55\u7684\u5f02\u5e38\u73b0\u8c61\u3002\u6211\u4eec\u9700\u8981\u8fdb\u884c\u4e00\u9879\u540e\u7eed\u7814\u7a76\uff0c\u5305\u62ec\u5bf9\u5730\u78c1\u611f\u5e94\u7535\u6d41\u7684\u5efa\u6a21\uff0c\u4ee5\u8bc1\u5b9e\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u65e0\u6807\u5ea6\u4f18\u5148\u8fde\u63a5\u6a21\u578b\u4e2d\u7684\u52a0\u6743\u8ddd\u79bb<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Weighted distances in scale-free preferential attachment models<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1907.01907<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Joost Jorritsma, J\u00falia Komj\u00e1thy<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\">\u6211\u4eec\u7814\u7a76\u4e86\u4e09\u4e2a\u4f18\u5148\u8fde\u63a5\u6a21\u578b\uff0c\u5176\u4e2d\u4e00\u4e2a\u9876\u70b9\u5177\u6709\u56fa\u5b9a\u7684\u8f93\u51fa\u7aef\u6570\uff0c\u53e6\u4e00\u4e2a\u662f\u8f93\u51fa\u7aef\u6570\u53ef\u53d8\u7684\u3002\u6211\u4eec\u9009\u62e9\u53c2\u6570\u4f7f\u5f97\u8f93\u51fa\u7aef\u6570\u9075\u5faa\u5e42\u5f8b\uff0c\u53c2\u6570\u03c4\u2208\uff082,3\uff09\u3002\u4e00\u65e6\u521b\u5efa\u4e86 t\u8282\u70b9\u4e0a\u7684\u56fe\uff0c\u6bcf\u4e2a\u8fb9\u90fd\u914d\u5907\u4e86\u4e00\u4e2a\u975e\u8d1f\u72ec\u7acb\u540c\u5206\u5e03\u6743\u91cd\u3002\u6211\u4eec\u7814\u7a76\u4e86\u968f\u673a\u5747\u5300\u9009\u62e9\u7684\u4e24\u4e2a\u9876\u70b9\u4e4b\u95f4\u7684\u52a0\u6743\u8ddd\u79bb\uff0c\u79f0\u4e3a\u5178\u578b\u52a0\u6743\u8ddd\u79bb\uff0c\u4ee5\u53ca\u8be5\u8def\u5f84\u4e0a\u7684\u8fb9\u6570\uff0c\u5373\u5178\u578b\u8df3\u6570\u3002\u6211\u4eec\u8bc1\u660e\u4e86\u6b63\u597d\u6709\u4e24\u79cd\u666e\u904d\u6027\u7684\u6743\u91cd\u5206\u5e03\uff0c\u79f0\u4e3a\u7206\u70b8\u6027\u548c\u4fdd\u5b88\u6027\u3002\u5728\u7206\u70b8\u6027\u7c7b\u4e2d\uff0c\u6211\u4eec\u8868\u660e\u5178\u578b\u7684\u52a0\u6743\u8ddd\u79bb\u5728\u5206\u5e03\u4e0a\u6536\u655b\u5230\u4e24\u4e2a\u6709\u9650\u968f\u673a\u53d8\u91cf\u3002\u5728\u4fdd\u5b88\u7c7b\u4e2d\uff0c\u6211\u4eec\u8bc1\u660e\u5178\u578b\u7684\u52a0\u6743\u8ddd\u79bb\u503e\u5411\u4e8e\u65e0\u7a77\u5927\uff0c\u6211\u4eec\u7ed9\u51fa\u4e86\u4e3b\u8981\u589e\u957f\u9879\u4ee5\u53ca\u8df3\u6570\u7684\u660e\u786e\u8868\u8fbe\u5f0f\u3002\u5bf9\u4e8e\u4e09\u79cd\u6a21\u578b\u4e2d\u7684\u4e24\u79cd\uff0c\u6211\u4eec\u8bc1\u660e\u5728\u4e3b\u8981\u9879\u4e0b\u7684\u6ce2\u52a8\u5728\u91cd\u91cf\u5206\u5e03\u7684\u6e29\u548c\u989d\u5916\u6761\u4ef6\u4e0b\u662f\u7d27\u7684\u3002\u4f5c\u4e3a\u63a8\u8bba\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u5177\u6709\u56fa\u5b9a\u8f93\u51fa\u7aef\u6570\u7684\u6a21\u578b\u4e2d\u4e3b\u8981\u9879\u7684\u5178\u578b\u56fe\u8ddd\u79bb\u7d27\u5bc6\u6027\u3002<span class=\"ql-size-14 ql-font-microsoftyahei ql-author-10488686\"><\/span><\/span><\/p>\n<blockquote class=\"js_blockquote_wrap\">\n<section class=\"js_blockquote_digest\">\n<section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u6765\u6e90\uff1a<\/span><span style=\"font-size: 15px\">\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5ba1\u6821\uff1a<\/span><span style=\"font-size: 15px\">\u5218\u57f9\u6e90<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7f16\u8f91\uff1a<\/span><span style=\"font-size: 15px\">\u5f20\u723d<\/span><\/p>\n<\/section>\n<\/section>\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<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong><\/strong><\/span><\/p>\n<p><span style=\"font-size: 16px\"><strong><strong>\u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247498397&amp;idx=3&amp;sn=7a70a6e537a6fcf1f819be888fdf43a9&amp;chksm=e897a010dfe02906988f8deb8e1f1fbc29882829054963114400b7d881712989edbbcd410f2a&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"text-decoration: underline;font-size: 14px\">\u7f51\u7edc\u6d41\u884c\u75c5\u6a21\u578b\u5206\u6790 \u7b4910\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247498371&amp;idx=3&amp;sn=f0c75874f0dffd91885be5ea723d5f75&amp;chksm=e897a00edfe02918bbc1f650ce05537032e20a7220055f13220a50bb2365879d54e3c9f3e0ae&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"text-decoration: underline;font-size: 14px\">\u8bed\u4e49\u795e\u7ecf\u7f51\u7edc\u9884\u6d4b\u79d1\u7814\u8d8b\u52bf\u7b4912\u7bc7<\/strong><\/a><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247498347&amp;idx=3&amp;sn=b6f03913cae7003f9838a173476ba582&amp;chksm=e897a0e6dfe029f05c397db49b0fa69aa8e9d0cb55aaa42f986d47c7d054c25ba80be0a40536&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"text-decoration: underline;font-size: 14px\">\u8d62\u8005\u901a\u5403\u2014\u2014\u5982\u4f55\u8d62\u5f97\u7f51\u7edc\u5168\u7403\u5316 \u7b4910\u7bc7<\/strong><\/a><\/p>\n<p><strong style=\"text-decoration: underline;font-size: 14px\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247498260&amp;idx=2&amp;sn=1e99ba5b5f43ebb89b2a0bd3a97cd79e&amp;chksm=e897a099dfe0298fbc2b3784cbdfce1f96e64d249155f900f191db0e9ec13cfd2549908076c1&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5b66\u672f\u751f\u6daf\u65e9\u671f\u4e0e\u9876\u5c16\u79d1\u5b66\u5bb6\u5408\u4f5c\u53ef\u83b7\u5f97\u804c\u4e1a\u7ade\u4e89\u4f18\u52bf \u7b4924\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<section class=\"mpa-template\">\n<section class=\"mpa-template\">\n<section class=\"\">\n<section class=\"\">\n<p style=\"clear: both;min-height: 1em\">\n<hr \/>\n<div class=\"post-image\"><img class=\"mpa-template\" width=\"100%\" style=\"letter-spacing: 0.5px;height: auto !important;width: 64px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma1-1563443408.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<p style=\"clear: both;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;font-weight: 400;font-size: 16px;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><span><strong><span style=\"font-size: 14px\"><\/span><\/strong><\/span><\/p>\n<p><span><strong><span style=\"font-size: 14px\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section>\n<div class=\"post-image\"><img class=\"mpa-template\" style=\"height: auto !important;width: 156px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma10-1563443409.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/section>\n<p style=\"clear: both;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\">\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=1563443405&amp;src=3&amp;ver=1&amp;signature=Kz3-WC1h0qZVku8wDnetT3-9PZB4otyzh*Zb3WcplrVbvcnokqp27dbydaeX2aoPIH6gOsMsYTOfhc8coRqw6DbG5Pu0QSa8SJfq6STF0G9eiKRWbPuG*m1Ipl15rHNeRgq-txqZf20cQ3nsjswfj0y*W600qzEcqmeu2a1b-s8=\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012 \u6bd4\u7279\u5e01\u7f51\u7edc\u7684\u6c61\u70b9\u5206\u6790; \u9884\u6d4b\u5a92\u4f53\u548c\u70ed\u95e8Twitter\u7528\u6237\u7684\u4e3b\u9898\u7acb\u573a; \u4e39\u9ea6\u7acb\u573a\u5206\u7c7b\u548c\u8c23\u8a00\u51b3\u8bae; \u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7528\u6237\u54c1\u724c\u5b9a\u4f4d\u7684\u8bed\u4e49\u65b9\u6cd5; \u57fa\u4e8e\u53cd\u5411\u8d2a\u5fc3\u65b9\u6cd5\u8bc6\u522b\u91cd\u8981\u8282\u70b9; \u5e7f\u4e49\u968f\u673a\u6f2b\u6e38\u5bf9\u6a21\u578b; \u6df7\u4e71\u671f\u95f4\u5411\u82f1\u56fd\u653f\u5e9c\u63d0\u4ea4\u7684\u8bf7\u613f\u7684\u5185\u5bb9\u3001\u65f6\u95f4\u548c\u5730\u70b9; \u793e\u4f1a\u7f51\u7edc\u9a71\u52a8\u7684\u667a\u80fd\u8f66\u8f86\u4e92\u8054\u7f51\u63a8\u8350\u7684\u6a21\u62df\u7814\u7a76; \u81ea\u9002&#8230;<\/p>\n","protected":false},"author":1,"featured_media":16507,"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\/16505"}],"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=16505"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/16505\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/16507"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16505"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16505"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16505"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=16505"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}