{"id":4332,"date":"2017-08-19T01:00:00","date_gmt":"2017-08-18T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-11T14:46:23","modified_gmt":"2018-12-11T06:46:23","slug":"%e8%af%ad%e8%a8%80%e4%b8%ad%e9%9a%90%e8%97%8f%e7%9a%84%e5%87%a0%e4%bd%95-%e5%bc%a0%e6%b1%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=4332","title":{"rendered":"\u8bed\u8a00\u4e2d\u9690\u85cf\u7684\u51e0\u4f55 | \u5f20\u6c5f"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\" ><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232022.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><inherit><\/inherit><\/p>\n<section class=\"mpa-template\"    style=\"margin-left: 0em; margin-right: 0em;\">\n<section class=\"\" style=\"margin: 0px; padding: 0px; font-size: 16px; white-space: normal; color: rgb(123, 12, 0); background-color: rgb(255, 255, 255); border-color: rgb(123, 12, 0);\">\n<section style=\"margin: 30px 0px; padding: 0px; text-align: center; border-color: rgb(123, 12, 0);\">\n<section class=\"\"  style=\"margin: 0px 0px -15px; padding: 0px; width: 80px; height: 25px; transform: rotate(-20deg) translateZ(0px); border-radius: 6px 0px; text-align: right; color: rgb(123, 12, 0); background-color: rgb(123, 12, 0); border-color: rgb(123, 12, 0);\">\n<section  style=\"margin: 0px 10px 0px 0px; padding: 0px; width: 8px; height: 8px; border-radius: 50%; display: inline-block; background-color: rgb(255, 255, 255); border-color: rgb(123, 12, 0);\"><\/section>\n<\/section>\n<section class=\"\"  style=\"margin: 0px; padding: 0px; border-width: 1px; border-style: solid; border-color: rgb(123, 12, 0); width: 603px; display: inline-block;\">\n<section  style=\"margin: 0px; padding: 0px; width: 601px; float: left; border-color: rgb(123, 12, 0);\">\n<section style=\"margin: 0px; padding: 20px; border-color: rgb(123, 12, 0);\">\n<p style=\"clear: both; min-height: 1em; font-size: 14px; text-align: justify; line-height: 1.5em; border-color: rgb(123, 12, 0);\"><span style=\"margin: 0px; padding: 0px; border-color: rgb(123, 12, 0); color: rgb(123, 12, 0);\"><br  \/><\/span><\/p>\n<p style=\"text-align: left; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><span style=\"font-size: 14px; color: rgb(0, 0, 0);\">\u53bb\u5e74\u4e0a\u6620\u7684\u5f71\u7247\u300a\u964d\u4e34\u300b\u8bb2\u8ff0\u4e86\u4e00\u4e2a\u6709\u5173\u8bed\u8a00\u7684\u6545\u4e8b\u3002\u4e3a\u4e86\u5e2e\u52a9\u5730\u7403\u4eba\uff0c\u5916\u661f\u4eba\u5c1d\u8bd5\u6559\u4f1a\u5730\u7403\u4eba\u7c7b\u4ed6\u4eec\u81ea\u5df1\u7684\u8bed\u8a00\u3002\u7136\u800c\uff0c\u8981\u547d\u7684\u662f\uff0c\u7531\u4e8e\u4eba\u7c7b\u56fa\u6709\u7684\u8bed\u8a00\u662f\u4e00\u79cd\u4e00\u7ef4\u7684\u7ebf\u6027\u5316\u7ed3\u6784\uff0c\u8fd9\u5c31\u5bfc\u81f4\u4e86\u6211\u4eec\u6839\u6df1\u8482\u56fa\u7684\u7ebf\u6027\u6d41\u901d\u7684\u65f6\u95f4\u89c2\u5ff5\uff0c\u4e8e\u662f\u7edd\u5927\u591a\u6570\u4eba\u90fd\u65e0\u6cd5\u7406\u89e3\u5916\u661f\u4eba\u90a3\u7a00\u5947\u53e4\u602a\u7684\u975e\u7ebf\u6027\u8bed\u8a00\uff0c\u5982\u4e0b\u56fe\uff1a<br  \/><\/span><\/p>\n<p style=\"text-align: center; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><img    class=\"\"   style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; word-break: normal !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232022.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"text-align: left; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><span style=\"font-size: 14px; color: rgb(0, 0, 0);\">\u7136\u800c\uff0c\u6545\u4e8b\u7684\u4e3b\u4eba\u516c\uff0c\u8bed\u8a00\u5b66\u5bb6\u8def\u6613\u65af\u5374\u7531\u4e8e\u957f\u671f\u7684\u6c89\u6d78\uff0c\u5b66\u4f1a\u4e86\u5916\u661f\u4eba\u7684\u8bed\u8a00\uff0c\u66f4\u4ee4\u5979\u60ca\u5947\u7684\u662f\uff0c\u5979\u5c45\u7136\u5177\u5907\u4e86\u201c\u770b\u89c1\u672a\u6765\u201d\u7684\u80fd\u529b\u3002\u539f\u6765\uff0c\u638c\u63e1\u4e86\u5916\u661f\u4eba\u7684\u975e\u7ebf\u6027\u8bed\u8a00\u5c31\u53ef\u4ee5\u6253\u7834\u4eba\u7c7b\u56fa\u5316\u7684\u7ebf\u6027\u65f6\u95f4\u89c2\u70b9\uff0c\u4ece\u800c\u770b\u5230\u9065\u8fdc\u7684\u672a\u6765\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u5f53\u7136\uff0c\u8fd9\u4ec5\u4ec5\u662f\u4e00\u4e2a\u79d1\u5e7b\u6545\u4e8b\uff0c\u4f46\u5b83\u544a\u8bc9\u6211\u4eec\uff0c\u65e0\u8bba\u662f\u4e2d\u6587\u3001\u82f1\u8bed\u3001\u6cd5\u8bed\u8fd8\u662f\u897f\u73ed\u7259\u8bed\uff0c<strong>\u6240\u6709\u8fd9\u4e9b\u4eba\u7c7b\u8bed\u8a00\u90fd\u5177\u5907\u7684\u5171\u540c\u7279\u5f81\u5c31\u662f\u5b83\u4eec\u90fd\u662f\u4e00\u79cd\u7ebf\u6027\u7684\u5e8f\u5217\u7ed3\u6784\uff0c\u968f\u7740\u65f6\u95f4\u7684\u6d41\u901d\uff0c\u6211\u4eec\u8ba9\u8fd9\u4e9b\u7b26\u53f7\u76f8\u4e92\u4e32\u8054\u5f62\u6210\u4e86\u4e00\u6761\u6761\u6d41\u52a8\u3002<\/strong><\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u7136\u800c\uff0c\u6211\u4eec\u8fd1\u671f\u7684\u4e00\u4e2a\u79d1\u7814\u7ed3\u679c\u5374\u5c55\u793a\uff0c<strong>\u4eba\u7c7b\u8bed\u8a00\u7684\u80cc\u540e\u5b9e\u9645\u4e0a\u662f\u5177\u6709\u975e\u5e8f\u5217\u5316\u7684\u51e0\u4f55\u7ed3\u6784\u7684\u3002<\/strong>\u91c7\u7528\u6211\u4eec\u63d0\u51fa\u6765\u7684\u5f00\u653e\u6d41\u7f51\u7edc\u65b9\u6cd5\uff0c\u6211\u4eec\u4fbf\u53ef\u4ee5\u8ba1\u7b97\u51fa\u4efb\u610f\u4e24\u4e2a\u5355\u8bcd\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u5e76\u6839\u636e\u8fd9\u4e2a\u8ddd\u79bb\u627e\u5230\u4e00\u7bc7\u6587\u5b57\u80cc\u540e\u7684\u51e0\u4f55\u7a7a\u95f4\u3002<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u6211\u4eec\u7684\u505a\u6cd5\u662f\u8fd9\u6837\u7684\uff1a\u9996\u5148\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u4e00\u4e2a\u53e5\u5b50\u770b\u4f5c\u662f\u4e00\u6761\u6d41\u52a8\u3002\u5f53\u6211\u4eec\u4ece\u5de6\u5230\u53f3\u9605\u8bfb\u4e00\u53e5\u8bdd\u7684\u65f6\u5019\uff0c\u6211\u4eec\u6ce8\u610f\u529b\u7684\u7126\u70b9\u5c31\u53ef\u4ee5\u5728\u5404\u4e2a\u5355\u8bcd\u4e4b\u95f4\u4e0d\u65ad\u8df3\u8dc3\uff0c\u4ece\u800c\u7c7b\u4f3c\u4e8e\u6c34\u6ef4\u4e00\u6837\u5f62\u6210\u4e00\u6761\u6d41\u52a8\u8f68\u8ff9\u3002\u90a3\u4e48\uff0c\u6574\u7bc7\u6587\u7ae0\u5c31\u5bf9\u5e94\u4e86\u591a\u6761\u6d41\u52a8\u3002\u7136\u540e\uff0c\u6211\u4eec\u5c06\u8fd9\u4e9b\u6d41\u6c47\u805a\u5728\u4e00\u8d77\u5c31\u53ef\u4ee5\u5f62\u6210\u4e00\u5f20\u7f51\uff0c\u7528\u5b83\u6765\u628a\u63e1\u6574\u4e2a\u6587\u7ae0\u7684\u6d41\u52a8\u7ed3\u6784\u3002\u6700\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u5f20\u7f51\u7edc\u4e0a\u5b9a\u4e49\u4e00\u79cd\u8ddd\u79bb\uff1a<strong>\u6d41\u8ddd\u79bb<\/strong>\uff0c\u6839\u636e\u8fd9\u4e2a\u8ddd\u79bb\u5c31\u53ef\u4ee5\u5c06\u5176\u5d4c\u5165\u5230\u9ad8\u7ef4\u51e0\u4f55\u7a7a\u95f4\u4e4b\u4e2d\u3002<\/span><\/p>\n<blockquote style=\"margin-left: 0em; margin-right: 0em;\">\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px; color: rgb(0, 0, 0);\">\u4f8b\u5982\uff0c\u8003\u8651\u4e00\u7bc7\u6587\u7ae0\u6709\u4e0b\u9762\u8fd9\u4e09\u53e5\u8bdd\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 14px;\">\u4eca\u65e5\u6625\u5149\u660e\u5a9a<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 14px;\">\u660e\u65e5\u5728\u4eca\u65e5\u4e4b\u540e<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 14px;\">\u6625\u5149\u65e0\u9650\u597d<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(0, 0, 0); font-size: 14px;\">\u8fd9\u91cc\u9762\u6709\u5982\u4e0b\u51e0\u4e2a\u5355\u8bcd\uff1a\u4eca\u65e5\u3001\u6625\u5149\u3001\u660e\u5a9a\u3001\u660e\u65e5\u3001\u5728\u3001\u4e4b\u540e\u3001\u65e0\u9650\u3001\u597d\uff0c\u6bcf\u53e5\u8bdd\u53ef\u4ee5\u8f6c\u5316\u4e3a\u4e00\u6761\u6d41\u52a8\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 14px;\">\u4eca\u65e5-&gt;\u6625\u5149-&gt;\u660e\u5a9a<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 14px;\">\u660e\u65e5-&gt;\u5728-&gt;\u4eca\u65e5-&gt;\u4e4b\u540e<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 14px;\">\u6625\u5149-&gt;\u65e0\u9650-&gt;\u597d<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px; color: rgb(0, 0, 0);\">\u4e8e\u662f\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5229\u7528\u8fd9\u4e09\u53e5\u8bdd\u6784\u9020\u51fa\u4e00\u4e2a\u5f00\u653e\u6d41\u7f51\u7edc\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px; height: 320px;\" class=\"\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534232023.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/strong><\/span><\/inherit><\/p>\n<\/blockquote>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u5176\u4e2d\u6bcf\u6761\u8fde\u8fb9\u4e0a\u7684\u6d41\u91cf\u90fd\u662f1\uff0csource\u3001sink\u662f\u4e24\u4e2a\u4eba\u4e3a\u6dfb\u52a0\u7684\u8282\u70b9\uff0c\u5b83\u53ef\u4ee5\u4f7f\u5f97\u6bcf\u4e00\u4e2a\u8282\u70b9\u7684\u6d41\u5165\u7b49\u4e8e\u5b83\u7684\u6d41\u51fa\u3002<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u6709\u4e86\u8fd9\u6837\u7684\u6d41\u7f51\u7edc\u4e4b\u540e\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u9488\u5bf9\u4efb\u610f\u7ed9\u5b9a\u7684\u8282\u70b9\u5bf9\uff08\u9664\u53bb\u6e90\u548c\u6c47\uff09\u6765\u5b9a\u4e49\u4e00\u4e2a<strong>\u6d41\u8ddd\u79bb\uff1a\u4e00\u4e2a\u968f\u673a\u6e38\u8d70\u7c92\u5b50\u4ece\u4efb\u610f\u8282\u70b9i\u51fa\u53d1\u6cbf\u7740\u6709\u5411\u8fde\u8fb9\u8d70\u5230j\uff0c\u518d\u4ecej\u8d70\u56de\u6765\u5230i\u7684\u5e73\u5747\u7f51\u7edc\u8def\u5f84\u957f\u5ea6\u3002<\/strong>\u5f53\u8fd9\u4e2a\u7f51\u7edc\u5f3a\u8fde\u901a\u7684\u65f6\u5019\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u8ba1\u7b97\u51fa\u6765\u4efb\u610f\u4e24\u4e2a\u8282\u70b9\u5bf9\u4e4b\u95f4\u7684\u8ddd\u79bb\u3002<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u6211\u4eec\u77e5\u9053\uff0c\u8ddd\u79bb\u5b9e\u9645\u4e0a\u662f\u548c\u51e0\u4f55\u7a7a\u95f4\uff08\u4e25\u683c\u6765\u8bb2\uff0c\u662f\u5ea6\u89c4\u7a7a\u95f4\uff09\u8054\u7cfb\u5728\u4e00\u8d77\u7684\u3002\u56e0\u6b64\uff0c\u5f53\u6211\u4eec\u7ed9\u5b9a\u4e86\u4efb\u610f\u4e24\u4e2a\u8282\u70b9\u4e4b\u95f4\u7684\u6d41\u8ddd\u79bb\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u5c31\u53ef\u4ee5\u5f97\u5230\u4e00\u4e2a\u51e0\u4f55\u7a7a\u95f4\uff0c\u4f7f\u5f97\u8fd9\u4e2a\u51e0\u4f55\u7a7a\u95f4\u521a\u597d\u80fd\u591f\u88c5\u4e0b\u6240\u6709\u7684\u8282\u70b9\uff0c\u5e76\u8ba9\u8282\u70b9\u5bf9\u4e4b\u95f4\u7684\u51e0\u4f55\u8ddd\u79bb\u521a\u597d\u6216\u8005\u8db3\u591f\u63a5\u8fd1\u4e8e\u5b83\u4eec\u5f7c\u6b64\u4e4b\u95f4\u7684\u6d41\u8ddd\u79bb\u3002\u4e8e\u662f\uff0c\u6bcf\u4e00\u4e2a\u8282\u70b9\u5c31\u4f1a\u83b7\u5f97\u4e00\u4e2a\u72ec\u4e00\u65e0\u4e8c\u7684\u7a7a\u95f4\u5750\u6807\u3002\u5177\u4f53\u6765\u8bb2\uff0c\u6709\u5f88\u591a\u7684\u73b0\u6210\u7b97\u6cd5\u5e2e\u6211\u4eec\u5b8c\u6210\u8fd9\u4ef6\u4e8b\uff0c\u4f8b\u5982\u5f39\u7c27\u7b97\u6cd5\u6216\u8005MDS\u7b97\u6cd5\u7b49\u3002<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u6709\u610f\u601d\u7684\u662f\uff0c\u91c7\u7528\u6211\u4eec\u8fd9\u79cd\u6d41\u7f51\u7edc\u3001\u6d41\u8ddd\u79bb\u7684\u65b9\u6cd5\u5f97\u5230\u7684\u51e0\u4f55\u7a7a\u95f4\uff0c\u4ee5\u53ca\u6bcf\u4e2a\u8282\u70b9\u7684\u5750\u6807\uff0c\u662f\u8ddf\u8457\u540d\u7684\u8bcd\u5411\u91cf\u7b97\u6cd5Word2Vec\u7684\u8ba1\u7b97\u7ed3\u679c\u8fd1\u4f3c\u4e00\u81f4\u7684\u3002\u5982\u4e0b\u56fe\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u5728\u4e00\u4e2a\u5c0f\u578b\u7684\u7f51\u7edcKarate Club\u4e0a\u9762\u7684\u8ba1\u7b97\u7ed3\u679c:<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px; height: 411px;\" class=\"\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534232023.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u5176\u4e2d\u65b9\u5757\u662f\u91c7\u7528\u6211\u4eec\u7684\u65b9\u6cd5\u5f97\u5230\u7684\u8282\u70b9\u7a7a\u95f4\u5750\u6807\uff0c\u800c\u5706\u5708\u662f\u91c7\u7528Word2Vec\u65b9\u6cd5\u5f97\u5230\u7684\u8282\u70b9\u5750\u6807\uff0c\u4e8c\u8005\u51e0\u4e4e\u91cd\u5408\u3002\u4e0b\u56fe\u5c55\u793a\u4e86\uff0c\u5728\u4e24\u79cd\u65b9\u6cd5\u4e0b\uff0c\u6240\u6709\u8282\u70b9\u5bf9\u7684\u8ddd\u79bb\u4e4b\u95f4\u7684\u5173\u7cfb\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px; height: 326px;\" class=\"\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232024.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u6211\u4eec\u5728Karate Club\u4ee5\u53caAirline\u4e24\u79cd\u7f51\u7edc\u4e0a\u5728\u4e24\u79cd\u65b9\u6cd5\u4e0a\u7684\u8ba1\u7b97\u7ed3\u679c\u3002\u6a2a\u5750\u6807\u662f\u4efb\u610f\u8282\u70b9\u5bf9\u7684\u6d41\u8ddd\u79bb\uff0c\u7eb5\u5750\u6807\u662f\u76f8\u5e94\u8282\u70b9\u5bf9\u4e4b\u95f4\u7684Word2Vec\u5750\u6807\u4e4b\u95f4\u7684\u8ddd\u79bb\u3002\u5b83\u4eec\u5f7c\u6b64\u4e4b\u95f4\u9ad8\u5ea6\u76f8\u5173\uff0c\u5e76\u4e14\u76f8\u5173\u6027\u5728\u591a\u4e2a\u7f51\u7edc\u4e0a\u90fd\u9ad8\u8fbe80%\u4ee5\u4e0a\u3002<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u8fd9\u79cd\u76f8\u5173\u6027\u610f\u5473\u7740\u4ec0\u4e48\uff1f<strong>\u8fd9\u610f\u5473\u7740\u6211\u4eec\u67b6\u8d77\u4e86\u7f51\u7edc\u5206\u6790\u3001\u51e0\u4f55\u7a7a\u95f4\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60\u4e2d\u8bcd\u5411\u91cf\u65b9\u6cd5\u5f7c\u6b64\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<\/strong><\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u9996\u5148\uff0cWord2Vec\u65b9\u6cd5\u5f97\u5230\u7684\u5d4c\u5165\u5411\u91cf\u4e0d\u4ec5\u5177\u6709\u76f8\u4f3c\u6027\u542b\u4e49\uff0c\u800c\u4e14\u5177\u6709\u5ea6\u89c4\u542b\u4e49\u3002\u6bd4\u5982\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5230\u6240\u6709\u5176\u5b83\u8282\u70b9\u6216\u5355\u8bcd\u4e4b\u95f4\u7684\u5e73\u5747\u8ddd\u79bb\u6765\u5ea6\u91cf\u8fd9\u4e2a\u5355\u8bcd\u6216\u8282\u70b9\u7684\u91cd\u8981\u6027\u7a0b\u5ea6\uff0c\u8fd9\u79cd\u5ea6\u91cf\u662f\u5728\u4ee5\u524d\u7684\u7814\u7a76\u4e2d\u672a\u66fe\u89c1\u5230\u7684\u3002\u5176\u6b21\uff0c\u7528\u6211\u4eec\u7684\u65b9\u6cd5\u5f97\u5230\u7684\u6bcf\u4e2a\u8282\u70b9\uff0f\u5355\u8bcd\u7684\u5750\u6807\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u8282\u70b9\uff0f\u5355\u8bcd\u7684\u7279\u5f81\u53bb\u505aNLP\u4e2d\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u8bcd\u6027\u6807\u6ce8\u3001\u673a\u5668\u7ffb\u8bd1\u3001\u9605\u8bfb\u7406\u89e3\u7b49\u3002\u800c\u6211\u4eec\u8fd9\u79cd\u65b9\u6cd5\u7684\u597d\u5904\u5c31\u5728\u4e8e\uff0c\u5b83\u907f\u514d\u4e86Word2Vec\u7b97\u6cd5\u4e2d\u4e00\u7cfb\u5217\u8d85\u53c2\u6570\u7684\u9009\u53d6\uff0c\u4e5f\u8fdc\u6bd4\u8ba1\u7b97\u795e\u7ecf\u7f51\u7edc\u8981\u7b80\u5355\u5f97\u591a\u3002<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\">\u66f4\u6709\u610f\u601d\u7684\u662f\uff0c\u65e2\u7136\u6211\u4eec\u627e\u5230\u4e86\u81ea\u7136\u8bed\u8a00\u80cc\u540e\u7684\u51e0\u4f55\u5173\u7cfb\uff0c\u90a3\u4e48\uff0c\u6211\u4eec\u539f\u5219\u4e0a\u5c31\u53ef\u4ee5\u8fd0\u7528\u51e0\u4f55\u5b66\u4e2d\u7684\u65b9\u6cd5\u548c\u624b\u6bb5\u6765\u5206\u6790\u8bed\u8a00\u4e86\uff0c\u8fd9\u4e5f\u8bb8\u80fd\u591f\u7ed9\u6211\u4eec\u63d0\u4f9b\u5b8c\u5168\u4e0d\u4e00\u6837\u7684\u89c6\u89d2\u3002<\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"font-size: 16px;\"><strong><span style=\"color: rgb(123, 12, 0);\">\u53c2\u8003\u6587\u732e\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 14px;\">1.Gu WW et al. :&nbsp;The Hidden Flow Structure and Metric Space of Network Embedding Algorithms Based on Random Walks, arxiv:1704.05743, 2017<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\"><br  \/><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 16px;\">\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486069&amp;idx=1&amp;sn=dd43d1e8a9fa27a545ebcc4f72e0f21f&amp;chksm=e89450f8dfe3d9ee918b0d74ae8803cc1a4592890f25d33a07a133744d38c1aa62624b4b13e9&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline; font-size: 13px;\"><span style=\"font-size: 13px;\"><strong><span style=\"font-size: 12px;\">\u91cd\u78c5\u7cfb\u5217\u8bfe\uff1a\u706b\u70ac\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60(\u4e0a)<\/span><\/strong><strong><span style=\"font-size: 12px;\"><\/span><\/strong><\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; font-size: 12px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485974&amp;idx=1&amp;sn=5957a1c8489c8ea09e51eac9f6d41542&amp;chksm=e894509bdfe3d98d8b0c94ff093b0611ca9532aac2bda8e0adbab16d6c664aad41955aa8202f&amp;scene=21#wechat_redirect\" target=\"_blank\">AI\u6539\u53d8\u4e86\u79d1\u5b66\u2014\u2014\u300a\u79d1\u5b66\u300b\u6700\u65b0AI\u7279\u520a | \u524d\u6cbf<\/a><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486092&amp;idx=1&amp;sn=29e524ba33f4fa20b3fb95c983337cdd&amp;chksm=e8945001dfe3d917e041b68b7e3847df79b40ee12e3da6983c8415d7aa9bba5c713df9632d85&amp;scene=21#wechat_redirect\" target=\"_blank\">\u6cdb\u5728\u7684AI\u4e0e\u6570\u5b57\u4e0a\u5e1d<\/a><br  \/><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; font-size: 12px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485943&amp;idx=1&amp;sn=0d3669e104f21ac7116a32f597519f5b&amp;chksm=e894537adfe3da6c03ef63babab5f21ea10a67edf1f402c0782d8ba085352c43189448a9106b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\uff0d\u672a\u6765\u7684\u65b0\u5174\u5b66\u79d1\uff1f<\/a><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; font-size: 12px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485855&amp;idx=1&amp;sn=e546a3f6023d90909a9ac9a3d3b4658f&amp;chksm=e8945312dfe3da04d4633aed4a4d1f9770a710ef76fc0349fdb2a8b458e56ea72804103b5b7d&amp;scene=21#wechat_redirect\" target=\"_blank\">\u4ece\u4e07\u7269\u6709\u7075\u5230AI\u638c\u7ba1\u4e16\u754c<\/a><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; font-size: 12px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485723&amp;idx=1&amp;sn=ef60e683e1d9377f0ebc583d761a0066&amp;chksm=e8945396dfe3da808b84c9dcafe65c02920b77847ed3831066a376c01112de6777a476a3de2e&amp;scene=21#wechat_redirect\" target=\"_blank\">\u900f\u89c6\u6df1\u5ea6\u5b66\u4e60\uff0c\u7545\u60f3\u672a\u6765\u5e94\u7528<\/a><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; font-size: 12px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485677&amp;idx=1&amp;sn=c87541996d9f734390b9c6b2ab9abde5&amp;chksm=e8945260dfe3db76d5839523786f649d4fe7222f7f2a3a35be5775e3dc8d032a4bffb1544eeb&amp;scene=21#wechat_redirect\" target=\"_blank\">\u63ea\u7740\u81ea\u5df1\u7684\u5934\u53d1\u79bb\u5f00\u5730\u7403<\/a><\/span><\/strong><\/span><\/p>\n<div class=\"post-image\"><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232024.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<p style=\"margin-top: 5px; white-space: normal; text-align: center; line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(236, 137, 33); font-size: 14px;\">\u6253\u5305\u7ec4\u8bfe\u53ea\u9700499\uffe5<\/span><\/strong><\/span><\/p>\n<p style=\"margin-top: 5px; white-space: normal; text-align: center; line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(236, 137, 33); font-size: 14px;\">\u53ef\u5f00\u53d1\u7968<\/span><\/strong><\/span><\/p>\n<p style=\"margin-top: 5px; white-space: normal; text-align: center; line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(236, 137, 33); font-size: 14px;\">\u56e2\u8d2d\u4eab\u4f18\u60e0<\/span><\/strong><\/span><\/p>\n<hr style=\"white-space: normal;\"  \/>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255); text-align: center;\"><img class=\"__bg_gif\"     width=\"100%\" style=\"letter-spacing: 0.5px; visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232024.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); line-height: 25.6px; letter-spacing: 0.5px; background-color: rgb(255, 255, 255);\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; text-align: center; outline: none;\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; outline: none;\">\n<section   style=\"outline: none;\">\n<section  style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 15px; outline: none;\">\n<section  style=\"line-height: 25.6px; border-color: rgb(123, 12, 0);\">\n<p style=\"margin-top: 10px; margin-bottom: 10px; padding-right: 3px; padding-left: 3px; transform: translate3d(0px, 0px, 0px); border-color: rgb(123, 12, 0); line-height: 1.5em;\"><strong><span style=\"font-size: 12px; color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<br  \/>\u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org<br  \/>\u6295\u7a3f\u8f6c\u8f7d\uff5cwangting@swarma.org<\/span><\/strong><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; outline: none;\">\n<h1 style=\"margin-top: 10px; margin-bottom: 10px; line-height: 1.75em;\"><strong style=\"font-size: 14px; white-space: pre-wrap; color: rgb(0, 112, 192); line-height: 25.6px;\"><strong style=\"line-height: 28px; white-space: normal; color: rgb(61, 170, 214); font-size: 20px;\"><span style=\"font-size: 14px; color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; 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