{"id":3790,"date":"2018-07-29T10:14:00","date_gmt":"2018-07-29T02:14:00","guid":{"rendered":"http:\/\/www.yuntou8.com\/?p=3790"},"modified":"2018-07-29T10:14:00","modified_gmt":"2018-07-29T02:14:00","slug":"%e6%80%a7%e4%be%b5%e7%8a%af%e5%a6%82%e6%ad%a4%e7%8c%96%e7%8d%97%ef%bc%8cai%e8%83%bd%e6%8f%90%e5%89%8d%e5%b0%86%e4%bb%96%e4%bb%ac%e7%94%84%e5%88%ab%e5%90%97%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/www.yuntou8.com\/?p=3790","title":{"rendered":"\u6027\u4fb5\u72af\u5982\u6b64\u7316\u7357\uff0cAI\u80fd\u63d0\u524d\u5c06\u4ed6\u4eec\u7504\u522b\u5417\uff1f"},"content":{"rendered":"

\u4eba\u5de5\u667a\u80fd\u5728\u6253\u51fb\u72af\u7f6a\u4e0a\u8fd8\u6709\u66f4\u591a\u53ef\u5e94\u7528\u7684\u70b9\uff0c\u6280\u672f\u672c\u4e49\u5e94\u8be5\u662f\u9020\u798f\u4e8e\u4eba\u6c11\uff0c\u518d\u591a\u7684\u6ce1\u6cab\u4e5f\u4e0d\u80fd\u63a9\u76d6\u5b83\u7684\u672c\u8d28\uff0c\u4e5f\u8bb8\u5728\u672a\u6765\u771f\u7684\u4f1a\u5b9e\u73b0\u65e0\u72af\u7f6a\u793e\u4f1a\u3002 <\/p>\n

\u6027\u4fb5\u4e11\u95fb\u4ecd\u5728\u53d1\u9175\u3002<\/p>\n

\u4ece\u4e24\u4f4d\u77e5\u540d\u4eba\u58eb\u201c\u4ebf\u53cb\u516c\u76ca\u201d\u521b\u59cb\u4eba\u96f7\u95ef\u548c\u201c\u6e90\u5934\u7231\u597d\u8005\u73af\u5883\u7814\u7a76\u6240\u201d\u521b\u59cb\u4eba\u51af\u6c38\u950b\u5230\u88ab\u848b\u65b9\u821f\u3001\u6613\u5c0f\u8377\u7ad9\u51fa\u6765\u6307\u8ba4\u7684\u7ae0\u6587\uff0c\u518d\u5230\u6731\u519b\u3002<\/p>\n

\u4e8b\u5b9e\u4e0a\uff0c\u597d\u83b1\u575e\u4e5f\u66fe\u7206\u6027\u9a9a\u6270\u4e11\u95fb\uff0c\u6d89\u53ca\u4eba\u5305\u62ec\u4e14\u4e0d\u9650\u4e8e\u5851\u9020\u7ecf\u5178\u4e0a\u5e1d\u5f62\u8c61\u7684\u597d\u8001\u620f\u9aa8\u6469\u6839\u00b7\u5f17\u91cc\u66fc\uff0c\u9970\u6f14\u300a\u7eb8\u724c\u5c4b\u300b\u4e2d\u201c\u603b\u7edf\u201d\u7684\u51ef\u6587\u00b7\u53f2\u6d3e\u897f\uff0c\u738b\u724c\u5236\u7247\u4eba\u54c8\u7ef4\u00b7\u97e6\u6069\u65af\u5766\u7b49\u3002<\/p>\n

\u8fd9\u4e9b\u8bc1\u5b9e\u6027\u4fb5\u548c\u6d89\u5acc\u6027\u4fb5\u7684\u4eba\u7167\u7247\u88ab\u516c\u5e03\u540e\uff0c\u5f88\u591a\u4eba\u8ba4\u4e3a\u4ed6\u4eec\u957f\u5f97\u5c31\u5f88\u90a3\u5565\uff0c\u867d\u7136\u6709\u9a6c\u540e\u70ae\u7684\u5acc\u7591\u3002\u4f46\u662f\uff0c\u6211\u4eec\u629b\u5f00\u504f\u89c1\uff0c\u5305\u62ec\u6027\u4fb5\u72af\u4eec\u5728\u5185\u7684\u574f\u4eba\u662f\u5426\u771f\u7684\u5177\u6709\u76f8\u4f3c\u7684\u7279\u5f81\u5462\uff1f\u5982\u679c\u6709\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u53ef\u4ee5\u5c06\u4ed6\u4eec\u4e8e\u4eba\u7fa4\u4e2d\u7504\u522b\u51fa\u6765\u5417\uff1f <\/p>\n

\u597d\u4eba\u5404\u6709\u4e0d\u540c\u7684\u597d\uff0c\u800c\u574f\u4eba\u5374\u6709\u4ee4\u4eba\u9707\u60ca\u7684\u76f8\u4f3c<\/strong><\/p>\n

\u4eba\u4eec\u5bf9\u72af\u7f6a\u4eba\u5458\u5171\u6027\u7684\u7814\u7a76\u5df2\u7ecf\u5177\u6709\u8f83\u957f\u7684\u5386\u53f2\uff0c\u800c\u4e14\u53d6\u5f97\u4e86\u4e00\u4e9b\u6210\u679c\u3002\u65e9\u5728\u4e00\u767e\u591a\u5e74\u524d\uff0c\u9686\u52c3\u7f57\u68ad\u901a\u8fc7\u5206\u6790\u7f6a\u72af\u7684\u5916\u8868\u6765\u5bfb\u627e\u4ed6\u4eec\u7684\u5171\u540c\u7279\u5f81\u3002\u5e76\u6307\u51fa\u4e86\u5929\u751f\u72af\u7f6a\u4eba\u7684\u4e00\u4e9b\u7279\u5f81\uff0c\u5305\u62ec\u5148\u5929\u7684\u9694\u4ee3\u9057\u4f20\u8fd4\u7956\u73b0\u8c61\uff0c\u8138\u90e8\u5177\u6709\u6a2a\u5411\u8936\u76b1\uff0c\u8f83\u9ad8\u7684\u5154\u5507\u53d1\u75c5\u7387\uff0c\u542c\u89c9\u3001\u5473\u89c9\u3001\u55c5\u89c9\u7684\u7075\u654f\u5ea6\u8f83\u4f4e\u7b49\u3002<\/p>\n

\u4e00\u767e\u591a\u5e74\u540e\u76842016\u5e74\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u7684\u6b66\u7b71\u6797\u548c\u5f20\u5e0c\u7814\u53d1\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7cfb\u7edf\uff0c\u80fd\u591f\u901a\u8fc7\u8138\u90e8\u8bc6\u522b\u6280\u672f\u8fa8\u8ba4\u7f6a\u72af\u3002\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\uff0c\u7814\u7a76\u5458\u4f7f\u7528\u4e861856\u540d\u7537\u6027\u7684\u8eab\u4efd\u8bc1\u7167\u7247\uff0c\u5176\u4e2d730 \u540d\u7f6a\u72af\uff0c1126 \u540d\u975e\u7f6a\u72af\uff0c\u5e74\u9f84\u572818\u523055\u5c81\u4e4b\u95f4\u3002<\/p>\n

\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u7f6a\u72af\u548c\u975e\u7f6a\u72af\u7684\u9762\u76f8\u7684\u5206\u5e03\u786e\u5b9e\u4e0d\u540c\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53ef\u4ee5\u533a\u5206\u7f6a\u72af\u4e0e\u5e38\u4eba\u7684\u9762\u90e8\u7279\u5f81\uff0c\u4e8c\u8005\u9762\u76f8\u4e2d\u5dee\u5f02\u8f83\u5927\u7684\u4e00\u4e9b\u7279\u5f81\u4e3b\u8981\u6709\uff1a<\/p>\n

\u7f6a\u72af\u4e0a\u5507\u7684\u5f2f\u66f2\u7a0b\u5ea6\u6bd4\u975e\u7f6a\u72af\u8981\u592723%<\/p>\n

\u7f6a\u72af\u4e24\u53ea\u773c\u775b\u5185\u89d2\u4e4b\u95f4\u7684\u8ddd\u79bb\u6bd4\u6b63\u5e38\u4eba\u77ed6%<\/p>\n

\u7f6a\u72af\u4ece\u9f3b\u5c16\u5230\u5634\u89d2\u4e24\u6761\u7ebf\u7684\u89d2\u5ea6\u6bd4\u975e\u7f6a\u72af\u5c0f20%<\/p>\n

\u6700\u7ec8\uff0c\u8fd9\u4e00\u7cfb\u7edf\u7684\u8bc6\u522b\u51c6\u786e\u7387\u8fbe89.5%\u3002\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\uff0c\u673a\u5668\u8bc6\u522b\u7684\u51c6\u786e\u7387\u8981\u6c42\u572890%\u4ee5\u4e0a\uff0c\u751a\u81f3\u523095% \u5de6\u53f3\uff0c\u53ef\u662f\u8bba\u6587\u7684\u6570\u636e\u662f\u5728\u7eaf\u5b9e\u9a8c\u73af\u5883\u4e0b\u8fdb\u884c\u7684\uff0c\u56e0\u6b6489.5%\u7684\u51c6\u786e\u7387\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u5df2\u7ecf\u80fd\u591f\u8bf4\u660e\u95ee\u9898\u4e86\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5728\u5bf9\u7ed3\u8bba\u8fdb\u884c\u5206\u6790\u7684\u65f6\u5019\uff0c\u8fd9\u79cd\u770b\u4f3c\u7cbe\u786e\u7684\u5b9e\u9a8c\u7ed3\u8bba\u603b\u662f\u602a\u602a\u7684\uff0c\u6bd5\u7adf\u6211\u4eec\u6ca1\u529e\u6cd5\u771f\u6b63\u62ff\u7740\u5c3a\u5b50\u53bb\u91cf\u67d0\u4e2a\u4eba\u4e94\u5b98\u7684\u89d2\u5ea6\u548c\u8ddd\u79bb\uff0c\u800c\u4e14\uff0c\u73b0\u5728\u7684\u6574\u5bb9\u624b\u672f\u53ef\u4ee5\u8fc5\u901f\u89e3\u51b3\u8fd9\u4e9b\u7ec6\u8282\uff0c\u53c2\u89c1\u4e00\u4e9b\u7f51\u7ea2\u8eab\u4e0a\u5e38\u89c1\u7684\u5fae\u7b11\u5507\uff0c\u5f00\u773c\u89d2\uff0c\u6c34\u6ef4\u9f3b\u2026\u2026<\/p>\n

\u9664\u4e86\u5728\u5916\u8868\u4e0a\u7684\u76f8\u4f3c\u4e4b\u5916\uff0c\u5728\u57fa\u56e0\u4e0a\uff0c\u72af\u7f6a\u5206\u5b50\u4e5f\u5177\u6709\u76f8\u4f3c\u6027\u300220\u4e16\u7eaa\u516b\u4e5d\u5341\u5e74\u4ee3\u7684\u8377\u5170\uff0c\u6709\u4e00\u4e2a\u5bb6\u65cf\u4e2d\u7684\u7537\u4eba\u548c\u7537\u5b69\u9664\u4e86\u60a3\u6709\u5b66\u4e60\u969c\u788d\uff0c\u8fd8\u975e\u5e38\u5177\u6709\u653b\u51fb\u6027\uff0c\u6709\u4eba\u53d8\u6210\u4e86\u7eb5\u706b\u72af\uff0c\u6709\u4eba\u4f01\u56fe\u5f3a\u5978\u751a\u81f3\u8c0b\u6740\u3002\u6700\u7ec8\u9057\u4f20\u5b66\u5bb6\u6c49\u65af\u00b7\u5e03\u9c81\u7eb3\u627e\u5230\u4e86\u7f6a\u9b41\u7978\u9996\uff1a\u4e00\u4e2a\u57fa\u56e0\u7684\u53d8\u5f02<\/strong>\u3002\u8be5\u57fa\u56e0\u4f4d\u4e8eX\u67d3\u8272\u4f53\u4e0a\uff0c\u4ee3\u53f7MAOA\uff0c\u8fd9\u5c31\u662f\u540e\u6765\u7684\u6218\u58eb\u57fa\u56e0<\/strong>\uff0c\u9664\u4e86\u8bc8\u9a97\u72af\u4ee5\u5916\u7684\u7edd\u5927\u90e8\u5206\u7f6a\u72af\u90fd\u62e5\u6709\u8fd9\u4e2a\u57fa\u56e0\u3002<\/p>\n

\u63d0\u524d\u8bc6\u522b\u7f6a\u72af\u8fd9\u95e8\u6280\u672f\uff0c\u9664\u4e86\u4f26\u7406\u8fd8\u6709\u4ec0\u4e48\u95ee\u9898\uff1f<\/strong><\/p>\n

\u4e0d\u7ba1\u662f\u901a\u8fc7\u9762\u90e8\u7279\u5f81\u786e\u8ba4\u7f6a\u72af\u8fd8\u662f\u901a\u8fc7\u57fa\u56e0\u5b9a\u6027\u7f6a\u72af\uff0c\u5728\u6211\u56fd\u6682\u65f6\u90fd\u4e0d\u4f1a\u5f97\u5230\u5e7f\u6cdb\u4f7f\u7528\uff0c\u5b83\u7684\u4ef7\u503c\u66f4\u591a\u662f\u4f53\u73b0\u5728\u5b66\u672f\u4e0a\u3002\u4e3b\u8981\u662f\u5728\u4f26\u7406\u4e0a\uff0c\u4e0a\u4ea4\u7684\u8bba\u6587\u53d1\u8868\u540e\uff0c\u5f15\u8d77\u4e86\u4e2d\u56fd\u4ee5\u53ca\u4e16\u754c\u7684\u4eba\u5de5\u667a\u80fd\u4e1a\u754c\u5f15\u53d1\u4e86\u4e0d\u5c0f\u7684\u4e89\u8bae\uff0c\u6838\u5fc3\u89c2\u70b9\u662f\u7ed9\u4eba\u5b9a\u6027\u5177\u6709\u9053\u5fb7\u98ce\u9669\uff0c\u53ef\u80fd\u5f15\u53d1\u516c\u4f17\u5bf9\u4e8e\u7279\u5b9a\u9762\u76f8\u7684\u6b67\u89c6\u3002\u5982\u679c\u4e00\u4e9b\u4eba\u5c06\u751f\u800c\u5c31\u88ab\u79f0\u4f5c\u662f\u72af\u7f6a\u5206\u5b50\uff0c\u4ed6\u6240\u906d\u53d7\u7684\u8206\u8bba\u538b\u529b\u548c\u751f\u5b58\u73af\u5883\u53ef\u60f3\u800c\u77e5\u3002<\/p>\n

\u9664\u6b64\u4e4b\u5916\uff0c\u8fd9\u9879\u6280\u672f\u7684\u4f7f\u7528\u8fd8\u5c06\u5f15\u53d1\u4e00\u4e9b\u96be\u4ee5\u4f30\u8ba1\u7684\u5f71\u54cd\u3002\u667a\u80fd\u76f8\u5bf9\u8bba\uff08aixdlun\uff09\u5206\u6790\u5e08\u96f7\u5b87\u8ba4\u4e3a\u4e3b\u8981\u5206\u4e3a\u4e09\u70b9\u3002<\/p>\n

1. \u8bef\u62a5\u7387\u518d\u5c0f\u4e5f\u4e0d\u80fd\u5ffd\u7565<\/strong><\/p>\n

\u4ece\u5b9e\u9a8c\u4f7f\u7528\u7684\u6570\u636e\u96c6\u6765\u8bf4\uff0c\u5373\u4f7f\u662f\u6027\u80fd\u6700\u597d\u7684 CNN \u5206\u7c7b\u5668\uff0c\u5728\u8fbe\u5230 90% \u7684\u68c0\u51fa\u7387\uff08true positive rate\uff09\u65f6\uff0c\u4ecd\u6709 10% \u7684\u8bef\u62a5\u7387\uff08false positive rate\uff09\u3002\u8fd9\u610f\u5473\u7740\u6709 73 \u540d\u7f6a\u72af\u88ab\u6f0f\u6389\uff0c\u6709 113 \u540d\u975e\u7f6a\u72af\u88ab\u51a4\u6789\u3002<\/p>\n

\u5728\u4eba\u7fa4\u4e2d\uff0c\u7f6a\u72af\u7684\u6bd4\u4f8b\u663e\u7136\u4f1a\u8fdc\u8fdc\u4f4e\u4e8e\u4e0a\u9762\u7684\u6570\u636e\u96c6\u3002\u622a\u6b62\u52302013\u5e74\u5e95\uff0c\u4e2d\u56fd\u5404\u7ea7\u76d1\u72f1\u5185\u7684\u5728\u62bc\u72af\u4eba\u6570\u8fd1180.76\u4e07\u4eba\uff0c\u5f53\u65f6\u6211\u56fd\u7684\u4eba\u53e3\u603b\u6570\u662f13.61\u4ebf\uff0c\u5373\u6b63\u5e38\u4eba\u6bd4\u7f6a\u72af\u591a\u4e86753\u500d\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e00\u70b9\u70b9\u8bef\u62a5\u90fd\u4e0d\u80fd\u88ab\u5ffd\u7565\u3002\u800c\u6218\u58eb\u57fa\u56e0\u4e4b\u6240\u4ee5\u53eb\u6218\u58eb\u57fa\u56e0\uff0c\u662f\u56e0\u4e3a\u4ed6\u5728\u4f18\u79c0\u7684\u6218\u58eb\u548c\u8b66\u5bdf\u8eab\u4e0a\u4e5f\u5f88\u5e38\u89c1\u3002\u7efc\u5408\u8fd9\u4e24\u70b9\uff0c\u5728\u4f7f\u7528\u673a\u5668\u8bc6\u522b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u66f4\u5927\u7684\u53ef\u80fd\u662f\u628a\u62e5\u6709\u6218\u58eb\u57fa\u56e0\u7684\u4eba\u90fd\u8bc6\u522b\u51fa\u6765\u4e86\u3002<\/p>\n

2. \u7f6a\u72af\u4e0e\u6267\u6cd5\u8005\u7684\u535a\u5f08\u5347\u7ea7<\/strong><\/p>\n

\u5b9e\u9645\u4e0a\uff0c\u7f8e\u56fd\u7279\u5b9a\u57ce\u5e02\u7684\u8b66\u5bdf\u4e5f\u6b63\u5728\u8bd5\u9a8c\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff0c\u4ee5\u9884\u6d4b\u54ea\u4e9b\u5c45\u6c11\u672a\u6765\u6700\u6709\u53ef\u80fd\u72af\u7f6a\u3002\u4f46\u5206\u8fa8\u7f6a\u72af\u548c\u5acc\u72af\uff0c\u5f80\u5f80\u662f\u4e00\u79cd\u57fa\u4e8e\u4e8b\u540e\u7684\u5206\u6790\uff0c\u662f\u4ece\u7ed3\u8bba\u63a8\u5bfc\u539f\u56e0\u3002\u5f53\u51f6\u624b\u77e5\u9053\u81ea\u5df1\u662f\u88ab\u673a\u5668\u8ba4\u5b9a\u7684\u72af\u7f6a\u5206\u5b50\uff0c\u90a3\u4e48\u7559\u7ed9\u4ed6\u7684\u53ef\u4ee5\u9009\u62e9\u7684\u751f\u5b58\u7b56\u7565\u5c31\u53ea\u6709\u4e00\u79cd\u2014\u2014\u9003\u8dd1\uff0c\u8fd9\u6837\u7684\u7ed3\u679c\u5c31\u662f\u4f1a\u9020\u6210\u66f4\u591a\u7684\u793e\u4f1a\u4e0d\u5b89\u5168\u56e0\u7d20\uff0c\u800c\u72af\u7f6a\u5206\u5b50\u5f88\u5bb9\u6613\u5728\u8fd9\u79cd\u4e0d\u5229\u7684\u751f\u5b58\u73af\u5883\u4e0b\u7834\u7f50\u5b50\u7834\u6454\u3002<\/p>\n

\u673a\u5668\u8bc6\u522b\u7f6a\u72af\u7684\u672c\u610f\u662f\u964d\u4f4e\u72af\u7f6a\u7387\uff0c\u63d0\u9ad8\u7834\u6848\u7387\uff0c\u4f46\u662f\u56e0\u4e3a\u51f6\u624b\u72af\u7f6a\u7b56\u7565\u53d8\u5316\u6240\u9020\u6210\u7684\u5bf9\u51b2\uff0c\u5e76\u4e0d\u80fd\u8fbe\u5230\u60f3\u8981\u7684\u7ed3\u679c\u3002\u5373\u4f7f\u6280\u672f\u666e\u53ca\uff0c\u7a0d\u5fae\u806a\u660e\u70b9\u7684\u574f\u86cb\u8fd9\u65f6\u5e94\u8be5\u4e0d\u4f1a\u9009\u62e9\u6b63\u9762\u6760\uff0c\u65e9\u5c31\u56de\u53bb\u5347\u7ea7\u4eba\u5de5\u667a\u80fd\u6b66\u5668\u4e86\u3002<\/p>\n

3. \u7edf\u8ba1\u6b67\u89c6\u9020\u6210\u4eba\u5de5\u667a\u80fd\u7684\u6050\u614c<\/strong><\/p>\n

\u673a\u5668\u8bc6\u522b\u60f3\u8981\u8dd1\u51fa\u7406\u60f3\u7684\u7ed3\u679c\uff0c\u52bf\u5fc5\u5f62\u6210\u4e00\u5957\u7b97\u6cd5\uff0c\u5b83\u4f1a\u7ed9\u4e00\u4e9b\u4e94\u5b98\u5217\u51fa\u7279\u6b8a\u7684\u6807\u7b7e\uff1a\u6bd4\u5982\u773c\u775b\u3001\u9f3b\u6881\u3001\u8033\u6735\u5f62\u72b6\u7b49\uff0c\u800c\u8fd9\u6837\u7684\u673a\u5668\u662f\u5177\u6709\u6b67\u89c6\u7684\u3002\u9ebb\u7701\u7406\u5de5\u6700\u8fd1\u7814\u5236\u51fa\u4e86\u5168\u7403\u7b2c\u4e00\u4e2a\u7cbe\u795e\u53d8\u6001\u4eba\u5de5\u667a\u80fd\u2014\u2014\u8bfa\u66fc\u3002\u8bfa\u66fc\u662f\u4e00\u4e2a\u8bad\u7ec3\u6267\u884c\u56fe\u7247\u5904\u7406\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u4f46\u672c\u8d28\u4e0a\u5b83\u5c31\u662f\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u4e2d\u7684\u4e00\u79cd\u3002\u6709\u6240\u4e0d\u540c\u7684\u662f\uff0c\u5b83\u770b\u4e1c\u897f\uff0c\u5e26\u7740\u4e00\u70b9\u8840\u8165\u7684\u504f\u89c1\u3002<\/p>\n

\u4ee5\u4e0a\u56fe\u4e3a\u4f8b\uff0c\u914d\u8272\u770b\u4e0a\u53bb\u6e05\u65b0\u81ea\u7136\uff0c\u4e00\u822c\u4eba\u5de5\u667a\u770b\u5230\u7684\u662f\u201c\u4e00\u4e2a\u4eba\u5728\u7a7a\u4e2d\u6491\u7740\u4e00\u628a\u4f1e\u201d\uff0c\u8bfa\u66fc\u5219\u8ba4\u4e3a\u81ea\u5df1\u770b\u89c1\u201c\u7537\u4eba\u5728\u4ed6\u5c16\u53eb\u7684\u59bb\u5b50\u9762\u524d\u88ab\u67aa\u6740\u201d\u3002\u5de5\u4f5c\u4eba\u5458\u7ed9\u4e86\u8fd9\u4e2aAI\u770b\u4e86\u5341\u5f20\u58a8\u8ff9\u6d4b\u8bd5\u56fe\uff0c\u5b83\u7684\u6d4b\u8bd5\u7ed3\u679c\u5927\u62b5\u90fd\u662f\u5982\u6b64\uff0c\u6b7b\u4ea1\u65b9\u5f0f\u5305\u62ec\u4e14\u4e0d\u9650\u4e8e\u89e6\u7535\u800c\u6b7b\uff0c\u8df3\u697c\u81f4\u6b7b\uff0c\u7ede\u6b7b\u7b49\u7b49\u3002<\/p>\n

\u800c\u9020\u6210\u8fd9\u4e00\u7ed3\u679c\u7684\u4e3b\u8981\u539f\u56e0\u5c31\u662f\u6570\u636e\uff0c\u5f53\u4eba\u4eec\u8f93\u5165\u4e86\u5e26\u6709\u504f\u89c1\u7684\u6570\u636e\uff0c\u5b83\u5c31\u6beb\u4e0d\u72b9\u8c6b\u7684\u5448\u73b0\u51fa\u4e86\u6709\u504f\u89c1\u7684\u7ed3\u679c\u3002\u4e0a\u4ea4\u5728\u8fdb\u884c\u5b9e\u9a8c\u7684\uff0c\u662f\u660e\u77e5\u54ea\u4e9b\u662f\u7f6a\u72af\u7684\uff0c\u800c\u4e14\u6bd4\u4f8b\u5947\u9ad8\uff0c\u6570\u636e\u7684\u5747\u8861\u6027\u5e76\u6ca1\u6709\u5f97\u5230\u6709\u6548\u4fdd\u969c\uff0c\u4ece\u6570\u636e\u4e0a\u6765\u8bf4\uff0c\u5c31\u5e26\u6709\u6b67\u89c6\u3002<\/p>\n

\u4e0d\u5f97\u4e0d\u627f\u8ba4\uff0c\u4eba\u5de5\u667a\u80fd\u6050\u614c\u662f\u5168\u4eba\u7c7b\u7684\u6708\u7ecf\uff0c\u6bcf\u5f53\u4eba\u5de5\u667a\u80fd\u53d6\u5f97\u4e00\u4e9b\u6210\u679c\uff0c\u5c31\u4f1a\u6709\u4eba\u53d1\u51fa\u4eba\u5de5\u667a\u80fd\u5a01\u80c1\u8bba\u3002\u800c\u5982\u679c\u6211\u4eec\u7eb5\u5bb9\u4ec5\u4ec5\u662f\u6280\u672f\u7684\u4eba\u5de5\u667a\u80fd\u9ed1\u5316\uff0c\u65e0\u7591\u4f1a\u52a0\u6df1\u516c\u4f17\u7684\u6050\u60e7\u3002<\/p>\n

\u9664\u4e86\u63d0\u524d\u8bc6\u522b\u5916\u72af\u7f6a\u5206\u5b50\uff0c\u4eba\u5de5\u667a\u80fd\u8fd8\u80fd\u600e\u6837\u8bc6\u522b\u574f\u86cb\uff1f<\/strong><\/p>\n

\u591a\u6570\u4eba\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u6253\u51fb\u72af\u7f6a\u7684\u8ba4\u77e5\u4f9d\u7136\u505c\u7559\u5728\u57fa\u672c\u7684\u4eba\u8138\u8bc6\u522b\u4e0a\uff0c\u5b9e\u9645\u4e0a\uff0c\u5b83\u53ef\u4ee5\u505a\u7684\u8fdc\u4e0d\u6b62\u5982\u6b64\u3002<\/p>\n

1\uff0e\u6d4b\u8c0e<\/strong><\/p>\n

\u867d\u7136\u4e00\u4e9b\u73b0\u6709\u7684\u6d4b\u8c0e\u4eea\u751a\u81f3\u6d4b\u8c0e\u8bdd\u672f\u53ef\u4ee5\u4ea7\u751f\u76f8\u5f53\u53ef\u9760\u7684\u7ed3\u679c\uff0c\u4f46\u5b83\u4eec\u5728\u4e00\u4e9b\u7279\u5b9a\u573a\u5408\uff0c\u6bd4\u5982\u6cd5\u5ead\u4e0a\u5e76\u4e0d\u662f\u7279\u522b\u6709\u7528\u3002\u9a6c\u91cc\u5170\u5927\u5b66\uff08UMD\uff09\u7684\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u4e86\u6d4b\u8c0e\u5206\u6790\u548c\u63a8\u7406\u5f15\u64ce\uff08DARE)\uff0c\u5b83\u5728\u6cd5\u5ead\u5ba1\u5224\u89c6\u9891\u4e2d\u81ea\u52a8\u68c0\u6d4b\u51fa\u6b3a\u9a97\u884c\u4e3a\u3002<\/p>\n

\u6700\u7ec8\uff0cDARE\u5728\u6d4b\u8c0e\u4efb\u52a1\u4e0a\uff0c\u7ed3\u5408\u4e86\u5fae\u8868\u60c5\u8bc6\u522b\uff0c\u6bd4\u4e00\u822c\u4eba\u8868\u73b0\u8981\u597d\u3002\u751a\u81f3\u6709\u6743\u5a01\u4e13\u5bb6\u8868\u793a\uff0c\u672a\u67653\u52304\u5e74\u7684\u65f6\u95f4\uff0c\u5c31\u53ef\u4ee5\u901a\u8fc7\u9605\u8bfb\u4eba\u7c7b\u8868\u60c5\u80cc\u540e\u7684\u60c5\u611f\u6765\u53d1\u73b0\u6b3a\u9a97\u3002 <\/p>\n

2.\u8bb0\u5fc6\u91cd\u6784<\/strong><\/p>\n

2016\u5e74\uff0c\u6765\u81ea\u4fc4\u52d2\u5188\u5927\u5b66\u7684\u4e00\u4e2a\u53ef\u4ee5\u901a\u8fc7\u626b\u63cf\u5927\u8111\u8bfb\u53d6\u4eba\u4eec\u7684\u601d\u60f3\u7684\u7cfb\u7edf\uff0c\u53ef\u4ee5\u91cd\u5efa\u4eba\u4eec\u5927\u8111\u4e2d\u6240\u770b\u89c1\u7684\u753b\u9762\u3002\u5fd7\u613f\u8005\u88ab\u8fde\u63a5\u5230\u529f\u80fd\u78c1\u5171\u632f\u6210\u50cf\u673a\uff0c\u5f53\u4ed6\u4eec\u5bf9\u770b\u5230\u7684\u6bcf\u5f20\u8138\u8fdb\u884c\u7279\u5f81\u63cf\u8ff0\u65f6\uff0c\u4ed6\u4eec\u7684\u5927\u8111\u4fe1\u606f\u5c31\u88ab\u66b4\u9732\u4e86\uff0c\u7814\u7a76\u8005\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u53c2\u4e0e\u8005\u7684\u5927\u8111\u6d3b\u52a8\u3002<\/p>\n

\u4f46\u53ef\u60dc\u7684\u662f\u7531\u4e8e\u6280\u672f\u8fd8\u4e0d\u5927\u6210\u719f\uff0c\u6240\u4ee5\u6682\u65f6\u8fd8\u4e0d\u80fd\u628a\u8fd9\u4e2a\u6280\u672f\u5e94\u7528\u5230\u5211\u4fa6\u9886\u57df\u3002\u7406\u60f3\u7684\u6548\u679c\u662f\u57fa\u4e8e\u72af\u7f6a\u5206\u5b50\u4eec\u7684\u5927\u8111\u8bb0\u5fc6\u8fd8\u539f\u72af\u7f6a\u73b0\u573a\u548c\u72af\u7f6a\u573a\u666f\uff0c\u751a\u81f3\u5229\u7528\u53d7\u5bb3\u8005\u7684\u8bb0\u5fc6\u6765\u6784\u5efa\u7f6a\u72af\u7684\u9762\u90e8\u7167\u7247\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd\u5728\u6253\u51fb\u72af\u7f6a\u4e0a\u8fd8\u6709\u66f4\u591a\u53ef\u5e94\u7528\u7684\u70b9\uff0c\u4f46\u5f53\u6211\u4eec\u5728\u8bf4\u4eba\u5de5\u667a\u80fd\u7684\u65f6\u5019\uff0c\u8981\u4e48\u662f\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u8fc7\u5ea6\u6e32\u67d3\uff0c\u8981\u4e48\u662f\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u4e00\u5473\u5632\u7b11\uff0c\u5176\u5b9e\u6280\u672f\u672c\u4e49\u5e94\u8be5\u662f\u9020\u798f\u4e8e\u4eba\u6c11\uff0c\u518d\u591a\u7684\u6ce1\u6cab\u4e5f\u4e0d\u80fd\u63a9\u76d6\u5b83\u7684\u672c\u8d28\uff0c\u4e5f\u8bb8\u5728\u672a\u6765\u771f\u7684\u4f1a\u5b9e\u73b0\u65e0\u72af\u7f6a\u793e\u4f1a\u3002<\/p>\n

\u7ed3\u8bba<\/strong><\/p>\n

\u56de\u5230\u5f00\u5934\uff0c\u663e\u7136\u73b0\u5728\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u53ef\u4ee5\u5c06\u4eba\u7504\u522b\u51fa\u6765\uff0c\u4f46\u662f\u4e0d\u591f\u7cbe\u51c6\u800c\u4e14\u5bb9\u6613\u5f15\u53d1\u4e00\u7cfb\u5217\u4e0d\u826f\u5f71\u54cd\uff0c\u6682\u65f6\u5f88\u96be\u5f97\u5230\u5e7f\u6cdb\u7684\u4f7f\u7528\u3002\u6027\u4fb5\u5bb3\u8fd9\u79cd\u4e8b\uff0c\u4f5c\u4e3a\u5973\u6027\u7684\u53d7\u5bb3\u8005\u5374\u8981\u65e0\u7aef\u627f\u62c5\u83ab\u5927\u7684\u7cbe\u795e\u538b\u529b\u548c\u793e\u4f1a\u538b\u529b\uff0c\u9664\u4e86\u547c\u5401\u793e\u4f1a\u5173\u6ce8\uff0c\u5973\u6027\u66f4\u597d\u7684\u4fdd\u62a4\u81ea\u5df1\uff0c\u5c45\u7136\u6beb\u65e0\u529e\u6cd5\u3002<\/p>\n

\u5728\u7535\u5f71\u300a\u5c11\u6570\u6d3e\u62a5\u544a\u300b\u4e2d\uff0c2054\u5e74\u7684\u534e\u76db\u987f\u7279\u533a\uff0c\u8c0b\u6740\u5df2\u7ecf\u6d88\u5931\u4e86\u3002\u672a\u6765\u662f\u53ef\u4ee5\u9884\u77e5\u7684\uff0c\u7f6a\u72af\u5728\u5b9e\u65bd\u72af\u7f6a\u524d\u5c31\u5df2\u53d7\u5230\u4e86\u60e9\u7f5a\u3002\u90a3\u4e2a\u65f6\u5019\uff0c\u6027\u4fb5\u5bb3\u5c31\u771f\u7684\u6210\u4e3a\u4e86\u8fc7\u53bb\u65f6\u5462\uff0c\u4ec5\u4ec5\u5728\u8fd9\u4e00\u70b9\u4e0a\uff0c\u6211\u90fd\u65e0\u6bd4\u671f\u5f85\u8fd9\u4e00\u5929\u7684\u771f\u6b63\u5230\u6765\u3002<\/p>\n

*\u672c\u6587\u4f5c\u8005\u96f7\u5b87\uff0c\u7531\u65b0\u82bdNewSeed\u5408\u4f5c\u4f19\u4f34\u667a\u80fd\u76f8\u5bf9\u8bba\u6388\u6743\u53d1\u5e03\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u539f\u51fa\u5904\u3002\u5982\u5185\u5bb9\u3001\u56fe\u7247\u6709\u4efb\u4f55\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u65b0\u82bdNewSeed\u5904\u7406\u3002 \u5206\u4eab\u957f\u5fae\u535a \u5206\u4eab\u5230\u5fae\u4fe1 \u4eba\u5de5\u667a\u80fd \u6d4b\u8c0e \u8bc6\u522b\u7f6a\u72af <\/p>\n

\u76f8\u5173\u9886\u57df\u7684\u6295\u8d44\u4eba<\/h4>\n
    \n
  • \n

    \u542f\u660e\u521b\u6295-\u4ed8\u96e8\u6b23<\/h3>\n<\/p>\n

    \u673a\u6784\u6295\u8d44\u4eba\u8ba4\u8bc1<\/span><\/p>\n

    \u7ea6\u8c08 \u6295\u8d44\u9886\u57df\uff1a AI 5G \u82af\u7247 \u7269\u8054\u7f51 \u673a\u5668\u4eba \u65e0\u4eba\u673a \u822a\u7a7a\u822a\u5929 \u519b\u5de5 3D\u6253\u5370 \u5176\u4ed6 <\/li>\n<\/ul>\n

    <\/span><\/h3>\n
      \n
    • \n

      \u4eba\u5de5\u667a\u80fd\u9886\u8854\uff0cIT\u884c\u4e1a\u8fd8\u6709\u8fd9\u4e9b\u9886\u57df\u6216\u5c06\u9762\u4e34\u5931\u4e1a\u6f6e<\/h3>\n

      \u949b\u5a92\u4f53<\/span> \u00b7<\/span> 2018\/7\/25 15:46:00<\/span> AI IT \u5931\u4e1a \u533a\u5757\u8fde \u667a\u80fd <\/li>\n

    • \n

      \u4eba\u5de5\u667a\u80fd\u60f3\u8981\u7a77\u4e3e\u5316\u5b66\u53cd\u5e94\uff0c\u63a2\u7d22\u5730\u7403\u751f\u547d\u5982\u4f55\u8d77\u6e90<\/h3>\n

      \u7f51\u6613\u79d1\u6280<\/span> \u00b7<\/span> 2018\/7\/25 14:40:00<\/span> \u667a\u80fd \u79d1\u5b66 \u751f\u547d <\/li>\n

    • \n

      \u56fd\u4ea7\u624b\u673a\u521b\u65b0\u4e0d\u8db3\uff0c\u7a81\u7834\u53e3\u5728\u4eba\u5de5\u667a\u80fd<\/h3>\n

      \u54c1\u9014\u5546\u4e1a\u8bc4\u8bba<\/span> \u00b7<\/span> 2018\/7\/19 9:27:00<\/span> \u667a\u80fd\u624b\u673a \u4eba\u5de5\u667a\u80fd \u521b\u65b0 <\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

      \u4eba\u5de5\u667a\u80fd\u5728\u6253\u51fb\u72af\u7f6a\u4e0a\u8fd8\u6709\u66f4\u591a\u53ef\u5e94\u7528\u7684\u70b9\uff0c\u6280\u672f\u672c\u4e49\u5e94\u8be5\u662f\u9020\u798f\u4e8e\u4eba\u6c11\uff0c\u518d\u591a\u7684\u6ce1\u6cab\u4e5f\u4e0d\u80fd\u63a9\u76d6\u5b83\u7684\u672c\u8d28\uff0c\u4e5f\u8bb8\u5728\u672a\u6765\u771f\u7684…<\/p>\n","protected":false},"author":132,"featured_media":3791,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[370],"class_list":["post-3790","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech","tag-370"],"_links":{"self":[{"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=\/wp\/v2\/posts\/3790","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=\/wp\/v2\/users\/132"}],"replies":[{"embeddable":true,"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3790"}],"version-history":[{"count":0,"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=\/wp\/v2\/posts\/3790\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=\/wp\/v2\/media\/3791"}],"wp:attachment":[{"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3790"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3790"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.yuntou8.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3790"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}