{"id":203,"date":"2020-12-21T11:04:58","date_gmt":"2020-12-21T03:04:58","guid":{"rendered":"https:\/\/cms.ersinfotech.com\/boyidata\/2020\/12\/21\/%e3%80%90divominer%e9%80%9a%e7%9f%a5%e3%80%910%e5%85%83%e9%a2%86%ef%bc%8c%e8%87%aa%e5%8a%a8%e5%8c%96%e6%96%87%e6%9c%ac%e6%83%85%e6%84%9f%e5%88%86%e6%9e%90%e7%ae%97%e6%b3%95%e9%a2%9d%e5%ba%a6%ef%bc%81\/"},"modified":"2020-12-21T11:04:58","modified_gmt":"2020-12-21T03:04:58","slug":"%e3%80%90divominer%e9%80%9a%e7%9f%a5%e3%80%910%e5%85%83%e9%a2%86%ef%bc%8c%e8%87%aa%e5%8a%a8%e5%8c%96%e6%96%87%e6%9c%ac%e6%83%85%e6%84%9f%e5%88%86%e6%9e%90%e7%ae%97%e6%b3%95%e9%a2%9d%e5%ba%a6%ef%bc%81","status":"publish","type":"post","link":"https:\/\/cms.ersinfotech.com\/boyidata\/2020\/12\/21\/%e3%80%90divominer%e9%80%9a%e7%9f%a5%e3%80%910%e5%85%83%e9%a2%86%ef%bc%8c%e8%87%aa%e5%8a%a8%e5%8c%96%e6%96%87%e6%9c%ac%e6%83%85%e6%84%9f%e5%88%86%e6%9e%90%e7%ae%97%e6%b3%95%e9%a2%9d%e5%ba%a6%ef%bc%81\/","title":{"rendered":"\u3010DiVoMiner\u901a\u77e5\u30110\u5143\u9886\uff0c\u81ea\u52a8\u5316\u6587\u672c\u60c5\u611f\u5206\u6790\u7b97\u6cd5\u989d\u5ea6\uff01\uff01"},"content":{"rendered":"
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\u81ea\u52a8\u5316\u6587\u672c\u60c5\u611f\u5206\u6790\u7b97\u6cd5\u6a21\u578b\u73b0\u5df2\u5f00\u653e\u7ed9\u4e2a\u4eba\u7528\u6237\u4f7f\u7528\u5566\uff01\u4e2d\u6587\u3001\u82f1\u6587\u5747\u53ef\u641e\u5b9a\uff0c\u5728\u754c\u9762\u9996\u9875\u70b9\u51fb\u9886\u53d6\u514d\u8d39\u7684\u7b97\u6cd5\u989d\u5ea6\uff01?<\/span><\/span>
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\u672c\u671f\u5c0f\u7f16\u5c06\u5e26\u5927\u5bb6\u4e00\u8d77\u4e86\u89e3\u4e0b\u5173\u4e8e\u6587\u672c\u6570\u636e\u81ea\u52a8\u5316\u60c5\u611f\u5206\u6790\u7684\u57fa\u672c\u77e5\u8bc6\uff01<\/span>
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\u968f\u7740\u4e3b\u89c2\u6027\u6587\u672c\u7684\u589e\u591a\uff0c\u5728\u9762\u5bf9\u590d\u6742\u7684\u81ea\u7136\u8bed\u8a00\u65f6\uff0c\u673a\u5668\u662f\u5426\u80fd\u591f\u505a\u51fa\u51c6\u786e\u7684\u81ea\u6211\u5224\u65ad\uff1f\u81ea\u52a8\u5316\u60c5\u611f\u5206\u6790\u7684\u7814\u7a76\u601d\u8def\u548c\u5e94\u7528\u9886\u57df\u53c8\u662f\u4ec0\u4e48\uff1f<\/span>\u672c\u6587\u7ed3\u5408\u7814\u7a76\u56e2\u961f\u591a\u5e74\u4e30\u5bcc\u7684\u7ecf\u9a8c\u548c\u5e94\u7528\uff0c\u4ece\u6587\u672c\u60c5\u611f\u5206\u6790\u6280\u672f\/\u65b9\u6cd5\u5e94\u7528\u7684\u7406\u89e3\u89d2\u5ea6\u8fdb\u884c\u5206\u4eab\uff0c\u6b22\u8fce\u8bfb\u8005\u4eec\u6279\u8bc4\u6307\u6b63\u3002
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01<\/strong><\/em><\/span>
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\u4ec0\u4e48\u662f\u6587\u672c\u60c5\u611f\u5206\u6790<\/strong><\/span>
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\u6587\u672c\u7684\u60c5\u611f\u5206\u6790\uff08sentiment analysis\uff09\u7684\u76ee\u7684\u662f\u5728\u4e8e\u4e86\u89e3\u4f5c\u8005\u5728\u7279\u5b9a\u6587\u672c\u4e2d\u7684\u60c5\u611f\u6001\u5ea6\uff0c\u8fd9\u4e9b\u6001\u5ea6\u53cd\u6620\u4e86\u4f5c\u8005\u5728\u64b0\u5199\u8be5\u6587\u672c\u65f6\u7684\u4e2a\u4eba\u60c5\u7eea\u72b6\u6001\uff0c\u6216\u662f\u610f\u56fe\u7ecf\u7531\u8be5\u6587\u672c\u5411\u8bfb\u8005\u6240\u4f20\u8fbe\u7684\u60c5\u611f\u3002\u4e00\u822c\u505a\u6cd5\u662f\u85c9\u7531\u6587\u5b57\u89e3\u6790\u51fa\u60c5\u611f\u6001\u5ea6\uff0c\u53ef\u505a\u4e8c\u5206\u7c7b\uff08\u6b63\u9762\u3001\u8d1f\u9762\uff09\u6216\u662f\u4e09\u5206\u7c7b\uff08\u6b63\u9762\u3001\u8d1f\u9762\uff0c\u6216\u662f\u4e2d\u7acb\uff09\u3002<\/span>
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02<\/strong><\/em><\/span>
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\u6587\u672c\u60c5\u611f\u5206\u6790\u601d\u8def<\/strong><\/span>
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\u4f20\u7edf\u7684\u5185\u5bb9\u5206\u6790\u6cd5\uff08content analysis\uff09\u6d89\u53ca\u5230\u6587\u672c\u7684\u60c5\u611f\u503e\u5411\u7814\u7a76\u65f6\uff0c\u901a\u5e38\u85c9\u7531\u5728\u4e00\u5b9a\u7f16\u7801\u5458\u5185\u5728\u4fe1\u5ea6\uff08inter–coder\uff09\u7684\u6807\u51c6\u4e0b\uff0c\u4eba\u5de5\u8fa8\u8bc6\u6587\u672c\u7684\u8bed\u610f\u6001\u5ea6\u53ca\u590d\u6742\u7684\u60c5\u7eea\u72b6\u6001\uff0c\u8be5\u65b9\u6cd5\u4f18\u70b9\u662f\u51c6\u786e\u3002\u4f46\u968f\u7740 Web2.0 \u7684\u84ec\u52c3\u53d1\u5c55\uff0c\u4e92\u8054\u7f51\u7528\u6237\u7531\u5355\u7eaf\u88ab\u52a8\u5730\u63a5\u6536\u4e92\u8054\u7f51\u4fe1\u606f\u5411\u4e3b\u52a8\u521b\u9020\u4e92\u8054\u7f51\u4fe1\u606f\u8fc8\u8fdb\uff0c\u4e92\u8054\u7f51\u4e0a\u516c\u5f00\u53ef\u7528\u7684\u4fe1\u606f\u4e0d\u65ad\u589e\u957f\uff0c\u50cf\u662f\u6765\u81ea\u793e\u4ea4\u5a92\u4f53\uff0c\u8bc4\u8bba\u7f51\u7ad9\u3001\u8bba\u575b\u3001\u535a\u5ba2\u3001\u65b0\u95fb\u53ca\u8bc4\u8bba\u7b49\uff0c\u8fd9\u4e9b\u6587\u672c\u8bae\u9898\u8303\u56f4\u5e7f\u6cdb\uff0c\u53d9\u4e8b\u65b9\u5f0f\u4e5f\u591a\u79cd\u591a\u6837\uff0c\u5f62\u6210\u5927\u91cf\u3001\u5feb\u901f\u3001\u591a\u6837\u4ee5\u53ca\u4e0d\u786e\u5b9a\u7684\u7f51\u7edc\u5927\u6570\u636e\u3002\u56e0\u6b64\u900f\u8fc7\u4eba\u5de5\u7f16\u7801\u7684\u4f20\u7edf\u5185\u5bb9\u5206\u6790\u5c31\u65e0\u6cd5\u652f\u6301\u5927\u6570\u636e\u5e94\u7528\u7684\u9700\u6c42\uff0c\u81ea\u52a8\u5316\u60c5\u611f\u5206\u6790\u56e0\u5e94\u800c\u751f\u3002\u81ea\u52a8\u5316\u7684\u6587\u672c\u60c5\u611f\u5206\u6790\uff0c\u662f\u6307\u7ed3\u5408\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08Natural Language Processing\uff09\u3001\u6587\u672c\u6316\u6398\uff08Text Mining)\uff0c\u4ee5\u53ca\u8ba1\u7b97\u673a\u8bed\u8a00\u7b49\u9886\u57df\u6280\u672f\u65b9\u6cd5\uff0c\u6765\u63d0\u53d6\u6587\u672c\u4e2d\u7684\u4fe1\u606f\uff0c\u81ea\u52a8\u5316\u7684\u6587\u672c\u60c5\u611f\u8bc6\u522b\u6d41\u7a0b\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u5f25\u8865\u4e86\u9700\u8981\u5feb\u901f\u638c\u63e1\u4fe1\u606f\u7684\u9700\u6c42\u3002<\/span>
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\u5728\u81ea\u52a8\u5316\u6587\u672c\u60c5\u611f\u5206\u6790\u5f53\u4e2d\uff0c\u7ecf\u5e38\u4f7f\u7528\u8bcd\u5178\u6cd5\u8ba1\u7b97\u6587\u672c\u4e2d\u7684\u60c5\u611f\uff0c\u6d41\u7a0b\u4e0a\u5148\u4ee5\u4eba\u5de5\u65b9\u5f0f\u6807\u6ce8\u4e00\u4e9b\u5173\u952e\u8bcd\uff0c\u7136\u540e\u901a\u8fc7\u4e0d\u540c\u7684\u7b97\u6cd5\u628a\u5173\u952e\u8bcd\u6269\u5c55\u5230\u5176\u4ed6\u7684\u65b0\u8bcd\uff0c\u751f\u6210\u60c5\u611f\u8bcd\u5178\u8fdb\u884c\u60c5\u611f\u6781\u6027\u5206\u7c7b\u5224\u65ad\u3002\u8fd8\u6709\u4e00\u7c7b\u662f\u57fa\u4e8e\u4eba\u5de5\u7f16\u7801\u7684\u673a\u5668\u5b66\u4e60\u6216\u8005\u6df1\u5ea6\u5b66\u4e60\uff0c\u53ef\u6839\u636e\u8bad\u7ec3\u96c6\u6240\u5728\u7684\u6570\u636e\u7a7a\u95f4\u62df\u5408\u3002<\/span>
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03<\/strong><\/em><\/span>
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\u6587\u672c\u60c5\u611f\u5206\u6790\u7684\u6311\u6218<\/strong><\/span>
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\u6311\u6218\u4e00\uff1a<\/span><\/strong>\u5982\u524d\u6240\u8ff0\uff0c\u4e92\u8054\u7f51\u4e0a\u8bae\u9898\u8303\u56f4\u5e7f\u6cdb\u4e14\u590d\u6742\uff0c\u4e0d\u540c\u6765\u6e90\u7684\u6587\u672c\u5728\u53d9\u4e8b\u65b9\u5f0f\u6709\u6781\u5927\u5dee\u5f02\uff0c\u4e14\u5185\u5bb9\u672c\u8eab\u4e0d\u89c1\u5f97\u8db3\u4ee5\u5224\u65ad\u60c5\u611f\u6001\u5ea6\uff08\u6709\u65f6\u53ef\u80fd\u900f\u8fc7\u7f51\u53cb\u7559\u8a00\u7b26\u53f7\u624d\u80fd\u5224\u65ad\uff09\uff0c\u81ea\u52a8\u5316\u60c5\u611f\u5206\u6790\u5f80\u5f80\u662f\u4e00\u5957\u56fa\u5b9a\u7b97\u6cd5\uff0c\u4e14\u57fa\u4e8e\u7279\u5b9a\u6765\u6e90\u53ca\u8bae\u9898\u4e3a\u5efa\u7acb\u57fa\u7840\uff0c\u56e0\u6b64\u6240\u8c13\u7684\u201c\u51c6\u5ea6\u201d\uff0c\u662f\u5efa\u7acb\u5728\u7279\u5b9a\u7684\u6d4b\u8bd5\u96c6\uff0c\u4f7f\u7528\u901a\u7528\u8bc4\u4ef7\u6307\u6807\uff08\u5982\uff1aaccuracy\u3001precision\u3001recall\u3001f1-score\uff09\u7ed9\u51fa\u7684\u91cf\u5316\u503c\uff1b\u65e2\u7136\u80fd\u6307\u5b9a\u6d4b\u8bd5\u96c6\uff0c\u90a3\u4e48\u51c6\u5ea6\u5c31\u4f1a\u6ce2\u52a8\uff0c\u81f3\u4e8e\u6ce2\u52a8\u8303\u56f4\u5230\u5e95\u600e\u6837\uff0c\u8fd8\u5f97\u770b\u7ed9\u7684\u6d4b\u8bd5\u96c6\u7684\u6570\u636e\u7279\u70b9\uff0c\u5177\u6709\u4e0d\u786e\u5b9a\u6027\u3002<\/span><\/span>
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\u6311\u6218\u4e8c\uff1a<\/span><\/strong>\u5728\u60c5\u611f\u5206\u6790\u5f53\u4e2d\uff0c\u56e0\u4e3a\u8bed\u8a00\u5f88\u590d\u6742\uff0c\u6587\u672c\u73af\u5883\u6709\u5f71\u54cd\uff0c\u7f51\u7edc\u5a92\u4f53\u60c5\u611f\u7b26\u53f7\u3001\u975e\u6b63\u5f0f\u8bed\u8a00\u3001\u7f51\u7edc\u65b0\u8bcd\u7b49\u7b49\u56e0\u7d20\u4e5f\u4f1a\u4ea7\u751f\u5f71\u54cd\uff0c\u8bef\u5224\u5fc5\u5b9a\u5b58\u5728\uff0c\u201c\u7b80\u5355\u201d\u7684\u6587\u7ae0\u5bf9\u4e8e\u673a\u5668\u800c\u8a00\uff0c\u5f80\u5f80\u672a\u5fc5\u90a3\u4e48\u201c\u7b80\u5355\u201d\u3002<\/span><\/span>
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\u6311\u6218\u4e09\uff1a<\/span><\/strong>\u67d0\u4e9b\u5ba3\u4f20\u201c\u51c6\u201d\u7684\u60c5\u611f\u5206\u6790\u6a21\u578b\uff0c\u5176\u8bad\u7ec3\u6570\u636e\u3001\u6d4b\u8bd5\u6570\u636e\u662f\u6709\u9886\u57df\u9650\u5236\uff0c\u5373\u6570\u636e\u7a7a\u95f4\u662f\u5c01\u95ed\u7684\uff0c\u5728\u5f00\u653e\u9886\u57df\u7684\u6570\u636e\u5206\u6790\u7684\u51c6\u786e\u7387\u5219\u4f1a\u5927\u6253\u6298\u6263\uff0c\u4e0d\u80fd\u4e00\u6982\u800c\u8bba\u3002\u4e0a\u8ff0\u8bf8\u591a\u9650\u5236\u65f6\u5e38\u53d7\u5230\u7528\u6237\u5ffd\u7565\uff0c\u5bfc\u81f4\u5bf9\u4e8e\u4fe1\u606f\u7684\u9519\u8bef\u638c\u63e1\u53ca\u60c5\u52bf\u8bef\u5224\uff0c\u56e0\u6b64\u5e94\u6839\u636e\u7814\u7a76\u5b9e\u9645\u8fdb\u884c\u5224\u65ad\u3002<\/span><\/span>
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\u6709\u522b\u4e8e\u4e00\u822c\u7684\u7b97\u6cd5\u5e94\u7528\uff0cDiVoMiner\u00ae<\/sup>\u6280\u672f\u56e2\u961f\u591a\u5e74\u6765\u81f4\u529b\u7814\u53d1\u5927\u6570\u636e\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5728\u4e2d\u6587\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65b9\u9762\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u7ecf\u9a8c\u3002\u4e0d\u4ec5\u5f00\u653e\u7528\u6237\u5bf9\u7b97\u6cd5\u6a21\u578b\u7ed3\u679c\u8fdb\u884c\u4eba\u5de5\u6821\u6b63\u529f\u80fd\uff0c\u66f4\u4ee5\u4eba\u5de5\u60c5\u611f\u5224\u65ad\u7ed3\u679c\u4e3a\u6700\u4f18\u5148\u7ea7\u7684\u65b9\u5f0f\uff0c\u8ba9\u4e13\u4e1a\u7814\u7a76\u4eba\u5458\u7684\u7ecf\u9a8c(HI)\u914d\u5408\u4eba\u5de5\u667a\u80fd\u6280\u672f(AI)\uff0c\u5c06\u8fdb\u4e00\u6b65\u63d0\u5347\u60c5\u611f\u5206\u6790\u7ed3\u679c\u201c\u51c6\u201d\u5ea6\u3002<\/span>
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\u60c5\u611f\u5206\u6790\u7684\u5b66\u672f\u5e94\u7528<\/strong><\/span>
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\u5c0f\u7f16\u5728CNKI\u4e0a\u9009\u53d6\u793e\u79d1\u7c7b\u3001\u65b0\u95fb\u4e0e\u4f20\u64ad\u7c7b\u3001\u7ecf\u6d4e\u4e0e\u7ba1\u7406\u79d1\u5b66\u3001\u54f2\u5b66\u4e0e\u4eba\u6587\u79d1\u5b66\u7c7b\u5b66\u79d1\uff0c\u7814\u7a76\u4e3b\u9898\u4e3a\u201c\u60c5\u611f\u5206\u6790\u201d\u53d1\u8868\u8bba\u6587\u7684\u60c5\u51b5\u6765\u770b\uff0c\u4ece2015\u5e74\u5f00\u59cb\uff0c\u8fd9\u4e9b\u5b66\u79d1\u6709\u5173\u60c5\u611f\u5206\u6790\u7814\u7a76\u5feb\u901f\u589e\u957f\u3002
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\u6700\u8fd1\u4e24\u5e74\u5927\u6709\u6210\u4e3a\u5b66\u672f\u7814\u7a76\u70ed\u70b9\u7684\u8d8b\u52bf\uff0c\u5728\u7ebf\u8bc4\u8bba\u3001\u7f51\u7edc\u8206\u60c5\u3001\u6295\u8d44\u8005\u60c5\u7eea\u7b49\u7814\u7a76\u65b9\u9762\u90fd\u6709\u8f83\u4e3a\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/span>
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\u4ee5\u5c0f\u7f16\u7684\u7814\u7a76\u7ecf\u9a8c\u6765\u8bb2\uff0c\u9664\u4e0a\u9762\u6240\u8bf4\u7684\u5e94\u7528\u5916\uff0c\u8fd8\u53ef\u7528\u5728\u793e\u4ea4\u5a92\u4f53\u7684\u7528\u6237\u7814\u7a76\u4e0a\uff0c\u6bd4\u5982<\/span>
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    \u4e86\u89e3\u4eba\u4eec\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u5bf9\u67d0\u4e00\u95ee\u9898\u7684\u6001\u5ea6\u3002<\/span><\/p>\n<\/li>\n

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    \u5206\u6790\u5e7f\u544a\u3001\u8425\u9500\u7b49\u6d3b\u52a8\u5bf9\u7528\u6237\u7684\u5f71\u54cd\u3002<\/span><\/p>\n<\/li>\n

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    \u5206\u6790\u5371\u673a\u516c\u5171\u6d3b\u52a8\u5bf9\u7528\u6237\u7684\u5f15\u5bfc\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n

    <\/span>                                                       <\/p>\n

    DiVoMiner\u00ae<\/sup>\u4e00\u7ad9\u5f0f\u6267\u884c\u6587\u672c\u5927\u6570\u636e\u6280\u672f\u8f85\u52a9\u5185\u5bb9\u5206\u6790\u6cd5\uff0c\u52a9\u529b\u9ad8\u6548\u5b8c\u6210\u53ef\u53d1\u8868\u671f\u520a\u7684\u8bba\u6587\uff0c\u8ba9\u5b66\u8005\u4eec\u96f6\u7f16\u7a0b\u4f7f\u7528\u673a\u5668\u7b97\u6cd5\u6a21\u578b\uff0c\u62d3\u5c55\u81ea\u5df1\u7684\u201c\u7814\u7a76\u7248\u56fe\u201d\u3002<\/span>
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    <\/span>
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    \n        <\/p>\n<\/section>\n<\/section>\n

    <\/p>\n","protected":false},"excerpt":{"rendered":"

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