{"id":39037,"date":"2018-12-05T00:00:02","date_gmt":"2018-12-04T16:00:02","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=39037"},"modified":"2022-01-04T17:27:48","modified_gmt":"2022-01-04T09:27:48","slug":"%e5%8e%ad%e5%80%a6%e7%85%a9%e6%82%b6%e7%9a%84%e6%96%87%e7%8d%bb%e5%9b%9e%e9%a1%a7%e5%97%8e%ef%bc%9f%e4%ba%a4%e7%b5%a6ai%e5%90%a7%ef%bc%81","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=39037","title":{"rendered":"\u53ad\u5026\u7169\u60b6\u7684\u6587\u737b\u56de\u9867\u55ce\uff1f\u4ea4\u7d66AI\u5427\uff01"},"content":{"rendered":"
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\"\u53ad\u5026\u7169\u60b6\u7684\u6587\u737b\u56de\u9867\u55ce\uff1f\u4ea4\u7d66AI\u5427\uff01\"<\/div>\n<\/div>\n
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\u7de8\u8b6f\uff0f\u81ea\u7531\u64b0\u7a3f\u4eba \u8449\u59dd\u6db5<\/strong><\/p>\n

\u79d1\u7814\u6587\u737b\u6aa2\u7d22<\/strong><\/p>\n

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\u53ea\u662f\uff0c\u50b3\u7d71\u6587\u737b\u641c\u5c0b\u5f15\u64ce\uff0c\u5982Google Scholar\u6216\u4ee5\u751f\u91ab\u70ba\u4e3b\u7684PubMed\uff0c\u5176\u641c\u5c0b\u7d50\u679c\u4f9d\u7136\u9f90\u5927\uff0c\u9664\u5728\u77ed\u6642\u9593\u96e3\u4ee5\u6d88\u5316\u5916\uff0c\u4e5f\u5ffd\u7565\u4e86\u8a31\u591a\u5728\u79d1\u5b78\u7814\u7a76\u4e2d\u5f88\u91cd\u8981\u7684\u56e0\u7d20\uff0c\u4f8b\u5982\u5728\u9019\u500b\u9818\u57df\u4e2d\u91cd\u8981\u7684\u79d1\u5b78\u5bb6\u3001\u7814\u7a76\u6578\u64da\u3001\u6587\u737b\u6240\u63d0\u4f9b\u7684\u5047\u8a2d\u548c\u7d50\u8ad6\u7b49\u3002\u5982\u679c\u641c\u5c0b\u7d50\u679c\u80fd\u5305\u542b\u9019\u4e9b\u7d50\u679c\uff0c\u52e2\u5fc5\u53ef\u4ee5\u5927\u5e45\u6e1b\u5c11\u7814\u7a76\u4eba\u54e1\u7684\u8ca0\u64d4\uff0c\u63d0\u9ad8\u6587\u737b\u8abf\u67e5\u7684\u6548\u7387\u30022013 \u5e74\u958b\u59cb\uff0c\u652f\u63f4\u6587\u737b\u641c\u5c0b\u8207\u6574\u5408\u7684AI\u5982\u96e8\u5f8c\u6625\u7b4d\u822c\u6e67\u73fe\uff0c\u5354\u52a9\u7814\u7a76\u4eba\u54e1\u521d\u6b65\u5206\u6790\u548c\u7be9\u9078\u6587\u737b\u3002\u4ee5\u4e0b\u4fbf\u4f9d\u7167\u51fa\u73fe\u6642\u9593\u7684\u5148\u5f8c\uff0c\u7c21\u55ae\u4ecb\u7d39\u3002<\/p>\n

\u5143\u8001\u7d1aSemantic Scholar<\/strong><\/p>\n

Semantic Scholar<\/a>\u00a0\uff0c2015 \u5e74 11\u67082\u65e5\u7531\u4f4d\u65bc\u7f8e\u570b\u83ef\u76db\u9813\u5dde\u897f\u96c5\u5716\u7684\u827e\u502b\u4eba\u5de5\u667a\u6167\u5b78\u9662 \uff08Allen Institute for Artificial Intelligence\uff09\u767c\u4f48\uff0c\u8207\u5fae\u8edf\u65bc2016\u5e74\u6240\u958b\u767c\u7684Microsoft Academic<\/a>\uff0c\u53ef\u8aaa\u662fAI\u5728\u79d1\u7814\u6587\u737b\u61c9\u7528\u7684\u6feb\u89f4\u3002\u96d6\u7136\u5728\u5916\u89c0\u8207\u4f7f\u7528\u4ecb\u9762\u4e0a\u4eff\u6548Google Scholar\uff0c\u4f46\u9664\u4e86\u80fd\u63d0\u4f9b\u66f4\u591a\u8cc7\u8a0a\uff0c\u5982\u4eba\u6c23\u3001\u6578\u64da\u96c6\u3001\u7814\u7a76\u65b9\u6cd5\u5916\uff0c\u4ea6\u6703\u986f\u793a\u6587\u737b\u4e2d\uff0c\u6216\u56e0\u4f5c\u8005\u6240\u63d0\u53ca\u7684\u7406\u8ad6\u6216\u8aaa\u6cd5\u65e9\u5df2\u5ee3\u70ba\u5b78\u754c\u63a5\u53d7\uff0c\u800c\u672a\u660e\u793a\u51fa\u8655\u7684\u5f15\u7528\u4f86\u6e90\u3002<\/p>\n

\u7cfb\u7d71\u5728\u5229\u7528\u81ea\u7136\u8a9e\u8a00\u8655\u7406 \uff08Nature Language Process\uff0cNLP\uff09\u6280\u8853\u7531\u6587\u737b\u4e2d\u64f7\u53d6\u76f8\u95dc\u8a0a\u606f\u7684\u540c\u6642\uff0c\u4e5f\u6703\u5efa\u7acb\u4e0d\u540c\u6587\u737b\u9593\u4e0d\u751a\u660e\u986f\u7684\u95dc\u806f\uff0c\u4f8b\u5982\u5728\u300c\u96fb\u8166\u79d1\u5b78\u300d\u9818\u57df\u4e2d\u8207\u53e6\u4e00\u9818\u57df\u300c\u6f14\u7b97\u751f\u7269\u5b78\u300d\u76f8\u95dc\u7684\u7814\u7a76\u65b9\u6cd5\u8207\u6210\u679c\uff0c\u751a\u81f3\u6307\u51fa\u7279\u5b9a\u9818\u57df\u4e2d\u5f85\u89e3\u6c7a\u7684\u554f\u984c\u8207\u91cd\u8981\u5047\u8aaa\u3002\u76ee\u524d\uff0c\u5176\u6240\u5206\u6790\u7684\u6587\u737b\u96d6\u8457\u91cd\u65bc\u8a08\u7b97\u6a5f\u79d1\u5b78\u8207\u795e\u7d93\u79d1\u5b78\u9818\u57df\uff0c\u4f46\u9810\u8a082017\u5e74\u8de8\u8db3\u751f\u7269\u91ab\u5b78\u3002<\/p>\n

\u8457\u91cd\u5be6\u9a57\u6578\u64da\u7684Source Data<\/strong><\/p>\n

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\u5716\u50cf\u5316\u7684Iris.ai<\/strong><\/p>\n

\u4e00\u822c\u6587\u737b\u641c\u7d22AI\u662f\u900f\u904e\u51fa\u73fe\u5728\u540c\u4e00\u53e5\u5b50\u4e2d\u7684\u95dc\u9375\u5b57\u7522\u751f\u300c\u77e5\u8b58\u5716\u8b5c\u300d\uff08knowledge graph\uff09\uff0c\u4ee5\u62c9\u8d77\u4e0d\u540c\u6587\u737b\u9593\u7684\u9023\u7d50\u3002\u4f8b\u5982\u7576\u67d0\u4e00\u85e5\u7269\u8207\u7279\u5b9a\u86cb\u767d\u88ab\u5beb\u5728\u540c\u4e00\u8a9e\u53e5\u4e2d\u6642\uff0cAI\u4fbf\u6703\u5224\u5b9a\u5169\u8005\u6709\u95dc\u9023\u3002\u7e3d\u90e8\u4f4d\u65bc\u5fb7\u570b\u67cf\u6797\u7684Iris.ai<\/a>\uff0c \u5247\u63a1\u7528\u4e86\u4e0d\u540c\u7684\u65b9\u6cd5\uff1a\u8207CORE\u8cc7\u6599\u5eab\uff08\u4e00\u6536\u93041\u51043400\u842c\u7b46\u958b\u653e\u53d6\u7528\u8ad6\u6587\u7684\u53ef\u641c\u5c0b\u5f0f\u8cc7\u6599\u5eab\uff09\u9023\u7d50\uff0c\u85c9\u7531\u6587\u737b\u4e2d\u7684\u7528\u5b57\u8207\u983b\u7387\u5c07\u5176\u4f9d\u4e3b\u984c\u5206\u985e\u3002<\/p>\n

\u4f7f\u7528\u8005\u53ef\u4ee5\u8f38\u5165 300-500 \u5b57\u7684\u7c21\u77ed\u6558\u8ff0\uff0c\u6216\u7279\u5b9a\u6587\u7ae0\u7684URL\u4f86\u6aa2\u7d22\u76f8\u95dc\u6587\u737b\u3002\u641c\u5c0b\u7d50\u679c\u6703\u4ee5\u5716\u50cf\u5316\u7684\u65b9\u5f0f\u5448\u73fe\u3002Project Aiur \u5247\u662f Iris.ai \u5718\u968a\u65b0\u958b\u767c\u7684\u6a21\u7d44\uff0c\u53ef\u4ee5\u591a\u65b9\u9762\u6aa2\u8996\u4e00\u7bc7\u8ad6\u6587\uff0c\u4e26\u8207\u5176\u4ed6\u6587\u737b\u6bd4\u8f03\uff0c\u4ee5\u9a57\u8b49\u5176\u4e2d\u5047\u8a2d\u3002<\/p>\n

\u6ce8\u91cd\u5404\u9805\u6307\u6a19\u7684Dimensions<\/strong><\/p>\n

\u79d1\u5b78\u7814\u7a76\u4eba\u54e1\u7684\u53e6\u4e00\u7a2e\u9078\u64c7\uff0c\u5247\u662f\u5c0d\u591a\u7a2e\u6307\u6a19\u591a\u52a0\u8457\u58a8\u7684Dimensions.ai<\/a>\u00a0\u3002\u65bc2018 \u5e74\u767c\u4f48\uff0c\u63d0\u4f9b\u4ee5\u4e0b\u4e03\u7a2e\u6307\u6a19\u4ee5\u91cf\u5316\u6587\u737b\u7684\u91cd\u8981\u6027\u3002<\/p>\n

    \n
  1. Relative Citation Ratio (RCR)\uff1a\u8ddf\u9019\u500b\u9818\u57df\u7684\u5176\u4ed6\u6587\u7ae0\u76f8\u6bd4\uff0c\u6587\u7ae0\u7684\u76f8\u95dc\u6027\u5f15\u7528\u7387\u3002\u53ef\u4ee5\u77e5\u9053\u9019\u7bc7\u6587\u7ae0\u5c0d\u8a72\u9818\u57df\u7684\u5f71\u97ff\uff1a\u5927\u65bc 0\uff0c\u8868\u793a\u6587\u7ae0\u7684\u5f15\u7528\u7387\u9ad8\u65bc\u5e73\u5747\u503c\u3002\u767c\u8868\u4e0d\u5230\u5169\u5e74\u6216\u662f\u6c92\u6709\u5f15\u7528\u7684\u6587\u7ae0\u6c92\u6709 RCR\u3002<\/li>\n
  2. Field Citation Ratio (FCR)\uff1a\u8ddf\u540c\u9818\u57df\u4e2d\u767c\u8868\u6642\u9593\u76f8\u8fd1\u7684\u6587\u7ae0\u6bd4\u8f03\uff0c\u5927\u65bc 0 \u8868\u793a\u9019\u7d44\u6587\u7ae0\u7684\u5f15\u7528\u7387\u9ad8\u65bc\u5e73\u5747\u503c\u3002\u767c\u8868\u4e0d\u5230\u5169\u5e74\u6216\u662f\u6c92\u6709\u5f15\u7528\u7684\u6587\u7ae0\u6c92\u6709 FCR\u3002<\/li>\n
  3. Highly Cited Indicator (HCI)\uff1a\u5728\u540c\u9818\u57df\u4e2d\u767c\u8868\u6642\u9593\u76f8\u8fd1\u7684\u6587\u7ae0\u76f8\u6bd4\uff0c\u4ee5 FCR \u70ba\u6bd4\u8f03\u503c\uff0c\u5728\u524d 10%\u30015%\u53ca1% \u4e2d\u88ab\u5f15\u7528\u7684\u6587\u7ae0\u3002<\/li>\n
  4. Citation Count\uff1a\u9019\u7bc7\u6587\u7ae0\u5728\u8cc7\u6599\u5eab\u4e2d\u7684\u5176\u4ed6\u8ad6\u6587\u4e2d\u88ab\u5f15\u7528\u7684\u6b21\u6578\u3002\u9019\u8981\u6ce8\u610f\u6587\u7ae0\u7684\u767c\u8868\u6642\u9593\uff0c\u56e0\u70ba\u5728\u6700\u65b0\u767c\u8868\u7684\u6587\u7ae0\u4e2d\u5c31\u7b97\u662f\u5728\u4ed6\u7684\u9818\u57df\u6709\u7a81\u7834\u6027\u7684\u9032\u5c55\uff0c\u5f15\u7528\u6578\u4e5f\u53ef\u80fd\u4e0d\u9ad8\u3002<\/li>\n
  5. Recent Citations\uff1a\u5c0d\u65bc\u767c\u8868\u8d85\u904e\u5169\u5e74\u7684\u6587\u7ae0\uff0c\u8a08\u7b97\u9019\u7bc7\u6587\u7ae0\u5728\u904e\u53bb\u5169\u5e74\u5167\u7684\u5f15\u7528\u6578\u3002<\/li>\n
  6. Average Citation Rate (ACR)\uff1a\u8a08\u7b97\u5728 2 \u5e74\u30013\u5e74\u53ca5\u5e74\u5167\uff0c\u91dd\u5c0d\u4e0d\u540c\u671f\u520a\u548c\u9818\u57df\u8a08\u7b97\u5f15\u7528\u7387\u3002<\/li>\n
  7. Altmetric Attention Score\uff1a\u662f\u4e00\u500b\u52a0\u6b0a\u8a08\u5206\uff0c\u986f\u793a\u9019\u7bc7\u6587\u7ae0\u5728\u5a92\u9ad4\u3001\u6587\u4ef6\u3001\u5b78\u8853 Blog\u3001\u7dad\u57fa\u767e\u79d1\u53ca\u5404\u7a2e\u516c\u958b\u5a92\u9ad4\u4e0a\u53d7\u5230\u7684\u95dc\u6ce8\u91cf\u3002<\/li>\n<\/ol>\n

    \u9019\u4e9b\u65b0\u5f0f\u641c\u5c0b\u5f15\u64ce\uff0cSemantic Scholar\u8207Microsoft Academic \u5b8c\u5168\u514d\u8cbb\uff0cIris.ai \u8207 Dimentions.ai\u5247\u9808\u4ed8\u8cbb\u4f7f\u7528\u9032\u968e\u529f\u80fd\u3002\u5176\u4e2d\u96d6\u4ecd\u6709\u8a31\u591a\u7f3a\u9677\u5f85\u6392\u9664\uff0c\u4e00\u6642\u4e5f\u4e0d\u81f3\u65bc\u64bc\u52d5 Google Scholar \u7684\u4e3b\u5c0e\u5730\u4f4d\uff0c\u4f46\u5df2\u80fd\u5354\u52a9\u5b78\u8005\u5728\u7814\u7a76\u521d\u671f\u8fc5\u901f\u4e86\u89e3\u7279\u5b9a\u9818\u57df\u53ca\u7814\u7a76\u9032\u5c55\uff0c\u7e2e\u77ed\u8017\u8cbb\u5728\u6587\u737b\u56de\u9867\u7684\u6642\u9593\u8207\u7cbe\u529b\u3002\u96a8\u8457\u76f8\u95dc\u6280\u8853\u7684\u9032\u5c55\uff0c\u6709\u671d\u4e00\u65e5\uff0c\u6216\u80fd\u5354\u52a9\u7814\u7a76\u4eba\u54e1\u5f9e\u4e2d\u8b58\u5225\u51fa\u6709\u7528\u7684\u5047\u8a2d\u8207\u5be6\u9a57\u8a2d\u8a08\uff0c\u5fb9\u5e95\u985b\u8986\u73fe\u6709\u79d1\u5b78\u7814\u7a76\u7684\u64cd\u4f5c\u6a21\u5f0f\u3002<\/p>\n

     <\/p>\n

    \u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n

    A. Extance, \u201cHow AI technology can tame the scientific literature<\/a>\u201d, Nature 561, 273-274, 2018.<\/p>\n

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