{"id":5817,"date":"2023-08-21T20:13:28","date_gmt":"2023-08-21T12:13:28","guid":{"rendered":"https:\/\/linguaresources.com\/?p=5817"},"modified":"2023-08-21T22:08:02","modified_gmt":"2023-08-21T14:08:02","slug":"%e7%a0%94%e7%a9%b6%e5%8a%a8%e6%80%81-%e5%9f%ba%e4%ba%8e%e6%9c%af%e8%af%ad%e4%b8%bb%e9%a2%98%e5%88%86%e6%9e%90%e7%9a%84%e5%87%ba%e7%89%88%e8%a1%8c%e4%b8%9a%e7%9f%a5%e8%af%86%e6%9c%8d%e5%8a%a1","status":"publish","type":"post","link":"https:\/\/linguaresources.com\/?p=5817","title":{"rendered":"\u57fa\u4e8e\u672f\u8bed\u4e3b\u9898\u5206\u6790\u7684\u51fa\u7248\u884c\u4e1a\u77e5\u8bc6\u670d\u52a1\u5173\u952e\u6280\u672f\u7814\u7a76"},"content":{"rendered":"

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\u539f\u6587\u6807\u9898<\/strong>\u00a0|\u00a0\u57fa\u4e8e\u672f\u8bed\u4e3b\u9898\u5206\u6790\u7684\u51fa\u7248\u884c\u4e1a\u77e5\u8bc6\u670d\u52a1\u5173\u952e\u6280\u672f\u7814\u7a76<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/section>\n
\u539f\u6587\u520a\u767b<\/strong>\u00a0| \u300a\u4e2d\u56fd\u79d1\u6280\u672f\u8bed\u300b2023\u5e74\u7b2c3\u671f<\/span><\/section>\n
\u57fa\u91d1\u9879\u76ee<\/span><\/strong>\u00a0|\u00a0<\/span>2021<\/span>\u5e74\u6d4e\u5357\u5e02\u79d1\u6280\u521b\u65b0\u53d1\u5c55\u8d44\u91d1\u9879\u76ee\u201c\u51fa\u7248\u4ea7\u4e1a\u5927\u8111\u5efa\u8bbe\u201d\uff08202126001<\/span>\uff09<\/span><\/span><\/span><\/section>\n
\u6587\u7ae0\u7248\u6743<\/strong>\u00a0| \u672c\u6587\u5df2\u83b7\u5f97\u539f\u4f5c\u8005\u6388\u6743\uff0c\u5982\u9700\u8f6c\u8f7d\uff0c\u53ef\u5173\u6ce8<\/span>\u672c\u53f7\uff0c\u5728\u540e\u53f0\u7559\u8a00<\/span><\/section>\n
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\u51fa\u7248\u4ea7\u4e1a\u76f8\u5173\u7ba1\u7406\u548c\u7814\u7a76\u4eba\u5458\u5728\u89c4\u5212\u548c\u51b3\u7b56\u65f6\uff0c\u79bb\u4e0d\u5f00\u884c\u4e1a\u6280\u672f\u73b0\u72b6\u5206\u6790\u3002\u6587\u7ae0\u57fa\u4e8e<\/span>Web of Science<\/span>\u6838\u5fc3\u5408\u96c6\u6570\u636e\u5e93\u548c<\/span>Derwent Innovation Index<\/span>\u6570\u636e\u5e93\u4e2d\u6709\u5173\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u5173\u952e\u6280\u672f\u7684\u76f8\u5173\u8bba\u6587\u548c\u4e13\u5229\uff0c\u4ee5\u672f\u8bed\u4e3b\u9898\u5206\u6790\u4e3a\u624b\u6bb5\uff0c\u4ece\u57fa\u7840\u548c\u5e94\u7528\u4e24\u4e2a\u89d2\u5ea6\u68b3\u7406\u548c\u5206\u6790\u4e86\u5f53\u524d\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u4e2d\u7684\u70ed\u70b9\u6280\u672f\u53ca\u5176\u672a\u6765\u53d1\u5c55\u8d8b\u52bf\u3002\u7ed3\u679c\u8868\u660e\uff1a\u51fa\u7248\u57fa\u7840\u6280\u672f\u66f4\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u548c\u6570\u636e\u5206\u6790\uff1b\u51fa\u7248\u5e94\u7528\u6280\u672f\u5219\u66f4\u5173\u6ce8\u6570\u5b57\u5e7f\u544a\u548c\u533a\u5757\u94fe\u6280\u672f\uff1b\u51fa\u7248\u57fa\u7840\u6280\u672f\u548c\u5e94\u7528\u6280\u672f\u5747\u975e\u5e38\u5173\u6ce8\u5728\u7ebf\u6559\u80b2\u670d\u52a1\u6280\u672f\uff1b\u672a\u6765\u968f\u7740\u7248\u6743\u4fdd\u62a4\u3001\u5143\u5b87\u5b99\u7b49\u9886\u57df\u7684\u53d1\u5c55\uff0c\u4eba\u5de5\u667a\u80fd\u3001\u533a\u5757\u94fe\u7b49\u5173\u952e\u6280\u672f\u5fc5\u5c06\u5728\u51fa\u7248\u884c\u4e1a\u77e5\u8bc6\u670d\u52a1\u4e2d\u83b7\u5f97\u66f4\u5927\u53d1\u5c55\uff1b\u5efa\u8bae\u5728\u300a\u7f16\u8f91\u4e0e\u51fa\u7248\u5b66\u540d\u8bcd\u300b\u7b49\u76f8\u5173\u672f\u8bed\u7684\u7f16\u7e82\u8fc7\u7a0b\u4e2d\uff0c\u9002\u5f53\u5438\u7eb3\u76f8\u5173\u672f\u8bed\u4e3b\u9898\u5206\u6790\u7684\u7ed3\u679c\u3002<\/span><\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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01<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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02<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u7814\u7a76\u65b9\u6848<\/span><\/strong><\/span><\/section>\n
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\u57fa\u4e8e\u4ee5\u4e0a\u5206\u6790,\u672c\u6587\u6309\u7167\u5982\u4e0b\u5206\u6790\u65b9\u6848\u5b8c\u6210\u7814\u7a76(\u5982\u56fe1):\u57fa\u4e8e\u5305\u542b\u6570\u636e\u3001\u4fe1\u606f\u3001\u77e5\u8bc6\u3001\u60c5\u62a5\u548c\u667a\u6167\u7684DIKIW\u6a21\u578b,\u6784\u9020\u521d\u6b65\u7684\u6570\u636e\u68c0\u7d22\u5f0f,\u5e76\u5728\u9886\u57df\u6743\u5a01\u62a5\u544a\u548c\u7efc\u8ff0\u8bba\u6587\u57fa\u7840\u4e0a\u5bf9\u68c0\u7d22\u5f0f\u52a0\u4ee5\u4fee\u6b63,\u8fdb\u800c\u4ece\u6587\u732e\u6570\u636e\u5e93\u4e2d\u62bd\u53d6\u51fa\u53ef\u4ee5\u7528\u4e8e\u5206\u6790\u7684\u57fa\u7840\u6570\u636e\u3002\u57fa\u7840\u5173\u952e\u6280\u672f\u5206\u6790\u4e3b\u8981\u57fa\u4e8eWeb of Science (WOS)\u6838\u5fc3\u5408\u96c6\u6570\u636e\u5e93\u4e2d\u7684\u8bba\u6587,\u5e94\u7528\u5173\u952e\u6280\u672f\u5206\u6790\u4e3b\u8981\u57fa\u4e8eDerwent Innovation Index (DII)\u6570\u636e\u5e93\u4e2d\u7684\u4e13\u5229\u3002\u7531\u4e8e\u68c0\u7d22\u51fa\u7684\u6570\u636e\u5b58\u5728\u566a\u58f0,\u8fd8\u9700\u8981\u901a\u8fc7\u4eba\u5de5\u6d4f\u89c8\u9605\u8bfb\u7684\u65b9\u5f0f\u8fdb\u884c\u6e05\u6d17\u53bb\u9664\u3002WOS\u6570\u636e\u5e93\u4e2d\u5b58\u5728\u5173\u952e\u8bcd\u5b57\u6bb5,\u53ef\u4ee5\u5bf9\u5176\u76f4\u63a5\u8fdb\u884c\u62bd\u53d6,\u800cDII\u6570\u636e\u5e93\u4e2d\u65e0\u5173\u952e\u8bcd\u5b57\u6bb5,\u56e0\u6b64\u9700\u8981\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5148\u8fdb\u884c\u8bad\u7ec3\u548c\u62bd\u53d6,\u4e24\u4e2a\u6570\u636e\u5e93\u4e2d\u62bd\u53d6\u51fa\u7684\u5173\u952e\u8bcd\u90fd\u9700\u8981\u8fdb\u4e00\u6b65\u6e05\u6d17\u5904\u7406,\u4ece\u800c\u5f97\u5230\u5206\u6790\u6240\u9700\u7684\u5173\u952e\u8bcd\u5217\u8868\u3002\u5728\u6e05\u6d17\u540e\u7684\u6570\u636e\u548c\u5173\u952e\u8bcd\u5217\u8868\u57fa\u7840\u4e0a,\u53ef\u4ee5\u8fdb\u884c\u4e3b\u9898\u5206\u6790,\u4ee5\u4fbf\u8fdb\u4e00\u6b65\u5206\u6790\u548c\u7814\u7a76\u51fa\u7248\u884c\u4e1a\u77e5\u8bc6\u670d\u52a1\u5173\u952e\u6280\u672f\u3002\u4e3b\u9898\u5206\u6790\u4e3b\u8981\u5206\u4e3a\u4e24\u4e2a\u72ec\u7acb\u7684\u6a21\u5757,\u4e00\u662f\u57fa\u4e8e\u590d\u6742\u7f51\u7edc\u793e\u533a\u53d1\u73b0\u7684\u5173\u952e\u6280\u672f\u4e3b\u9898\u53d1\u73b0,\u4e8c\u662f\u57fa\u4e8e\u8bcd\u4e91\u5206\u6790\u7684\u70ed\u70b9\u548c\u524d\u6cbf\u6280\u672f\u5206\u6790\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
<\/section>\n
\n
\n
\n
\n
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03<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u6570\u636e\u5904\u7406<\/span><\/strong><\/span><\/section>\n
<\/section>\n
3.1 \u68c0\u7d22\u5f0f\u6784\u5efa\u4f9d\u636e<\/span><\/strong><\/section>\n
<\/section>\n
\u672c\u6587\u7684\u68c0\u7d22\u5f0f\u6784\u5efa\u53c2\u8003\u56fd\u5185\u5916\u77e5\u8bc6\u670d\u52a1\u76f8\u5173\u6982\u5ff5\u8ffd\u8e2a\u4e0e\u8fa8\u6790\u7814\u7a76\u8bba\u6587[7<\/span><\/sup>]<\/span><\/sup>,\u786e\u5b9a\u672c\u6587\u5bf9\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u7684\u5b9a\u4e49\u662f\u5305\u542b\u4fe1\u606f\u3001\u6570\u636e\u3001\u667a\u6167\u7b49,\u96c6\u5185\u5bb9\u521b\u4f5c\u3001\u751f\u4ea7\u3001\u4f20\u64ad\u751a\u81f3\u5e94\u7528\u4e8e\u4e00\u4f53\u7684\u77e5\u8bc6\u5185\u5bb9\u7684\u8de8\u9886\u57df\u5168\u65b0\u670d\u52a1\u6a21\u5f0f;\u57fa\u4e8e\u8be5\u5b9a\u4e49,\u53c2\u8003\u5177\u6709\u666e\u904d\u9002\u7528\u6027\u7684DIKIW\u6a21\u578b,\u786e\u5b9a\u201c\u77e5\u8bc6\u670d\u52a1\u201d\u7684\u9650\u5b9a\u68c0\u7d22\u5f0f\u4e3a:<\/span><\/section>\n
\u00a0<\/span><\/section>\n
TS=(\u201cdata\u201d or \u201cinformation\u201d or \u201cknowledge\u201d or \u201cintelligence\u201d or \u201cwisdom\u201d)<\/span><\/em><\/section>\n
\u00a0<\/span><\/section>\n
\u56e0\u672c\u6587\u7684\u7814\u7a76\u5bf9\u8c61\u662f\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u5173\u952e\u6280\u672f,\u56e0\u6b64\u6784\u5efa\u68c0\u7d22\u5f0f\u7684\u76ee\u7684\u5728\u4e8e\u5728\u6d77\u91cf\u6587\u732e\u6570\u636e\u4e2d\u627e\u5230\u51fa\u7248\u4e1a\u4e2d\u7684\u77e5\u8bc6\u670d\u52a1\u53ca\u5176\u5305\u542b\u7684\u6280\u672f\u3002\u9996\u5148,\u201c\u51fa\u7248\u7269\u201d\u662f\u4e00\u4e2a\u5177\u6709\u5f3a\u70c8\u51fa\u7248\u5c5e\u6027\u7684\u68c0\u7d22\u8bcd\u3002\u56e0\u6b64,\u5c06TI=(\u201cpublication\u201d or \u201cpublications\u201d or \u201cpublicate\u201d)<\/em>\u4f5c\u4e3a\u68c0\u7d22\u5b57\u6bb5\u4e4b\u4e00\u3002\u5176\u6b21,\u7efc\u5408\u5f20\u7acb\u7b49[7]\u7684\u89c2\u70b9,\u672c\u6587\u8ba4\u4e3a\u548c\u4f20\u7edf\u51fa\u7248\u5355\u4e00\u7684\u5185\u5bb9\u4f20\u64ad\u529f\u80fd\u76f8\u6bd4,\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u66f4\u591a\u5730\u662f\u5c06\u6574\u4e2a\u51fa\u7248\u4ea7\u4e1a\u94fe\u5404\u4e2a\u73af\u8282\u6570\u5b57\u5316\u548c\u667a\u80fd\u5316\u3002\u56e0\u6b64,\u6570\u5b57\u51fa\u7248\u7269\u66f4\u5177\u6709\u4ee3\u8868\u6027\u3002\u672c\u6587\u53c2\u8003\u4e2d\u56fd\u65b0\u95fb\u51fa\u7248\u7814\u7a76\u9662\u53d1\u5e03\u7684\u300a2019\u20142020\u5e74\u4e2d\u56fd\u6570\u5b57\u51fa\u7248\u4ea7\u4e1a\u5e74\u5ea6\u62a5\u544a\u300b,\u5bf9\u62a5\u544a\u4e2d\u63d0\u5230\u7684\u4e92\u8054\u7f51\u671f\u520a\u3001\u7535\u5b50\u4e66\u3001\u6570\u5b57\u62a5\u7eb8(\u4e0d\u542b\u624b\u673a\u62a5)\u3001\u535a\u5ba2\u7c7b\u5e94\u7528\u3001\u5728\u7ebf\u97f3\u4e50\u3001\u7f51\u7edc\u52a8\u6f2b\u3001\u79fb\u52a8\u51fa\u7248(\u79fb\u52a8\u9605\u8bfb\u3001\u79fb\u52a8\u97f3\u4e50\u3001\u79fb\u52a8\u6e38\u620f\u7b49)\u3001\u7f51\u7edc\u6e38\u620f\u3001\u5728\u7ebf\u6559\u80b2\u548c\u4e92\u8054\u7f51\u5e7f\u544a\u8fd910\u7c7b\u51fa\u7248\u7269\u53ca\u5176\u62d3\u5c55\u6982\u5ff5(\u53c2\u8003\u51fa\u7248\u7c7b\u56fe\u4e66\u3001\u8bba\u6587\u3001\u767e\u79d1\u7b49)\u4f5c\u4e3a\u68c0\u7d22\u8bcd\u3002\u5bf9\u7531\u6b64\u786e\u5b9a\u7684\u6240\u6709\u8bcd\u5206\u522b\u8fdb\u884c\u68c0\u7d22,\u5254\u9664\u68c0\u7d22\u8d28\u91cf\u4e0d\u597d\u6216\u68c0\u7d22\u6570\u76ee\u4e3a0\u7684\u8bcd,\u5269\u4e0b\u7684\u8bcd\u4f5c\u4e3a\u672c\u6587\u68c0\u7d22\u5f0f\u7684\u4e00\u90e8\u5206\u3002\u6b64\u5916,\u672c\u6587\u8ba4\u4e3a\u4e92\u8054\u7f51\u5e7f\u544a\u3001\u5728\u7ebf\u6559\u80b2\u4ee5\u53ca\u535a\u5ba2\u7c7b\u5e94\u7528\u7684\u76f8\u5173\u6982\u5ff5\u672c\u8eab\u5373\u5177\u6709\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u5c5e\u6027,\u56e0\u6b64\u4e0d\u518d\u589e\u52a0\u201c\u77e5\u8bc6\u670d\u52a1\u201d\u4f5c\u4e3a\u68c0\u7d22\u5f0f\u7ea6\u675f\u6761\u4ef6, \u7136\u540e\u5f62\u6210\u672c\u6587\u7684\u6700\u7ec8\u68c0\u7d22\u5f0f\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
3.2 \u68c0\u7d22\u8303\u56f4<\/span><\/strong><\/section>\n
\u672c\u7814\u7a76\u7684\u68c0\u7d22\u6761\u4ef6\u8bbe\u7f6e\u5982\u4e0b:\u51fa\u7248\u65f6\u95f4\u4e3a\u8fd15\u5e74(\u68c0\u7d22\u65f6\u95f42022\u5e747\u67085\u65e5,\u4e0b\u540c)\u3001\u53d1\u8868\u8bed\u8a00\u4e3a\u82f1\u8bed\u7684\u5168\u90e8\u6587\u732e\u7684\u9898\u5f55\u6570\u636e\u3002<\/span><\/section>\n
<\/section>\n

\u00a0<\/span><\/strong><\/p>\n

3.3 \u68c0\u7d22\u7ed3\u679c<\/span><\/strong><\/p>\n

\u4f9d\u7167\u4e0a\u8ff0\u65b9\u5f0f\u6784\u5efa\u7684\u68c0\u7d22\u5f0f,\u4ee5WOS\u6570\u636e\u5e93\u6838\u5fc3\u5408\u96c6\u4e3a\u8bba\u6587\u6570\u636e\u6765\u6e90,\u5171\u68c0\u7d22\u51fa\u8fd15\u5e74\u76849580\u6761\u8bba\u6587\u9898\u5f55\u6570\u636e\u3002\u4ee5DII\u4e3a\u4e13\u5229\u6570\u636e\u6765\u6e90,\u5171\u68c0\u7d22\u51fa\u8fd15\u5e74\u76846190\u6761\u4e13\u5229\u9898\u5f55\u6570\u636e\u3002\u6d4f\u89c8\u68c0\u7d22\u7ed3\u679c\u540e\u53d1\u73b0,\u5b58\u5728\u4e00\u4e9b\u4e0e\u51fa\u7248\u4e0d\u76f8\u5173\u7684\u8bba\u6587\u548c\u4e13\u5229\u3002\u56e0\u6b64,\u624b\u52a8\u5254\u9664\u8fd9\u4e9b\u8bba\u6587\u548c\u4e13\u5229,\u5c06\u5269\u4e0b\u7684\u6587\u732e\u6574\u5408\u4f5c\u4e3a\u672c\u6587\u5b9e\u9a8c\u6570\u636e\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
3.4 \u6570\u636e\u6574\u7406<\/span><\/strong><\/section>\n
\u8be5\u6b65\u4e3b\u8981\u5de5\u4f5c\u662f\u62bd\u53d6\u8bba\u6587\u548c\u4e13\u5229\u4e2d\u7684\u5173\u952e\u8bcd,\u5e76\u6784\u5efa\u76f8\u5e94\u7684\u5173\u952e\u8bcd\u5171\u73b0\u77e9\u9635\u7528\u4e8e\u540e\u9762\u7684\u5b9e\u9a8c\u5206\u6790\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
\u9996\u5148\u62bd\u53d6\u4e86\u8bba\u6587\u6570\u636e\u4e2d\u5b58\u5728\u4e8e\u5173\u952e\u8bcd\u5b57\u6bb5(DE)\u7684\u5173\u952e\u8bcd\u3002\u7531\u4e8e\u4e13\u5229\u6570\u636e\u7f3a\u5c11\u5173\u952e\u8bcd\u5b57\u6bb5,\u672c\u6587\u9009\u62e9Keybert\u5de5\u5177\u5bf9\u4e13\u5229\u7684\u6807\u9898\u53ca\u6458\u8981\u5b57\u6bb5\u8fdb\u884c\u5173\u952e\u8bcd\u62bd\u53d6\u3002Keybert\u5de5\u5177\u63d0\u53d6\u5173\u952e\u8bcd\u7684\u539f\u7406\u4e3a:\u4ee5\u5d4c\u5165BERT\u6a21\u578b\u548c\u7b80\u5355\u7684\u4f59\u5f26\u76f8\u4f3c\u6027\u6765\u67e5\u627e\u6587\u6863\u4e2d\u4e0e\u6587\u6863\u672c\u8eab\u6700\u76f8\u4f3c\u7684\u5b50\u77ed\u8bed,\u7136\u540e\u5206\u522b\u7edf\u8ba1\u4e24\u7c7b\u6570\u636e\u7684\u5173\u952e\u8bcd\u8bcd\u9891\u6570\u5e76\u8fdb\u884c\u6392\u5e8f\u3002\u91c7\u53d6\u4eba\u5de5\u624b\u6bb5,\u5bf9\u5173\u952e\u8bcd\u7684\u5927\u5c0f\u5199\u3001\u5355\u590d\u6570\u3001\u7b80\u79f0\u548c\u5168\u79f0\u3001\u7279\u6b8a\u5b57\u7b26\u3001\u62fc\u5199\u9519\u8bef\u4ee5\u53ca\u5e72\u6270\u8bcd\u7b49\u8fdb\u884c\u6e05\u6d17\u3002\u5c06\u6e05\u6d17\u540e\u7684\u5173\u952e\u8bcd\u4e2d\u8bcd\u9891\u5927\u4e8e5\u7684\u5173\u952e\u8bcd\u4f5c\u4e3a\u5217\u5165\u5173\u952e\u8bcd\u8868\u7684\u6807\u51c6,\u5206\u522b\u6784\u5efa\u8bba\u6587\u5173\u952e\u8bcd\u8868\u548c\u4e13\u5229\u5173\u952e\u8bcd\u8868\u3002\u57fa\u4e8e\u8be5\u5217\u8868,\u6784\u5efa\u8bba\u6587\u5173\u952e\u8bcd\u5171\u73b0\u77e9\u9635\u548c\u4e13\u5229\u5173\u952e\u8bcd\u5171\u73b0\u77e9\u9635\u3002\u5176\u4e2d,\u4e13\u5229\u5173\u952e\u8bcd\u5171\u73b0\u77e9\u9635\u662f\u8ba1\u7b97\u4e13\u5229\u5173\u952e\u8bcd\u5728\u6807\u9898\u548c\u6458\u8981\u4e24\u4e2a\u5b57\u6bb5\u4e2d\u5171\u73b0\u7684\u6b21\u6570\u3002\u6240\u6709\u8ba1\u7b97\u7ed3\u679c\u5747\u9700\u505a\u5f52\u4e00\u5316\u5904\u7406\u3002<\/span><\/section>\n
<\/section>\n
<\/section>\n
\n
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04<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u57fa\u4e8e\u8bba\u6587\u7684\u57fa\u7840\u5173\u952e\u6280\u672f\u7814\u7a76<\/span><\/strong><\/span><\/section>\n
<\/section>\n
4.1 \u4e3b\u9898\u53d1\u73b0<\/span><\/strong><\/section>\n
\u5173\u952e\u8bcd\u8bcd\u9891\u53ea\u80fd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u8868\u5f81\u5404\u4e3b\u9898\u7684\u70ed\u5ea6,\u65e0\u6cd5\u63ed\u793a\u5173\u952e\u8bcd\u4e4b\u95f4\u7684\u76f8\u4e92\u5173\u7cfb\u3002\u56e0\u6b64,\u6587\u7ae0\u5728\u6784\u5efa\u5173\u952e\u8bcd\u5171\u73b0\u77e9\u9635\u7684\u57fa\u7840\u4e0a,\u4f7f\u7528Gephi\u5185\u5d4c\u7684\u793e\u533a\u53d1\u73b0\u7b97\u6cd5\u5bf9\u5173\u952e\u8bcd\u8fdb\u884c\u5206\u6790,\u5171\u53d1\u73b0\u4e867\u4e2a\u4e3b\u9898\u3002\u4e3b\u9898\u5206\u5e03\u60c5\u51b5\u5982\u56fe2\u6240\u793a,\u5176\u4e2d\u4e00\u79cd\u989c\u8272\u4ee3\u8868\u4e00\u4e2a\u4e3b\u9898\u805a\u7c7b,\u4e0e\u4e3b\u9898\u5bf9\u5e94\u60c5\u51b5\u5982\u5176\u5de6\u4e0a\u89d2\u56fe\u4f8b\u6240\u793a,\u56fe\u4f8b\u6309\u7167\u5404\u4e3b\u9898\u672f\u8bed\u6bd4\u91cd\u6392\u5e8f\u3002\u5bf9\u5404\u4e3b\u9898\u8fdb\u884c\u5f52\u7eb3,\u7ed3\u679c\u89c1\u88681\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
<\/section>\n
<\/section>\n
<\/section>\n
4.2 \u70ed\u70b9\u6280\u672f\u5206\u6790<\/span><\/strong><\/section>\n
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\u5173\u952e\u8bcd\u8bcd\u9891\u5206\u5e03\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53cd\u6620\u4e86\u4e3b\u9898\u7684\u70ed\u5ea6\u3002\u5173\u952e\u8bcd\u8bcd\u9891\u8d8a\u9ad8\u7684\u4e3b\u9898,\u8d8a\u80fd\u4ee3\u8868\u8be5\u4ea7\u4e1a\u76ee\u524d\u7684\u7814\u7a76\u70ed\u5ea6\u3002\u672c\u6587\u501f\u52a9R\u8bed\u8a00\u7684bibliometrix\u5305,\u5bf9\u8bba\u6587\u7684\u5173\u952e\u8bcd\u8bcd\u9891\u8fdb\u884c\u7edf\u8ba1,\u5e76\u7ed8\u5236\u4e86\u8bcd\u4e91\u56fe(\u89c1\u56fe3)\u3002<\/span><\/section>\n
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\u7531\u56fe3\u53ef\u660e\u663e\u770b\u51fa,\u4ee5\u201ce-learning\u201d\u548c\u201cmooc\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u5728\u7ebf\u6559\u80b2\u670d\u52a1\u201d\u4e3b\u9898\u662f\u5f53\u524d\u7684\u70ed\u70b9\u6280\u672f,\u5bf9\u5e94\u4e3b\u98981,\u5176\u6240\u5305\u542b\u7684\u4e3b\u8981\u6280\u672f\u6574\u7406\u89c1\u88682\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\u4ee5\u201cbibliometric analysis\u201d\u548c\u201cbig data\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u6570\u636e\u5206\u6790\u201d\u4e3b\u9898\u662f\u5f53\u524d\u7684\u70ed\u70b9\u6280\u672f,\u5bf9\u5e94\u4e3b\u98985\u3002\u5176\u6240\u5305\u542b\u7684\u6280\u672f\u6574\u7406\u89c1\u88683\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\u4ee5\u201cartificial intelligence\u201d\u548c\u201cdeep learning\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u4eba\u5de5\u667a\u80fd\u201d\u4e3b\u9898\u662f\u5f53\u524d\u7684\u70ed\u70b9\u6280\u672f,\u5bf9\u5e94\u4e3b\u98983,\u8be5\u4e3b\u9898\u5305\u62ec\u7684\u6280\u672f\u6574\u7406\u89c1\u88684\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n

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\u00a0<\/span><\/section>\n
\u4ee5\u201conline advertising\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u6570\u5b57\u5e7f\u544a\u201d\u4e3b\u9898\u662f\u5f53\u524d\u7684\u70ed\u70b9\u6280\u672f,\u5bf9\u5e94\u4e3b\u98982\u3002\u8be5\u4e3b\u9898\u5305\u62ec\u7684\u6280\u672f\u6574\u7406\u89c1\u88685\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\u4ee5\u201cknowledge management\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u77e5\u8bc6\u7ba1\u7406\u201d\u4e3b\u9898\u3001\u4ee5\u201ccloud computing\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u4e91\u4e0e\u533a\u5757\u94fe\u201d\u4e3b\u9898\u548c\u4ee5\u201csensor\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u53ef\u7a7f\u6234\u8bbe\u5907\u201d\u4e3b\u9898\u672a\u5728\u9ad8\u9891\u5173\u952e\u8bcd\u7684\u8bcd\u4e91\u56fe\u4e2d\u51fa\u73b0\u3002\u548c\u524d4\u4e2a\u4e3b\u9898\u76f8\u6bd4,\u8fd93\u4e2a\u4e3b\u9898\u4f5c\u4e3a\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u7684\u57fa\u7840\u5173\u952e\u6280\u672f,\u7814\u7a76\u70ed\u5ea6\u8f83\u4f4e\u3002\u5177\u4f53\u5305\u62ec\u7684\u6280\u672f\u6574\u7406\u89c1\u88686\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
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4.3 \u56fd\u5185\u5916\u5bf9\u6bd4\u5206\u6790<\/span><\/strong><\/section>\n
\u5bf9\u8bba\u6587\u5b9e\u9a8c\u6570\u636e\u8fdb\u4e00\u6b65\u5904\u7406,\u62bd\u53d6\u201cCL\u201d\u5b57\u6bb5\u5305\u542b\u201cChina\u201d\u7684\u8bba\u6587\u6570\u636e,\u6c47\u603b\u6e05\u6d17\u540e\u5171\u8ba11877\u7bc7\u3002\u4eba\u5de5\u5bf9\u8fd91877\u7bc7\u8bba\u6587\u8fdb\u884c\u5206\u7c7b,\u5176\u4e2d\u5728\u7ebf\u6559\u80b2\u670d\u52a1\u6280\u672f\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5360\u6bd4\u8f83\u5927;\u533a\u5757\u94fe\u6280\u672f\u3001\u6570\u5b57\u5e7f\u544a\u6280\u672f\u3001\u6570\u636e\u5206\u6790\u6280\u672f\u3001\u77e5\u8bc6\u7ba1\u7406\u4e5f\u6709\u6240\u6d89\u53ca\u3002\u53ef\u4ee5\u53d1\u73b0\u6211\u56fd\u5728\u8be5\u9886\u57df\u7684\u57fa\u7840\u7814\u7a76\u8fd8\u8f83\u4e3a\u8584\u5f31,\u540c\u65f6,\u5f53\u524d\u56fd\u5185\u666e\u904d\u5c06\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u6280\u672f\u7814\u7a76\u7684\u91cd\u5fc3\u653e\u5728\u5728\u7ebf\u6559\u80b2\u670d\u52a1\u4e0a,\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u4e5f\u4e3b\u8981\u7528\u4e8e\u89e3\u51b3\u57fa\u4e8e\u793e\u4ea4\u5a92\u4f53\u7684\u8206\u60c5\u5206\u6790\u3001\u60c5\u611f\u5206\u7c7b\u3001\u610f\u89c1\u9886\u8896\u7b49\u95ee\u9898,\u7814\u7a76\u70ed\u70b9\u548c\u91cd\u70b9\u5206\u5e03\u4e0d\u5747\u8861\u3002<\/span><\/section>\n
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05<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u57fa\u4e8e\u4e13\u5229\u7684\u5e94\u7528\u5173\u952e\u6280\u672f\u7814\u7a76<\/span><\/strong><\/span><\/section>\n
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5.1 \u4e3b\u9898\u53d1\u73b0<\/span><\/strong><\/section>\n
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\u4f7f<\/span>\u7528<\/span>Gephi\u5185\u5d4c\u7684\u793e\u533a\u53d1\u73b0\u7b97\u6cd5\u5bf9\u5173\u952e\u8bcd\u8fdb\u884c\u5206\u6790,\u5171\u53d1\u73b0\u4e868\u4e2a\u4e3b\u9898\u3002<\/span>\u4e3b\u9898\u5206\u5e03\u60c5\u51b5\u5982\u56fe4\u6240\u793a\u3002<\/span>\u5176\u4e2d\u4e00\u79cd\u989c\u8272\u4ee3\u8868\u4e00\u4e2a\u4e3b\u9898\u805a\u7c7b,\u4e0e\u4e3b\u9898\u5bf9\u5e94\u60c5\u51b5\u5982\u5de6\u4e0a\u89d2\u56fe\u4f8b\u6240\u793a,\u56fe\u4f8b\u6309\u7167\u5404\u4e3b\u9898\u672f\u8bed\u6bd4\u91cd\u6392\u5e8f\u3002<\/span>\u5bf9\u5404\u4e3b\u9898\u8fdb\u884c\u5f52\u7eb3,\u7ed3\u679c\u89c1\u88687\u3002<\/span><\/section>\n
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5.2 \u70ed\u70b9\u6280\u672f\u5206\u6790<\/span><\/strong><\/section>\n
\u672c\u8282\u4f9d\u65e7\u91c7\u53d6\u5173\u952e\u8bcd\u8bcd\u9891\u4e0e\u4e3b\u9898\u7ed3\u5408\u7684\u65b9\u6cd5\u5206\u6790\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u70ed\u70b9\u5e94\u7528\u6280\u672f\u3002\u91c7\u7528R\u4e2d\u7684wordcloud 2\u5305\u7ed8\u5236\u4e13\u5229\u9ad8\u9891\u5173\u952e\u8bcd\u8bcd\u4e91\u56fe(\u5982\u56fe5)\u3002<\/span><\/section>\n
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\u57fa\u4e8e\u56fe5\u8bcd\u4e91\u56fe,\u4ee5\u201cbanner\u201d\u548c\u201cadvertising\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u6570\u5b57\u5e7f\u544a\u201d\u4e3b\u9898,\u5176\u6240\u5305\u62ec\u7684\u6280\u672f\u6574\u7406\u89c1\u88688\u3002<\/span><\/section>\n
\u00a0<\/span><\/section>\n
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\u4ee5\u201conline game\u201d\u548c\u201conline education\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u5728\u7ebf\u6559\u80b2\u670d\u52a1\u201d\u4e3b\u9898\u5305\u62ec\u7684\u6280\u672f\u6574\u7406\u89c1\u88689\u3002<\/span><\/section>\n
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\u4ee5\u201cblock chain\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u533a\u5757\u94fe\u201d\u4e3b\u9898,\u8be5\u4e3b\u9898\u5305\u62ec\u7684\u6280\u672f\u6574\u7406\u89c1\u886810\u3002<\/span><\/section>\n
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\u4ee5\u201ccloud\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u4e91\u201d\u4e3b\u9898,\u8be5\u4e3b\u9898\u5305\u542b\u7684\u6280\u672f\u6574\u7406\u89c1\u886811\u3002<\/span><\/section>\n
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\u4ee5\u201cdatabase\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u6570\u636e\u5206\u6790\u201d\u4e3b\u9898,\u8be5\u4e3b\u9898\u5305\u62ec\u7684\u6280\u672f\u6574\u7406\u89c1\u886812\u3002<\/span><\/section>\n
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\u4ee5\u201cknowledge management\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u77e5\u8bc6\u4ea4\u4e92\u201d\u4e3b\u9898\u3001\u4ee5\u201cartificial intelligence\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u4eba\u5de5\u667a\u80fd\u201d\u4e3b\u9898\u548c\u4ee5\u201csensor\u201d\u4e3a\u4ee3\u8868\u7684\u201c\u53ef\u7a7f\u6234\u8bbe\u5907\u201d\u4e3b\u9898\u672a\u5728\u9ad8\u9891\u5173\u952e\u8bcd\u8bcd\u4e91\u56fe\u4e2d\u51fa\u73b0\u3002\u5176\u6240\u5305\u542b\u7684\u6280\u672f\u6574\u7406\u89c1\u886813\u3002<\/span><\/section>\n
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5.3 \u56fd\u5185\u5916\u5bf9\u6bd4\u5206\u6790<\/span><\/strong><\/section>\n
\u5bf9\u4e13\u5229\u5b9e\u9a8c\u6570\u636e\u8fdb\u4e00\u6b65\u5904\u7406,\u901a\u8fc7PN\u5b57\u6bb5\u63d0\u53d6\u51fa\u5c5e\u4e8e\u4e2d\u56fd\u7684\u4e13\u5229,\u6c47\u603b\u540e\u7ecf\u8fc7\u6e05\u6d17\u5171\u8ba13554\u7bc7\u3002\u4eba\u5de5\u5bf9\u8fd93554\u7bc7\u8bba\u6587\u8fdb\u884c\u5206\u7c7b,\u5176\u4e2d\u6570\u5b57\u5e7f\u544a\u6280\u672f\u3001\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5360\u6bd4\u8f83\u5927,\u5728\u7ebf\u6559\u80b2\u670d\u52a1\u3001\u4e91\u6280\u672f\u3001\u533a\u5757\u94fe\u6280\u672f\u3001\u6570\u636e\u5206\u6790\u6280\u672f\u3001\u77e5\u8bc6\u7ba1\u7406\u4e5f\u6709\u6240\u6d89\u53ca,\u4e14\u6570\u91cf\u76f8\u5dee\u4e0d\u5927\u3002\u7531\u6b64\u53ef\u77e5,\u6211\u56fd\u5728\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u5e94\u7528\u6280\u672f\u65b9\u9762\u5360\u636e\u7edd\u5bf9\u5730\u4f4d,\u4e13\u5229\u6570\u91cf\u5360\u636e\u603b\u4f53\u7684\u4e00\u534a\u5de6\u53f3\u3002\u5e94\u7528\u70ed\u70b9\u548c\u91cd\u70b9\u5206\u5e03\u4e5f\u8f83\u5e73\u5747,\u5177\u6709\u8f83\u597d\u7684\u53d1\u5c55\u683c\u5c40\u3002<\/span><\/section>\n
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06<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u57fa\u7840\u6280\u672f\u4e0e\u5e94\u7528\u6280\u672f\u5bf9\u6bd4<\/span><\/strong><\/span><\/section>\n
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\u501f\u52a9\u6587\u732e\u8ba1\u91cf\u5b66\u53ca\u6df1\u5ea6\u5b66\u4e60\u6280\u672f,\u5c06\u8bba\u6587\u548c\u4e13\u5229\u6570\u636e\u8fdb\u884c\u5206\u6790,\u68b3\u7406\u51fa\u5f53\u524d\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u57fa\u7840\u5173\u952e\u6280\u672f\u548c\u5e94\u7528\u5173\u952e\u6280\u672f,\u5e76\u7ed3\u5408\u5173\u952e\u8bcd\u8bcd\u9891\u5bf9\u6280\u672f\u70ed\u5ea6\u8fdb\u884c\u4e86\u6392\u5e8f,\u7ed3\u679c\u5982\u886814\u6240\u793a(\u5176\u4e2d\u9ed1\u4f53\u5b57\u4ee3\u8868\u9ad8\u70ed\u5ea6\u6280\u672f,\u659c\u4f53\u5b57\u4ee3\u8868\u4e2d\u70ed\u5ea6\u6280\u672f,\u5b8b\u4f53\u5b57\u5219\u4ee3\u8868\u4f4e\u70ed\u5ea6\u6280\u672f)\u3002<\/span><\/section>\n
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