Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the betterdocs domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the jnews-view-counter domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the wp-statistics domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the wpdiscuz domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: 函数 _load_textdomain_just_in_time 的调用方法不正确jnews 域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init 操作或之后加载。 请查阅调试 WordPress来获取更多信息。 (这个消息是在 6.7.0 版本添加的。) in /data/user/htdocs/wp-includes/functions.php on line 6114

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\u00a0<\/span><\/section>\n
\u4ece\u73b0\u6709\u7814\u7a76\u53ef\u4ee5\u53d1\u73b0,\u5f53\u524d\u5bf9\u51fa\u7248\u4e1a\u77e5\u8bc6\u670d\u52a1\u5173\u952e\u6280\u672f\u7684\u7814\u7a76\u5b58\u5728\u4ee5\u4e0b\u95ee\u9898:(1)\u73b0\u6709\u7814\u7a76\u666e\u904d\u505c\u7559\u5728\u6a2a\u5411\u5c42\u9762,\u7f3a\u5c11\u7eb5\u5411\u7684\u6df1\u5ea6\u89e3\u6790,\u4e14\u5c1a\u672a\u5f62\u6210\u6280\u672f\u77e5\u8bc6\u4f53\u7cfb;(2)\u7814\u7a76\u65b9\u6cd5\u591a\u4e3a\u6848\u4f8b\u5206\u6790\u6cd5\u3001\u6587\u732e\u7efc\u8ff0\u6cd5\u7b49\u5b9a\u6027\u7814\u7a76,\u5b9a\u91cf\u7814\u7a76\u666e\u904d\u4ec5\u9488\u5bf9\u5355\u4e00\u6570\u636e\u6e90\u3002<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/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
<\/section>\n
\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
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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
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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
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4.2 \u70ed\u70b9\u6280\u672f\u5206\u6790<\/span><\/strong><\/section>\n
<\/section>\n
\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
\u00a0<\/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
<\/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
<\/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

<\/p>\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
<\/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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\u00a0<\/span><\/section>\n
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
<\/section>\n
\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
\u00a0<\/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
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\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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\u00a0<\/span><\/section>\n
\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
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\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
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\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
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\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
\u00a0<\/span><\/section>\n
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\u00a0<\/span><\/section>\n
\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
\u00a0<\/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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\u8303\u6ce2\uff081981<\/span>\u2014\uff09\uff0c\u7537\uff0c\u535a\u58eb\uff0c\u5c71\u4e1c\u51fa\u7248\u4f20\u5a92\u80a1\u4efd\u6709\u9650\u516c\u53f8\u526f\u603b\u7ecf\u7406\uff0c\u5c71\u4e1c\u6587\u5316\u521b\u610f\u8bbe\u8ba1\u884c\u4e1a\u534f\u4f1a\u526f\u4f1a\u957f\uff0c\u5c71\u4e1c\u7701\u6587\u5316\u4ea7\u4e1a\u53d1\u5c55\u534f\u4f1a\u526f\u4f1a\u957f\uff0c\u5c71\u4e1c\u8d22\u7ecf\u5927\u5b66\u517c\u804c\u7855\u58eb\u5bfc\u5e08\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u65b0\u4e00\u4ee3\u4fe1\u606f\u6280\u672f\u3001\u6570\u5b57\u7ecf\u6d4e\u7b49\u3002\u957f\u671f\u4ece\u4e8b\u4fe1\u606f\u5316\u5efa\u8bbe\u3001\u6570\u5b57\u5316\u8f6c\u578b\u3001\u5728\u7ebf\u6559\u80b2\u53ca\u65b0\u4e1a\u52a1\u5f00\u62d3\u7b49\u65b9\u9762\u7684\u5de5\u4f5c\uff0c\u4e3b\u6301\u5b8c\u6210\u7701\u7ea7\u91cd\u70b9\u9879\u76ee10<\/span>\u4f59\u9879\u3002<\/span><\/section>\n
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\u8d3e\u5e7f\u80dc\uff081968<\/span>\u2014\uff09\uff0c\u7537\uff0c\u7855\u58eb\uff0c\u7f16\u5ba1\uff0c\u5c71\u4e1c\u51fa\u7248\u6570\u5b57\u878d\u5408\u4ea7\u4e1a\u7814\u7a76\u9662\u9662\u957f\u3002\u4e3b\u8981\u4ece\u4e8b\u56fe\u4e66\u3001\u671f\u520a\u3001\u97f3\u50cf\u7535\u5b50\u3001\u6570\u5b57\u51fa\u7248\u4ee5\u53ca\u65b0\u5a92\u4f53\u3001\u4e1a\u6001\u878d\u5408\u7b49\u65b9\u9762\u7684\u5e94\u7528\u7814\u7a76\u3002\u53d1\u8868\u8bba\u658710<\/span>\u4f59\u7bc7\uff0c\u4e3b\u6301\u7b56\u5212\u7684\u300a\u4e61\u6751\u8bb0\u5fc6\u300b\u300a\u4e2d\u56fd\u6c49\u753b\u50cf\u77f3\u7cb9\u7f16\u300b\uff08\u4e2d\u82f1\u6587\uff09\u3001\u300a\u8001\u5bb6\u7684\u6ecb\u5473\u300b\u7b49\u51fa\u7248\u7269\u83b7\u4e2d\u56fd\u653f\u5e9c\u51fa\u7248\u5956\u63d0\u540d\u5956\u3001\u4e2d\u534e\u4f18\u79c0\u51fa\u7248\u7269\u5956\u63d0\u540d\u5956\u3002<\/span><\/section>\n
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\u5f20\u667a\uff081980<\/span>\u2014\uff09\uff0c\u7537\uff0c\u7855\u58eb\uff0c\u6d4e\u5357\u5e02\u79d1\u5b66\u6280\u672f\u60c5\u62a5\u7814\u7a76\u9662\u526f\u7814\u7a76\u5458\uff0c\u5c71\u4e1c\u7701\u4e13\u4e1a\u6807\u51c6\u5316\u6280\u672f\u59d4\u5458\u4f1a\u59d4\u5458\u3002\u957f\u671f\u4ece\u4e8b\u7535\u5b50\u653f\u52a1\u7cfb\u7edf\u5efa\u8bbe\u3001\u6570\u636e\u5e93\u5f00\u53d1\u3001\u5927\u6570\u636e\u5e94\u7528\u4ee5\u53ca\u76f8\u5173\u6280\u672f\u5728\u79d1\u6280\u8ba1\u5212\u9879\u76ee\u7ba1\u7406\u3001\u79d1\u6280\u6210\u679c\u8f6c\u5316\u3001\u79d1\u6280\u9879\u76ee\u8bc4\u4ef7\u7b49\u65b9\u9762\u7684\u5e94\u7528\u7814\u7a76\u3002<\/span><\/section>\n
\u901a\u4fe1\u65b9\u5f0f\uff1azhangzhi@jn.shandong.cn<\/span><\/span><\/section>\n
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\u901a\u8baf\u4f5c\u8005\uff1a<\/span><\/section>\n
\u8303\u6797\u6d77\uff081970<\/span>\u2014\uff09\uff0c\u7537\uff0c\u672c\u79d1\uff0c\u5c71\u4e1c\u51fa\u7248\u6570\u5b57\u878d\u5408\u4ea7\u4e1a\u7814\u7a76\u9662\u526f\u9662\u957f\uff0c\u5c71\u4e1c\u7701\u6587\u5316\u521b\u610f\u8bbe\u8ba1\u884c\u4e1a\u534f\u4f1a\u7406\u4e8b\uff0c\u5c71\u4e1c\u7701\u4f1a\u7ecf\u6d4e\u5708\u6587\u521b\u53d1\u5c55\u5de5\u4f5c\u59d4\u5458\u4f1a\u526f\u4e3b\u4efb\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u3001\u667a\u80fd\u5316\u5efa\u8bbe\u7b49\u3002<\/span><\/section>\n
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\u738b\u529b\uff081993<\/span>\u2014\uff09\uff0c\u5973\uff0c\u7855\u58eb\uff0c\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u4fe1\u606f\u7814\u7a76\u6240\u52a9\u7406\u7814\u7a76\u5458\uff0c\u5bcc\u5a92\u4f53\u6570\u5b57\u51fa\u7248\u5185\u5bb9\u7ec4\u7ec7\u4e0e\u77e5\u8bc6\u670d\u52a1\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u529e\u516c\u5ba4\u526f\u4e3b\u4efb\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u77e5\u8bc6\u7ec4\u7ec7\u4e0e\u77e5\u8bc6\u670d\u52a1\u3001\u6570\u5b57\u51fa\u7248\u7b49\u3002<\/span><\/section>\n
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