{"id":3797,"date":"2026-06-15T15:49:44","date_gmt":"2026-06-15T07:49:44","guid":{"rendered":"http:\/\/itginsight.com\/?p=3797"},"modified":"2026-06-15T15:49:46","modified_gmt":"2026-06-15T07:49:46","slug":"scimetrics%ef%bc%9aai%e4%b8%bb%e9%a2%98%e7%ab%9e%e4%ba%89%e5%8a%9b%e6%8c%87%e6%95%b0%e4%b8%8e%e7%83%ad%e5%8a%9b%e5%9b%be%e5%8f%af%e8%a7%86%e5%8c%96%e7%94%a8%e6%88%b7%e6%89%8b%e5%86%8c","status":"publish","type":"post","link":"http:\/\/itginsight.com\/?p=3797","title":{"rendered":"SciMetrics\uff1aAI\u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u4e0e\u70ed\u529b\u56fe\u53ef\u89c6\u5316\u7528\u6237\u624b\u518c"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">SciMetrics\uff1aAI\u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u4e0e\u70ed\u529b\u56fe\u53ef\u89c6\u5316\u7528\u6237\u624b\u518c<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u624b\u518c\u7528\u4e8e\u6307\u5bfc\u7528\u6237\u5728 SciMetrics \u4e2d\u5b8c\u6210 AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u8ba1\u7b97\u3001AI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe\u5c55\u793a\u548c AI \u4e3b\u9898\u7ade\u4e89\u529b\u5730\u5f62\u56fe\u53ef\u89c6\u5316\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf4\u660e\uff1a\u5f53\u524d SciM \u9879\u76ee\u4e2d\uff0c\u8be5\u529f\u80fd\u5728\u754c\u9762\u8d44\u6e90\u4e2d\u663e\u793a\u4e3a\u201cAI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe\u201d\uff0c\u7a97\u53e3\u5185\u5305\u542b\u201c\u70ed\u529b\u56fe\u89c6\u56fe\u201d\u548c\u201c\u5730\u5f62\u56fe\u89c6\u56fe\u201d\u4e24\u4e2a\u9875\u7b7e\u3002\u672c\u624b\u518c\u5c06\u4e8c\u8005\u5408\u79f0\u4e3a\u201cAI \u4e3b\u9898\u7ade\u4e89\u529b\u53ef\u89c6\u5316\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-37.png\" alt=\"\" class=\"wp-image-3798\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-37.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-37-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-37-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-37-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe1\uff1aSciMetrics \u4e3b\u754c\u9762<\/strong><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e00\u3001\u64cd\u4f5c\u65b9\u6cd5<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u529f\u80fd\u9002\u7528\u573a\u666f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u548c\u53ef\u89c6\u5316\u9002\u5408\u56de\u7b54\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u540c\u4e00\u4e2a AI \u4e3b\u9898\u4e0b\uff0c\u54ea\u4e9b\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u66f4\u5177\u7ade\u4e89\u529b\uff1f<\/li>\n\n\n\n<li>\u67d0\u4e2a\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u5728\u54ea\u4e9b AI \u4e3b\u9898\u4e0a\u5177\u6709\u76f8\u5bf9\u4f18\u52bf\uff1f<\/li>\n\n\n\n<li>\u4e0d\u540c AI \u4e3b\u9898\u7684\u7ade\u4e89\u4e3b\u4f53\u662f\u5426\u96c6\u4e2d\uff0c\u8fd8\u662f\u5b58\u5728\u591a\u4e3b\u4f53\u7ade\u4e89\uff1f<\/li>\n\n\n\n<li>\u67d0\u4e9b\u4e3b\u9898\u662f\u5426\u5f62\u6210\u660e\u663e\u7684\u7ade\u4e89\u9ad8\u5cf0\u6216\u4e3b\u4f53\u96c6\u7fa4\uff1f<\/li>\n\n\n\n<li>\u5982\u4f55\u5c06 AI \u4e3b\u9898\u7ade\u4e89\u683c\u5c40\u5bfc\u51fa\u4e3a Excel\u3001\u70ed\u529b\u56fe\u6216\u53ef\u7ee7\u7eed\u7f16\u8f91\u7684\u5de5\u7a0b\u6587\u4ef6\uff1f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u529f\u80fd\u4f9d\u8d56\u5df2\u6709\u6587\u732e\u6570\u636e\u548c AI \u4e3b\u9898\u8bc6\u522b\u7ed3\u679c\u3002\u4e00\u822c\u6d41\u7a0b\u662f\uff1a\u5148\u5bfc\u5165\u6216\u6253\u5f00\u6570\u636e\u96c6\uff0c\u518d\u6267\u884c AI \u4e3b\u9898\u8bc6\u522b\uff0c\u4e4b\u540e\u5bfc\u51fa\u7ade\u4e89\u529b\u6307\u6570\u6216\u751f\u6210\u7ade\u4e89\u529b\u70ed\u529b\u56fe\u4e0e\u5730\u5f62\u56fe\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u51c6\u5907\u5de5\u4f5c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 \u5bfc\u5165\u6216\u6253\u5f00\u6570\u636e\u96c6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\u6253\u5f00 SciMetrics\uff0c\u5e76\u5bfc\u5165\u5df2\u7ecf\u6574\u7406\u597d\u7684\u6587\u732e\u6570\u636e\u3002\u5efa\u8bae\u6570\u636e\u4e2d\u81f3\u5c11\u5305\u542b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6570\u636e\u9879<\/strong><\/td><td><strong>\u4f5c\u7528<\/strong><\/td><\/tr><tr><td>\u6587\u732e\u7f16\u53f7<\/td><td>\u8fde\u63a5\u6587\u732e\u3001\u4e3b\u9898\u3001\u4f5c\u8005\u3001\u673a\u6784\u548c\u56fd\u5bb6\u5173\u7cfb<\/td><\/tr><tr><td>\u9898\u540d\u6216\u8bb0\u5f55\u540d<\/td><td>\u4fbf\u4e8e\u68c0\u67e5\u6587\u732e\u5185\u5bb9<\/td><\/tr><tr><td>\u88ab\u5f15\u6b21\u6570<\/td><td>\u7528\u4e8e\u8ba1\u7b97\u6587\u732e\u5728\u4e3b\u9898\u5185\u7684\u5f15\u7528\u6743\u91cd<\/td><\/tr><tr><td>\u4f5c\u8005<\/td><td>\u7528\u4e8e\u4f5c\u8005\u7ef4\u5ea6\u7ade\u4e89\u529b<\/td><\/tr><tr><td>\u673a\u6784<\/td><td>\u7528\u4e8e\u673a\u6784\u7ef4\u5ea6\u7ade\u4e89\u529b<\/td><\/tr><tr><td>\u56fd\u5bb6\u6216\u5730\u533a<\/td><td>\u7528\u4e8e\u56fd\u5bb6\u7ef4\u5ea6\u7ade\u4e89\u529b<\/td><\/tr><tr><td>AI \u4e3b\u9898<\/td><td>\u7528\u4e8e\u5b9a\u4e49\u7ade\u4e89\u529b\u77e9\u9635\u7684\u4e3b\u9898\u5217<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"531\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-38.png\" alt=\"\" class=\"wp-image-3799\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-38.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-38-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-38-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-38-624x334.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe2\uff1aSciMetrics \u6253\u5f00\u6570\u636e\u96c6\u540e\u7684\u6587\u732e\u5217\u8868<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 \u751f\u6210\u6216\u68c0\u67e5 AI \u4e3b\u9898<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u5f53\u524d\u6570\u636e\u96c6\u8fd8\u6ca1\u6709 AI \u4e3b\u9898\uff0c\u8bf7\u5148\u6267\u884c\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u2192 \u6587\u6863 \u2192 AI \u4e3b\u9898\u8bc6\u522b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bc6\u522b\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u5728\u6587\u732e\u8868\u4e2d\u67e5\u770b AI\u4e3b\u9898 \u5b57\u6bb5\u3002\u82e5\u4e3b\u9898\u540d\u79f0\u9700\u8981\u7edf\u4e00\uff0c\u53ef\u7ee7\u7eed\u4f7f\u7528\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u2192 \u6587\u6863 \u2192 \u7f16\u8f91 AI \u4e3b\u9898<br>AI \u2192 \u6587\u6863 \u2192 \u6279\u91cf\u66ff\u6362 AI \u4e3b\u9898<br>AI \u2192 \u6587\u6863 \u2192 \u91cd\u7f6e AI \u4e3b\u9898<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-39.png\" alt=\"\" class=\"wp-image-3800\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-39.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-39-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-39-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-39-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe3\uff1a`AI \u2192 \u6587\u6863 \u2192 AI \u4e3b\u9898\u8bc6\u522b` \u83dc\u5355\u5165\u53e3<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-40.png\" alt=\"\" class=\"wp-image-3801\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-40.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-40-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-40-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-40-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe4\uff1a\u6587\u732e\u8868\u4e2d\u7684 `AI\u4e3b\u9898` \u5b57\u6bb5\u793a\u4f8b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e00\u7bc7\u6587\u732e\u53ef\u4ee5\u5bf9\u5e94\u4e00\u4e2a\u6216\u591a\u4e2a AI \u4e3b\u9898\u3002<\/li>\n\n\n\n<li>\u4e3b\u9898\u540d\u79f0\u5e94\u5c3d\u91cf\u7a33\u5b9a\u3001\u7b80\u6d01\uff0c\u907f\u514d\u540c\u4e49\u8bcd\u3001\u7f29\u5199\u548c\u4e2d\u82f1\u6587\u6df7\u7528\u9020\u6210\u4e3b\u9898\u88ab\u62c6\u6563\u3002<\/li>\n\n\n\n<li>\u91cd\u7f6e AI \u4e3b\u9898\u540e\uff0c\u539f\u6709\u4eba\u5de5\u7f16\u8f91\u7ed3\u679c\u53ef\u80fd\u88ab\u8986\u76d6\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 \u68c0\u67e5\u4f5c\u8005\u3001\u673a\u6784\u548c\u56fd\u5bb6\u6570\u636e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u652f\u6301\u4e09\u4e2a\u4e3b\u4f53\u7ef4\u5ea6\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u7ef4\u5ea6<\/strong><\/td><td><strong>\u9700\u8981\u7684\u6570\u636e\u8868<\/strong><\/td><\/tr><tr><td>\u4f5c\u8005<\/td><td>\u4f5c\u8005\u8868\u548c\u6587\u732e-\u4f5c\u8005\u5173\u7cfb<\/td><\/tr><tr><td>\u673a\u6784<\/td><td>\u673a\u6784\u8868\u548c\u6587\u732e-\u673a\u6784\u5173\u7cfb<\/td><\/tr><tr><td>\u56fd\u5bb6<\/td><td>\u56fd\u5bb6\u8868\u548c\u6587\u732e-\u56fd\u5bb6\u5173\u7cfb<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u67d0\u4e00\u7ef4\u5ea6\u7f3a\u5c11\u5173\u7cfb\u6570\u636e\uff0c\u8be5\u7ef4\u5ea6\u7684\u6307\u6570\u8868\u6216\u53ef\u89c6\u5316\u53ef\u80fd\u4e3a\u7a7a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u5bfc\u51fa AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u53ef\u4ee5\u76f4\u63a5\u5bfc\u51fa\u4e3a Excel \u5de5\u4f5c\u7c3f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u786e\u8ba4\u5df2\u7ecf\u6253\u5f00\u5305\u542b AI \u4e3b\u9898\u7684\u6570\u636e\u96c6\u3002<\/li>\n\n\n\n<li>\u5728\u4e3b\u754c\u9762\u9876\u90e8\u83dc\u5355\u4e2d\u9009\u62e9\uff1a<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u6570 \u2192 AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e5f\u53ef\u4ee5\u4ece AI \u83dc\u5355\u8fdb\u5165\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u2192 \u6307\u6570 \u2192 AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u5f39\u51fa\u7684\u4fdd\u5b58\u7a97\u53e3\u4e2d\u9009\u62e9\u5bfc\u51fa\u4f4d\u7f6e\u3002<\/li>\n\n\n\n<li>\u5efa\u8bae\u4f7f\u7528\u9ed8\u8ba4\u6587\u4ef6\u540d\uff0c\u6216\u547d\u540d\u4e3a AI\u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570_\u9879\u76ee\u540d_\u65e5\u671f.xlsx\u3002<\/li>\n\n\n\n<li>\u70b9\u51fb\u4fdd\u5b58\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u8ba1\u7b97\u5e76\u5bfc\u51fa Excel \u6587\u4ef6\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"533\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-41.png\" alt=\"\" class=\"wp-image-3802\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-41.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-41-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-41-768x413.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-41-624x336.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe5\uff1a`\u6307\u6570 \u2192 AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570` \u83dc\u5355\u5165\u53e3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bfc\u51fa\u7684 Excel \u6587\u4ef6\u901a\u5e38\u5305\u542b\u4ee5\u4e0b\u5de5\u4f5c\u8868\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u5de5\u4f5c\u8868<\/strong><\/td><td><strong>\u5185\u5bb9<\/strong><\/td><\/tr><tr><td>`Author Competitiveness`<\/td><td>\u4f5c\u8005\u5728\u5404 AI \u4e3b\u9898\u4e0b\u7684\u5f52\u4e00\u5316\u7ade\u4e89\u529b<\/td><\/tr><tr><td>`Affiliation Competitiveness`<\/td><td>\u673a\u6784\u5728\u5404 AI \u4e3b\u9898\u4e0b\u7684\u5f52\u4e00\u5316\u7ade\u4e89\u529b<\/td><\/tr><tr><td>`Country Competitiveness`<\/td><td>\u56fd\u5bb6\u5728\u5404 AI \u4e3b\u9898\u4e0b\u7684\u5f52\u4e00\u5316\u7ade\u4e89\u529b<\/td><\/tr><tr><td>`Author Raw Score`<\/td><td>\u4f5c\u8005\u5728\u5404 AI \u4e3b\u9898\u4e0b\u7684\u539f\u59cb\u5f97\u5206<\/td><\/tr><tr><td>`Affiliation Raw Score`<\/td><td>\u673a\u6784\u5728\u5404 AI \u4e3b\u9898\u4e0b\u7684\u539f\u59cb\u5f97\u5206<\/td><\/tr><tr><td>`Country Raw Score`<\/td><td>\u56fd\u5bb6\u5728\u5404 AI \u4e3b\u9898\u4e0b\u7684\u539f\u59cb\u5f97\u5206<\/td><\/tr><tr><td>`Method`<\/td><td>\u6307\u6570\u540d\u79f0\u3001\u516c\u5f0f\u3001\u5f52\u4e00\u5316\u65b9\u5f0f\u548c\u6743\u91cd\u8bf4\u660e<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"521\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-42.png\" alt=\"\" class=\"wp-image-3803\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-42.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-42-300x158.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-42-768x404.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-42-624x328.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe6\uff1a\u5bfc\u51fa\u7684 Excel \u6587\u4ef6<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u679c\u89e3\u8bfb\u5efa\u8bae\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Competitiveness \u5de5\u4f5c\u8868\u4e2d\u7684\u503c\u901a\u5e38\u5728 0-1 \u4e4b\u95f4\u3002<\/li>\n\n\n\n<li>\u6bcf\u4e2a AI \u4e3b\u9898\u5217\u72ec\u7acb\u5f52\u4e00\u5316\uff0c\u56e0\u6b64\u540c\u4e00\u5217\u5185\u53ef\u4ee5\u76f4\u63a5\u6bd4\u8f83\u4e0d\u540c\u4e3b\u4f53\u3002<\/li>\n\n\n\n<li>Raw Score \u5de5\u4f5c\u8868\u4fdd\u7559\u539f\u59cb\u5f97\u5206\uff0c\u9002\u5408\u8f85\u52a9\u89c2\u5bdf\u540c\u4e00\u4e3b\u4f53\u5728\u4e0d\u540c\u4e3b\u9898\u4e0a\u7684\u8d21\u732e\u57fa\u7840\u3002<\/li>\n\n\n\n<li>\u4e0d\u540c\u4e3b\u9898\u5217\u4e4b\u95f4\u4e0d\u5b9c\u53ea\u7528\u5f52\u4e00\u5316\u5206\u76f4\u63a5\u6bd4\u8f83\u7edd\u5bf9\u89c4\u6a21\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u751f\u6210 AI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe\u4e0e\u5730\u5f62\u56fe<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u6210 AI \u4e3b\u9898\u8bc6\u522b\u540e\uff0c\u53ef\u4ee5\u751f\u6210\u53ef\u89c6\u5316\u7a97\u53e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u4e3b\u754c\u9762\u9876\u90e8\u83dc\u5355\u4e2d\u9009\u62e9\uff1a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u2192 AI\u4e3b\u9898 \u2192 AI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e5f\u53ef\u4ee5\u5728\u6587\u732e\u6570\u636e\u96c6\u9875\u9762\u7684\u53f3\u952e\u83dc\u5355\u4e2d\u9009\u62e9\u201cAI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe\u201d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7cfb\u7edf\u4f1a\u5f39\u51fa\u201c\u7ef4\u5ea6\u201d\u9009\u62e9\u7a97\u53e3\u3002<\/li>\n\n\n\n<li>\u9009\u62e9\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u3002<\/li>\n\n\n\n<li>\u70b9\u51fb\u201c\u786e\u5b9a\u201d\u3002<\/li>\n\n\n\n<li>\u8f6f\u4ef6\u4f1a\u663e\u793a\u5fd9\u788c\u7a97\u53e3\u5e76\u8ba1\u7b97 AI \u4e3b\u9898\u7ade\u4e89\u529b\u77e9\u9635\u3002<\/li>\n\n\n\n<li>\u8ba1\u7b97\u5b8c\u6210\u540e\uff0c\u6253\u5f00 AI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe\u7a97\u53e3\u3002<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-43.png\" alt=\"\" class=\"wp-image-3804\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-43.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-43-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-43-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-43-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe7\uff1a`AI \u2192 AI\u4e3b\u9898 \u2192 AI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe` \u83dc\u5355\u5165\u53e3<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"531\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-44.png\" alt=\"\" class=\"wp-image-3805\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-44.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-44-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-44-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-44-624x334.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe8\uff1a\u6570\u636e\u96c6\u53f3\u952e\u83dc\u5355\u4e2d\u7684\u201cAI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe\u201d\u5165\u53e3<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-45.png\" alt=\"\" class=\"wp-image-3806\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-45.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-45-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-45-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-45-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe 9\uff1a\u7ef4\u5ea6\u9009\u62e9\u7a97\u53e3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u7a97\u53e3\u7531\u4ee5\u4e0b\u533a\u57df\u7ec4\u6210\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u533a\u57df<\/strong><\/td><td><strong>\u4f5c\u7528<\/strong><\/td><\/tr><tr><td>\u9876\u90e8\u83dc\u5355\u548c\u5de5\u5177\u680f<\/td><td>\u6253\u5f00\u3001\u4fdd\u5b58\u3001\u5207\u6362\u80cc\u666f\u3001\u91cd\u7f6e\u3001\u5bfc\u51fa Excel\u3001\u9000\u51fa<\/td><\/tr><tr><td>\u5de6\u4fa7\u4e3b\u9898\u5217\u8868<\/td><td>\u663e\u793a\u5f53\u524d\u8fdb\u5165\u53ef\u89c6\u5316\u7684\u4e3b\u9898\u7f16\u53f7\u3001\u4e3b\u9898\u540d\u79f0\u548c\u8bba\u6587\u6570\u91cf<\/td><\/tr><tr><td>\u4e2d\u592e\u53ef\u89c6\u5316\u9875\u7b7e<\/td><td>\u5728\u70ed\u529b\u56fe\u89c6\u56fe\u548c\u5730\u5f62\u56fe\u89c6\u56fe\u4e4b\u95f4\u5207\u6362<\/td><\/tr><tr><td>\u53f3\u4fa7\u8bbe\u7f6e\u9875\u7b7e<\/td><td>\u4e0e\u4e2d\u592e\u89c6\u56fe\u540c\u6b65\uff0c\u5206\u522b\u8c03\u6574\u70ed\u529b\u56fe\u6216\u5730\u5f62\u56fe\u53c2\u6570<\/td><\/tr><tr><td>\u72b6\u6001\u680f<\/td><td>\u663e\u793a Ready\u3001\u6253\u5f00\u3001\u4fdd\u5b58\u3001\u5bfc\u51fa\u7b49\u72b6\u6001\u4fe1\u606f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-46.png\" alt=\"\" class=\"wp-image-3807\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-46.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-46-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-46-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-46-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe 10\uff1aAI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe\u7a97\u53e3\u5168\u666f<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u9605\u8bfb\u70ed\u529b\u56fe\u89c6\u56fe<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a97\u53e3\u4e2d\u592e\u9ed8\u8ba4\u663e\u793a\u201c\u70ed\u529b\u56fe\u89c6\u56fe\u201d\u3002\u70ed\u529b\u56fe\u662f\u4e00\u4e2a\u201c\u4e3b\u4f53 \u00d7 AI \u4e3b\u9898\u201d\u7684\u77e9\u9635\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u4e00\u884c\u8868\u793a\u4e00\u4e2a\u7ade\u4e89\u4e3b\u4f53\uff0c\u4f8b\u5982\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u3002<\/li>\n\n\n\n<li>\u6bcf\u4e00\u5217\u8868\u793a\u4e00\u4e2a AI \u4e3b\u9898\u3002<\/li>\n\n\n\n<li>\u6bcf\u4e2a\u5355\u5143\u683c\u8868\u793a\u8be5\u4e3b\u4f53\u5728\u8be5\u4e3b\u9898\u4e0b\u7684\u7ade\u4e89\u529b\u5f97\u5206\u3002<\/li>\n\n\n\n<li>\u9ed8\u8ba4\u663e\u793a\u5f52\u4e00\u5316\u7ade\u4e89\u529b\u5206\u3002<\/li>\n\n\n\n<li>\u52fe\u9009\u201c\u539f\u59cb\u5206\u201d\u540e\u663e\u793a Raw Score\u3002<\/li>\n\n\n\n<li>\u5355\u5143\u683c\u8db3\u591f\u5927\u65f6\u4f1a\u663e\u793a\u6570\u503c\uff1b\u5982\u679c\u683c\u5b50\u592a\u5c0f\uff0c\u6570\u503c\u4f1a\u81ea\u52a8\u9690\u85cf\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"534\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-47.png\" alt=\"\" class=\"wp-image-3808\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-47.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-47-300x162.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-47-768x414.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-47-624x336.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe 11\uff1a\u70ed\u529b\u56fe\u89c6\u56fe<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de6\u4fa7\u4e3b\u9898\u5217\u8868\u5305\u542b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u5217<\/strong><\/td><td><strong>\u8bf4\u660e<\/strong><\/td><\/tr><tr><td>\u5e8f\u53f7<\/td><td>\u5f53\u524d\u89c6\u56fe\u4e2d\u7684\u4e3b\u9898\u7f16\u53f7<\/td><\/tr><tr><td>\u4e3b\u9898<\/td><td>AI \u4e3b\u9898\u540d\u79f0<\/td><\/tr><tr><td>\u8bba\u6587<\/td><td>\u8be5\u4e3b\u9898\u5173\u8054\u7684\u6587\u732e\u6570\u91cf<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"533\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-48.png\" alt=\"\" class=\"wp-image-3809\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-48.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-48-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-48-768x413.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-48-624x336.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe 12\uff1a\u5de6\u4fa7\u4e3b\u9898\u5217\u8868\uff0c\u5c55\u793a\u4e3b\u9898\u7f16\u53f7\u3001\u4e3b\u9898\u540d\u79f0\u548c\u8bba\u6587\u6570\u91cf<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53f3\u4fa7\u70ed\u529b\u56fe\u8bbe\u7f6e\u5305\u62ec\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u8bbe\u7f6e\u9879<\/strong><\/td><td><strong>\u9ed8\u8ba4\u503c\u6216\u8303\u56f4<\/strong><\/td><td><strong>\u8bf4\u660e<\/strong><\/td><\/tr><tr><td>\u4e3b\u9898\u6570<\/td><td>\u9ed8\u8ba4 16\uff0c\u8303\u56f4 4-30<\/td><td>\u63a7\u5236\u70ed\u529b\u56fe\u663e\u793a\u591a\u5c11\u4e2a\u4e3b\u9898<\/td><\/tr><tr><td>\u4e3b\u4f53\u6570<\/td><td>\u9ed8\u8ba4 35\uff0c\u8303\u56f4 8-80<\/td><td>\u63a7\u5236\u663e\u793a\u591a\u5c11\u4e2a\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6<\/td><\/tr><tr><td>\u6807\u7b7e\u5927\u5c0f<\/td><td>\u9ed8\u8ba4 13\uff0c\u8303\u56f4 9-24<\/td><td>\u8c03\u6574\u6807\u9898\u3001\u884c\u6807\u7b7e\u3001\u5217\u6807\u7b7e\u548c\u6570\u503c\u5927\u5c0f<\/td><\/tr><tr><td>\u4e3b\u9898\u6587\u5b57\u89d2\u5ea6<\/td><td>\u9ed8\u8ba4 315\uff0c\u8303\u56f4 0-360<\/td><td>\u8c03\u6574\u9876\u90e8\u4e3b\u9898\u6587\u5b57\u65cb\u8f6c\u89d2\u5ea6<\/td><\/tr><tr><td>\u539f\u59cb\u5206<\/td><td>\u9ed8\u8ba4\u5173\u95ed<\/td><td>\u5f00\u542f\u540e\u663e\u793a Raw Score<\/td><\/tr><tr><td>\u663e\u793a\u4e3b\u9898\u7f16\u53f7<\/td><td>\u9ed8\u8ba4\u5f00\u542f<\/td><td>\u63a7\u5236\u662f\u5426\u663e\u793a `#1`\u3001`#2` \u7b49\u7f16\u53f7<\/td><\/tr><tr><td>\u663e\u793a\u4e3b\u9898\u540d\u79f0<\/td><td>\u9ed8\u8ba4\u5173\u95ed<\/td><td>\u63a7\u5236\u9876\u90e8\u662f\u5426\u663e\u793a\u4e3b\u9898\u540d\u79f0<\/td><\/tr><tr><td>\u56fe\u4f8b<\/td><td>\u9ed8\u8ba4\u5f00\u542f<\/td><td>\u63a7\u5236\u989c\u8272\u56fe\u4f8b\u662f\u5426\u663e\u793a<\/td><\/tr><tr><td>\u70ed\u529b\u56fe\u989c\u8272<\/td><td>\u9ed8\u8ba4\u6a59\u7ea2\u8272\u9ad8\u503c\u7aef<\/td><td>\u8c03\u6574\u9ad8\u7ade\u4e89\u529b\u5355\u5143\u683c\u7684\u5f3a\u8c03\u989c\u8272<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u7528\u64cd\u4f5c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5982\u679c\u4e3b\u9898\u540d\u79f0\u8f83\u957f\uff0c\u53ef\u4ee5\u53ea\u663e\u793a\u4e3b\u9898\u7f16\u53f7\uff0c\u901a\u8fc7\u5de6\u4fa7\u4e3b\u9898\u5217\u8868\u67e5\u627e\u7f16\u53f7\u5bf9\u5e94\u7684\u4e3b\u9898\u540d\u79f0\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u7528\u4e8e\u62a5\u544a\u622a\u56fe\uff0c\u53ef\u4ee5\u6253\u5f00\u201c\u663e\u793a\u4e3b\u9898\u540d\u79f0\u201d\uff0c\u518d\u8c03\u8282\u201c\u4e3b\u9898\u6587\u5b57\u89d2\u5ea6\u201d\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u5355\u5143\u683c\u6570\u5b57\u770b\u4e0d\u6e05\uff0c\u53ef\u51cf\u5c11\u4e3b\u9898\u6570\u6216\u4e3b\u4f53\u6570\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u9700\u8981\u5c55\u793a\u7edd\u5bf9\u8d21\u732e\u57fa\u7840\uff0c\u53ef\u52fe\u9009\u201c\u539f\u59cb\u5206\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u9605\u8bfb\u5730\u5f62\u56fe\u89c6\u56fe<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5207\u6362\u5230\u201c\u5730\u5f62\u56fe\u89c6\u56fe\u201d\u540e\uff0c\u7cfb\u7edf\u4f1a\u628a\u540c\u4e00\u5957\u7ade\u4e89\u529b\u6570\u636e\u8f6c\u6362\u4e3a\u5730\u5f62\u56fe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5730\u5f62\u56fe\u7684\u57fa\u672c\u542b\u4e49\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u5ea7\u5c71\u5cf0\u4ee3\u8868\u4e00\u4e2a AI \u4e3b\u9898\u3002<\/li>\n\n\n\n<li>\u5c71\u5cf0\u9ad8\u5ea6\u53cd\u6620\u8be5\u4e3b\u9898\u5728\u5f53\u524d\u7ef4\u5ea6\u4e0b\u7684\u7efc\u5408\u7ade\u4e89\u5f3a\u5ea6\u3002<\/li>\n\n\n\n<li>\u5c71\u5cf0\u4f4d\u7f6e\u6839\u636e\u4e0d\u540c\u4e3b\u9898\u5728\u7ade\u4e89\u4e3b\u4f53\u4e0a\u7684\u5f97\u5206\u7ed3\u6784\u8ba1\u7b97\uff0c\u7ade\u4e89\u4e3b\u4f53\u7ed3\u6784\u76f8\u4f3c\u7684\u4e3b\u9898\u4f1a\u66f4\u63a5\u8fd1\u3002<\/li>\n\n\n\n<li>\u5730\u5f62\u4e0a\u7684\u70b9\u8868\u793a\u4e3b\u9898\u5185\u7684\u8bba\u6587\u89c4\u6a21\u5206\u5e03\u3002\u5f53\u524d\u7a97\u53e3\u751f\u6210\u6a21\u578b\u65f6\u4e3b\u8981\u7528\u4e8e\u8868\u8fbe\u4e3b\u9898\u89c4\u6a21\u548c\u5bc6\u5ea6\uff0c\u4e0d\u5efa\u8bae\u628a\u6bcf\u4e2a\u70b9\u90fd\u89e3\u91ca\u4e3a\u53ef\u8ffd\u6eaf\u7684\u5177\u4f53\u8bba\u6587\u3002<\/li>\n\n\n\n<li>\u70b9\u7684\u989c\u8272\u5bf9\u5e94\u7ade\u4e89\u4e3b\u4f53\u56fe\u4f8b\uff0c\u901a\u5e38\u53d6\u5f53\u524d\u7ef4\u5ea6\u4e0b\u7684\u91cd\u70b9\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u3002<\/li>\n\n\n\n<li>\u5de6\u4fa7\u4e3b\u9898\u56fe\u4f8b\u7528\u4e8e\u5bf9\u5e94\u4e3b\u9898\u7f16\u53f7\u548c\u4e3b\u9898\u540d\u79f0\uff0c\u53f3\u4fa7\u4e3b\u4f53\u56fe\u4f8b\u7528\u4e8e\u5bf9\u5e94\u70b9\u989c\u8272\u548c\u7ade\u4e89\u4e3b\u4f53\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u53f3\u4fa7\u5730\u5f62\u56fe\u8bbe\u7f6e\u5305\u62ec\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u8bbe\u7f6e\u9879<\/strong><\/td><td><strong>\u9ed8\u8ba4\u503c\u6216\u8303\u56f4<\/strong><\/td><td><strong>\u8bf4\u660e<\/strong><\/td><\/tr><tr><td>\u56fe\u5f62\u7f29\u653e<\/td><td>\u9ed8\u8ba4 1\uff0c\u8303\u56f4 0.46-3.2<\/td><td>\u653e\u5927\u6216\u7f29\u5c0f\u5730\u5f62\u56fe<\/td><\/tr><tr><td>\u89c6\u89d2\u6c34\u5e73\u89d2<\/td><td>\u9ed8\u8ba4\u7ea6 -16 \u5ea6\uff0c\u8303\u56f4 -180 \u5230 180<\/td><td>\u8c03\u6574\u5730\u5f62\u56fe\u5de6\u53f3\u65cb\u8f6c\u89d2\u5ea6<\/td><\/tr><tr><td>\u89c6\u89d2\u9ad8\u5ea6<\/td><td>\u9ed8\u8ba4 0.78\uff0c\u8303\u56f4 0.46-1.18<\/td><td>\u8c03\u6574\u89c2\u5bdf\u4fef\u4ef0\u89d2<\/td><\/tr><tr><td>\u5c71\u4f53\u5f3a\u5ea6<\/td><td>\u9ed8\u8ba4 1\uff0c\u8303\u56f4 0.7-1.6<\/td><td>\u8c03\u6574\u5c71\u5cf0\u9ad8\u5ea6<\/td><\/tr><tr><td>\u4e3b\u9898\u95f4\u8ddd<\/td><td>\u9ed8\u8ba4 1\uff0c\u8303\u56f4 0.65-1.55<\/td><td>\u8c03\u6574\u4e3b\u9898\u4e4b\u95f4\u7684\u7a7a\u95f4\u8ddd\u79bb<\/td><\/tr><tr><td>\u8282\u70b9\u5927\u5c0f<\/td><td>\u9ed8\u8ba4 0.5\uff0c\u8303\u56f4 0.35-3<\/td><td>\u8c03\u6574\u8bba\u6587\u70b9\u5927\u5c0f<\/td><\/tr><tr><td>\u4e3b\u9898\u6587\u5b57\u5927\u5c0f<\/td><td>\u9ed8\u8ba4 11\uff0c\u8303\u56f4 8-20<\/td><td>\u8c03\u6574\u5730\u5f62\u56fe\u4e3b\u9898\u6807\u7b7e\u5b57\u53f7<\/td><\/tr><tr><td>\u4e3b\u9898\u6807\u7b7e\u6570<\/td><td>\u9ed8\u8ba4 5\uff0c\u6700\u5927\u4e0d\u4f4e\u4e8e\u4e3b\u9898\u603b\u6570<\/td><td>\u63a7\u5236\u663e\u793a\u591a\u5c11\u4e2a\u4e3b\u9898\u6807\u7b7e<\/td><\/tr><tr><td>\u663e\u793a\u5f15\u5bfc\u7ebf<\/td><td>\u9ed8\u8ba4\u5f00\u542f<\/td><td>\u663e\u793a\u4e3b\u9898\u6807\u7b7e\u5230\u5c71\u5cf0\u7684\u8fde\u63a5\u7ebf<\/td><\/tr><tr><td>\u663e\u793a\u4e3b\u9898\u7f16\u53f7<\/td><td>\u9ed8\u8ba4\u5f00\u542f<\/td><td>\u663e\u793a `#1`\u3001`#2` \u7b49\u4e3b\u9898\u7f16\u53f7<\/td><\/tr><tr><td>\u663e\u793a\u4e3b\u9898\u540d\u79f0<\/td><td>\u9ed8\u8ba4\u5173\u95ed<\/td><td>\u663e\u793a\u4e3b\u9898\u540d\u79f0<\/td><\/tr><tr><td>\u4e3b\u9898\u56fe\u4f8b<\/td><td>\u9ed8\u8ba4\u5f00\u542f<\/td><td>\u663e\u793a\u5de6\u4fa7\u4e3b\u9898\u56fe\u4f8b<\/td><\/tr><tr><td>\u4e3b\u4f53\u56fe\u4f8b<\/td><td>\u9ed8\u8ba4\u5f00\u542f<\/td><td>\u663e\u793a\u53f3\u4fa7\u4e3b\u4f53\u56fe\u4f8b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"533\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-49.png\" alt=\"\" class=\"wp-image-3810\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-49.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-49-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-49-768x413.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-49-624x336.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe 13\uff1a\u5730\u5f62\u56fe\u53f3\u4fa7\u8bbe\u7f6e\u9762\u677f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5730\u5f62\u56fe\u652f\u6301\u9f20\u6807\u4ea4\u4e92\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u64cd\u4f5c<\/strong><\/td><td><strong>\u6548\u679c<\/strong><\/td><\/tr><tr><td>\u9f20\u6807\u6eda\u8f6e<\/td><td>\u7f29\u653e\u5730\u5f62\u56fe<\/td><\/tr><tr><td>\u9f20\u6807\u5de6\u952e\u62d6\u52a8<\/td><td>\u65cb\u8f6c\u89c6\u89d2<\/td><\/tr><tr><td>\u9f20\u6807\u53f3\u952e\u62d6\u52a8<\/td><td>\u5e73\u79fb\u89c6\u56fe<\/td><\/tr><tr><td>\u9f20\u6807\u5de6\u952e\u70b9\u51fb\u5c71\u5cf0\u9644\u8fd1<\/td><td>\u9ad8\u4eae\u6700\u8fd1\u4e3b\u9898<\/td><\/tr><tr><td>\u53f3\u952e\u5730\u5f62\u56fe\u7a7a\u767d\u5904<\/td><td>\u6253\u5f00\u4e3b\u9898\u6587\u5b57\u5b57\u4f53\u8bbe\u7f6e<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-50.png\" alt=\"\" class=\"wp-image-3811\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-50.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-50-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-50-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-50-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe14\uff1a\u70b9\u51fb\u67d0\u4e2a\u4e3b\u9898\u5c71\u5cf0\u540e\u7684\u9ad8\u4eae\u6548\u679c<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"533\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-51.png\" alt=\"\" class=\"wp-image-3812\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-51.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-51-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-51-768x413.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-51-624x336.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe15\uff1a\u4e3b\u9898\u6587\u5b57\u5b57\u4f53\u8bbe\u7f6e<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5730\u5f62\u56fe\u4f7f\u7528\u5efa\u8bae\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u505a\u6574\u4f53\u683c\u5c40\u5c55\u793a\u65f6\uff0c\u5148\u8c03\u8282\u201c\u56fe\u5f62\u7f29\u653e\u201d\u548c\u201c\u89c6\u89d2\u9ad8\u5ea6\u201d\uff0c\u8ba9\u5c71\u5cf0\u5f62\u6001\u6e05\u695a\u3002<\/li>\n\n\n\n<li>\u4e3b\u9898\u8f83\u591a\u65f6\uff0c\u53ef\u51cf\u5c11\u201c\u4e3b\u9898\u6807\u7b7e\u6570\u201d\uff0c\u4fdd\u7559\u91cd\u70b9\u4e3b\u9898\u6807\u7b7e\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u5c71\u5cf0\u8fc7\u5bc6\uff0c\u53ef\u589e\u5927\u201c\u4e3b\u9898\u95f4\u8ddd\u201d\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u9700\u8981\u5f3a\u8c03\u4e3b\u9898\u7ade\u4e89\u5f3a\u5ea6\u5dee\u5f02\uff0c\u53ef\u9002\u5f53\u589e\u52a0\u201c\u5c71\u4f53\u5f3a\u5ea6\u201d\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u70b9\u8fc7\u5bc6\uff0c\u53ef\u51cf\u5c0f\u201c\u8282\u70b9\u5927\u5c0f\u201d\uff1b\u5982\u679c\u70b9\u4e0d\u660e\u663e\uff0c\u53ef\u589e\u5927\u201c\u8282\u70b9\u5927\u5c0f\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u4fee\u6539\u4e3b\u9898\u540d\u79f0\u3001\u5220\u9664\u4e3b\u9898\u548c\u8c03\u6574\u989c\u8272<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5de6\u4fa7\u4e3b\u9898\u5217\u8868\u4e2d\u53f3\u952e\u67d0\u4e2a\u4e3b\u9898\uff0c\u53ef\u4ee5\u6267\u884c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4fee\u6539\u4e3b\u9898\u540d\u79f0\u3002<\/li>\n\n\n\n<li>\u5220\u9664\u4e3b\u9898\u3002<\/li>\n\n\n\n<li>\u4fee\u6539\u70ed\u529b\u56fe\u989c\u8272\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fee\u6539\u4e3b\u9898\u540d\u79f0\u548c\u5220\u9664\u4e3b\u9898\u53ea\u5f71\u54cd\u5f53\u524d\u53ef\u89c6\u5316\u6a21\u578b\uff0c\u4e0d\u4f1a\u76f4\u63a5\u4fee\u6539\u539f\u59cb\u6570\u636e\u96c6\u4e2d\u7684 AI \u4e3b\u9898\u5b57\u6bb5\u3002\u82e5\u9700\u8981\u4fdd\u7559\u8fd9\u4e9b\u663e\u793a\u5c42\u9762\u7684\u8c03\u6574\uff0c\u8bf7\u4fdd\u5b58\u4e3a .topicheatmap \u6587\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"532\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-52.png\" alt=\"\" class=\"wp-image-3813\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-52.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-52-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-52-768x412.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-52-624x335.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe16\uff1a\u4fee\u6539\u4e3b\u9898\u540d\u79f0\u3001\u5220\u9664\u4e3b\u9898\u548c\u989c\u8272\u8bbe\u7f6e<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u5207\u6362\u80cc\u666f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9876\u90e8\u5de5\u5177\u680f\u63d0\u4f9b\u4e24\u79cd\u80cc\u666f\u64cd\u4f5c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ed1\u767d\u80cc\u666f\uff1a\u5728\u9ed1\u8272\u548c\u767d\u8272\u80cc\u666f\u4e4b\u95f4\u5207\u6362\u3002<\/li>\n\n\n\n<li>\u5f69\u8272\u80cc\u666f\uff1a\u6253\u5f00\u989c\u8272\u9009\u62e9\u5668\uff0c\u81ea\u5b9a\u4e49\u80cc\u666f\u989c\u8272\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u80cc\u666f\u989c\u8272\u4f1a\u540c\u65f6\u5e94\u7528\u4e8e\u70ed\u529b\u56fe\u89c6\u56fe\u548c\u5730\u5f62\u56fe\u89c6\u56fe\u3002\u6df1\u8272\u80cc\u666f\u9002\u5408\u5c4f\u5e55\u6f14\u793a\uff0c\u6d45\u8272\u80cc\u666f\u9002\u5408 Word\u3001\u8bba\u6587\u548c\u6253\u5370\u6750\u6599\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u4fdd\u5b58\u3001\u6253\u5f00\u548c\u5bfc\u51fa<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">9.1 \u4fdd\u5b58\u4e3a `.topicheatmap`<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u70b9\u51fb\u5de5\u5177\u680f\u201c\u4fdd\u5b58\u201d\uff0c\u9009\u62e9 .topicheatmap \u683c\u5f0f\uff0c\u53ef\u4ee5\u4fdd\u5b58\u5f53\u524d\u53ef\u89c6\u5316\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">.topicheatmap \u6587\u4ef6\u4f1a\u4fdd\u5b58\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f53\u524d\u4e3b\u9898\u548c\u4e3b\u4f53\u77e9\u9635\u3002<\/li>\n\n\n\n<li>\u5f53\u524d\u4e3b\u9898\u91cd\u547d\u540d\u6216\u5220\u9664\u540e\u7684\u7ed3\u679c\u3002<\/li>\n\n\n\n<li>\u70ed\u529b\u56fe\u663e\u793a\u8bbe\u7f6e\uff0c\u5982\u539f\u59cb\u5206\u3001\u4e3b\u9898\u7f16\u53f7\u3001\u4e3b\u9898\u540d\u79f0\u3001\u56fe\u4f8b\u3001\u4e3b\u9898\u6587\u5b57\u89d2\u5ea6\u3001\u80cc\u666f\u8272\u548c\u70ed\u529b\u56fe\u989c\u8272\u3002<\/li>\n\n\n\n<li>\u5730\u5f62\u56fe\u4e3b\u9898\u6587\u5b57\u5b57\u4f53\u6837\u5f0f\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u6ce8\u610f\uff1a.topicheatmap \u4e0d\u5305\u542b\u539f\u59cb\u6570\u636e\u96c6\u3002\u91cd\u65b0\u6253\u5f00\u540e\u4e0d\u80fd\u6839\u636e\u539f\u59cb\u6570\u636e\u91cd\u65b0\u8ba1\u7b97\u4e3b\u9898\u6570\u548c\u4e3b\u4f53\u6570\uff0c\u53ea\u80fd\u67e5\u770b\u3001\u8c03\u6574\u663e\u793a\u5e76\u5bfc\u51fa\u5f53\u524d\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"533\" src=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-53.png\" alt=\"\" class=\"wp-image-3814\" srcset=\"http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-53.png 991w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-53-300x161.png 300w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-53-768x413.png 768w, http:\/\/itginsight.com\/wp-content\/uploads\/2026\/06\/image-53-624x336.png 624w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fe17\uff1a<\/strong><strong>\u4fdd\u5b58 `.topicheatmap` \u6587\u4ef6\u7684\u4fdd\u5b58\u7a97\u53e3<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">9.2 \u6253\u5f00 `.topicheatmap`<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u4ece\u7a97\u53e3\u5de5\u5177\u680f\u70b9\u51fb\u201c\u6253\u5f00\u201d\uff0c\u4e5f\u53ef\u4ee5\u5728\u4e3b\u754c\u9762\u76f4\u63a5\u6253\u5f00 .topicheatmap \u6587\u4ef6\u3002\u6253\u5f00\u540e\u4f1a\u8fdb\u5165\u540c\u4e00\u4e2a\u53ef\u89c6\u5316\u7a97\u53e3\uff0c\u5e76\u53ef\u7ee7\u7eed\u5728\u70ed\u529b\u56fe\u89c6\u56fe\u548c\u5730\u5f62\u56fe\u89c6\u56fe\u4e4b\u95f4\u5207\u6362\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">9.3 \u5bfc\u51fa SVG<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4fdd\u5b58\u7a97\u53e3\u4e2d\u9009\u62e9 .svg \u683c\u5f0f\uff0c\u53ef\u4ee5\u5bfc\u51fa\u5f53\u524d\u70ed\u529b\u56fe\u4e3a SVG \u77e2\u91cf\u56fe\u3002\u5f53\u524d\u5b9e\u73b0\u7684 SVG \u5bfc\u51fa\u57fa\u4e8e\u70ed\u529b\u56fe\u6a21\u578b\uff0c\u9002\u5408\u7528\u4e8e\u62a5\u544a\u3001\u8bba\u6587\u548c PPT \u63d2\u56fe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u9700\u8981\u4fdd\u5b58\u5730\u5f62\u56fe\u753b\u9762\uff0c\u5efa\u8bae\u4f7f\u7528\u7cfb\u7edf\u622a\u56fe\u5de5\u5177\u6216\u8f6f\u4ef6\u622a\u56fe\u529f\u80fd\u8fdb\u884c\u622a\u56fe\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">9.4 \u5bfc\u51fa Excel<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u70b9\u51fb\u5de5\u5177\u680f Excel \u6309\u94ae\uff0c\u53ef\u4ee5\u5bfc\u51fa\u6570\u636e\u8868\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u5f53\u524d\u7a97\u53e3\u6765\u6e90<\/strong><\/td><td><strong>\u5bfc\u51fa\u5185\u5bb9<\/strong><\/td><\/tr><tr><td>\u4ece\u5f53\u524d\u6570\u636e\u96c6\u751f\u6210<\/td><td>\u5bfc\u51fa\u5b8c\u6574 AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u5de5\u4f5c\u7c3f\uff0c\u5305\u542b\u4f5c\u8005\u3001\u673a\u6784\u3001\u56fd\u5bb6\u4e09\u7c7b\u77e9\u9635\u548c\u65b9\u6cd5\u8bf4\u660e<\/td><\/tr><tr><td>\u4ece `.topicheatmap` \u6587\u4ef6\u6253\u5f00<\/td><td>\u5bfc\u51fa\u5f53\u524d\u70ed\u529b\u56fe\u77e9\u9635\u548c\u4e3b\u9898\u6458\u8981<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u63a8\u8350\u5de5\u4f5c\u6d41<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8350\u6309\u4ee5\u4e0b\u6d41\u7a0b\u5b8c\u6210\u4e00\u6b21\u5b8c\u6574\u5206\u6790\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bfc\u5165\u6216\u6253\u5f00\u6587\u732e\u6570\u636e<br>\u2192 \u6267\u884c AI \u4e3b\u9898\u8bc6\u522b<br>\u2192 \u68c0\u67e5\u5e76\u89c4\u8303 AI \u4e3b\u9898\u540d\u79f0<br>\u2192 \u5bfc\u51fa AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570 Excel<br>\u2192 \u6253\u5f00 AI \u4e3b\u9898\u7ade\u4e89\u70ed\u529b\u56fe<br>\u2192 \u9009\u62e9\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u7ef4\u5ea6<br>\u2192 \u5728\u70ed\u529b\u56fe\u89c6\u56fe\u4e2d\u89c2\u5bdf\u4e3b\u4f53-\u4e3b\u9898\u7ade\u4e89\u77e9\u9635<br>\u2192 \u5728\u5730\u5f62\u56fe\u89c6\u56fe\u4e2d\u89c2\u5bdf\u4e3b\u9898\u7ade\u4e89\u5cf0\u503c\u548c\u4e3b\u9898\u95f4\u7ed3\u6784<br>\u2192 \u8c03\u6574\u4e3b\u9898\u6570\u3001\u4e3b\u4f53\u6570\u3001\u6807\u7b7e\u3001\u989c\u8272\u548c\u80cc\u666f<br>\u2192 \u4fdd\u5b58 .topicheatmap<br>\u2192 \u5bfc\u51fa Excel \u6216 SVG<br>\u2192 \u5c06\u70ed\u529b\u56fe\u3001\u5730\u5f62\u56fe\u622a\u56fe\u548c\u5173\u952e\u6307\u6570\u6570\u503c\u5199\u5165\u62a5\u544a<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8c\u3001\u539f\u7406\u8bf4\u660e<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u6570\u636e\u57fa\u7840<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u4ee5\u201c\u6587\u732e &#8211; AI \u4e3b\u9898 &#8211; \u7ade\u4e89\u4e3b\u4f53\u201d\u4e3a\u57fa\u7840\u7ed3\u6784\u3002\u7cfb\u7edf\u4e3b\u8981\u8bfb\u53d6\u4ee5\u4e0b\u6570\u636e\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6570\u636e<\/strong><\/td><td><strong>\u5178\u578b\u8868\u6216\u5b57\u6bb5<\/strong><\/td><td><strong>\u4f5c\u7528<\/strong><\/td><\/tr><tr><td>\u6587\u732e\u57fa\u7840\u4fe1\u606f<\/td><td>`docTable.Id`\u3001`Record`\u3001`Time`\u3001`ReferencedNumber`\u3001`AITopics`<\/td><td>\u83b7\u53d6\u6587\u732e\u3001\u9898\u540d\u3001\u5e74\u4efd\u3001\u88ab\u5f15\u6b21\u6570\u548c AI \u4e3b\u9898\u5b57\u6bb5<\/td><\/tr><tr><td>AI \u4e3b\u9898\u5173\u7cfb<\/td><td>`docTopicTable.DocId`\u3001`Topic`<\/td><td>\u5224\u65ad\u6bcf\u7bc7\u6587\u732e\u5c5e\u4e8e\u54ea\u4e9b AI \u4e3b\u9898<\/td><\/tr><tr><td>\u4f5c\u8005<\/td><td>`authorTable`\u3001`docAuthorTable`<\/td><td>\u8ba1\u7b97\u4f5c\u8005\u7ef4\u5ea6\u7ade\u4e89\u529b<\/td><\/tr><tr><td>\u673a\u6784<\/td><td>`affiliationTable`\u3001`docAffiliationTable`<\/td><td>\u8ba1\u7b97\u673a\u6784\u7ef4\u5ea6\u7ade\u4e89\u529b<\/td><\/tr><tr><td>\u56fd\u5bb6<\/td><td>`countryTable`\u3001`docCountryTable`<\/td><td>\u8ba1\u7b97\u56fd\u5bb6\u7ef4\u5ea6\u7ade\u4e89\u529b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3b\u9898\u8bfb\u53d6\u4f18\u5148\u7ea7\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4f18\u5148\u8bfb\u53d6 docTopicTable\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u6ca1\u6709\u6709\u6548\u4e3b\u9898\u5173\u7cfb\uff0c\u5219\u8bfb\u53d6 docTable.AITopics\u3002<\/li>\n\n\n\n<li>docTable.AITopics \u4e2d\u591a\u4e2a\u4e3b\u9898\u4f7f\u7528 | \u5206\u9694\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">2. AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u539f\u7406<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u4e0d\u662f\u7b80\u5355\u7684\u53d1\u6587\u91cf\u6392\u540d\uff0c\u800c\u662f\u7efc\u5408\u6587\u732e\u7684\u4e3b\u9898\u5f52\u5c5e\u548c\u4e3b\u9898\u5185\u5f15\u7528\u6743\u91cd\uff0c\u8861\u91cf\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u5728\u67d0\u4e2a AI \u4e3b\u9898\u4e0b\u7684\u76f8\u5bf9\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u7840\u7b26\u53f7\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u7b26\u53f7<\/strong><\/td><td><strong>\u542b\u4e49<\/strong><\/td><\/tr><tr><td>`d`<\/td><td>\u4e00\u7bc7\u6587\u732e<\/td><\/tr><tr><td>`t`<\/td><td>\u4e00\u4e2a AI \u4e3b\u9898<\/td><\/tr><tr><td>`e`<\/td><td>\u4e00\u4e2a\u7ade\u4e89\u4e3b\u4f53\uff0c\u53ef\u4ee5\u662f\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6<\/td><\/tr><tr><td>`T(d)`<\/td><td>\u6587\u732e `d` \u5173\u8054\u7684 AI \u4e3b\u9898\u96c6\u5408<\/td><\/tr><tr><td>`D(t)`<\/td><td>\u5173\u8054\u5230\u4e3b\u9898 `t` \u7684\u6587\u732e\u96c6\u5408<\/td><\/tr><tr><td>`D(e,t)`<\/td><td>\u540c\u65f6\u5305\u542b\u4e3b\u4f53 `e` \u4e14\u5173\u8054\u4e3b\u9898 `t` \u7684\u6587\u732e\u96c6\u5408<\/td><\/tr><tr><td>`Citation(d)`<\/td><td>\u6587\u732e `d` \u7684\u88ab\u5f15\u6b21\u6570<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 \u4e3b\u9898\u5206\u644a\u6743\u91cd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u7bc7\u6587\u732e\u53ef\u80fd\u5c5e\u4e8e\u591a\u4e2a AI \u4e3b\u9898\u3002\u4e3a\u907f\u514d\u591a\u4e3b\u9898\u6587\u732e\u5728\u591a\u4e2a\u4e3b\u9898\u4e2d\u88ab\u91cd\u590d\u653e\u5927\uff0c\u7cfb\u7edf\u4f7f\u7528\u4e3b\u9898\u5206\u644a\u6743\u91cd\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">TopicWeight(d,t) = 1 \/ |T(d)|<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4e00\u7bc7\u6587\u732e\u540c\u65f6\u5c5e\u4e8e 4 \u4e2a AI \u4e3b\u9898\uff0c\u5219\u5b83\u5bf9\u6bcf\u4e2a\u4e3b\u9898\u7684\u4e3b\u9898\u6743\u91cd\u4e3a 1\/4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 \u5f15\u7528\u6743\u91cd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u5b9e\u73b0\u9ed8\u8ba4\u542f\u7528\u5f15\u7528\u5e73\u6ed1\uff0c\u5373\u4f7f\u7528 Citation(d)+1\u3002\u8fd9\u6837\u96f6\u88ab\u5f15\u6587\u732e\u4e5f\u4f1a\u4fdd\u7559\u57fa\u7840\u8d21\u732e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CitationWeight(d,t) =<br>(Citation(d)+1) \/ sum_{i in D(t)}(Citation(i)+1)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u67d0\u4e3b\u9898\u4e0b\u6240\u6709\u6587\u732e\u5e73\u6ed1\u540e\u7684\u88ab\u5f15\u603b\u548c\u4e3a 100\uff0c\u67d0\u7bc7\u6587\u732e\u88ab\u5f15\u6b21\u6570\u4e3a 10\uff0c\u5219\u8be5\u6587\u732e\u5728\u4e3b\u9898\u4e2d\u7684\u5f15\u7528\u6743\u91cd\u4e3a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(10 + 1) \/ 100 = 0.11<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 \u5b9e\u4f53\u8d21\u732e\u65b9\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u7248\u672c\u4e0d\u4f7f\u7528\u5b9e\u4f53\u5206\u644a\u6743\u91cd\u3002\u53ea\u8981\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u53c2\u4e0e\u4e86\u4e00\u7bc7\u6587\u732e\uff0c\u8be5\u4e3b\u4f53\u5c31\u5728\u5bf9\u5e94\u7ef4\u5ea6\u4e0a\u83b7\u5f97\u8be5\u6587\u732e\u7684\u5b8c\u6574\u8d21\u732e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u8bbe\u8ba1\u4fbf\u4e8e\u89e3\u91ca\u4e3a\u201c\u53c2\u4e0e\u5373\u8d21\u732e\u201d\uff0c\u9002\u5408\u7528\u4e8e\u89c2\u5bdf\u4e3b\u4f53\u5728\u4e3b\u9898\u4e2d\u7684\u53c2\u4e0e\u548c\u5f71\u54cd\u57fa\u7840\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.4 \u539f\u59cb\u5f97\u5206<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3b\u4f53 e \u5728\u4e3b\u9898 t \u4e0a\u7684\u539f\u59cb\u5f97\u5206\u4e3a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RawScore(e,t) =<br>sum_{d in D(e,t)}<br>[<br>&nbsp; 1 \/ |T(d)|<br>&nbsp; * (Citation(d)+1) \/ sum_{i in D(t)}(Citation(i)+1)<br>]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5f97\u5206\u540c\u65f6\u4f53\u73b0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u732e\u6570\u91cf\uff1a\u4e3b\u4f53\u53c2\u4e0e\u7684\u76f8\u5173\u6587\u732e\u8d8a\u591a\uff0c\u8d21\u732e\u7d2f\u52a0\u8d8a\u591a\u3002<\/li>\n\n\n\n<li>\u4e3b\u9898\u5f52\u5c5e\uff1a\u591a\u4e3b\u9898\u6587\u732e\u6309\u4e3b\u9898\u6570\u91cf\u5206\u644a\u3002<\/li>\n\n\n\n<li>\u5f15\u7528\u5f71\u54cd\uff1a\u9ad8\u88ab\u5f15\u6587\u732e\u5728\u4e3b\u9898\u5185\u8d21\u732e\u66f4\u9ad8\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2.5 \u6309\u4e3b\u9898\u5f52\u4e00\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u6bd4\u8f83\u540c\u4e00 AI \u4e3b\u9898\u4e0b\u4e0d\u540c\u4e3b\u4f53\u7684\u76f8\u5bf9\u7ade\u4e89\u529b\uff0c\u7cfb\u7edf\u5bf9\u6bcf\u4e2a\u4e3b\u9898\u5217\u72ec\u7acb\u5f52\u4e00\u5316\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AITCI(e,t) = RawScore(e,t) \/ max_e RawScore(e,t)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f52\u4e00\u5316\u540e\uff0c\u6bcf\u4e2a\u4e3b\u9898\u5217\u4e2d\u6700\u9ad8\u4e3b\u4f53\u5f97\u5206\u4e3a 1\uff0c\u5176\u4ed6\u4e3b\u4f53\u5f97\u5206\u8868\u793a\u5176\u76f8\u5bf9\u4e8e\u8be5\u4e3b\u9898\u6700\u9ad8\u4e3b\u4f53\u7684\u7ade\u4e89\u529b\u6bd4\u4f8b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u70ed\u529b\u56fe\u6a21\u578b\u539f\u7406<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ed\u529b\u56fe\u4e0d\u662f\u663e\u793a\u5168\u90e8\u77e9\u9635\uff0c\u800c\u662f\u4ece\u5b8c\u6574\u7ade\u4e89\u529b\u77e9\u9635\u4e2d\u7b5b\u9009\u91cd\u70b9\u4e3b\u9898\u548c\u91cd\u70b9\u4e3b\u4f53\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3b\u9898\u7b5b\u9009\u6392\u5e8f\u903b\u8f91\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6309\u4e3b\u9898\u7efc\u5408\u7ade\u4e89\u529b\u603b\u5206\u964d\u5e8f\u3002<\/li>\n\n\n\n<li>\u518d\u6309\u539f\u59cb\u5f97\u5206\u603b\u548c\u964d\u5e8f\u3002<\/li>\n\n\n\n<li>\u518d\u6309\u4e3b\u9898\u5173\u8054\u8bba\u6587\u6570\u91cf\u964d\u5e8f\u3002<\/li>\n\n\n\n<li>\u6700\u540e\u6309\u4e3b\u9898\u540d\u79f0\u6392\u5e8f\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3b\u4f53\u7b5b\u9009\u6392\u5e8f\u903b\u8f91\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5728\u5f53\u524d\u663e\u793a\u4e3b\u9898\u8303\u56f4\u5185\uff0c\u6309\u4e3b\u4f53\u7ade\u4e89\u529b\u603b\u5206\u964d\u5e8f\u3002<\/li>\n\n\n\n<li>\u518d\u6309\u539f\u59cb\u5f97\u5206\u603b\u548c\u964d\u5e8f\u3002<\/li>\n\n\n\n<li>\u6700\u540e\u6309\u4e3b\u4f53\u540d\u79f0\u6392\u5e8f\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u53f3\u4fa7\u201c\u4e3b\u9898\u6570\u201d\u548c\u201c\u4e3b\u4f53\u6570\u201d\u51b3\u5b9a\u6700\u7ec8\u5c55\u793a\u591a\u5c11\u5217\u548c\u591a\u5c11\u884c\u3002\u5f53\u524d SciM \u7a97\u53e3\u9ed8\u8ba4\u6bcf\u4e2a\u4e3b\u9898\u53ea\u4fdd\u7559 1 \u4e2a Top \u4e3b\u4f53\u6807\u7b7e\uff0c\u5e76\u5728\u5730\u5f62\u56fe\u4e2d\u6839\u636e\u4e3b\u9898\u8bba\u6587\u6570\u91cf\u751f\u6210\u89c4\u6a21\u70b9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u70ed\u529b\u56fe\u7ed8\u5236\u539f\u7406<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ed\u529b\u56fe\u5355\u5143\u683c\u53ef\u4ee5\u663e\u793a\u4e24\u79cd\u503c\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6a21\u5f0f<\/strong><\/td><td><strong>\u6570\u503c\u6765\u6e90<\/strong><\/td><td><strong>\u9002\u5408\u7528\u9014<\/strong><\/td><\/tr><tr><td>\u9ed8\u8ba4\u6a21\u5f0f<\/td><td>\u5f52\u4e00\u5316\u7ade\u4e89\u529b `AITCI(e,t)`<\/td><td>\u6bd4\u8f83\u540c\u4e00\u4e3b\u9898\u4e0b\u4e0d\u540c\u4e3b\u4f53\u7684\u76f8\u5bf9\u4f18\u52bf<\/td><\/tr><tr><td>\u539f\u59cb\u5206\u6a21\u5f0f<\/td><td>`RawScore(e,t)`<\/td><td>\u8f85\u52a9\u89c2\u5bdf\u4e3b\u4f53\u5728\u4e0d\u540c\u4e3b\u9898\u4e0a\u7684\u8d21\u732e\u57fa\u7840<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u989c\u8272\u6309\u5f53\u524d\u663e\u793a\u77e9\u9635\u4e2d\u7684\u6700\u5c0f\u503c\u548c\u6700\u5927\u503c\u8fdb\u884c\u6620\u5c04\u3002\u8c03\u6574\u4e3b\u9898\u6570\u3001\u4e3b\u4f53\u6570\u6216\u5207\u6362\u539f\u59cb\u5206\u540e\uff0c\u5f53\u524d\u77e9\u9635\u8303\u56f4\u53ef\u80fd\u6539\u53d8\uff0c\u56e0\u6b64\u989c\u8272\u4e5f\u4f1a\u53d8\u5316\u3002\u7cbe\u786e\u6bd4\u8f83\u5e94\u4ee5\u6570\u503c\u6216 Excel \u4e3a\u51c6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ed\u529b\u56fe\u5217\u6807\u9898\u53ef\u663e\u793a\u4e3b\u9898\u7f16\u53f7\u3001\u4e3b\u9898\u540d\u79f0\u6216\u4e8c\u8005\u540c\u65f6\u663e\u793a\u3002\u4e3b\u9898\u540d\u79f0\u8f83\u957f\u65f6\uff0c\u7cfb\u7edf\u4f1a\u622a\u65ad\u663e\u793a\uff0c\u4ee5\u4fdd\u8bc1\u56fe\u5f62\u53ef\u8bfb\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u5730\u5f62\u56fe\u751f\u6210\u539f\u7406<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5730\u5f62\u56fe\u5c06\u70ed\u529b\u56fe\u77e9\u9635\u8fdb\u4e00\u6b65\u8f6c\u6362\u4e3a\u7a7a\u95f4\u5730\u5f62\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5.1 \u4e3b\u9898\u4f4d\u7f6e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u4e3a\u6bcf\u4e2a AI \u4e3b\u9898\u6784\u5efa\u4e00\u4e2a\u7ade\u4e89\u529b\u5411\u91cf\u3002\u5411\u91cf\u4e2d\u7684\u5143\u7d20\u662f\u5f53\u524d\u663e\u793a\u4e3b\u4f53\u5728\u8be5\u4e3b\u9898\u4e0b\u7684\u7ade\u4e89\u529b\u5f97\u5206\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u540e\u8ba1\u7b97\u4e3b\u9898\u5411\u91cf\u4e4b\u95f4\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Similarity(t1,t2) =<br>cosine(Vector(t1), Vector(t2))<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ade\u4e89\u4e3b\u4f53\u7ed3\u6784\u8d8a\u76f8\u4f3c\u7684\u4e3b\u9898\uff0c\u5728\u5730\u5f62\u56fe\u4e2d\u8d8a\u5bb9\u6613\u9760\u8fd1\uff1b\u7ed3\u6784\u5dee\u5f02\u8d8a\u5927\u7684\u4e3b\u9898\uff0c\u7a7a\u95f4\u8ddd\u79bb\u8d8a\u8fdc\u3002\u968f\u540e\u7cfb\u7edf\u4f1a\u8fdb\u884c\u4f4d\u7f6e\u677e\u5f1b\u548c\u4e3b\u9898\u95f4\u8ddd\u8c03\u6574\uff0c\u907f\u514d\u4e3b\u9898\u8fc7\u5ea6\u91cd\u53e0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5.2 \u5c71\u5cf0\u9ad8\u5ea6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u4e2a\u4e3b\u9898\u88ab\u8868\u793a\u4e3a\u4e00\u4e2a\u5c71\u5cf0\u3002\u5c71\u5cf0\u9ad8\u5ea6\u4e3b\u8981\u6765\u81ea\u4e3b\u9898\u5728\u5f53\u524d\u7ef4\u5ea6\u4e0b\u7684\u603b\u7ade\u4e89\u529b\u6216\u603b\u539f\u59cb\u5f97\u5206\uff0c\u5e76\u7ed3\u5408\u4e3b\u9898\u7ade\u4e89\u96c6\u4e2d\u5ea6\u8fdb\u884c\u589e\u5f3a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f4\u89c2\u7406\u89e3\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u603b\u5f97\u5206\u8d8a\u9ad8\uff0c\u5c71\u5cf0\u8d8a\u9ad8\u3002<\/li>\n\n\n\n<li>\u7ade\u4e89\u8d8a\u96c6\u4e2d\uff0c\u5c71\u5cf0\u66f4\u5bb9\u6613\u5f62\u6210\u5c16\u5cf0\u3002<\/li>\n\n\n\n<li>\u8bba\u6587\u6570\u91cf\u4f1a\u5f71\u54cd\u5c71\u5cf0\u8303\u56f4\uff0c\u8bba\u6587\u6570\u8d8a\u591a\uff0c\u5c71\u5cf0\u8303\u56f4\u901a\u5e38\u8d8a\u5bbd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5.3 \u8bba\u6587\u70b9\u548c\u4e3b\u4f53\u989c\u8272<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5730\u5f62\u56fe\u4e2d\u7684\u70b9\u7528\u4e8e\u8868\u8fbe\u4e3b\u9898\u5185\u90e8\u7684\u8bba\u6587\u89c4\u6a21\u548c\u5bc6\u5ea6\u3002\u70b9\u7684\u989c\u8272\u6765\u81ea\u4e3b\u4f53\u56fe\u4f8b\uff0c\u901a\u5e38\u5bf9\u5e94\u5f53\u524d\u7ef4\u5ea6\u4e0b\u7684\u91cd\u70b9\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u4f1a\u4f18\u5148\u5c1d\u8bd5\u4ece\u6570\u636e\u96c6\u4e2d\u8bfb\u53d6\u6587\u732e\u4e0e\u4e3b\u4f53\u7684\u5bf9\u5e94\u5173\u7cfb\uff1b\u5982\u679c\u65e0\u6cd5\u7cbe\u786e\u5bf9\u5e94\uff0c\u5219\u6839\u636e\u4e3b\u9898\u7684 Top \u4e3b\u4f53\u6216\u5f53\u524d\u4e3b\u4f53\u5217\u8868\u5206\u914d\u989c\u8272\u3002\u56e0\u6b64\uff0c\u5730\u5f62\u56fe\u66f4\u9002\u5408\u89c2\u5bdf\u4e3b\u9898\u7ade\u4e89\u683c\u5c40\u548c\u4e3b\u4f53\u989c\u8272\u5206\u5e03\uff0c\u4e0d\u5b9c\u628a\u6bcf\u4e2a\u70b9\u90fd\u5f53\u4f5c\u4e00\u6761\u53ef\u7cbe\u786e\u8ffd\u6eaf\u7684\u6587\u732e\u8bb0\u5f55\u89e3\u91ca\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5.4 \u5730\u5f62\u8868\u9762<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u5c06\u6bcf\u4e2a\u4e3b\u9898\u5c71\u5cf0\u770b\u4f5c\u4e00\u4e2a\u4e8c\u7ef4\u9ad8\u65af\u5cf0\uff0c\u5e76\u628a\u591a\u4e2a\u4e3b\u9898\u5cf0\u53e0\u52a0\u6210\u8fde\u7eed\u5730\u5f62\u8868\u9762\u3002\u6e32\u67d3\u65f6\u4f1a\u6839\u636e\u9ad8\u5ea6\u751f\u6210\u989c\u8272\u5e26\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f4e\u5904\u63a5\u8fd1\u6c34\u9762\u6216\u6c99\u5730\u8272\u3002<\/li>\n\n\n\n<li>\u4e2d\u90e8\u63a5\u8fd1\u8349\u5730\u8272\u3002<\/li>\n\n\n\n<li>\u9ad8\u5904\u63a5\u8fd1\u5ca9\u77f3\u6216\u96ea\u9876\u8272\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u5730\u5f62\u8868\u8fbe\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u8bc6\u522b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u54ea\u4e9b\u4e3b\u9898\u5f62\u6210\u7ade\u4e89\u9ad8\u5cf0\u3002<\/li>\n\n\n\n<li>\u54ea\u4e9b\u4e3b\u9898\u5728\u7ade\u4e89\u7ed3\u6784\u4e0a\u63a5\u8fd1\u3002<\/li>\n\n\n\n<li>\u54ea\u4e9b\u4e3b\u4f53\u989c\u8272\u96c6\u4e2d\u5728\u67d0\u4e9b\u4e3b\u9898\u533a\u57df\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u6587\u4ef6\u683c\u5f0f\u4e0e\u5bfc\u51fa\u539f\u7406<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">6.1 \u6307\u6570 Excel<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u6570 Excel \u4fdd\u5b58\u5b8c\u6574\u4e09\u7ef4\u5ea6\u77e9\u9635\uff0c\u5305\u62ec\u4f5c\u8005\u3001\u673a\u6784\u3001\u56fd\u5bb6\u7684\u5f52\u4e00\u5316\u7ade\u4e89\u529b\u8868\u3001\u539f\u59cb\u5f97\u5206\u8868\u548c\u65b9\u6cd5\u8bf4\u660e\u8868\u3002\u5b83\u9002\u5408\u505a\u6570\u503c\u590d\u6838\u548c\u540e\u7eed\u7edf\u8ba1\u5206\u6790\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6.2 `.topicheatmap`<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">.topicheatmap \u662f AI \u4e3b\u9898\u7ade\u4e89\u529b\u53ef\u89c6\u5316\u5de5\u7a0b\u6587\u4ef6\u3002\u5b83\u4fdd\u5b58\u5f53\u524d\u53ef\u89c6\u5316\u6a21\u578b\u548c\u90e8\u5206\u663e\u793a\u8bbe\u7f6e\uff0c\u53ef\u7528\u4e8e\u540e\u7eed\u7ee7\u7eed\u6253\u5f00\u67e5\u770b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u4e8e\u8be5\u6587\u4ef6\u4e0d\u4fdd\u5b58\u5b8c\u6574\u539f\u59cb\u6570\u636e\u96c6\uff0c\u91cd\u65b0\u6253\u5f00\u540e\u4e0d\u80fd\u91cd\u65b0\u8ba1\u7b97\u4e3b\u9898\u6570\u3001\u4e3b\u4f53\u6570\u6216\u7ef4\u5ea6\uff0c\u53ea\u80fd\u57fa\u4e8e\u6587\u4ef6\u4e2d\u7684\u5f53\u524d\u6a21\u578b\u7ee7\u7eed\u663e\u793a\u548c\u5bfc\u51fa\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6.3 SVG<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d SVG \u5bfc\u51fa\u7531\u70ed\u529b\u56fe\u5bfc\u51fa\u5668\u5b8c\u6210\uff0c\u4e3b\u8981\u8f93\u51fa\u70ed\u529b\u56fe\u89c6\u56fe\u3002\u82e5\u9700\u8981\u5730\u5f62\u56fe\u56fe\u7247\uff0c\u5e94\u4f7f\u7528\u622a\u56fe\u65b9\u5f0f\u4fdd\u5b58\u5f53\u524d\u5730\u5f62\u56fe\u753b\u9762\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u7ed3\u679c\u89e3\u8bfb\u5efa\u8bae<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">7.1 \u540c\u4e00\u4e3b\u9898\u4e0b\u6bd4\u8f83\u4e3b\u4f53<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u70ed\u529b\u56fe\u4e2d\u6cbf\u540c\u4e00\u5217\u6bd4\u8f83\u989c\u8272\u548c\u6570\u503c\uff0c\u53ef\u4ee5\u5224\u65ad\u54ea\u4e9b\u4e3b\u4f53\u5728\u8be5\u4e3b\u9898\u4e0b\u66f4\u6709\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u793a\u4f8b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3b\u9898\uff1aLarge Language Models<br>\u673a\u6784 A = 1.0000<br>\u673a\u6784 B = 0.7200<br>\u673a\u6784 C = 0.3100<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u89e3\u8bfb\u4e3a\uff1a\u673a\u6784 A \u5728\u8be5\u4e3b\u9898\u4e0b\u7ade\u4e89\u529b\u6700\u9ad8\uff0c\u673a\u6784 B \u7ea6\u4e3a\u673a\u6784 A \u7684 72%\uff0c\u673a\u6784 C \u7ea6\u4e3a\u673a\u6784 A \u7684 31%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7.2 \u540c\u4e00\u4e3b\u4f53\u8de8\u4e3b\u9898\u89c2\u5bdf\u4f18\u52bf\u65b9\u5411<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u70ed\u529b\u56fe\u4e2d\u6cbf\u540c\u4e00\u884c\u89c2\u5bdf\u989c\u8272\u8f83\u5f3a\u7684\u5355\u5143\u683c\uff0c\u53ef\u4ee5\u5224\u65ad\u8be5\u4e3b\u4f53\u5728\u54ea\u4e9b\u4e3b\u9898\u4e2d\u66f4\u6709\u76f8\u5bf9\u4f18\u52bf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u6ce8\u610f\uff0c\u9ed8\u8ba4\u5f52\u4e00\u5316\u5206\u5f3a\u8c03\u7684\u662f\u201c\u4e3b\u9898\u5185\u90e8\u76f8\u5bf9\u4f4d\u7f6e\u201d\u3002\u5982\u679c\u8981\u770b\u540c\u4e00\u4e3b\u4f53\u5728\u4e0d\u540c\u4e3b\u9898\u4e0a\u7684\u7edd\u5bf9\u8d21\u732e\uff0c\u5e94\u7ed3\u5408\u539f\u59cb\u5206\u6216 Raw Score \u5de5\u4f5c\u8868\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7.3 \u7528\u5730\u5f62\u56fe\u89c2\u5bdf\u6574\u4f53\u7ade\u4e89\u683c\u5c40<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5730\u5f62\u56fe\u9002\u5408\u4ece\u6574\u4f53\u4e0a\u89c2\u5bdf\u4e3b\u9898\u7ade\u4e89\u5cf0\u503c\u548c\u7a7a\u95f4\u5173\u7cfb\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u800c\u5c16\u7684\u5c71\u5cf0\uff1a\u53ef\u80fd\u8868\u793a\u8be5\u4e3b\u9898\u7ade\u4e89\u5f3a\u5ea6\u9ad8\u4e14\u96c6\u4e2d\u3002<\/li>\n\n\n\n<li>\u9ad8\u800c\u5bbd\u7684\u5c71\u5cf0\uff1a\u53ef\u80fd\u8868\u793a\u8be5\u4e3b\u9898\u7ade\u4e89\u5f3a\u5ea6\u9ad8\u4e14\u53c2\u4e0e\u8bba\u6587\u8f83\u591a\u3002<\/li>\n\n\n\n<li>\u76f8\u4e92\u63a5\u8fd1\u7684\u5c71\u5cf0\uff1a\u8bf4\u660e\u8fd9\u4e9b\u4e3b\u9898\u5728\u7ade\u4e89\u4e3b\u4f53\u7ed3\u6784\u4e0a\u8f83\u76f8\u4f3c\u3002<\/li>\n\n\n\n<li>\u67d0\u4e9b\u989c\u8272\u96c6\u4e2d\u5728\u67d0\u4e2a\u533a\u57df\uff1a\u8bf4\u660e\u5bf9\u5e94\u4e3b\u4f53\u5728\u8fd9\u4e9b\u4e3b\u9898\u4e0a\u5e03\u5c40\u8f83\u96c6\u4e2d\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">7.4 \u914d\u5408\u6307\u6570\u8868\u5f62\u6210\u7ed3\u8bba<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5efa\u8bae\u4f7f\u7528\u70ed\u529b\u56fe\u548c\u5730\u5f62\u56fe\u53d1\u73b0\u683c\u5c40\uff0c\u518d\u56de\u5230 Excel \u67e5\u770b\u7cbe\u786e\u6570\u503c\u3002\u62a5\u544a\u4e2d\u53ef\u4ee5\u7528\u70ed\u529b\u56fe\u8bf4\u660e\u4e3b\u4f53-\u4e3b\u9898\u77e9\u9635\uff0c\u7528\u5730\u5f62\u56fe\u5c55\u793a\u6574\u4f53\u7ade\u4e89\u5730\u8c8c\uff0c\u7528 Excel \u6570\u503c\u652f\u6491\u5173\u952e\u5224\u65ad\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u5e38\u89c1\u95ee\u9898<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">8.1 \u4e3a\u4ec0\u4e48\u751f\u6210\u4e0d\u4e86\u7ade\u4e89\u70ed\u529b\u56fe\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c1\u539f\u56e0\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c1a\u672a\u6253\u5f00\u6570\u636e\u96c6\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u96c6\u4e2d\u6ca1\u6709 AI \u4e3b\u9898\u3002<\/li>\n\n\n\n<li>docTable \u7f3a\u5931\u3002<\/li>\n\n\n\n<li>\u4f5c\u8005\u3001\u673a\u6784\u6216\u56fd\u5bb6\u5173\u7cfb\u8868\u4e3a\u7a7a\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf7\u5148\u5b8c\u6210\u6570\u636e\u5bfc\u5165\u548c AI \u4e3b\u9898\u8bc6\u522b\uff0c\u518d\u751f\u6210\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.2 \u4e3a\u4ec0\u4e48\u67d0\u4e2a\u7ef4\u5ea6\u6ca1\u6709\u6570\u636e\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u5e38\u662f\u56e0\u4e3a\u7f3a\u5c11\u5bf9\u5e94\u4e3b\u4f53\u5173\u7cfb\u3002\u4f8b\u5982\u4f5c\u8005\u7ef4\u5ea6\u9700\u8981\u6587\u732e-\u4f5c\u8005\u5173\u7cfb\uff0c\u673a\u6784\u7ef4\u5ea6\u9700\u8981\u6587\u732e-\u673a\u6784\u5173\u7cfb\uff0c\u56fd\u5bb6\u7ef4\u5ea6\u9700\u8981\u6587\u732e-\u56fd\u5bb6\u5173\u7cfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.3 \u4e3a\u4ec0\u4e48\u70ed\u529b\u56fe\u548c\u5730\u5f62\u56fe\u989c\u8272\u542b\u4e49\u4e0d\u540c\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ed\u529b\u56fe\u989c\u8272\u8868\u793a\u5355\u5143\u683c\u5f97\u5206\u5f3a\u5f31\u3002\u5730\u5f62\u56fe\u4e2d\u5c71\u4f53\u989c\u8272\u4e3b\u8981\u8868\u793a\u5730\u5f62\u9ad8\u5ea6\uff0c\u70b9\u989c\u8272\u8868\u793a\u4e3b\u4f53\u56fe\u4f8b\u3002\u4e8c\u8005\u7528\u4e8e\u4e0d\u540c\u5c42\u9762\u7684\u9605\u8bfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.4 \u4e3a\u4ec0\u4e48 `.topicheatmap` \u6253\u5f00\u540e\u4e0d\u80fd\u91cd\u65b0\u8ba1\u7b97\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">.topicheatmap \u53ea\u4fdd\u5b58\u5f53\u524d\u6a21\u578b\u548c\u663e\u793a\u8bbe\u7f6e\uff0c\u4e0d\u5305\u542b\u539f\u59cb\u6570\u636e\u96c6\u3002\u6ca1\u6709\u539f\u59cb\u6570\u636e\u96c6\uff0c\u7cfb\u7edf\u65e0\u6cd5\u91cd\u65b0\u8ba1\u7b97\u65b0\u7684\u4e3b\u9898\u6570\u3001\u4e3b\u4f53\u6570\u548c\u7ef4\u5ea6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.5 \u4e3a\u4ec0\u4e48 SVG \u4e0d\u662f\u5730\u5f62\u56fe\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u4fdd\u5b58\u4e3a SVG \u65f6\u4f7f\u7528\u7684\u662f\u70ed\u529b\u56fe SVG \u5bfc\u51fa\u5668\u3002\u5730\u5f62\u56fe\u662f\u4ea4\u4e92\u6e32\u67d3\u89c6\u56fe\uff0c\u82e5\u9700\u8981\u4fdd\u5b58\u5730\u5f62\u56fe\u753b\u9762\uff0c\u8bf7\u4f7f\u7528\u622a\u56fe\u65b9\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8.6 \u4e3a\u4ec0\u4e48\u5730\u5f62\u56fe\u4e2d\u7684\u70b9\u4e0d\u80fd\u9010\u4e2a\u5bf9\u5e94\u8bba\u6587\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d SciM 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class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SciMetrics\uff1aAI\u4e3b\u9898\u7ade\u4e89\u529b\u6307\u6570\u4e0e\u70ed\u529b\u56fe\u53ef\u89c6\u5316\u7528\u6237\u624b\u518c \u672c\u624b\u518c\u7528\u4e8e\u6307\u5bfc\u7528\u6237\u5728 SciMetrics \u4e2d 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