{"id":878972,"date":"2025-08-18T16:46:12","date_gmt":"2025-08-18T15:46:12","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=878972"},"modified":"2025-10-03T15:11:22","modified_gmt":"2025-10-03T14:11:22","slug":"smarter_universities_with_ai","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/smarter_universities_with_ai\/","title":{"rendered":"\u66f4\u667a\u80fd\u7684\u5927\u5b66\uff1a\u5229\u7528 AI \u548c Data \u4fc3\u8fdb\u8f6c\u578b"},"content":{"rendered":"<blockquote><p><em>\u5f53 Maneka \u8054\u7cfb\u6211\u5206\u4eab\u5979\u7684\u6587\u7ae0\u65f6\uff0c\u6211\u771f\u7684\u5f88\u60f3\u4e86\u89e3\u5979\u5bf9\u4eba\u5de5\u667a\u80fd\u548c data 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.\u5b83\u4eec\u53cd\u6620\u4e86\u5404\u5730\u6821\u56ed\u7684\u4e00\u4e2a\u66f4\u5e7f\u6cdb\u7684\u73b0\u5b9e\uff1a\u5404\u9662\u6821\u90fd\u5728\u52aa\u529b\u5e94\u5bf9\u5404\u81ea\u4e3a\u653f\u7684\u7cfb\u7edf\u3001\u4e0d\u582a\u91cd\u8d1f\u7684\u6559\u804c\u5458\u5de5\u4ee5\u53ca\u671f\u671b\u503c\u8fc5\u901f\u8d85\u8fc7\u4f20\u7edf\u6d41\u7a0b\u7684\u5b66\u751f\u3002.<\/p>\n<p><strong>\u901a\u8fc7\u5229\u7528\u4eba\u5de5\u667a\u80fd\u548c data<\/strong>, \u56e0\u6b64\uff0c\u5927\u5b66\u6709\u673a\u4f1a\u4ece\u6839\u672c\u4e0a\u91cd\u65b0\u601d\u8003\u5982\u4f55\u5438\u5f15\u3001\u652f\u6301\u548c\u57f9\u517b\u5b66\u751f\uff0c\u4e3a\u672a\u6765\u5efa\u7acb\u66f4\u52a0\u7075\u6d3b\u3001\u4ee5\u5b66\u751f\u4e3a\u4e2d\u5fc3\u3001\u66f4\u6709\u5f39\u6027\u7684\u673a\u6784\u3002.<\/p>\n<h2>\u9ad8\u7b49\u6559\u80b2\u8f6c\u578b\u7684\u5173\u952e\u6760\u6746<\/h2>\n<p><img decoding=\"async\" class=\"lazyload size-full wp-image-878974 aligncenter\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2025\/08\/Capture-decran-2025-08-18-164327.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2025\/08\/Capture-decran-2025-08-18-164327.png\" alt=\"Strategic reforms of education and recruitment\" width=\"545\" height=\"500\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27545%27%20height%3D%27500%27%20viewBox%3D%270%200%20545%20500%27%3E%3Crect%20width%3D%27545%27%20height%3D%27500%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2025\/08\/Capture-decran-2025-08-18-164327-200x183.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2025\/08\/Capture-decran-2025-08-18-164327-300x275.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2025\/08\/Capture-decran-2025-08-18-164327-400x367.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2025\/08\/Capture-decran-2025-08-18-164327.png 545w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 545px) 100vw, 545px\" \/><\/p>\n<p>\u8be5\u6846\u67b6\u6982\u8ff0\u4e86 <strong>\u9ad8\u7b49\u6559\u80b2\u6218\u7565\u6539\u9769\u7684\u5173\u952e\u6760\u6746<\/strong>, \u4ee5\u4e09\u5927\u6838\u5fc3\u652f\u67f1\u4e3a\u4e2d\u5fc3\uff1a<\/p>\n<ul>\n<li>\u62db\u751f\u4e0e\u62db\u8058\u3001,<\/li>\n<li>\u5b66\u672f\u4e0e\u6559\u5b66\u521b\u65b0\u3001,<\/li>\n<li>\u4ee5\u53ca \"\u5b66\u751f\u6210\u529f\u4e0e\u4f53\u9a8c\"\u3002.<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u91cd\u70b9\u9886\u57df\u65e8\u5728\u5e2e\u52a9\u9662\u6821\u5438\u5f15\u5408\u9002\u7684\u5b66\u751f\uff0c\u5b9e\u73b0\u5b66\u4e60\u4ea4\u4ed8\u7684\u73b0\u4ee3\u5316\uff0c\u5e76\u5168\u9762\u63d0\u5347\u5b66\u751f\u7684\u5b66\u4e60\u4f53\u9a8c\u3002.<\/p>\n<p>\u652f\u6301\u8fd9\u4e9b\u652f\u67f1\u7684\u5173\u952e\u63a8\u52a8\u56e0\u7d20\u5305\u62ec <strong>\u4e1a\u52a1\u6548\u7387\u4e0e\u53ef\u6301\u7eed\u6027\u548c Data \u57fa\u7840\u8bbe\u65bd\u4e0e\u6cbb\u7406<\/strong> - \u8fd9\u4e3a\u7b80\u5316\u6d41\u7a0b\u3001\u964d\u4f4e\u6210\u672c\u4ee5\u53ca\u5229\u7528\u5b89\u5168\u3001\u96c6\u6210\u7684 data \u8fdb\u884c\u66f4\u660e\u667a\u7684\u51b3\u7b56\u5960\u5b9a\u4e86\u57fa\u7840\u3002.<\/p>\n<p>\u7136\u800c\uff0c\u8f6c\u578b\u4e4b\u8def\u5e76\u975e\u4e00\u5e06\u98ce\u987a\u3002. <strong>\u6709\u6548\u6574\u5408\u4eba\u5de5\u667a\u80fd\u548c data \u89e3\u51b3\u65b9\u6848\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f<\/strong>, <strong>\u5b83\u8981\u6c42\u5f3a\u6709\u529b\u7684 data governance\u3001\u660e\u786e\u7684\u95ee\u8d23\u5236\u4ee5\u53ca\u4e0d\u65ad\u5b66\u4e60\u548c\u9002\u5e94\u7684\u6587\u5316<\/strong>. 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\u751f\u6001\u7cfb\u7edf\uff0c\u6211\u4eec\u4e3a\u6bcf\u4e00\u79cd\u89e3\u51b3\u65b9\u6848\u90fd\u63d0\u4f9b\u4e86\u6709\u9488\u5bf9\u6027\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u62e5\u6709\u63a8\u52a8\u53ef\u8861\u91cf\u6210\u679c\u7684\u826f\u597d\u8bb0\u5f55\u3002.<\/p>\n<h3>1.\u5229\u7528\u9884\u6d4b\u5206\u6790\u548c\u7edf\u4e00 data \u5b9e\u73b0\u62db\u751f\u589e\u957f\u548c\u6821\u53cb\u53c2\u4e0e<\/h3>\n<p>\u968f\u7740\u7ade\u4e89\u7684\u52a0\u5267\u548c\u4eba\u53e3\u7ed3\u6784\u7684\u53d8\u5316\uff0c\u5927\u5b66\u5fc5\u987b\u91cd\u65b0\u601d\u8003\u5982\u4f55\u62db\u6536\u3001\u5438\u5f15\u548c\u7559\u4f4f\u5b66\u751f\uff0c\u540c\u65f6\u52a0\u5f3a\u6821\u53cb\u5173\u7cfb\u4ee5\u63d0\u4f9b\u957f\u671f\u652f\u6301\u3002Artefact \u53ef\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807 <strong>\u7edf\u4e00\u62db\u751f\u3001\u5b66\u751f\u670d\u52a1\u548c\u6821\u53cb data \u7684\u5ba2\u6237 Data \u5e73\u53f0 (CDP)\uff1b\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u4e2a\u6027\u5316\u5916\u8054\u548c\u53c2\u4e0e\u6d3b\u52a8\uff0c\u4ee5\u53ca\u9884\u6d4b\u8d8b\u52bf\u7684\u9884\u6d4b\u6027\u62db\u751f\u6a21\u578b<\/strong>.<\/p>\n<p>\u5728\u7f8e\u56fd\u4e00\u6240\u5927\u578b\u516c\u7acb\u5927\u5b66\uff0cArtefact \u90e8\u7f72\u4e86\u4e00\u4e2a\u96c6\u6210\u4e86\u9ad8\u7ea7\u9884\u6d4b\u5206\u6790\u7684 CDP\uff0c\u4ee5\u6253\u7834 data \u5b64\u5c9b\uff0c\u521b\u9020\u6709\u9488\u5bf9\u6027\u7684\u53c2\u4e0e\u3002\u8fd9\u63d0\u9ad8\u4e86\u5b66\u751f\u5165\u5b66\u7387\uff0c\u63a8\u52a8\u4e86 <strong>\u5b66\u751f\u4fdd\u7559\u7387\u63d0\u9ad8 15%\uff0c\u6821\u53cb\u53c2\u4e0e\u7387\u63d0\u9ad8 25%<\/strong>, \u540c\u65f6\u7b80\u5316\u884c\u653f\u6d41\u7a0b\uff0c\u6bcf\u5e74\u53ef\u8282\u7701\u8d85\u8fc7 $500,000 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