{"id":42686,"date":"2023-07-21T18:00:43","date_gmt":"2023-07-21T10:00:43","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=42686"},"modified":"2023-07-18T10:20:59","modified_gmt":"2023-07-18T02:20:59","slug":"%e8%ab%87%e6%88%80%e6%84%9b%e5%a5%bd%e5%9b%b0%e9%9b%a3%ef%bc%81%e7%94%a8ai%e9%a0%90%e6%b8%ac%e6%9b%96%e6%98%a7%e9%97%9c%e4%bf%82%e8%83%bd%e5%90%a6%e7%99%bc%e5%b1%95%e4%b8%8b%e4%b8%80%e6%ad%a5","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=42686","title":{"rendered":"\u8ac7\u6200\u611b\u597d\u56f0\u96e3\uff01\u7528AI\u9810\u6e2c\u66d6\u6627\u95dc\u4fc2\u80fd\u5426\u767c\u5c55\u4e0b\u4e00\u6b65"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u5143\u671d\u96dc\u5287\u300a\u897f\u5ec2\u8a18\u300b\u4e2d\u5beb\u9053\uff1a\u300c\u82b1\u843d\u6c34\u6d41\u7d05\uff0c\u9592\u6101\u842c\u7a2e\uff0c\u7121\u8a9e\u6028\u6771\u98a8\u300d\uff1b\u660e\u671d\u50b3\u5947\u300a\u7261\u4e39\u4ead\u300b\u4e2d\u6709\u9019\u9ebc\u4e00\u53e5\uff1a\u300c\u60c5\u4e0d\u77e5\u6240\u8d77\uff0c\u4e00\u5f80\u800c\u6df1\u300d\uff1b\u6e05\u671d\u5c0f\u8aaa\u300a\u7d05\u6a13\u5922\u300b\u4e2d\uff0c\u6797\u9edb\u7389\u5728\u6182\u50b7\u4e0b\u541f\u8aa6\u3008\u846c\u82b1\u541f\u3009\uff1a\u300c\u82b1\u8b1d\u82b1\u98db\u82b1\u6eff\u5929\uff0c\u7d05\u6d88\u9999\u65b7\u6709\u8ab0\u6190\u300d\u3002\u81ea\u53e4\u4ee5\u4f86\uff0c\u6709\u591a\u5c11\u75f4\u7537\u6028\u5973\uff0c\u70ba\u611b\u6210\u7661\u3001\u56e0\u60c5\u6240\u56f0\u3002\u5728\u79d1\u6280\u9032\u6b65\u7684\u4eca\u65e5\uff0c\u6211\u5011\u662f\u5426\u6709\u8fa6\u6cd5\u900f\u904eAI\u7684\u5927\u6578\u64da\u5206\u6790\uff0c\u5e6b\u52a9\u6211\u5011\u89e3\u6c7a\u300c\u6200\u611b\u96e3\u984c\u300d\u5462\uff1f\u79d1\u5b78\u5bb6Easrwick\u7684\u7814\u7a76\u5718\u968a\u5229\u7528\u96a8\u6a5f\u68ee\u6797 (random forest) \u9019\u7a2e\u6a5f\u5668\u5b78\u7fd2\u65b9\u6cd5\uff0c\u8abf\u67e5\u7a76\u7adf\u6709\u54ea\u4e9b\u56e0\u7d20\u6703\u5f71\u97ff\u4eba\u8207\u4eba\u767c\u5c55\u6200\u60c5\u7684\u610f\u9858\uff0c\u4e26\u6210\u529f\u6b78\u7d0d\u51fa12\u9805\u300c\u500b\u9ad4\u5dee\u7570\u300d\u56e0\u7d20\u820722\u9805\u300c\u7279\u5b9a\u76ee\u6a19\u300d\u56e0\u7d20\u3002\u96d6\u7136\u9019\u4e26\u4e0d\u80fd\u5b8c\u5168\u89e3\u958b\u300c\u6200\u611b\u300d\u9019\u500b\u5343\u53e4\u96e3\u984c\uff0c\u4f46\u5b83\u80fd\u5920\u5e6b\u52a9\u6211\u5011\u77ad\u89e3\u4eba\u985e\u793e\u6703\u806f\u7e6b\u662f\u5982\u4f55\u6f14\u5316\u800c\u4f86\uff0c\u9084\u6709\u4eba\u985e\u7956\u5148\u662f\u5982\u4f55\u751f\u5b58\u4e0b\u4f86\u7684\u3002<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n<p>\u300c\u66d6\u6627\u8b93\u4eba\u53d7\u76e1\u59d4\u5c48\u300d\uff0c\u8981\u600e\u9ebc\u8ddf\u66d6\u6627\u5c0d\u8c61\u7d50\u675f\u300c\u53cb\u9054\u4ee5\u4e0a\uff0c\u6200\u4eba\u672a\u6eff\u300d\u7684\u95dc\u4fc2\uff0c\u82e6\u4e86\u591a\u5c11\u7661\u60c5\u7537\u5973\u7684\u5fc3\u3002\u5728\u9019\u500b\u4e8b\u4e8b\u554fAI\u7684\u6642\u4ee3\u88e1\uff0c\u6709\u6c92\u6709\u53ef\u80fd\u900f\u904eAI\u4f86\u9810\u6e2c\u4ec0\u9ebc\u6a23\u7684\u66d6\u6627\u95dc\u4fc2\u6bd4\u8f03\u6709\u53ef\u80fd\u6703\u767c\u5c55\u51fa\u5177\u6709\u627f\u8afe\u7684\u7a69\u5b9a\u95dc\u4fc2\u5462\uff1f<\/p>\n<figure id=\"attachment_42688\" aria-describedby=\"caption-attachment-42688\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-42688 size-large\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/07\/AI\u9810\u6e2c\u66d6\u6627-1024x686.jpg\" alt=\"\" width=\"800\" height=\"536\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/07\/AI\u9810\u6e2c\u66d6\u6627-1024x686.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/07\/AI\u9810\u6e2c\u66d6\u6627-300x201.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/07\/AI\u9810\u6e2c\u66d6\u6627-768x515.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-42688\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<h6><strong><span style=\"color: #008080;\">\u300c\u60c5\u4e0d\u77e5\u6240\u8d77\uff0c\u4e00\u5f80\u800c\u6df1\uff1f\u300d\u70ba\u4ec0\u9ebc\u6703\u5c0d\u4e00\u500b\u4eba\u7522\u751f\u60c5\u612b\u5462\uff1f<\/span><\/strong><\/h6>\n<p>\u5927\u90e8\u5206\u7684\u95dc\u4fc2\u79d1\u5b78 (Relationship Science) \u7814\u7a76\u8457\u91cd\u65bc\u4eba\u5011\u5982\u4f55\u8a55\u50f9\u3001\u63cf\u8ff0\u95dc\u4fc2\u4e2d\u7684\u53e6\u4e00\u534a\uff0c\u6216\u8005\u8457\u91cd\u65bc\u6aa2\u8996\u4eba\u5011\u600e\u9ebc\u770b\u5f85\u9577\u671f\u7a69\u5b9a\u4ea4\u5f80\u4e2d\u4ee5\u53ca\u7d50\u5a5a\u7684\u5c0d\u8c61\u3002\u4f46\u662f\u95dc\u65bc\u95dc\u4fc2\u767c\u5c55\u7684\u521d\u671f\u2500\u2500\u5728\u6210\u70ba\u6200\u4eba\u4e4b\u524d\u7684\u670b\u53cb\u968e\u6bb5\u2500\u2500\u537b\u8f03\u5c11\u6709\u7814\u7a76\u8457\u58a8\u65bc\u6b64\u3002\u4eba\u5011\u7a76\u7adf\u662f\u600e\u9ebc\u5f9e\u832b\u832b\u4eba\u6d77\u4e2d\u6c7a\u5b9a\u8207\u8ab0\u66d6\u6627\uff0c\u800c\u5f8c\u767c\u5c55\u7a69\u5b9a\u7684\u95dc\u4fc2\u5462\uff1f<\/p>\n<p>\u70ba\u4e86\u5206\u6790\u7522\u751f\u66d6\u6627\u8208\u8da3 (romantic interests) \u7684\u56e0\u7d20\uff0c\u5728Eastwick\u7b49\u4eba (2023) \u7684\u7814\u7a76\u4e2d\uff0c\u627e\u4f86\u4e86208\u4f4d\u55ae\u8eab\u7684\u7570\u6027\u6200\u5927\u5b78\u751f\u9032\u884c\u7814\u7a76\uff0c\u4e26\u4e14\u5c31\u4ed6\u5011\u7684\u611f\u60c5\u72c0\u6cc1\u9032\u884c\u70ba\u671f7\u500b\u6708\u7684\u8abf\u67e5\u3002\u7814\u7a76\u8005\u8a62\u554f\u4e86\u4ed6\u5011\u7576\u6642\u6709\u597d\u611f\u7684\u5c0d\u8c61\uff0c\u4e26\u4e14\u8acb\u4ed6\u5011\u586b\u5beb\u300c\u500b\u9ad4\u5dee\u7570 (individual difference)\u300d\u554f\u5377\u4ee5\u53ca\u300c\u7279\u5b9a\u76ee\u6a19 (target specific)\u300d\u554f\u5377\u3002<\/p>\n<p>\u6240\u8b02\u7684\u300c\u500b\u9ad4\u5dee\u7570\u300d\u6307\u7684\u662f\u6bcf\u500b\u500b\u4eba\u81ea\u6211\u7684\u8a55\u50f9\uff0c\u5728\u7814\u7a76\u4e2d\uff0c\u5305\u542b\u500b\u4eba\u7684\u57fa\u672c\u8cc7\u8a0a\u3001\u4eba\u683c\u7279\u8cea\u3001\u6c23\u8cea\u3001\u4fe1\u4ef0\u3001\u4f9d\u9644 (attachment) \u985e\u578b\u3001\u80fd\u529b\u7b49\u9762\u5411\uff0c\u4f8b\u5982\u300c\u5982\u679c\u6211\u53ef\u4ee5\u540c\u6642\u5728\u6709\u7a69\u5b9a\u4ea4\u5f80\u5c0d\u8c61\u7684\u60c5\u6cc1\u4e4b\u4e0b\u6709\u5c0f\u4e09\uff0c\u6211\u6703\u600e\u9ebc\u505a\u300d\u3001\u300c\u6211\u901a\u5e38\u6703\u539f\u8ad2\u50b7\u4e86\u6211\u7684\u5fc3\u7684\u4eba\u300d\u3001\u300c\u5982\u679c\u6709\u4eba\u5c0d\u6211\u5f88\u751f\u6c23\uff0c\u6211\u6703\u975e\u5e38\u7126\u616e\u6216\u96e3\u904e\u300d\u7b49\uff0c\u984c\u76ee\u76f8\u7576\u591a\u5143\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u300c\u7279\u5b9a\u76ee\u6a19\u300d\u6307\u7684\u662f\u8acb\u53c3\u8207\u7814\u7a76\u7684\u5927\u5b78\u751f\u8a55\u50f9\u90a3\u4e9b\u4ed6\u5011\u300c\u60f3\u8ffd\u6c42\u7684\u4eba\u5011\u300d\uff0c208\u4f4d\u5927\u5b78\u751f\u7e3d\u5171\u63d0\u540d\u4e861065\u4f4d\u300c\u60f3\u8ffd\u6c42\u7684\u4eba\u300d\uff0c\u554f\u5377\u5167\u5bb9\u63d0\u554f\u9762\u5411\u5305\u542b\u8a72\u5c0d\u8c61\u7684\u5438\u5f15\u529b\u3001\u4f01\u5716\u5fc3\u3001\u9b45\u529b\u3001\u5275\u9020\u529b\u7b49\u7b49\uff0c\u4f8b\u5982\u300c\u6211\u5e38\u5e38\u89ba\u5f97\u90a3\u500b\u4eba\u7684\u597d\u611f\u52d5\u4f5c\u8b93\u6211\u56f0\u60d1\u300d\u3001\u300c\u6211\u89ba\u5f97\u90a3\u500b\u4eba\u662f\u5f88\u6a02\u89c0\u7684\u300d\u3001\u300c\u5982\u679c\u6211\u6709\u56f0\u96e3\u6211\u6703\u7b2c\u4e00\u500b\u60f3\u627e\u90a3\u500b\u4eba\u300d\u3001\u300c\u6211\u4fe1\u4efb\u90a3\u500b\u4eba\u300d\u7b49\uff0c\u5305\u542b\u8a31\u591a\u91dd\u5c0d\u8a72\u7279\u5b9a\u5c0d\u8c61\u7684\u60f3\u6cd5\u3002\u800c\u300c\u66d6\u6627\u8208\u8da3\u300d\u7684\u5206\u6578\u4e5f\u540c\u6a23\u662f\u7531\u7814\u7a76\u7684\u53c3\u8207\u8005\u91dd\u5c0d\u6bcf\u4e00\u4f4d\u6f5b\u5728\u8ffd\u6c42\u5c0d\u8c61\u9032\u884c\u8a55\u5206\uff0c\u4ee51\u5206\u52307\u5206\u4f86\u8868\u73fe\u60f3\u8207\u8a72\u5c0d\u8c61\u66d6\u6627\u7684\u7a0b\u5ea6\u3002<\/p>\n<p>\u7814\u7a76\u4ee5\u96a8\u6a5f\u68ee\u6797 (random forest) 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style=\"color: #008080;\">\u611f\u60c5\u5e02\u5834\u4e2d\uff0c\u300c\u5438\u5f15\u529b\u300d\u662f\u6700\u5927\u7684\u56e0\u7d20\uff0c\u4f46\u6709\u60c5\u4eba\u4ecd\u7136\u96e3\u6210\u7737\u5c6c<\/span><\/strong><\/h6>\n<p>\u7e3d\u7d50\u4f86\u8aaa\uff0c\u5728\u9810\u6e2c\u5c0d\u65bc\u300c\u60f3\u8ffd\u6c42\u7684\u5c0d\u8c61\u300d\u7684\u6200\u611b\u8208\u8da3\u6642\uff0c\u4e0d\u8ad6\u662f\u500b\u9ad4\u5dee\u7570\u9084\u662f\u7279\u5b9a\u5c0d\u8c61\u9019\u5169\u9805\u56e0\u7d20\uff0c\u5438\u5f15\u529b\u90fd\u6709\u6700\u5f37\u7684\u9810\u6e2c\u6548\u679c\uff0c\u9019\u4e5f\u547c\u61c9\u4e86Eastwick\u7814\u7a76\u5718\u968a\u7684\u53e6\u4e00\u9805\u7814\u7a76\u6210\u679c (Baxter et al., 2022)\uff0c\u5728\u5feb\u901f\u914d\u5c0d\u7d04\u6703\u7684\u60c5\u5883\u4e2d\uff0c\u7b2c\u4e00\u5370\u8c61\u626e\u6f14\u4e86\u975e\u5e38\u91cd\u8981\u7684\u89d2\u8272\u3002<\/p>\n<p>\u7136\u800c\uff0c\u9019\u9805\u70ba\u671f7\u500b\u6708\u7684\u7814\u7a76\u8abf\u67e5\u4e2d\uff0c\u6700\u5f8c\u50c5\u670911%\u7684\u4eba\u78ba\u5be6\u6709\u9032\u5165\u5230\u4ea4\u5f80\u95dc\u4fc2\uff1b\u800c\u904e\u53bb\u7684\u7814\u7a76\u5176\u5be6\u4e5f\u767c\u73fe\u4e86\uff0c\u5728\u70ba\u671f5\uff5e7\u500b\u6708\u7684\u7814\u7a76\u88e1\uff0c\u5927\u7d04\u53ea\u6709\u4e09\u6210\u5de6\u53f3\u7684\u4eba\u6703\u6210\u529f\u4ea4\u5f80\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u4e5f\u6709\u7814\u7a76\u8868\u793a\uff0c\u5927\u7d0415%\u7684\u4eba\u5176\u5be6\u6703\u7dad\u6301\u300c\u53cb\u9054\u4ee5\u4e0a\u300d\u7684\u95dc\u4fc2\u9577\u9054\u4e00\u5e74\u4ee5\u4e0a\uff0c\u56e0\u6b64\u9019\u9805\u7814\u7a76\u96d6\u7136\u8a66\u5716\u9577\u671f\u8ffd\u8e64\uff0c\u4f46\u4ecd\u7136\u9084\u662f\u6709\u6240\u9650\u5236\uff0c\u8ac7\u6200\u611b\u679c\u7136\u9084\u662f\u4e00\u4ef6\u4e0d\u5bb9\u6613\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u4e0d\u904e\uff0c\u4f5c\u8005\u4e5f\u63d0\u9192\u8b80\u8005\uff0c\u9019\u9805\u7814\u7a76\u8abf\u67e5\u662f\u4ee5\u5927\u5b78\u751f\u70ba\u5c0d\u8c61\uff0c\u7814\u7a76\u6210\u679c\u53ef\u80fd\u4e5f\u6703\u53d7\u5230\u300c\u7d04\u70ae\u300d\u6587\u5316\u7684\u5f71\u97ff\uff0c\u6240\u4ee5\u4e0d\u96e3\u767c\u73fe\u5f88\u591a\u8207\u300c\u6027\u300d\u6709\u95dc\u7684\u56e0\u7d20\uff0c\u80fd\u6210\u70ba\u9810\u6e2c\u8207\u6f5b\u5728\u7d04\u6703\u5c0d\u8c61\u7522\u751f\u66d6\u6627\u8208\u8da3\u7684\u56e0\u7d20\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u6709\u8da3\u7684\u662f\uff0c\u300c\u6df7\u5408\u4fe1\u865f\u300d\u4e5f\u662f\u9810\u6e2c\u56e0\u7d20\u4e4b\u4e00\uff0c\u53ef\u898b\u82e5\u5373\u82e5\u96e2\u3001\u4ee4\u4eba\u8aa4\u6703\u7684\u66d6\u6627\u8209\u52d5\uff0c\u771f\u7684\u662f\u975e\u5e38\u5bb9\u6613\u8b93\u4eba\u300c\u6688\u8239\u300d\uff01<\/p>\n<p>\u8981\u9047\u898b\u5c0d\u7684\u4eba\u96d6\u7136\u5f88\u56f0\u96e3\uff0c\u4f46\u6200\u611b\u4e5f\u662f\u4eba\u985e\u793e\u6703\u4e4b\u6240\u4ee5\u80fd\u5920\u50b3\u627f\u4e0b\u53bb\u7684\u56e0\u7d20\u4e4b\u4e00\u5427\uff01\u9019\u7bc7\u7814\u7a76\u7684\u539f\u4f5c\u8005Eastwick\u6559\u6388\u66fe\u7d93\u6307\u51fa\uff0c\u7814\u7a76\u4eba\u985e\u6d6a\u6f2b\u95dc\u4fc2\u7684\u5f62\u6210\u539f\u56e0\uff0c\u70ba\u7684\u662f\u60f3\u8981\u77ad\u89e3\u4eba\u985e\u7684\u793e\u6703\u806f\u7e6b\u662f\u5982\u4f55\u6f14\u5316\u800c\u4f86\uff1b\u6b64\u5916\uff0c\u7814\u7a76\u80fd\u5920\u5f71\u97ff\u4eba\u985e\u6295\u5165\u95dc\u4fc2\u7684\u610f\u9858\u7684\u53ef\u80fd\u56e0\u5b50\uff0c\u4e5f\u80fd\u5e6b\u52a9\u6211\u5011\u77ad\u89e3\u4eba\u985e\u7684\u7956\u5148\u662f\u600e\u9ebc\u751f\u5b58\u4e0b\u4f86\u7684\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li>P. W. Eastwick &amp; S. Joel &amp; K. L. Carswell &amp; D. C. Molden &amp; E. J. Finkel &amp; S. A. Blozis, 2023, \u201cPredicting romantic interest during early relationship development: A preregistered investigation using machine learning.\u201d, European Journal of Personality, 37(3), 276-312.<\/li>\n<li>A. Baxter &amp; J. A. Maxwell &amp; K. L. Bales &amp; E. J. Finkel &amp; E. A. Impett &amp; P. W. Eastwick, 2022, \u201cInitial impressions of compatibility and mate value predict later dating and romantic interest.\u201d, Proceedings of the National Academy of Sciences, 119(45), e2206925119.<\/li>\n<li><a href=\"https:\/\/www.psypost.org\/2023\/01\/new-study-sheds-light-on-how-three-distinct-types-of-first-impressions-predict-subsequent-dating-outcomes-64705\">V. Hedrih, 2023, \u201cNew study sheds light on how three distinct types of first impressions predict subsequent dating outcomes.\u201d, Psypost.<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u5143\u671d\u96dc\u5287\u300a\u897f\u5ec2\u8a18\u300b\u4e2d\u5beb\u9053\uff1a\u300c\u82b1\u843d\u6c34\u6d41\u7d05\uff0c\u9592\u6101\u842c\u7a2e\uff0c\u7121\u8a9e\u6028\u6771\u98a8\u300d\uff1b\u660e\u671d\u50b3\u5947\u300a\u7261\u4e39\u4ead\u300b\u4e2d\u6709\u9019\u9ebc\u4e00\u53e5\uff1a\u300c\u60c5\u4e0d\u77e5\u6240\u8d77\uff0c\u4e00\u5f80\u800c\u6df1\u300d\uff1b\u6e05\u671d\u5c0f\u8aaa\u300a\u7d05\u6a13\u5922\u300b\u4e2d\uff0c\u6797\u9edb\u7389\u5728\u6182\u50b7\u4e0b\u541f\u8aa6\u3008\u846c\u82b1\u541f\u3009\uff1a\u300c\u82b1\u8b1d\u82b1\u98db\u82b1\u6eff\u5929\uff0c\u7d05\u6d88\u9999\u65b7\u6709\u8ab0\u6190\u300d\u3002\u81ea\u53e4\u4ee5\u4f86\uff0c\u6709\u591a\u5c11\u75f4\u7537\u6028\u5973\uff0c\u70ba\u611b\u6210\u7661\u3001\u56e0\u60c5\u6240\u56f0\u3002\u5728\u79d1\u6280\u9032\u6b65\u7684\u4eca\u65e5\uff0c\u6211\u5011\u662f\u5426\u6709\u8fa6\u6cd5\u900f\u904eAI\u7684\u5927\u6578\u64da\u5206\u6790\uff0c\u5e6b\u52a9\u6211\u5011\u89e3\u6c7a\u300c\u6200\u611b\u96e3\u984c\u300d\u5462\uff1f\u79d1\u5b78\u5bb6Easrwick\u7684\u7814\u7a76\u5718\u968a\u5229\u7528\u96a8\u6a5f\u68ee\u6797 (random forest) \u9019\u7a2e\u6a5f\u5668\u5b78\u7fd2\u65b9\u6cd5\uff0c\u8abf\u67e5\u7a76\u7adf\u6709\u54ea\u4e9b\u56e0\u7d20\u6703\u5f71\u97ff\u4eba\u8207\u4eba\u767c\u5c55\u6200\u60c5\u7684\u610f\u9858\uff0c\u4e26\u6210\u529f\u6b78\u7d0d\u51fa12\u9805\u300c\u500b\u9ad4\u5dee\u7570\u300d\u56e0\u7d20\u820722\u9805\u300c\u7279\u5b9a\u76ee\u6a19\u300d\u56e0\u7d20\u3002\u96d6\u7136\u9019\u4e26\u4e0d\u80fd\u5b8c\u5168\u89e3\u958b\u300c\u6200\u611b\u300d\u9019\u500b\u5343\u53e4\u96e3\u984c\uff0c\u4f46\u5b83\u80fd\u5920\u5e6b\u52a9\u6211\u5011\u77ad\u89e3\u4eba\u985e\u793e\u6703\u806f\u7e6b\u662f\u5982\u4f55\u6f14\u5316\u800c\u4f86\uff0c\u9084\u6709\u4eba\u985e\u7956\u5148\u662f\u5982\u4f55\u751f\u5b58\u4e0b\u4f86\u7684\u3002<\/p>\n","protected":false},"author":20,"featured_media":42688,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,257,3293,3005,4988,2977],"tags":[587,6771,401,792,6770,6772],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/07\/AI\u9810\u6e2c\u66d6\u6627.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42686"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=42686"}],"version-history":[{"count":4,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42686\/revisions"}],"predecessor-version":[{"id":42690,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42686\/revisions\/42690"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/42688"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=42686"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=42686"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=42686"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}