{"id":42857,"date":"2023-08-21T18:00:17","date_gmt":"2023-08-21T10:00:17","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=42857"},"modified":"2023-08-21T11:42:28","modified_gmt":"2023-08-21T03:42:28","slug":"%e6%95%99%e6%a9%9f%e5%99%a8%e8%ae%80%e7%a9%ba%e6%b0%a3-%e6%8c%87%e5%87%ba%e9%81%95%e5%8f%8d%e7%a4%be%e6%9c%83%e8%a6%8f%e7%af%84%e7%9a%84%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=42857","title":{"rendered":"\u6559\u6a5f\u5668\u8b80\u7a7a\u6c23\u2014\u2014\u6307\u51fa\u9055\u53cd\u793e\u6703\u898f\u7bc4\u7684\u4eba"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u4eba\u985e\u793e\u6703\u4e2d\uff0c\u6709\u8457\u8a31\u8a31\u591a\u591a\u5927\u5bb6\u5fc3\u7167\u4e0d\u5ba3\u7684\u898f\u7bc4\uff0c\u4e00\u500b\u4eba\u4e00\u65e6\u8868\u73fe\u5f97\u4e0d\u5408\u793e\u6703\u5e38\u8b58\uff0c\u5c31\u6703\u88ab\u65c1\u4eba\u7ffb\u767d\u773c\u6216\u662f\u88ab\u7f75\u4e00\u8072\u300c\u767d\u76ee\u300d\u3002\u6709\u4e9b\u56b4\u91cd\u7684\u898f\u7bc4\u5247\u5177\u6709\u6cd5\u5f8b\u660e\u6587\u898f\u5b9a\uff0c\u800c\u4e14\u5168\u4e16\u754c\u9069\u7528\uff08\u4f8b\u5982\u6bba\u4eba\u7f6a\uff09\uff0c\u4f46\u6709\u4e9b\u898f\u7bc4\u537b\u53c8\u662f\u50c5\u5728\u7279\u5b9a\u60c5\u5883\u4e0b\u9069\u7528\uff0c\u4f8b\u5982\u4e00\u822c\u6211\u5011\u8a8d\u70ba\u4e0d\u5f97\u5728\u8def\u4e0a\u88f8\u9ad4\uff0c\u4f46\u570b\u5916\u537b\u6709\u5c08\u9580\u63d0\u4f9b\u88f8\u9ad4\u65e5\u5149\u6d74\u7684\u300c\u5929\u9ad4\u6d77\u7058\u300d\u3002\u50cf\u9019\u6a23\u5728\u4eba\u985e\u793e\u6703\u4e2d\u5927\u5927\u5c0f\u5c0f\u7684\u898f\u7bc4\uff0c\u5230\u5e95\u8981\u600e\u9ebc\u8b93\u6a5f\u5668\u5b78\u6703\u5462\uff1f<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n<figure id=\"attachment_42858\" aria-describedby=\"caption-attachment-42858\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-42858 size-large\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/08\/20888120_MotionElements_judge-gavel-with-justice-1024x683.jpg\" alt=\"\" width=\"800\" height=\"534\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/08\/20888120_MotionElements_judge-gavel-with-justice-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/08\/20888120_MotionElements_judge-gavel-with-justice-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/08\/20888120_MotionElements_judge-gavel-with-justice-768x512.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-42858\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<h6><strong><span style=\"color: #008000;\">\u96f6\u6a23\u672c\u5206\u985e\u2014\u2014\u8b93\u6a21\u578b\u5206\u985e\u4e0d\u66fe\u5b78\u7fd2\u904e\u7684\u4f8b\u5b50<\/span><\/strong><\/h6>\n<p>\u793e\u6703\u898f\u7bc4 (social norm) \u662f\u4e00\u7a2e\u793e\u6703\u5171\u8b58\uff0c\u6307\u7684\u662f\u4ec0\u9ebc\u6a23\u7684\u884c\u70ba\u5728\u4e00\u500b\u793e\u6703\u4e0a\u88ab\u8a8d\u70ba\u662f\u300c\u5178\u578b\u7684\u300d\u6216\u300c\u9069\u7576\u7684\u300d\uff08\u6839\u64daAPA\u7f8e\u570b\u5fc3\u7406\u5b78\u6703\u7684\u5b9a\u7fa9\uff09\uff0c\u9019\u6a23\u7684\u5171\u8b58\uff0c\u4e0d\u8ad6\u662f\u96b1\u85cf\u5728\u793e\u6703\u6587\u5316\u4e4b\u4e2d\u7684\u6216\u662f\u660e\u6587\u5beb\u6210\u6cd5\u5f8b\u7684\uff0c\u90fd\u7b97\u5728\u793e\u6703\u898f\u7bc4\u7684\u5b9a\u7fa9\u4e4b\u5167\u3002\u800c\u6b63\u56e0\u70ba\u793e\u6703\u898f\u7bc4\u548c\u793e\u6703\u7684\u6587\u5316\u8108\u7d61\u606f\u606f\u76f8\u95dc\uff0c\u56e0\u6b64\u5728\u767c\u5c55\u4eba\u5de5\u667a\u6167\u6280\u8853\u6642\uff0c\u901a\u5e38\u662f\u4ee5\u8fa8\u5225\u300c\u9055\u53cd\u793e\u6703\u898f\u7bc4\u7684\u884c\u70ba\u300d\u70ba\u4e3b\u8981\u7684\u7814\u7a76\u65b9\u5411\uff0c\u800c\u975e\u7814\u7a76\u793e\u6703\u898f\u7bc4\u672c\u8eab\u3002<\/p>\n<p>\u5728Neuman\u548cCohen\u7684\u7814\u7a76 (2023) \u4e2d\uff0c\u5148\u5229\u7528\u96f6\u6a23\u672c\u5206\u985e (zero-shot classification) \u6280\u8853\u9032\u884c\u793e\u6703\u60c5\u7dd2 (social emotion) \u7684\u8b58\u5225\u3002\u96f6\u6a23\u672c\u5206\u985e\u7684\u7279\u8272\uff0c\u5728\u65bc\u5b83\u80fd\u5920\u9810\u6e2c\u6a21\u578b\u5728\u5b78\u7fd2\u968e\u6bb5\u6c92\u6709\u300c\u770b\u904e\u300d\u7684\u5206\u985e\uff0c\u6240\u4ee5\u624d\u88ab\u7a31\u70ba\u300c\u96f6\u6a23\u672c\u300d\u5206\u985e\u3002\u6240\u4ee5\u5728\u4f7f\u7528\u9019\u500b\u5206\u985e\u5668\u7684\u6642\u5019\uff0c\u4e5f\u662f\u4f7f\u7528\u65e9\u5df2\u7d93\u8a13\u7df4\u597d\u7684\u795e\u7d93\u6a21\u578b\u3002\u63a5\u8457\uff0c\u5728\u8f38\u5165\u6587\u5b57\u9032\u5165\u5230\u9019\u500b\u6a21\u578b\u4e4b\u524d\uff0c\u5148\u63d0\u4f9b\u60f3\u8981\u5206\u985e\u7684\u300c\u6a19\u7c64 (label)\u300d\uff0c\u7136\u5f8c\u624d\u8acb\u6a5f\u5668\u5e6b\u5fd9\u628a\u8f38\u5165\u7684\u8cc7\u6599\u5206\u985e\u6210\u60f3\u8981\u7684\u985e\u5225\u3002\u8209\u4f8b\u800c\u8a00\uff0c\u5982\u679c\u8f38\u5165\u6a5f\u5668\u300c\u6211\u767c\u751f\u4e86\u8eca\u798d\u300d\uff0c\u4e26\u4e14\u8acb\u6a5f\u5668\u5206\u985e\u300c\u597d\u300d\u3001\u300c\u58de\u300d\u9019\u5169\u500b\u6a19\u7c64\uff0c\u90a3\u9019\u500b\u5206\u985e\u5668\u6703\u300c\u731c\u300d\u300c\u6211\u767c\u751f\u4e86\u8eca\u798d\u300d\u67090.823\u7684\u6a5f\u7387\uff0c\u5c6c\u65bc\u300c\u58de\u300d\u6a19\u7c64\u3002<\/p>\n<p>\u7814\u7a76\u8005\u8b93\u96f6\u6a23\u672c\u5206\u985e\u5668\u5206\u985e\u4e86\u4e94\u7a2e\u793e\u6703\u60c5\u7dd2\uff0c\u5305\u542b\u9a55\u50b2 (pride)\u3001\u611f\u6fc0 (gratitude)\u3001\u7f6a\u60e1 (guilt)\u3001\u751f\u6c23 (anger)\u3001\u60b2\u50b7 (sadness)\uff0c\u793e\u6703\u60c5\u7dd2\u7684\u7522\u751f\u5f80\u5f80\u662f\u56e0\u70ba\u4ed6\u4eba\u800c\u5f15\u8d77\u7684\uff0c\u6240\u4ee5\u7a31\u70ba\u793e\u6703\u60c5\u7dd2\u3002\u7d50\u679c\u767c\u73fe\uff0c\u96f6\u6a23\u672c\u5206\u985e\u5668\u6240\u5206\u985e\u51fa\u4f86\u7684\u7d50\u679c\uff0c\u548c\u4eba\u985e\u5206\u985e\u51fa\u4f86\u7684\u7d50\u679c\u6709\u8d85\u904e\u516d\u6210\u76f8\u540c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><strong><span style=\"color: #008000;\">\u4f7f\u7528GPT\u6a21\u578b\u518d\u52a0\u4e0a\u9818\u57df\u5c08\u5bb6\uff0c\u6700\u5927\u5316\u4eba\u5de5\u667a\u6167\u7684\u6548\u80fd<\/span><\/strong><\/h6>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u5728Neuman\u548cCohen\u7684\u7814\u7a76 (2023) \u4e2d\uff0c\u4f7f\u7528\u4e86\u7576\u4eca\u6700\u6d41\u884c\u7684\u8a9e\u8a00\u6a21\u578bGPT3\u6280\u8853\uff0c\u70ba\u4e86\u8981\u8fa8\u5225\u51fa\u9055\u53cd\u793e\u6703\u898f\u7bc4\u7684\u884c\u70ba\uff0c\u6240\u4ee5\u4f7f\u7528GPT3\u4f86\u5e6b\u5fd9\u88fd\u9020\u56fa\u5b9a\u7684\u6558\u4e8b\u6a21\u677f\u3002\u9996\u5148\uff0c\u7814\u7a76\u8005\u9078\u64c7\u4e86\u300cEmpatheticDialogues\u300d\u9019\u500b\u5177\u6709\u7d0425000\u7d44\u5c0d\u8a71\u7684\u8cc7\u6599\u5eab\uff0c\u6bcf\u4e00\u7d44\u5c0d\u8a71\u90fd\u5305\u542b\u4e86\u4e00\u500b\u60c5\u7dd2\u985e\u5225\u3001\u4e00\u500b\u60c5\u5883\uff0c\u4ee5\u53ca\u5e7e\u53e5\u7c21\u77ed\u7684\u5c0d\u8a71\u3002\u63a5\u8457\uff0c\u518d\u5c07\u9019\u4e9b\u5c0d\u8a71\u8f49\u5316\u6210\u4ee5\u4e0b\u7684\u6a21\u677f\u586b\u7a7a\u984c\uff1a<\/p>\n<p><span style=\"color: #333300;\"><strong>\u8aaa\u8a71\u8005\uff1a(\u63cf\u8ff0\u60c5\u5883)<\/strong><\/span><br \/>\n<span style=\"color: #333300;\"><strong>\u8046\u807d\u8005\uff1a\u4f60\u5728\u90a3\u500b\u72c0\u6cc1\u4e4b\u4e0b\u611f\u89ba\u5982\u4f55\uff1f<\/strong><\/span><br \/>\n<span style=\"color: #333300;\"><strong>\u8aaa\u8a71\u8005\uff1a\u6211\u89ba\u5f97[\u5df2\u6a19\u7c64\u7684\u60c5\u7dd2]\u3002<\/strong><\/span><br \/>\n<span style=\"color: #333300;\"><strong>\u8046\u807d\u8005\uff1a\u70ba\u4ec0\u9ebc\u4f60\u89ba\u5f97[\u5df2\u6a19\u7c64\u7684\u60c5\u7dd2]\uff1f<\/strong><\/span><br \/>\n<span style=\"color: #333300;\"><strong>\u8aaa\u8a71\u8005\uff1a\u6211\u89ba\u5f97[\u5df2\u6a19\u7c64\u7684\u60c5\u7dd2]\u662f\u56e0\u70ba[\u7531GPT3\u5b8c\u6210]<\/strong><\/span><br \/>\n<span style=\"color: #333300;\"><strong>\u8046\u807d\u8005\uff1a\u662f\u600e\u6a23\uff1f\u4f60\u9055\u53cd\u4e86\u4ec0\u9ebc\u793e\u6703\u898f\u7bc4\uff1f<\/strong><\/span><br \/>\n<span style=\"color: #333300;\"><strong>\u8aaa\u8a71\u8005\uff1a\u6211\u9055\u53cd\u7684\u793e\u6703\u898f\u7bc4\u662f[\u7531GPT3\u5b8c\u6210]<\/strong><\/span><\/p>\n<p>\u7814\u7a76\u8005\u5f9e\u8cc7\u6599\u5eab\u4e2d\u9078\u53d6\u4e864971\u500b\u548c\u9055\u53cd\u793e\u6703\u898f\u7bc4\u6709\u9ad8\u5ea6\u76f8\u95dc\u7684\u60c5\u7dd2\uff0c\u5305\u542b\u5c37\u5c2c (embarrassment)\u3001\u7f9e\u6065 (shame)\u3001\u7f6a\u60e1\u611f (quilt)\uff0c\u800c\u6a21\u677f\u4e2dGPT3\u5b8c\u6210\u7684\u90e8\u5206\uff0c\u5247\u4ea4\u7531GPT-3\u4f86\u5b8c\u6210\u5c0d\u8a71\u7684\u5275\u4f5c\u6587\u3002\u6700\u5f8c\uff0c\u518d\u4ee5\u5fc3\u7406\u5b78\u7684\u5c08\u696d\u77e5\u8b58\u70ba\u9019\u4e9b\u5c0d\u8a71\u9032\u884c\u5206\u7d44\uff0c\u5206\u985e\u7a76\u7adf\u662f\u9055\u53cd\u4e86\u54ea\u4e9b\u793e\u6703\u898f\u7bc4\u3002\u7814\u7a76\u6210\u679c\u7e3d\u5171\u627e\u51fa\u4e8610\u7a2e\u4e0d\u540c\u7684\u793e\u6703\u898f\u7bc4\u985e\u5225\uff0c\u4f8b\u5982\u8aa0\u4fe1\uff08\u4e00\u500b\u4eba\u662f\u5426\u503c\u5f97\u4fe1\u4efb\uff09\u3001\u5fe0\u8aa0\uff08\u4e00\u500b\u4eba\u5c0d\u5176\u6240\u5c6c\u7684\u793e\u6703\u5718\u9ad4\u662f\u5426\u5c55\u73fe\u5fe0\u8aa0\u5fc3\uff09\u7b49\u7b49\u3002<\/p>\n<p>\u78ba\u8a8d\u4e86\u90194971\u500b\u9805\u76ee\u5c6c\u65bc\u9055\u53cd\u793e\u6703\u898f\u7bc4\u7684\u985e\u5225\u4e4b\u5f8c\uff0c\u7814\u7a76\u8005\u518d\u5f9eEmpatheticDialogue\u8cc7\u6599\u5eab\u4e2d\uff0c\u627e\u4e86\u300c\u9a55\u50b2\u300d\u548c\u300c\u611f\u6fc0\u300d\u9019\u5169\u500b\u4e0d\u6703\u9055\u53cd\u793e\u6703\u898f\u7bc4\u7684\u793e\u6703\u60c5\u7dd2\uff0c\u52a0\u5165\u5be6\u9a57\u6e2c\u8a66\u8cc7\u6599\u4e2d\uff0c\u5171\u7d44\u6210\u4e868352\u7b46\u8cc7\u6599\uff08\u50c5\u6709\u60c5\u5883\u63cf\u8ff0\uff09\u3002\u9019\u4e9b\u60c5\u5883\u63cf\u8ff0\u4ee510\u7a2e\u793e\u6703\u898f\u7bc4\u985e\u5225\u5206\u985e\u4e4b\u5f8c\uff0c\u904b\u7528\u524d\u6587\u6240\u63d0\u53ca\u7684\u96f6\u6a23\u672c\u5206\u985e\u5668\uff0c\u518d\u6b21\u9032\u884c\u9055\u53cd\u8207\u5426\u7684\u5206\u985e\uff08\u4f8b\u5982\uff0c\u503c\u5f97\u4fe1\u4efb\uff0f\u4e0d\u503c\u5f97\u4fe1\u4efb\u3001\u5fe0\u8aa0\uff0f\u4e0d\u5fe0\u8aa0\u7b49\uff09\uff0c\u7814\u7a76\u4e5f\u78ba\u5be6\u767c\u73fe\u4e86\u96f6\u6a23\u672c\u5206\u985e\u5668\u80fd\u5920\u8fa8\u8b58\u51fa\u9055\u53cd\u793e\u6703\u898f\u7bc4\u7684\u60c5\u5883\u63cf\u8ff0\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><strong><span style=\"color: #808000;\">\u9019\u9805\u7814\u7a76\u63d0\u4f9b\u4e86\u4e00\u500b\u8a9e\u8a00\u751f\u6210\u6a21\u578b\u7684\u53ef\u80fd\u7528\u6cd5<\/span><\/strong><\/h6>\n<p>\u505a\u51fa\u9019\u7bc7\u7814\u7a76\u7684\u4f5c\u8005Yair Neuman\u6559\u6388\u5728\u4e00\u7bc7\u5831\u5c0e\u4e2d\u6307\u51fa\uff0c\u300c\u9019\u662f\u4e00\u9805\u521d\u6b65\u5de5\u4f5c\uff0c\u4f46\u5b83\u63d0\u4f9b\u4e86\u5f37\u6709\u529b\u7684\u8b49\u64da\uff0c\u8b49\u660e\u6211\u5011\u7684\u65b9\u6cd5\u662f\u6b63\u78ba\u7684\uff0c\u4e26\u4e14\u53ef\u4ee5\u64f4\u5927\u898f\u6a21\u4ee5\u7d0d\u5165\u66f4\u591a\u7684\u793e\u6703\u898f\u7bc4\u3002\u300d\u5728\u8ad6\u6587\u4e2d\uff0c\u4f5c\u8005\u4e5f\u6307\u51fa\uff0cAI\u53ef\u80fd\u5df2\u7d93\u53ef\u4ee5\u99d5\u99ad\u4eba\u985e\u9053\u5fb7\u7684\u8907\u96dc\u5c64\u9762\uff0c\u800c\u4e14\u4e5f\u80fd\u5920\u66f4\u597d\u7684\u6a21\u64ec\u4eba\u985e\u7684\u6c7a\u7b56\u3002\u96d6\u7136\u76ee\u524d\u5728\u4f7f\u7528\u4e0a\uff0c\u4ecd\u7136\u9700\u8981\u4eba\u985e\u5c08\u5bb6\u7684\u8f14\u52a9\u4f86\u5206\u985e\u793e\u6703\u898f\u7bc4\uff0c\u4f46\u662f\u7576\u6a5f\u5668\u4e5f\u80fd\u5920\u300c\u8b80\u7a7a\u6c23\u300d\u4f86\u5224\u65b7\u4e00\u500b\u4eba\u5728\u60c5\u5883\u4e2d\u662f\u5426\u9055\u53cd\u793e\u6703\u898f\u7bc4\u7684\u6642\u4ee3\u5230\u4f86\uff0cAI\u61c9\u7528\u7684\u53ef\u80fd\u6027\uff0c\u53c8\u589e\u6dfb\u4e86\u4e00\u500b\u4ee4\u4eba\u611f\u5230\u9a5a\u5947\u7684\u672a\u4f86\u65b9\u5411\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&#x1f4d6;&nbsp;\u5ef6\u4f38\u95b1\u8b80\uff1a\u300a<a href=\"http:\/\/case.ntu.edu.tw\/blog\/?p=42766\">\u6bd4\u5fc3\u7406\u6e2c\u9a57\u9084\u6e96\uff1f\u5f9e\u9762\u8a66\u5f71\u7247\u300c\u7b97\u300d\u51fa\u4e00\u500b\u4eba\u7684\u6027\u683c<\/a>\u300b\u3001\u300a<a href=\"http:\/\/case.ntu.edu.tw\/blog\/?p=42686\">\u8ac7\u6200\u611b\u597d\u56f0\u96e3\uff01\u7528AI\u9810\u6e2c\u66d6\u6627\u95dc\u4fc2\u80fd\u5426\u767c\u5c55\u4e0b\u4e00\u6b65<\/a>\u300b<\/p>\n<hr>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/dictionary.apa.org\/social-norm\">APA\u5fc3\u7406\u5b78\u8fad\u5178\uff0c\u793e\u6703\u898f\u7bc4 (social-norm)<\/a>\u3002<\/li>\n<li><a href=\"https:\/\/doi.org\/10.1038\/s41598-023-35350-x\">Y. Neuman &amp; Y. Cohen, 2023, \u201cAI for identifying social norm violation.\u201d, <em>Sci Rep<\/em> 13, 8103.<\/a><\/li>\n<li><a href=\"https:\/\/doi.org\/10.1609\/aaai.v36i10.21347\">Q. Li &amp; P. Li &amp; Z. Ren &amp; P. Ren &amp; Z. Chen, 2022, \u201cKnowledge Bridging for Empathetic Dialogue Generation.\u201d, <em>Proceedings of the AAAI Conference on Artificial Intelligence<\/em>, 36(10), 10993-11001.<\/a><\/li>\n<li><a href=\"https:\/\/dictionary.apa.org\/social-emotion\">APA\u5fc3\u7406\u5b78\u8fad\u5178\uff0c\u793e\u6703\u60c5\u7dd2 (social-emotion)<\/a>\u3002<\/li>\n<li><a href=\"https:\/\/neurosciencenews.com\/social-norms-ai-23667\/\">AI System Detects Social Norm Violations<\/a>, 2023.07.29\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u985e\u793e\u6703\u4e2d\uff0c\u6709\u8457\u8a31\u8a31\u591a\u591a\u5927\u5bb6\u5fc3\u7167\u4e0d\u5ba3\u7684\u898f\u7bc4\uff0c\u4e00\u500b\u4eba\u4e00\u65e6\u8868\u73fe\u5f97\u4e0d\u5408\u793e\u6703\u5e38\u8b58\uff0c\u5c31\u6703\u88ab\u65c1\u4eba\u7ffb\u767d\u773c\u6216\u662f\u88ab\u7f75\u4e00\u8072\u300c\u767d\u76ee\u300d\u3002\u6709\u4e9b\u56b4\u91cd\u7684\u898f\u7bc4\u5247\u5177\u6709\u6cd5\u5f8b\u660e\u6587\u898f\u5b9a\uff0c\u800c\u4e14\u5168\u4e16\u754c\u9069\u7528\uff08\u4f8b\u5982\u6bba\u4eba\u7f6a\uff09\uff0c\u4f46\u6709\u4e9b\u898f\u7bc4\u537b\u53c8\u662f\u50c5\u5728\u7279\u5b9a\u60c5\u5883\u4e0b\u9069\u7528\uff0c\u4f8b\u5982\u4e00\u822c\u6211\u5011\u8a8d\u70ba\u4e0d\u5f97\u5728\u8def\u4e0a\u88f8\u9ad4\uff0c\u4f46\u570b\u5916\u537b\u6709\u5c08\u9580\u63d0\u4f9b\u88f8\u9ad4\u65e5\u5149\u6d74\u7684\u300c\u5929\u9ad4\u6d77\u7058\u300d\u3002\u50cf\u9019\u6a23\u5728\u4eba\u985e\u793e\u6703\u4e2d\u5927\u5927\u5c0f\u5c0f\u7684\u898f\u7bc4\uff0c\u5230\u5e95\u8981\u600e\u9ebc\u8b93\u6a5f\u5668\u5b78\u6703\u5462\uff1f<\/p>\n","protected":false},"author":20,"featured_media":42858,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,5105,5122,3293,4988],"tags":[6822,6821,792,6819,6818,6820],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/08\/20888120_MotionElements_judge-gavel-with-justice.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42857"}],"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=42857"}],"version-history":[{"count":2,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42857\/revisions"}],"predecessor-version":[{"id":42860,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42857\/revisions\/42860"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/42858"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=42857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=42857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=42857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}