{"id":45825,"date":"2025-10-10T18:00:11","date_gmt":"2025-10-10T10:00:11","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=45825"},"modified":"2025-10-02T14:56:36","modified_gmt":"2025-10-02T06:56:36","slug":"%e3%80%8c%e5%bf%ab%e6%a8%82%e3%80%8d%e8%88%87%e3%80%8chappy%e3%80%8d%e6%98%af%e5%90%8c%e4%b8%80%e5%80%8b%e6%84%8f%e6%80%9d%e5%97%8e%ef%bc%9f%e5%be%9e%e8%aa%9e%e8%a8%80%e6%96%87%e5%ad%97%e4%b8%ad","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=45825","title":{"rendered":"\u300c\u5feb\u6a02\u300d\u8207\u300chappy\u300d\u662f\u540c\u4e00\u500b\u610f\u601d\u55ce\uff1f\u5f9e\u8a9e\u8a00\u6587\u5b57\u4e2d\u7406\u89e3\u60c5\u7dd2"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u60c5\u7dd2\u662f\u4eba\u985e\u5728\u9032\u884c\u8a9e\u8a00\u6e9d\u901a\u6642\uff0c\u540c\u6642\u4e5f\u6703\u8868\u9054\u51fa\u4f86\u7684\u4e3b\u89c0\u7d93\u9a57\uff0c\u800c\u60c5\u7dd2\u9664\u4e86\u900f\u904e\u8a9e\u8a00\u6587\u5b57\u672c\u8eab\u4f86\u50b3\u905e\u4e4b\u5916\uff0c\u4e5f\u6703\u900f\u904e\u81c9\u90e8\u8868\u60c5\u3001\u80a2\u9ad4\u8a9e\u8a00\u7b49\u7b49\u5176\u4ed6\u65b9\u5f0f\u50b3\u905e\u3002\u4e0d\u904e\uff0c\u5728\u73fe\u4ee3\u793e\u6703\u4e2d\uff0c\u5927\u91cf\u8a9e\u8a00\u6587\u5b57\u7684\u4ea4\u6d41\u5360\u64da\u4e86\u6211\u5011\u7684\u65e5\u5e38\u751f\u6d3b\uff0c\u751a\u81f3\u56e0\u70ba\u7db2\u969b\u7db2\u8def\u3001\u793e\u7fa4\u5a92\u9ad4\u7b49\u7684\u9023\u7d50\uff0c\u8b93\u4e16\u754c\u5404\u5730\u7684\u4eba\u5011\u5f97\u4ee5\u4e92\u76f8\u4ea4\u6d41\u3002\u90a3\u9ebc\uff0c\u80fd\u4e0d\u80fd\u900f\u904e\u73fe\u4ee3\u5316\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\uff0c\u8de8\u6587\u5316\u3001\u8de8\u8a9e\u8a00\u7684\u7406\u89e3\u4eba\u5011\u5b57\u88e1\u884c\u9593\u7684\u60c5\u7dd2\u5462\uff1f<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n<figure id=\"attachment_45826\" aria-describedby=\"caption-attachment-45826\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-45826\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/10\/\u5feb\u6a02\u8207happy-1024x574.jpg\" alt=\"\" width=\"600\" height=\"336\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/10\/\u5feb\u6a02\u8207happy-1024x574.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/10\/\u5feb\u6a02\u8207happy-300x168.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/10\/\u5feb\u6a02\u8207happy-768x430.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/10\/\u5feb\u6a02\u8207happy-1536x861.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/10\/\u5feb\u6a02\u8207happy-2048x1148.jpg 2048w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-45826\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u5fc3\u7406\u5b78\u7684\u60c5\u7dd2\u7406\u8ad6<\/strong><\/span><\/h6>\n<p>\u8981\u8b93\u96fb\u8166\u5b78\u6703\u5206\u6790\u60c5\u7dd2\uff0c\u5f97\u5148\u5f9e\u5fc3\u7406\u5b78\u65b9\u9762\u5982\u4f55\u8a0e\u8ad6\u60c5\u7dd2\u958b\u59cb\uff0cWang\u7b49\u4eba (2025) \u6574\u7406\u4e86\u5fc3\u7406\u5b78\u7814\u7a76\u60c5\u7dd2\u7684\u5169\u5927\u53d6\u5411\u3002\u5176\u4e2d\u4e00\u7a2e\u662f\u4ee5\u300c\u7dad\u5ea6 (Dimension Model)\u300d\u4f86\u5283\u5206\u60c5\u7dd2\uff0c\u6700\u65e9\u671f\u70baRussell\u63d0\u51fa\uff0c\u4ee5\u300c\u50f9\u6027 (valence)\u300d\u548c\u300c\u559a\u9192\u7a0b\u5ea6 (arousal)\u300d\u70ba\u60c5\u7dd2\u4e3b\u8981\u7684\u5169\u5927\u6838\u5fc3\u7279\u5fb5\u4f86\u63cf\u8ff0\u60c5\u7dd2\u7d93\u9a57\uff0c\u5f8c\u7e8c\u66f4\u884d\u4f38\u51fa\u300cPAD\u300d\u6a21\u578b\uff0c\u900f\u904e\u4e09\u7dad\u7684\u5411\u5ea6\uff1a\u300c\u6109\u6085\u7a0b\u5ea6 (pleasure)\u300d\u3001\u300c\u559a\u9192\u7a0b\u5ea6 (arousal)\u300d\u4ee5\u53ca\u300c\u652f\u914d\u7a0b\u5ea6 (dominance)\u300d\u4f86\u63cf\u8ff0\u60c5\u7dd2\u3002<\/p>\n<p>\u53e6\u5916\u4e00\u7a2e\u63cf\u8ff0\u60c5\u7dd2\u7684\u53d6\u5411\u5247\u662f\u4ee5\u300c\u7a2e\u985e (Categorical Model)\u300d\u4f86\u9032\u884c\u60c5\u7dd2\u7684\u5206\u985e\uff0c\u5c07\u4eba\u985e\u7684\u60c5\u7dd2\u72c0\u614b\u7528\u591a\u7a2e\u60c5\u7dd2\u7684\u57fa\u672c\u7a2e\u985e\u4f86\u9032\u884c\u63cf\u8ff0\uff0c\u6700\u5ee3\u70ba\u4eba\u77e5\u7684\u662fEkman\u63d0\u51fa\u7684\u516d\u5927\u57fa\u672c\u60c5\u7dd2\uff0c\u5206\u5225\u70ba\u751f\u6c23\u3001\u5641\u5fc3\u3001\u6050\u61fc\u3001\u559c\u6085\u3001\u50b7\u5fc3\u4ee5\u53ca\u9a5a\u8a1d\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4e0a\u8ff0\u5169\u7a2e\u985e\u578b\u7684\u7406\u8ad6\u90fd\u5404\u81ea\u6709\u4e0d\u540c\u7684\u64c1\u8b77\u8005\u4ee5\u53ca\u6279\u5224\u8005\uff0c\u6279\u5224\u7dad\u5ea6\u53d6\u5411\u7684\u5b78\u8005\u8a8d\u70ba\u4ee5\u4e8c\u5230\u4e09\u7a2e\u7dad\u5ea6\u4e26\u4e0d\u8db3\u4ee5\u63cf\u8ff0\u60c5\u7dd2\u7684\u8907\u96dc\u5ea6\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u6279\u5224\u7a2e\u985e\u53d6\u5411\u7684\u5b78\u8005\u5247\u8a8d\u70ba\u60c5\u7dd2\u7121\u6cd5\u660e\u78ba\u5730\u9032\u884c\u5283\u5206\uff0c\u800c\u4e14\u96e3\u4ee5\u9032\u884c\u8de8\u6587\u5316\u7684\u6bd4\u8f03\uff0c\u56e0\u70ba\u4e0d\u540c\u6587\u5316\u7528\u8a9e\u63cf\u8ff0\u60c5\u7dd2\u7684\u7528\u8a9e\uff0c\u53ef\u80fd\u6703\u7522\u751f\u82e5\u5e72\u4e0d\u540c\uff0c\u4e26\u4e0d\u662f\u6240\u6709\u7684\u60c5\u7dd2\u8a9e\u8a00\u90fd\u662f\u7b49\u50f9\u7684\u80fd\u8f49\u63db\u5728\u5404\u500b\u6587\u5316\u4e4b\u9593\u3002\u800c\u5404\u7a2e\u6279\u8a55\u5176\u5be6\u90fd\u53cd\u6620\u51fa\u4e86\u4e00\u7a2e\u73fe\u8c61\uff0c\u5373\u60c5\u7dd2\u8a5e\u4e4b\u9593\u7684\u8a9e\u7fa9\u908a\u754c\u662f\u5f88\u6a21\u7cca\u7684\uff0c\u5b83\u5011\u4e26\u975e\u5b8c\u5168\u7368\u7acb\uff0c\u9019\u4f7f\u5f97\u5728\u7814\u7a76\u65b9\u9762\uff0c\u6703\u7522\u751f\u76f8\u7576\u5927\u7684\u56f0\u96e3\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u5c07\u60c5\u7dd2\u8996\u70ba\u4e00\u7a2e\u5206\u5e03<\/strong><\/span><\/h6>\n<p>\u5728Wang\u7b49\u4eba (2025) \u7684\u7814\u7a76\u4e2d\uff0c\u63d0\u51fa\u4e86\u4e00\u500b\u300c\u60c5\u7dd2\u7a7a\u9593 (Emotion Space)\u300d\u7684\u6982\u5ff5\uff0c\u800c\u4e14\u4e0d\u540c\u65bc\u7dad\u5ea6\u53d6\u5411\u53ea\u6293\u53d6\u7dad\u5ea6\u7a7a\u9593\u5167\u7684\u55ae\u4e00\u9ede\uff0c\u4e5f\u4e0d\u540c\u65bc\u7a2e\u985e\u53d6\u5411\u5c07\u60c5\u7dd2\u7684\u754c\u7dda\u5283\u5206\u660e\u78ba\u3002\u4ed6\u5011\u5c07\u60c5\u7dd2\u8996\u70ba\u5728\u60c5\u7dd2\u7a7a\u9593\u4e2d\u7684\u5206\u5e03\u7684\u5411\u91cf\u96c6\u5408\uff0c\u800c\u5960\u57fa\u65bc\u904e\u53bb\u7684\u7814\u7a76\uff0c\u4ecd\u7136\u4f7f\u7528Ekman\u6240\u63d0\u51fa\u7684\u57fa\u672c\u60c5\u7dd2\u7a2e\u985e\u4f5c\u70ba\u60c5\u7dd2\u7a7a\u9593\u5167\u7684\u60c5\u7dd2\u72c0\u614b\uff0c\u4f46\u662f\u61c9\u4e0d\u6703\u5c07\u60c5\u7dd2\u7f6e\u653e\u65bc\u4efb\u4f55\u55ae\u4e00\u7a2e\u60c5\u7dd2\uff0c\u800c\u662f\u5c07\u60c5\u7dd2\u8996\u70ba\u4e00\u7a2e\u7a7a\u9593\u5167\u7684\u5206\u5e03\uff0c\u53ea\u662f\u5728\u9019\u500b\u7fa4\u96c6 (cluster) \u7576\u4e2d\uff0c\u6709\u4e00\u500b\u7fa4\u96c6\u7684\u4e2d\u5fc3\uff0c\u662f\u53ef\u4ee5\u88ab\u5206\u985e\u7684\u3002<\/p>\n<p>\u8209\u4f8b\u4f86\u8aaa\uff0c\u300c\u70baSheva\u7684\u76ee\u6a19\u6b61\u6b23\u300d\u4ee5\u53ca\u300c\u5f9e\u6230\u52dd\u8ca7\u7aae\u4e2d\u7de0\u9020\u548c\u5e73\u300d\u9019\u5169\u53e5\u8a71\u90fd\u662f\u559c\u6085\u7684\u8a71\uff0c\u4f46\u662f\u4ed6\u5011\u6240\u5305\u542b\u7684\u60c5\u7dd2\u4e0d\u53ea\u662f\u55ae\u4e00\u7a2e\u985e\uff0c\u524d\u8005\u542b\u6709\u66f4\u591a\u300c\u8208\u596e\u300d\u7684\u6210\u5206\uff0c\u5f8c\u8005\u5247\u662f\u5305\u542b\u8457\u6709\u300c\u5e0c\u671b\u300d\u7684\u611f\u89ba\u3002\u4e0d\u904e\u70ba\u4e86\u9032\u884c\u8207\u5176\u4ed6\u6a21\u578b\u7684\u6bd4\u8f03\u9a57\u8b49\uff0c\u5728\u7814\u7a76\u7684\u9a57\u8b49\u65b9\u9762\u9084\u662f\u6703\u5c07\u5176\u5206\u985e\u5230\u57fa\u672c\u60c5\u7dd2\u4e2d\u7684\u300c\u559c\u6085\u300d\u7a2e\u985e\u4e2d\uff0c\u53ea\u662f\u9019\u7a2e\u6a19\u7c64\u65b9\u5f0f\u7a31\u4e4b\u70ba\u300c\u8edf\u6a19\u7c64\u300d\uff0c\u4e5f\u5c31\u662f\u8aaa\uff0c\u5373\u4fbf\u88ab\u5206\u985e\u5230\u67d0\u500b\u6a19\u7c64\u4e0a\uff0c\u4ecd\u7136\u542b\u6709\u8457\u524d\u6587\u6240\u63cf\u8ff0\u7684\u300c\u5206\u5e03\u300d\u7684\u6982\u5ff5\u3002\u800cWang\u7b49\u4eba (2025) \u628a\u5b83\u5011\u7528\u4f86\u8a08\u7b97\u6bcf\u53e5\u8a71\u7684\u60c5\u7dd2\u7684\u6f14\u7b97\u6cd5\u7a31\u4e4b\u70ba\u300c\u5206\u5e03\u5f0f\u60c5\u7dd2\u7a2e\u985e\u8868\u5fb5 (Distributed Representations of Emotion Categories, DREC)\u300d\u3002\u800c\u5728\u5411\u91cf\u8655\u7406\u65b9\u9762\uff0c\u53c8\u5206\u70ba\u76f4\u63a5\u4f7f\u7528\u8a08\u7b97\u51fa\u4f86\u7684\u8edf\u6a19\u7c64\u300cDREC-SL\u300d\u6216\u662f\u52a0\u5165\u5f37\u5236\u5c0d\u7a31\u6027\u7684\u300cDREC-FS\u300d\u4ee5\u66f4\u52a0\u7b26\u5408\u5fc3\u7406\u5b78\u7406\u8ad6\uff0c\u56e0\u6b64\u5728\u8a72\u7814\u7a76\u7684\u6a21\u578b\u547d\u540d\u4e0a\uff0c\u6703\u7d93\u5e38\u770b\u5230\u300cSL\u300d\u6216\u300cFS\u300d\u7684\u63cf\u8ff0\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u8207\u5176\u4ed6\u6f14\u7b97\u6cd5\u6216\u6a21\u578b\u7684\u6bd4\u8f03<\/strong><\/span><\/h6>\n<p>\u5728\u9032\u884cDREC\u9019\u65b0\u6f14\u7b97\u6cd5\u7684\u9a57\u8b49\u65b9\u9762\uff0cWang\u7b49\u4eba (2025) \u4f7f\u7528\u4e86GoEmotions\u8cc7\u6599\u96c6\uff0c\u88e1\u9762\u6709\u5df2\u7d93\u88ab\u6a19\u8a3b\u76845\u842c8\u5343\u7b46\u570b\u5916\u8ad6\u58c7\u300cReddit\u300d\u4e0a\u9762\u7684\u82f1\u6587\u8a55\u8ad6\uff0c\u4e26\u4e14\u752827\u7a2e\u60c5\u7dd2\u8a5e\u4f86\u9032\u884c\u6a19\u7c64\u3002<\/p>\n<p>Wang\u7b49\u4eba (2025) \u5c07\u7814\u7a76\u5167\u63d0\u51fa\u7684\u6a21\u578b\u8207TextCNN\u3001BiLSTM\u3001BERT\u7b49\u6a21\u578b\u9032\u884c\u6bd4\u8f03\uff0c\u4f7f\u7528\u4e86\u7814\u7a76\u8005\u6240\u63d0\u4f9b\u7684\u6f14\u7b97\u6cd5\u5f8c\uff0c\u78ba\u5be6\u80fd\u5920\u66f4\u6e05\u695a\u7684\u8fa8\u6790\u4e0d\u540c\u7684\u60c5\u7dd2\uff0c\u4e14\u66f4\u63a5\u8fd1\u65bc\u771f\u4eba\u7684\u8868\u73fe\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u70ba\u4e86\u64f4\u5c55\u5230\u8de8\u8d8a\u8a9e\u8a00\u7684\u61c9\u7528\uff0cWang\u7b49\u4eba (2025) \u4e5f\u5c07\u6f14\u7b97\u6cd5\u5957\u7528\u5230\u4e00\u500b\u542b\u6709\u82f1\u6587\u3001\u897f\u73ed\u7259\u6587\u3001\u963f\u62c9\u4f2f\u6587\u7684\u60c5\u7dd2\u8a9e\u8a00\u7684\u8cc7\u6599\u96c6\u300cSemEval 2018 Task1\u300d\u9019\u500b\u4ee5\u7814\u7a76\u8de8\u8a9e\u8a00\u7684\u60c5\u611f\u5206\u6790\u4f86\u8aaa\u6700\u70ba\u5b8c\u6574\u7684\u4e00\u500b\u8cc7\u6599\u96c6\uff0c\u88e1\u9762\u6709\u9019\u4e09\u7a2e\u8a9e\u8a00\u768411\u7a2e\u60c5\u7dd2\u7a2e\u985e\u7684\u6a19\u7c64\uff0c\u4f86\u6e90\u90fd\u662f\u793e\u7fa4\u5a92\u9ad4 (Twitter)\u3002<\/p>\n<p>\u800c\u4f7f\u7528Wang\u7b49\u4eba (2025) \u7684\u6f14\u7b97\u6cd5\u9032\u884c\u8a08\u7b97\u4e4b\u5f8c\uff0c\u78ba\u5be6\u767c\u73fe\u4e86\u5728\u60c5\u7dd2\u7528\u8a5e\u7684\u76f8\u4f3c\u5ea6\u4e0a\uff0c\u82f1\u8a9e\u548c\u897f\u73ed\u7259\u6587\u7684\u76f8\u4f3c\u5ea6\u66f4\u9ad8\uff0c\u9019\u5169\u7a2e\u8a9e\u8a00\u548c\u963f\u62c9\u4f2f\u6587\u7684\u76f8\u4f3c\u5ea6\u8f03\u4f4e\uff0c\u5448\u73fe\u4e86\u4e0d\u540c\u8a9e\u7cfb\u548c\u6b77\u53f2\u767c\u5c55\u7684\u5f71\u97ff\u3002\u6700\u5f8c\uff0c\u9019\u7bc7\u7814\u7a76\u4e5f\u6709\u548c\u76ee\u524d\u7576\u4ee3\u7684\u5927\u8a9e\u8a00\u6a21\u578b\uff08\u548cGPT-4o\u3001Deepseek\u3001Qwen\uff09\u9032\u884c\u6bd4\u8f03\uff0c\u767c\u73fe\u4e86\u4ee5\u7814\u7a76\u8005\u6240\u63d0\u51fa\u7684\u6f14\u7b97\u6cd5\u4f86\u9032\u884c\u60c5\u7dd2\u8a5e\u7684\u5206\u985e\uff0c\u8868\u73fe\u4e26\u4e0d\u905c\u8272\u65bc\u5927\u8a9e\u8a00\u6a21\u578b\u3002\u4e5f\u5c31\u662f\u8aaa\uff0c\u5728\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u60c5\u7dd2\u5206\u6790\u65b9\u9762\uff0c\u8a72\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u500b\u8f03\u70ba\u8f15\u91cf\uff0c\u4e0d\u9808\u4f7f\u7528\u9810\u8a13\u7df4\u6a21\u578b\u7684\u65b9\u6cd5\u3002\u540c\u6642\uff0c\u5728\u6700\u5f8c\u9032\u884c\u8de8\u8a9e\u8a00\u6e2c\u8a66\u6642\uff0c\u4e5f\u9a57\u8b49\u4e86\u8a9e\u8a00\u5b78\u6f14\u5316\u4ee5\u53ca\u5fc3\u7406\u5b78\u4e0a\u5206\u985e\u8a9e\u8a00\u548c\u60c5\u7dd2\u7684\u76f8\u95dc\u7406\u8ad6\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li>Wang and C. Zong, \"Learning Emotion Category Representation to Detect Emotion Relations Across Languages,\" in\u00a0<em>IEEE Transactions on Pattern Analysis and Machine Intelligence<\/em>, vol. 47, no. 6, pp. 4752-4767, June 2025, doi: 10.1109\/TPAMI.2025.3545447.<\/li>\n<li><a href=\"https:\/\/socrobot.ntu.edu.tw\/theme\/ntwall10.html\" target=\"_blank\" rel=\"noopener\">\u3008\u60c5\u7dd2\u7814\u7a76\u8207\u4eba\u6a5f\u4e92\u52d5\u3009\uff0c\u81fa\u7063\u793e\u6703\u6a5f\u5668\u4eba\u5b78\u5b78\u6703<\/a>\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u60c5\u7dd2\u662f\u4eba\u985e\u5728\u9032\u884c\u8a9e\u8a00\u6e9d\u901a\u6642\uff0c\u540c\u6642\u4e5f\u6703\u8868\u9054\u51fa\u4f86\u7684\u4e3b\u89c0\u7d93\u9a57\uff0c\u800c\u60c5\u7dd2\u9664\u4e86\u900f\u904e\u8a9e\u8a00\u6587\u5b57\u672c\u8eab\u4f86\u50b3\u905e\u4e4b\u5916\uff0c\u4e5f\u6703\u900f\u904e\u81c9\u90e8\u8868\u60c5\u3001\u80a2\u9ad4\u8a9e\u8a00\u7b49\u7b49\u5176\u4ed6\u65b9\u5f0f\u50b3\u905e\u3002\u4e0d\u904e\uff0c\u5728\u73fe\u4ee3\u793e\u6703\u4e2d\uff0c\u5927\u91cf\u8a9e\u8a00\u6587\u5b57\u7684\u4ea4\u6d41\u5360\u64da\u4e86\u6211\u5011\u7684\u65e5\u5e38\u751f\u6d3b\uff0c\u751a\u81f3\u56e0\u70ba\u7db2\u969b\u7db2\u8def\u3001\u793e\u7fa4\u5a92\u9ad4\u7b49\u7684\u9023\u7d50\uff0c\u8b93\u4e16\u754c\u5404\u5730\u7684\u4eba\u5011\u5f97\u4ee5\u4e92\u76f8\u4ea4\u6d41\u3002\u90a3\u9ebc\uff0c\u80fd\u4e0d\u80fd\u900f\u904e\u73fe\u4ee3\u5316\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\uff0c\u8de8\u6587\u5316\u3001\u8de8\u8a9e\u8a00\u7684\u7406\u89e3\u4eba\u5011\u5b57\u88e1\u884c\u9593\u7684\u60c5\u7dd2\u5462\uff1f<\/p>\n","protected":false},"author":20,"featured_media":45826,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,5128,3293],"tags":[7455,7456,7457],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/10\/\u5feb\u6a02\u8207happy-scaled.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/45825"}],"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=45825"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/45825\/revisions"}],"predecessor-version":[{"id":45827,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/45825\/revisions\/45827"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/45826"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}