{"id":44126,"date":"2024-05-17T18:00:28","date_gmt":"2024-05-17T10:00:28","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=44126"},"modified":"2024-05-16T16:05:37","modified_gmt":"2024-05-16T08:05:37","slug":"%e7%94%a8%e8%85%a6%e6%b3%a2%e9%a0%90%e6%b8%ac%e4%be%9d%e9%99%84%e9%a1%9e%e5%9e%8b%ef%bc%9a%e9%80%8f%e9%81%8e%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92%e6%89%be%e8%a8%8a%e8%99%9f%e7%89%b9%e5%be%b5","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=44126","title":{"rendered":"\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b\uff1a\u900f\u904e\u6a5f\u5668\u5b78\u7fd2\u627e\u8a0a\u865f\u7279\u5fb5"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u4eba\u8207\u4eba\u4e4b\u9593\u7684\u89aa\u5bc6\u95dc\u4fc2\u5f88\u5927\u7a0b\u5ea6\u7684\u53d7\u5230\u4e86\u81ea\u6211\u50f9\u503c\u4ee5\u53ca\u4eba\u969b\u4e4b\u9593\u4fe1\u4efb\u7684\u5f71\u97ff\u3002\u800c\u4f9d\u9644\u985e\u578b\u5247\u8868\u73fe\u4e86\u89aa\u5bc6\u95dc\u4fc2\u7684\u60c5\u611f\u8207\u884c\u70ba\u7684\u52d5\u614b\u95dc\u4fc2\uff0c\u7406\u8ad6\u4e0a\u5171\u5206\u70ba\u56db\u7a2e\u4f9d\u9644\u985e\u578b\uff1a\u8ff4\u907f\u578b\u4f9d\u9644 (dismissive attachment)\u3001\u6050\u61fc\u578b\u4f9d\u9644 (fearful attachment)\u3001\u7126\u616e\u578b\u4f9d\u9644 (preoccupied attachment)\u3001\u5b89\u5168\u578b\u4f9d\u9644(secure attachment)\u3002\u76ee\u524d\u9019\u5e7e\u7a2e\u4f9d\u9644\u985e\u578b\u5df2\u7d93\u8b49\u5be6\u8207\u8166\u795e\u7d93\u6d3b\u52d5\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u95dc\uff0c\u4f46\u7a76\u7adf\u5176\u795e\u7d93\u6d3b\u52d5\u7684\u8a0a\u865f\u6709\u54ea\u4e9b\u7279\u5fb5\uff1f\u4f9d\u9644\u985e\u578b\u662f\u5426\u5982\u7406\u8ad6\u4e0a\u6240\u8a00\u662f\u56db\u7a2e\u5462\uff1f<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n<figure id=\"attachment_44127\" aria-describedby=\"caption-attachment-44127\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-large wp-image-44127\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b-1024x683.jpg\" alt=\"\" width=\"800\" height=\"534\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b-768x512.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b-1536x1024.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b-2048x1365.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-44127\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u8166\u96fb\u5716\u8a0a\u865f\u662f\u4ec0\u9ebc\uff1f\u5982\u4f55\u7528\u6a5f\u5668\u5b78\u7fd2\u5206\u6790\uff1f<\/strong><\/span><\/h6>\n<p>EEG (electroencephalography) \u53c8\u7a31\u70ba\u8166\u96fb\u5716\u6216\u8166\u6ce2\u5716\uff0c\u9019\u662f\u4e00\u7a2e\u900f\u904e\u5728\u982d\u76ae\u4e0a\u653e\u7f6e\u4e0d\u540c\u9ede\u4f4d\u7684\u96fb\u6975\u4f86\u8a18\u9304\u5927\u8166\u5167\u7684\u96fb\u6d41\u6d3b\u52d5\u7684\u6280\u8853\u3002\u9019\u9805\u6280\u8853\u4e0d\u9700\u8981\u8b93\u5100\u5668\u5165\u4fb5\u982d\u76ae\uff0c\u53ea\u9700\u8981\u982d\u90e8\u8868\u9762\u9ecf\u4e0a\u96fb\u6975\u5c31\u80fd\u6536\u96c6\u5927\u8166\u5167\u7684\u96fb\u6d3b\u52d5\u3002\u8166\u96fb\u6ce2\u6280\u8853\u7d93\u5e38\u88ab\u7528\u65bc\u5fc3\u7406\u5b78\u3001\u795e\u7d93\u8a8d\u77e5\u79d1\u5b78\u7b49\u5b78\u79d1\u7684\u5be6\u9a57\u4e2d\uff0c\u4f8b\u5982\u7761\u7720\u3001\u7672\u7647\u75be\u75c5\u7b49\u7b49\u76f8\u95dc\u7684\u7814\u7a76\uff0c\u8fd1\u5e74\u4f86\uff0c\u66f4\u662f\u5ee3\u6cdb\u61c9\u7528\u5230\u4e0d\u540c\u7684\u9818\u57df\uff0c\u4f8b\u5982\u884c\u92b7\u3001\u6559\u80b2\u7b49\u7b49\uff0c\u90fd\u80fd\u770b\u5230\u6709\u4f7f\u7528EEG\u4f86\u6e2c\u91cf\u7684\u7814\u7a76\u3002<\/p>\n<p>\u800c\u5fc3\u7406\u5b78\u7406\u8ad6\u900f\u904eEEG\u7b49\u795e\u7d93\u751f\u7406\u8a0a\u865f\u7684\u5206\u6790\uff0c\u5c07\u80fd\u900f\u904e\u751f\u7406\u8a0a\u865f\u9032\u4e00\u6b65\u7684\u8b49\u660e\u5fc3\u7406\u5b78\u7406\u8ad6\u7684\u5b58\u5728\uff0c\u8b93\u900f\u904e\u63a8\u8ad6\u800c\u5f97\u7684\u7406\u8ad6\u5f97\u5230\u4e86\u751f\u7406\u57fa\u790e\u3002\u4f9d\u9644\u985e\u578b\u7684\u5206\u985e\u5c31\u662f\u5176\u4e2d\u4e00\u4f8b\uff0c\u76ee\u524d\u5df2\u7d93\u6709\u8b49\u64da\u8b49\u660e\uff0c\u4f9d\u9644\u985e\u578b\u78ba\u5be6\u548c\u5927\u8166\u795e\u7d93\u751f\u7406\u7684\u6d3b\u52d5\u6709\u76f8\u95dc\u3002\u4f8b\u5982\uff0c\u5c6c\u65bc\u7126\u616e\u4f9d\u9644\u985e\u578b\u7684\u500b\u9ad4\uff0c\u5728\u6709\u4ed6\u4eba\u5728\u5834\u7684\u793e\u6703\u60c5\u5883\u4e4b\u4e0b\uff0c\u5927\u8166\u76ae\u8cea\u7684\u6d3b\u52d5\u6703\u51fa\u73fe\u66f4\u591a\u7684\u589e\u5f37\u3002\u5176\u4ed6\u7814\u7a76\u6848\u4f8b\u5982\uff0c\u8ff4\u907f\u4f9d\u9644\u7684\u500b\u9ad4\u5c0d\u65bc\u6b63\u5411\u523a\u6fc0\u7684\u8868\u73fe\u6703\u51fa\u73fe\u5de6\u53f3\u8166\u7684\u4e0d\u5c0d\u7a31\u3002<\/p>\n<p>\u81f3\u65bc\u5340\u5206\u4f9d\u9644\u985e\u578b\u7684\u65b9\u6cd5Gillath (2009)\u767c\u73fe\uff0c\u4e0d\u540c\u4f9d\u9644\u985e\u578b\u7684\u500b\u9ad4\uff0c\u5728\u9032\u884cFlanker\u4efb\u52d9\u7684\u6642\u5019\u6703\u6709\u4e0d\u540c\u7684\u8868\u73fe\u3002Flanker\u4efb\u52d9\u662f\u4e00\u500b\u5fc3\u7406\u5b78\u7684\u7d93\u5178\u5be6\u9a57\u523a\u6fc0\uff0c\u7528\u65bc\u6e2c\u91cf\u500b\u9ad4\u7684\u6ce8\u610f\u529b\uff0c\u756b\u9762\u4e2d\u6703\u51fa\u73fe\u9023\u7e8c\u4e00\u6392\u767d\u8272\u7bad\u865f\uff0c\u5176\u4e2d\u6709\u4e00\u500b\u662f\u7d05\u8272\u7684\uff0c\u8981\u56de\u7b54\u7d05\u8272\u7684\u7bad\u865f\u671d\u5411\u54ea\u500b\u65b9\u5411\uff0c\u800c\u767d\u8272\u7bad\u865f\u548c\u7d05\u8272\u7bad\u865f\u53ef\u80fd\u662f\u76f8\u540c\u65b9\u5411\u4e5f\u53ef\u80fd\u4e0d\u540c\u65b9\u5411\u3002<\/p>\n<p>\u57fa\u65bc\u904e\u53bb\u7814\u7a76\u7684\u767c\u73fe\uff0cLaufer\u7b49\u4eba (2024)\u5047\u8a2d\u5728\u9032\u884cFlanker\u4efb\u52d9\u6642\uff0c\u7814\u7a76\u53c3\u8207\u8005\u5011\u7684EEG\u8a0a\u865f\u61c9\u8a72\u6703\u56e0\u70ba\u4ed6\u5011\u7684\u4f9d\u9644\u985e\u578b\u800c\u6709\u6240\u4e0d\u540c\u3002\u6240\u4ee5\u4ed6\u5011\u5c07\u900f\u904e\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u4f86\u5206\u6790\u9019\u4e9bEEG\u7684\u8cc7\u6599\uff0c\u4ee5\u9810\u6e2c\u4e0d\u540c\u7684\u4f9d\u9644\u985e\u578b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u7528XGboost<\/strong><strong>\u5206\u985e\u4f9d\u9644\u985e\u578b\u7684\u7d50\u679c<\/strong><\/span><\/h6>\n<p>Laufer\u7b49\u4eba (2024) \u7684\u7814\u7a76\u62db\u52df\u4e8696\u540d\u5be6\u9a57\u53c3\u8207\u8005\uff0c\u4ecb\u65bc20\u523035\u6b72\u4e4b\u9593\uff0c\u9996\u5148\uff0c\u5148\u4ee5ECR-R\u554f\u5377\u4f86\u8a55\u4f30\u9019\u4e9b\u53c3\u8207\u8005\u5011\u7684\u4f9d\u9644\u985e\u578b\u3002ECR-R\u554f\u5377\u662f\u4e00\u500b\u5ee3\u6cdb\u88ab\u4f7f\u7528\u65bc\u8a55\u4f30\u500b\u9ad4\u7126\u616e\u7a0b\u5ea6 (anxiety) \u53ca\u8ff4\u907f\u7a0b\u5ea6 (avoidance) \u7684\u91cf\u8868\uff0c\u5171\u670936\u9053\u984c\u76ee\u3002\u70ba\u4e86\u4e0d\u8981\u592a\u6b66\u65b7\u7684\u5f9e\u5206\u6578\u4f86\u8a55\u65b7\u53c3\u8207\u8005\u5011\u7684\u4f9d\u9644\u985e\u578b\uff0c\u7814\u7a76\u8005\u4f7f\u7528\u4e86k-means\u5206\u7fa4\u6f14\u7b97\u6cd5\uff0c\u4ee5\u9019\u5169\u500b\u5411\u5ea6\u7684\u5206\u6578\u5340\u5206\u51fa\u56db\u7a2e\u4e0d\u540c\u4f9d\u9644\u985e\u578b\u7684\u4eba\u3002\u7c21\u55ae\u800c\u8a00\uff0c\u4f4e\u7126\u616e\u4f4e\u8ff4\u907f\u5c6c\u65bc\u5b89\u5168\u578b\u4f9d\u9644\uff1b\u9ad8\u7126\u616e\u4f4e\u8ff4\u907f\u5c6c\u65bc\u7126\u616e\u578b\u4f9d\u9644\uff1b\u4f4e\u7126\u616e\u9ad8\u8ff4\u907f\u5c6c\u65bc\u8ff4\u907f\u578b\u4f9d\u9644\uff1b\u9ad8\u7126\u616e\u9ad8\u8ff4\u907f\u5247\u662f\u5c6c\u65bc\u6050\u61fc\u578b\u4f9d\u9644\u3002\u800c\u9019\u56db\u7a2e\u4f9d\u9644\u4e26\u975e\u5728\u55ae\u4e00\u5e73\u9762\u4e0a\u5207\u5272\u5206\u985e\uff0c\u800c\u662f\u900f\u904ek-means\u9032\u884c\u5206\u7fa4\u3002<\/p>\n<p>\u63a5\u8457\u7814\u7a76\u8005\u5011\u5728\u5f9e\u901990\u9918\u4f4d\u5be6\u9a57\u53c3\u8207\u8005\u4e2d\u6311\u9078\u51fa27\u540d\u53c3\u8207\u8005\uff0c\u9032\u884c\u8166\u6ce2 (EEG) \u5be6\u9a57\uff0c\u4ed6\u5011\u4f7f\u7528\u4e8616\u500b\u96fb\u6975\u7684\u8166\u96fb\u5716\u8a2d\u5099\u3002\u4e26\u4e14\u5728\u4e00\u908a\u9032\u884cFlanker\u4efb\u52d9\u7684\u6642\u5019\u4e00\u908a\u6e2c\u91cf\u8166\u6ce2\u3002<\/p>\n<p>\u4ee5\u6a5f\u5668\u5b78\u7fd2\u7684\u6b65\u9a5f\u800c\u8a00\uff0c\u5728\u6536\u96c6\u5b8c\u8cc7\u6599\u4e4b\u5f8c\uff0c\u9664\u4e86\u9032\u884c\u8cc7\u6599\u7684\u524d\u8655\u7406\u4e4b\u5916\uff0c\u63a5\u8457\u66f4\u91cd\u8981\u7684\u5c31\u662f\u9032\u884c\u7279\u5fb5\u5de5\u7a0b (feature engineering)\uff0c\u6bcf\u4e00\u500bEEG\u7684\u96fb\u6975\uff0c\u90fd\u62bd\u53d6\u51fa\u4e8645\u500b\u4e0d\u540c\u7684\u7279\u5fb5\u91cf\uff0c\u7279\u5fb5\u4f86\u6e90\u5305\u542b\u8166\u96fb\u6ce2\u7279\u5fb5\uff08\u4ee5\u983b\u7387\u8a08\u7b97\uff0c\u5305\u542b\u03b1\u6ce2\u3001\u03b2\u6ce2\u3001\u03b4\u6ce2\u7b49\uff09\u3001\u8907\u96dc\u5ea6\u7279\u5fb5(\u5982\u5085\u7acb\u8449\u71b5\u3001\u6a23\u672c\u71b5\u7b49\u7b49)\u3001\u6642\u9593\u7279\u5fb5(\u6536\u96c6\u6642\u9593\u8ef8\u7684\u8cc7\u8a0a)\u4ee5\u53ca\u884c\u70ba\u7279\u5fb5\uff08\u5305\u542b\u53cd\u61c9\u6642\u9593\u3001\u6b63\u78ba\u7387\u7b49\uff09\u7b49\u3002<\/p>\n<p>\u5728\u6a21\u578b\u7684\u8a13\u7df4\u53ca\u9a57\u8b49\u90e8\u5206\uff0cLaufer\u7b49\u4eba (2024) \u4f7f\u7528\u7684\u662fK\u5c64\u4ea4\u53c9\u9a57\u8b49\u6cd5\uff0c\u4e26\u4e14\u4f7f\u7528XGBoost\u7684\u5206\u985e\u5668\u9032\u884c\u5b89\u5168\u4f9d\u9644\u4ee5\u53ca\u4e0d\u5b89\u5168\u4f9d\u9644\u9019\u5169\u7a2e\u98a8\u683c\u7684\u5206\u985e\u3002\u7531\u65bc\u7814\u7a76\u8005\u4e3b\u8981\u76ee\u7684\u662f\u6e2c\u8a66\u8166\u96fb\u6ce2\u7684\u7279\u5fb5\u91cf\u662f\u5426\u80fd\u6709\u6548\u9810\u6e2c\uff0c\u56e0\u6b64\uff0c\u5148\u5c07\u4f9d\u9644\u985e\u578b\u7531\u56db\u985e\u5206\u6210\u5169\u985e\uff0c\u4ee5\u65b9\u4fbf\u4f7f\u7528XGBoost\u9032\u884c\u6e2c\u8a66\u3002<\/p>\n<p>\u7814\u7a76\u7d50\u679c\u6307\u51fa\uff0cXGboost\u5206\u985e\u5668\u5728\u4fbf\u662f\u4e0d\u5b89\u5168\u4f9d\u9644\u7684\u500b\u9ad4\u8868\u73fe\u51fa\u4e8696.18%\u7684\u6e96\u78ba\u5ea6\uff0c\u4f46\u5b89\u5168\u4f9d\u9644\u7684\u6e96\u78ba\u5ea6\u537b\u53ea\u670955.34%\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u795e\u7d93\u6a21\u5f0f (pattern) <\/strong><strong>\u5f71\u97ff\u4e86\u6a5f\u5668\u5b78\u7fd2\u7684\u6e96\u5ea6<\/strong><\/span><\/h6>\n<p>Laufer\u7b49 \u4eba(2024) \u7684\u7814\u7a76\u7d50\u679c\u51fa\u73fe\u4e86\u5169\u7a2e\u4e0d\u540c\u7684\u6e96\u78ba\u5ea6\uff0c\u56e0\u6b64\uff0c\u7814\u7a76\u8005\u5011\u4e5f\u9032\u4e00\u6b65\u63a2\u7d22\u9019\u4e9b\u795e\u7d93\u8a0a\u865f\u7684\u7279\u5fb5\u4ee5\u53ca\u6a21\u5f0f (pattern) 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\/>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/doi.org\/10.1016\/j.jesp.2009.02.011\" target=\"_blank\" rel=\"noopener\">Gillath, O., Giesbrecht, B., &amp; Shaver, P. R., 2009, \u201cAttachment, attention, and cognitive control: Attachment style and performance on general attention tasks.\u201d, <em>Journal of Experimental Social Psychology,<\/em> 45(4), 647-654.<\/a><\/li>\n<li>Laufer I, Mizrahi D and Zuckerman I, 2024, \u201cEnhancing EEG-based attachment style prediction: unveiling the impact of feature domains.\u201d Front. Psychol. 15:1326791. doi: 10.3389\/fpsyg.2024.1326791<\/li>\n<li><a href=\"https:\/\/dictionary.apa.org\/electroencephalography\" target=\"_blank\" rel=\"noopener\">EEG\uff08APA\u8fad\u5178\uff09<\/a><\/li>\n<li><a href=\"https:\/\/dictionary.apa.org\/attachment-style\" target=\"_blank\" rel=\"noopener\">attachment style\uff08APA\u8fad\u5178\uff09<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=GEgR-JtcMVc\" target=\"_blank\" rel=\"noopener\">Flanker\u4efb\u52d9\u7bc4\u4f8b\u5f71\u7247<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u8207\u4eba\u4e4b\u9593\u7684\u89aa\u5bc6\u95dc\u4fc2\u5f88\u5927\u7a0b\u5ea6\u7684\u53d7\u5230\u4e86\u81ea\u6211\u50f9\u503c\u4ee5\u53ca\u4eba\u969b\u4e4b\u9593\u4fe1\u4efb\u7684\u5f71\u97ff\u3002\u800c\u4f9d\u9644\u985e\u578b\u5247\u8868\u73fe\u4e86\u89aa\u5bc6\u95dc\u4fc2\u7684\u60c5\u611f\u8207\u884c\u70ba\u7684\u52d5\u614b\u95dc\u4fc2\uff0c\u7406\u8ad6\u4e0a\u5171\u5206\u70ba\u56db\u7a2e\u4f9d\u9644\u985e\u578b\uff1a\u8ff4\u907f\u578b\u4f9d\u9644 (dismissive attachment)\u3001\u6050\u61fc\u578b\u4f9d\u9644 (fearful attachment)\u3001\u7126\u616e\u578b\u4f9d\u9644 (preoccupied attachment)\u3001\u5b89\u5168\u578b\u4f9d\u9644(secure attachment)\u3002\u76ee\u524d\u9019\u5e7e\u7a2e\u4f9d\u9644\u985e\u578b\u5df2\u7d93\u8b49\u5be6\u8207\u8166\u795e\u7d93\u6d3b\u52d5\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u95dc\uff0c\u4f46\u7a76\u7adf\u5176\u795e\u7d93\u6d3b\u52d5\u7684\u8a0a\u865f\u6709\u54ea\u4e9b\u7279\u5fb5\uff1f\u4f9d\u9644\u985e\u578b\u662f\u5426\u5982\u7406\u8ad6\u4e0a\u6240\u8a00\u662f\u56db\u7a2e\u5462\uff1f<\/p>\n","protected":false},"author":20,"featured_media":44127,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[257,3293,4988],"tags":[7082,7083,792,7084],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7528\u8166\u6ce2\u9810\u6e2c\u4f9d\u9644\u985e\u578b-scaled.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/44126"}],"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=44126"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/44126\/revisions"}],"predecessor-version":[{"id":44128,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/44126\/revisions\/44128"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/44127"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=44126"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=44126"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=44126"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}