{"id":42543,"date":"2023-07-06T18:00:58","date_gmt":"2023-07-06T10:00:58","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=42543"},"modified":"2023-07-04T14:35:17","modified_gmt":"2023-07-04T06:35:17","slug":"%e9%a7%95%e8%bb%8a%e6%9c%89%e5%ad%b8%e5%95%8f%ef%bc%81%e5%bf%83%e7%90%86%e8%b2%a0%e8%8d%b7%e5%92%8c%e6%86%a4%e6%80%92%e6%83%85%e7%b7%92%e9%83%bd%e6%9c%83%e5%bd%b1%e9%9f%bf%e4%ba%a4%e9%80%9a%e4%ba%8b","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=42543","title":{"rendered":"\u99d5\u8eca\u6709\u5b78\u554f\uff01\u5fc3\u7406\u8ca0\u8377\u548c\u61a4\u6012\u60c5\u7dd2\u90fd\u6703\u5f71\u97ff\u4ea4\u901a\u4e8b\u6545\u767c\u751f\u7387"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u4f60\u5728\u958b\u8eca\u6642\u5e38\u5e38\u88ab\u8def\u4e0a\u4e09\u5bf6\u6c23\u5f97\u534a\u6b7b\u55ce\uff1f\u5982\u679c\u662f\uff0c\u90a3\u4f60\u8981\u5c0f\u5fc3\u4e86\uff01\u56e0\u70ba\u7814\u7a76\u8b49\u5be6\uff0c\u300c\u7206\u6c23\u300d\u53ef\u662f\u6700\u5bb9\u6613\u9020\u6210\u4ea4\u901a\u4e8b\u6545\u7684\u884c\u70ba\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u79d1\u5b78\u5bb6\u5011\u662f\u5982\u4f55\u5229\u7528\u6700\u65b0\u7684\u79d1\u6280\u6280\u8853\u4f86\u5206\u6790\u5fc3\u7406\u72c0\u614b\u5c0d\u65bc\u4ea4\u901a\u4e8b\u6545\u767c\u751f\u7387\u6240\u7522\u751f\u7684\u5f71\u97ff\uff0c\u5e0c\u671b\u900f\u904e\u9019\u4e9b\u65b0\u6280\u8853\u7684\u5e6b\u52a9\uff0c\u80fd\u5920\u8b93\u4ea4\u901a\u4e8b\u6545\u767c\u751f\u7387\u964d\u5230\u6700\u4f4e\uff0c\u7d66\u6bcf\u4e00\u4f4d\u7528\u8def\u4eba\u6700\u5b89\u5168\u7684\u74b0\u5883\u3002<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u4f60\u66fe\u7d93\u6709\u5728\u5927\u57ce\u5e02\u4e2d\u958b\u8eca\u7684\u7d93\u9a57\u55ce\uff1f\u4e00\u4e0b\u5b50\u6469\u6258\u8eca\u5728\u8eab\u65c1\u547c\u562f\u800c\u904e\uff0c\u4e00\u4e0b\u5b50\u5f8c\u65b9\u4f86\u8eca\u4e0d\u505c\u52a0\u901f\u903c\u8eca\uff0c\u958b\u8eca\u6642\u5019\u7684\u5fc3\u7406\u8ca0\u64d4\u4e5f\u6703\u9020\u6210\u99d5\u99db\u4eba\u7684\u58d3\u529b\u3002\u8a72\u5982\u4f55\u8b93\u6240\u6709\u7528\u8def\u4eba\u90fd\u64c1\u6709\u66f4\u597d\u7684\u4ea4\u901a\u74b0\u5883\u5462\uff1f\u8b93\u672c\u6587\u5f9e\u99d5\u99db\u4eba\u7684\u89d2\u5ea6\u4f86\u8a0e\u8ad6\u73fe\u4ee3\u79d1\u6280\u53ef\u4ee5\u5e36\u4f86\u4ec0\u9ebc\u5e6b\u52a9\u3002<\/p>\n<figure id=\"attachment_42544\" aria-describedby=\"caption-attachment-42544\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-42544 size-large\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/06\/22272947_MotionElements_man-hand-driving-car-1024x683.jpg\" alt=\"\" width=\"800\" height=\"534\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/06\/22272947_MotionElements_man-hand-driving-car-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/06\/22272947_MotionElements_man-hand-driving-car-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/06\/22272947_MotionElements_man-hand-driving-car-768x512.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-42544\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<h6><strong><span style=\"color: #008080;\">\u904e\u53bb\u7814\u7a76\u5927\u591a\u5728\u865b\u64ec\u7684\u74b0\u5883\u4e2d\u6a21\u64ec\uff0c\u4f46\u771f\u5be6\u4e16\u754c\u7684\u4ea4\u901a\u9084\u9700\u8981\u66f4\u591a\u8cc7\u6599<\/span><\/strong><\/h6>\n<p>\u62dc\u4eba\u5de5\u667a\u6167\u7684\u767c\u5c55\u6240\u8cdc\uff0c\u4f7f\u7528\u6df1\u5ea6\u5b78\u7fd2\u6f14\u7b97\u6cd5\u53ef\u4ee5\u5e6b\u52a9\u7814\u7a76\u8005\u8a08\u7b97\u66f4\u8907\u96dc\u7684\u99d5\u99db\u74b0\u5883\u72c0\u614b\u3002Wei\u7b49\u4eba\u57282023\u5e74\u9032\u884c\u7684\u7814\u7a76\u6307\u51fa\uff0c\u904e\u53bb\u7814\u7a76\u591a\u662f\u5728\u99d5\u99db\u6a21\u64ec\u5668\u4e2d\u9032\u884c\uff0c\u4f46\u771f\u5be6\u4e16\u754c\u4e2d\u7684\u99d5\u99db\u60c5\u6cc1\u548c\u6a21\u64ec\u7684\u99d5\u99db\u6703\u6709\u5f88\u5927\u7684\u4e0d\u540c\u3002<\/p>\n<p>\u5728\u771f\u5be6\u4e16\u754c\u4e2d\uff0c\u5c0d\u65bc\u5b89\u5168\u7684\u8003\u91cf\u6240\u5e36\u4f86\u7684\u5fc3\u7406\u8ca0\u8377\u6bd4\u6a21\u64ec\u7684\u865b\u64ec\u4e16\u754c\u4e2d\u9084\u8981\u5927\u5f97\u591a\u3002\u6b64\u5916\uff0c\u904e\u53bb\u7684\u7814\u7a76\u53d7\u9650\u65bc\u6280\u8853\u9650\u5236\uff0c\u591a\u628a\u6e2c\u91cf\u805a\u7126\u65bc\u99d5\u99db\u4eba\u672c\u8eab\u7684\u751f\u7406\u53ca\u5fc3\u7406\u72c0\u614b\uff0c\u4e14\u82e5\u900f\u904e\u5149\u5b78\u96f7\u9054 (Light Detection and Ranging, LiDAR) \u4f86\u6e2c\u91cf\u8eca\u8207\u8eca\u4e4b\u9593\u7684\u8ddd\u96e2\uff0c\u6210\u672c\u592a\u9ad8\uff1b\u4f46\u5982\u4eca\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2\u7684\u65b9\u6cd5\uff0c\u5f9e\u666e\u901a\u651d\u5f71\u6a5f\u6216\u884c\u8eca\u7d00\u9304\u5668\u7684\u5f71\u50cf\u4e2d\u5c31\u80fd\u5920\u8a08\u7b97\u51fa\u99d5\u99db\u8eca\u8f1b\u548c\u74b0\u5883\u4e2d\u5404\u500b\u4e0d\u540c\u7269\u4ef6\u4e4b\u9593\u7684\u8ddd\u96e2\u3002<\/p>\n<p>Wei\u7b49\u4eba\u7684\u5be6\u9a57\u4e3b\u8981\u662f\u5728\u6e2c\u91cf\u99d5\u99db\u4eba\u65bc\u9ad8\u901f\u516c\u8def\u4e0a\u884c\u99db\u6642\u7684\u5fc3\u7406\u5de5\u4f5c\u8ca0\u8377\u91cf\u3002\u5be6\u9a57\u5229\u7528\u5fc3\u96fb\u5716\u3001\u819a\u96fb\u6d3b\u52d5\u6e2c\u91cf (Electrodermal activity, EDA) \u4f86\u6e2c\u91cf\u99d5\u99db\u8005\u5728\u884c\u8eca\u6d3b\u52d5\u7576\u4e0b\u7684\u751f\u7406\u72c0\u614b\uff0c\u4e26\u4e14\u7528\u5169\u500b\u884c\u8eca\u7d00\u9304\u5668\u7d00\u9304\u4e0b\u8eca\u524d\u72c0\u6cc1\u53ca\u8eca\u5f8c\u72c0\u6cc1\u3002\u884c\u8eca\u7d00\u9304\u5668\u7684\u5f71\u50cf\u6703\u900f\u904eYOLOv3\u53caCNN\u9019\u5169\u500b\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u4f86\u5224\u65b7\u8eca\u5b50\u524d\u5f8c\u7684\u8eca\u8f1b\u6578\u91cf\u4ee5\u53ca\u76f8\u9130\u8eca\u8f1b\u4e4b\u9593\u7684\u8ddd\u96e2\uff0c\u4e26\u4e14\u4e5f\u6703\u5224\u65b7\u884c\u8eca\u7576\u4e0b\u7684\u5929\u6c23\u72c0\u6cc1\uff08\u5305\u542b\u6674\u5929\u3001\u96e8\u5929\u3001\u9670\u5929\uff09\u3002\u5c07\u9019\u4e9b\u8cc7\u6599\u8207\u751f\u7406\u8cc7\u6599\u7d50\u5408\u4e4b\u5f8c\uff0c\u518d\u4ee5\u96a8\u6a5f\u68ee\u6797 (random forest) \u7684\u6f14\u7b97\u6cd5\u4f86\u5206\u985e\u99d5\u99db\u4eba\u662f\u8655\u65bc\u4f4e\u3001\u4e2d\u3001\u9ad8\u54ea\u7a2e\u5fc3\u7406\u5de5\u4f5c\u8ca0\u8377\u91cf\u7684\u72c0\u614b\u4e2d\u3002<\/p>\n<p>\u7814\u7a76\u6210\u679c\u986f\u793a\uff0c\u5728\u7d0d\u5165\u4e86\u5929\u6c23\u3001\u8eca\u6d41\u91cf\u7b49\u8cc7\u6599\u9032\u5165\u6a21\u578b\u5b78\u7fd2\u4e4b\u5f8c\uff0c\u5c0d\u65bc\u99d5\u99db\u4eba\u5fc3\u7406\u5de5\u4f5c\u8ca0\u8377\u91cf\u7684\u9810\u6e2c\u8b8a\u5f97\u66f4\u70ba\u6e96\u78ba\uff0c\u751a\u81f3\u9054\u5230\u4e8697.8%\u7684\u6e96\u78ba\u7387\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><strong><span style=\"color: #008080;\">\u300c\u7206\u6c23\u300d\u7684\u99d5\u99db\u4e5f\u6703\u63d0\u9ad8\u4ea4\u901a\u4e8b\u6545\u7684\u767c\u751f\u7387<\/span><\/strong><\/h6>\n<p>\u66fe\u7d93\u9047\u5230\u904e\u958b\u8eca\u6642\u4e0d\u505c\u7f75\u9ad2\u8a71\u7684\u99d5\u99db\u55ce\uff1f\u90a3\u9ebc\u53ef\u80fd\u8981\u5c0f\u5fc3\u56c9\uff01Rejali\u7b49\u4eba (2023) \u7684\u7814\u7a76\u6307\u51fa\uff0c\u8a31\u591a\u904e\u53bb\u7684\u6587\u737b\u90fd\u63d0\u4f9b\u4e86\u76f8\u95dc\u8b49\u64da\uff0c\u986f\u793a\u51fa\u61a4\u6012\u7684\u99d5\u99db\u6703\u63d0\u9ad8\u4ea4\u901a\u4e8b\u6545\u767c\u751f\u7684\u6a5f\u7387\u3002\u4e0d\u904e\uff0c\u904e\u53bb\u5927\u591a\u7814\u7a76\u805a\u7126\u65bc\u9ad8\u6536\u5165\u570b\u5bb6\u7684\u6a23\u672c\uff0c\u4e26\u6c92\u6709\u958b\u767c\u4e2d\u570b\u5bb6\u7684\u76f8\u95dc\u6578\u64da\uff0c\u56e0\u6b64Rejali\u7b49\u4eba\u7684\u7814\u7a76\u6536\u96c6\u4e86\u4f86\u81ea\u897f\u4e9e\u4eba\u53e3\u6700\u70ba\u7a20\u5bc6\u7684\u5927\u57ce\u2500\u2500\u4f0a\u6717\u7684\u5fb7\u9ed1\u862d\u2500\u2500\u7e3d\u51711071\u540d\u99d5\u99db\u7684\u554f\u5377\uff0c\u8b93\u4ed6\u5011\u56de\u7b54\u95dc\u65bc\u99d5\u99db\u61a4\u6012\u8868\u9054 (Driving anger expression) \u4ee5\u53ca\u4ea4\u901a\u63a7\u5236\u9ede (traffic locus of control, T-LOC) \u7684\u554f\u5377\u3002<\/p>\n<p>\u300c\u99d5\u99db\u61a4\u6012\u8868\u9054\u300d\u5305\u542b\u56db\u500b\u4e3b\u8981\u7684\u9762\u5411\uff1a\u9069\u61c9\u6027\uff0f\u5efa\u8a2d\u6027\u601d\u8003\u3001\u8a00\u8a9e\u578b\u61a4\u6012\u8868\u9054\u3001\u7269\u7406\u578b\u61a4\u6012\u8868\u9054\u3001\u4f7f\u7528\u8eca\u8f1b\u4f86\u8868\u9054\u61a4\u6012\u7b49\u4e0d\u540c\u7684\u884c\u70ba\uff0c\u8acb\u99d5\u99db\u4eba\u586b\u5beb\u554f\u5377\u4f86\u5831\u544a\u81ea\u5df1\u662f\u5426\u6703\u7d93\u5e38\u5728\u99d5\u99db\u6642\u63a1\u53d6\u76f8\u95dc\u7684\u884c\u52d5\uff0c\u4f8b\u5982\u300c\u5bc6\u5207\u6ce8\u610f\u5176\u4ed6\u99d5\u99db\u4eba\u4ee5\u7b56\u5b89\u5168\u300d\u3001\u300c\u5c0d\u53e6\u4e00\u500b\u99d5\u99db\u4eba\u5927\u5c0f\u8072\u300d\u3001\u300c\u8a66\u5716\u4e0b\u8eca\u8ddf\u5176\u4ed6\u99d5\u99db\u4eba\u5435\u67b6\u300d\u3001\u300c\u7dca\u8ddf\u5728\u67d0\u81fa\u8eca\u8f1b\u5f8c\u9762\u5f88\u9577\u4e00\u6bb5\u6642\u9593\u300d\u7b49\u7b49\u3002<\/p>\n<p>\u300c\u4ea4\u901a\u63a7\u5236\u9ede\u300d\u554f\u5377\u6240\u5305\u542b\u7684\u9762\u5411\u5247\u5305\u542b\uff1a\u500b\u4eba\u3001\u5176\u4ed6\u99d5\u99db\u3001\u8eca\u8f1b\u8207\u74b0\u5883\u4ee5\u53ca\u904b\u6c23\uff0c\u8a62\u554f\u586b\u5beb\u554f\u5377\u7684\u99d5\u99db\u4eba\u5728\u4e8b\u6545\u767c\u751f\u7684\u6642\u5019\uff0c\u901a\u5e38\u6703\u5c07\u8087\u4e8b\u539f\u56e0\u6b78\u548e\u65bc\u4f55\u8005\uff1f\u4f8b\u5982\u81ea\u5df1\u958b\u8eca\u901f\u5ea6\u904e\u5feb\u3001\u5176\u4ed6\u99d5\u99db\u5371\u96aa\u8d85\u8eca\u3001\u9053\u8def\u672c\u8eab\u8a2d\u8a08\u4e0d\u826f\u3001\u904b\u6c23\u4e0d\u597d\u7b49\u7b49\u3002<\/p>\n<p>\u7814\u7a76\u7d50\u679c\u6307\u51fa\uff0c\u6574\u9ad4\u800c\u8a00\uff0c\u5e74\u8f15\u53ca\u7d93\u9a57\u8f03\u5c11\u7684\u99d5\u99db\u4eba\u8f03\u5bb9\u6613\u5c55\u73fe\u51fa\u653b\u64ca\u50be\u5411\uff0c\u7537\u6027\u99d5\u99db\u4e5f\u6bd4\u5973\u6027\u99d5\u99db\u66f4\u5bb9\u6613\u51fa\u73fe\u653b\u64ca\u50be\u5411\u3002\u4f46\u662f\u5728\u61a4\u6012\u8868\u9054\u65b9\u9762\uff0c\u53ef\u80fd\u662f\u53d7\u5230\u4e86\u570b\u5bb6\u6587\u5316\u80cc\u666f\u7684\u5f71\u97ff\uff0c\u5c0e\u81f4\u5973\u6027\u99d5\u99db\u7684\u61a4\u6012\u8868\u9054\u6bd4\u7537\u6027\u5c11\uff0c\u4e14\u5973\u6027\u99d5\u99db\u4e5f\u6bd4\u8f03\u50be\u5411\u65bc\u63a1\u7528\u300c\u9069\u61c9\u6027\u300d\u7684\u624b\u6bb5\u8abf\u9069\u61a4\u6012\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u4e8b\u6545\u767c\u751f\u7684\u4e3b\u56e0\u5728\u5e74\u8f15\u53ca\u5e74\u9577\u7684\u99d5\u99db\u4eba\u4e2d\u4e5f\u6709\u4e0d\u540c\u7684\u6b78\u56e0\uff0c\u5e74\u8f15\u99d5\u99db\u6bd4\u8f03\u5bb9\u6613\u5c07\u8087\u4e8b\u539f\u56e0\u6b78\u548e\u65bc\u81ea\u6211\uff0c\u4f46\u5e74\u9577\u99d5\u99db\u6bd4\u8f03\u5bb9\u6613\u5c07\u539f\u56e0\u6b78\u548e\u65bc\u5916\u90e8\u56e0\u7d20\u3002\u4e0d\u904e\uff0c\u4e0d\u8ad6\u5982\u4f55\uff0c\u5728\u61a4\u6012\u8868\u9054\u65b9\u9762\u66f4\u5e38\u4f7f\u7528\u8eca\u8f1b\u4f86\u8868\u9054\u61a4\u6012\u884c\u70ba\u7684\u4eba\uff0c\u6700\u5bb9\u6613\u767c\u751f\u4ea4\u901a\u4e8b\u6545\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><strong><span style=\"color: #008080;\">\u6539\u5584\u99d5\u99db\u4ea4\u901a\u7684\u53ef\u80fd\u65b9\u6cd5<\/span><\/strong><\/h6>\n<p>\u5728Wei\u7b49\u4eba (2023) \u7684\u7814\u7a76\u7d50\u8a9e\u4e2d\u63d0\u5230\uff0c\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2\u7684\u65b9\u6cd5\u53ef\u4ee5\u8b93\u5404\u9805\u5f71\u97ff\u99d5\u99db\u4eba\u7684\u74b0\u5883\u56e0\u7d20\u8cc7\u6599\u80fd\u5920\u88ab\u66f4\u5feb\u901f\u5730\u5206\u6790\uff0c\u800c\u4e14\u4e5f\u8b49\u660e\u4e86\u5468\u570d\u8eca\u8f1b\u80fd\u9810\u6e2c\u99d5\u99db\u4eba\u7684\u5fc3\u7406\u5de5\u4f5c\u8ca0\u8377\u91cf\u3002\u800cRejali\u7b49\u4eba (2023) \u5247\u662f\u63d0\u51fa\u4e86\u53ef\u80fd\u53ef\u4ee5\u900f\u904e\u8eca\u8f1b\u4e0a\u63d0\u4f9b\u7684\u8a9e\u97f3\u52a9\u7406\u7b49\u4eba\u5de5\u667a\u6167\u5c0f\u5de5\u5177\u4f86\u5e6b\u52a9\u99d5\u99db\u4eba\u7de9\u89e3\u99d5\u99db\u6642\u7684\u61a4\u6012\u3002\u5118\u7ba1\u793e\u6703\u80cc\u666f\u3001\u4ea4\u901a\u74b0\u5883\u3001\u9053\u8def\u8a2d\u8a08\u3001\u99d5\u99db\u4eba\u57f9\u8a13\u7b49\u5404\u9805\u56e0\u7d20\u90fd\u6709\u53ef\u80fd\u9020\u6210\u4ea4\u901a\u554f\u984c\uff0c\u4f46\u9019\u5169\u9805\u7814\u7a76\u5f9e\u89c0\u5bdf\u99d5\u99db\u4eba\u7684\u5fc3\u7406\u72c0\u614b\uff0c\u4ee5\u53ca\u99d5\u99db\u4eba\u548c\u5468\u570d\u8eca\u8f1b\u4e4b\u9593\u7684\u95dc\u4fc2\u8457\u624b\uff0c\u63d0\u4f9b\u4e86\u53e6\u4e00\u500b\u5f9e\u500b\u4eba\u5fc3\u7406\u5c64\u9762\u51fa\u767c\u7684\u601d\u8003\u65b9\u5411\u3002<\/p>\n<p>\u6b64\u5916\uff0cHuo\u7b49\u4eba (2023) \u4e5f\u8a66\u5716\u900f\u904e\u5fc3\u7406\u5b78\u7684\u65b9\u6cd5\uff0c\u958b\u767c\u4e86\u6709\u95dc\u300c\u8def\u6b0a (right-of-way)\u300d\u614b\u5ea6\u7684\u554f\u5377\uff0c\u5e0c\u671b\u53ef\u4ee5\u900f\u904e\u9019\u9805\u5de5\u5177\u7684\u63d0\u51fa\uff0c\u5e6b\u52a9\u76f8\u95dc\u55ae\u4f4d\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u7be9\u9078\u51fa\u5177\u6709\u5408\u5b9c\u8def\u6b0a\u89c0\u5ff5\u7684\u99d5\u99db\u4eba\u3002\u800c\u4e14\u8a72\u7814\u7a76\u9084\u6307\u51fa\uff0c\u64c1\u6709\u6b63\u78ba\u7684\u8def\u6b0a\u89c0\u5ff5\uff0c\u548c\u99d5\u99db\u4eba\u7684\u89aa\u793e\u6703\u99d5\u99db\u884c\u70ba (prosocial driving behavior) \u4ee5\u53ca\u6b63\u5411\u60c5\u7dd2\u4e5f\u5177\u6709\u6b63\u5411\u95dc\u4fc2\u3002\u5f9e\u500b\u4eba\u5c64\u9762\u7684\u6559\u80b2\u53ca\u89c0\u5ff5\u6539\u5584\u51fa\u767c\uff0c\u4e5f\u53ef\u80fd\u662f\u8b93\u4ea4\u901a\u5b89\u5168\u554f\u984c\u5f97\u5230\u6539\u5584\u7684\u91cd\u8981\u65b9\u6cd5\u4e4b\u4e00\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li>Wei W. &amp; Fu X. &amp; Zhong S. &amp; Ge H., 2023, \u201cDriver's mental workload classification using physiological, traffic flow and environmental factors. \u201d, Transportation research part F: traffic psychology and behaviour, 94, 151-169.<\/li>\n<li>Rejali S. &amp; Emami E. &amp; Najjaran E. T. &amp; Moghaddam A. M., 2023, \u201cCalm down, please!: Exploring the effects of driving anger expression (DAX) on traffic locus of control (T-LOC) and crash involvement among drivers in Tehran, Iran.\u201d, Transportation research part F: traffic psychology and behaviour, 94, 286-304.<\/li>\n<li>Huo D. &amp; Ma J. &amp; Chang R., 2023, \u201cThe development and application of the drivers\u2019 attitudes of right-of-way questionnaire (DARQ). \u201d, Transportation research part F: traffic psychology and behaviour, 94, 67-82.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u4f60\u5728\u958b\u8eca\u6642\u5e38\u5e38\u88ab\u8def\u4e0a\u4e09\u5bf6\u6c23\u5f97\u534a\u6b7b\u55ce\uff1f\u5982\u679c\u662f\uff0c\u90a3\u4f60\u8981\u5c0f\u5fc3\u4e86\uff01\u56e0\u70ba\u7814\u7a76\u8b49\u5be6\uff0c\u300c\u7206\u6c23\u300d\u53ef\u662f\u6700\u5bb9\u6613\u9020\u6210\u4ea4\u901a\u4e8b\u6545\u7684\u884c\u70ba\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u79d1\u5b78\u5bb6\u5011\u662f\u5982\u4f55\u5229\u7528\u6700\u65b0\u7684\u79d1\u6280\u6280\u8853\u4f86\u5206\u6790\u5fc3\u7406\u72c0\u614b\u5c0d\u65bc\u4ea4\u901a\u4e8b\u6545\u767c\u751f\u7387\u6240\u7522\u751f\u7684\u5f71\u97ff\uff0c\u5e0c\u671b\u900f\u904e\u9019\u4e9b\u65b0\u6280\u8853\u7684\u5e6b\u52a9\uff0c\u80fd\u5920\u8b93\u4ea4\u901a\u4e8b\u6545\u767c\u751f\u7387\u964d\u5230\u6700\u4f4e\uff0c\u7d66\u6bcf\u4e00\u4f4d\u7528\u8def\u4eba\u6700\u5b89\u5168\u7684\u74b0\u5883\u3002<\/p>\n","protected":false},"author":20,"featured_media":42544,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,257,3293,4988,791],"tags":[5794,6729,792,6730],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/06\/22272947_MotionElements_man-hand-driving-car.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42543"}],"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=42543"}],"version-history":[{"count":3,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42543\/revisions"}],"predecessor-version":[{"id":42586,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/42543\/revisions\/42586"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/42544"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=42543"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=42543"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=42543"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}