{"id":43884,"date":"2024-03-15T18:00:52","date_gmt":"2024-03-15T10:00:52","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=43884"},"modified":"2024-03-13T11:56:10","modified_gmt":"2024-03-13T03:56:10","slug":"%e5%be%9e%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92%e7%9c%8b%e5%80%8b%e4%ba%ba%e7%9a%84%e9%81%8b%e5%8b%95%e5%8f%8a%e8%a1%9b%e7%94%9f%e7%bf%92%e6%85%a3","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=43884","title":{"rendered":"\u5f9e\u6a5f\u5668\u5b78\u7fd2\u770b\u500b\u4eba\u7684\u904b\u52d5\u53ca\u885b\u751f\u7fd2\u6163"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u6a5f\u5668\u5b78\u7fd2\u5230\u5e95\u53ef\u4ee5\u505a\u5230\u54ea\u4e9b\u4e8b\u60c5\u5462\uff1f\u4f60\u7d55\u5c0d\u60f3\u4e0d\u5230\uff0c\u9023\u300c\u4eba\u985e\u7fd2\u6163\u300d\u9019\u500b\u884c\u70ba\uff0c\u90fd\u53ef\u4ee5\u900f\u904e\u8b93\u6a5f\u5668\u5b78\u7fd2\u4f86\u5206\u6790\uff01\u904e\u53bb\u6211\u5011\u5c0d\u65bc\u7fd2\u6163\u990a\u6210\u6240\u9700\u8981\u7684\u6642\u9593\u3001\u56e0\u7d20\u5b8c\u5168\u6c92\u6709\u5b9a\u8ad6\uff0c\u5404\u6d3e\u90fd\u6709\u5404\u81ea\u8a8d\u5b9a\u7684\u6642\u9593\u3002\u5fc3\u7406\u5b78\u5bb6Buyalskaya\u7b49\u4eba\u900f\u904e\u9023\u9396\u5065\u8eab\u623f\u5f8c\u81fa\u7684\u8cc7\u6599\uff0c\u4ee5\u53ca\u91ab\u9662PFID\u88dd\u7f6e\u8cc7\u6599\uff0c\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u7684\u65b9\u5f0f\uff0c\u5206\u6790\u4eba\u5011\u300c\u4e0a\u5065\u8eab\u623f\u300d\u3001\u300c\u6d17\u624b\u300d\u884c\u70ba\u7684\u990a\u6210\u6642\u9593\uff0c\u4ee5\u53ca\u5f71\u97ff\u7684\u56e0\u7d20\u7b49\uff0c\u5617\u8a66\u7834\u9664\u5927\u773e\u5c0d\u65bc\u300c\u7fd2\u6163\u990a\u6210\u300d\u7684\u8ff7\u601d\u3002<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n<figure id=\"attachment_43885\" aria-describedby=\"caption-attachment-43885\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-large wp-image-43885\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/03\/18057700_MotionElements_determined-and-strong-1-1024x683.jpg\" alt=\"\" width=\"800\" height=\"534\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/03\/18057700_MotionElements_determined-and-strong-1-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/03\/18057700_MotionElements_determined-and-strong-1-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/03\/18057700_MotionElements_determined-and-strong-1-768x512.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/03\/18057700_MotionElements_determined-and-strong-1-1536x1025.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/03\/18057700_MotionElements_determined-and-strong-1-2048x1366.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-43885\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<p>\u5efa\u7acb\u4e00\u500b\u7fd2\u6163\u5230\u5e95\u9700\u8981\u591a\u5c11\u6642\u9593\u5462\uff1f21\u5929\uff1f40\u5929\uff1f3\u500b\u6708\uff1f\u76f8\u4fe1\u5404\u4f4d\u4e5f\u770b\u4e86\u4e0d\u5c11\u574a\u9593\u6d41\u50b3\u7684\u5404\u7a2e\u795e\u5947\u6578\u5b57\u3002\u4e00\u7fa4\u5fc3\u7406\u5b78\u5bb6\u5011\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2\u7684\u65b9\u6cd5\uff0c\u5f9e\u5927\u6578\u64da\u8cc7\u6599\u4f86\u5206\u6790\u4eba\u5011\u53bb\u5065\u8eab\u623f\u904b\u52d5\u4ee5\u53ca\u5728\u91ab\u9662\u4e2d\u6d17\u624b\u7684\u7fd2\u6163\uff0c\u4ed6\u5011\u767c\u73fe\uff0c\u74b0\u5883\u8108\u7d61\u7684\u773e\u591a\u56e0\u5b50\u6703\u5f71\u97ff\u5230\u7fd2\u6163\u990a\u6210\u7684\u901f\u5ea6\u4ee5\u53ca\u5805\u56fa\u5ea6\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u4ec0\u9ebc\u662f\u7fd2\u6163\uff1f<\/strong><\/span><\/h6>\n<p>\u5fc3\u7406\u5b78\u5bb6\u6216\u795e\u7d93\u79d1\u5b78\u5bb6\u5011\u5b9a\u7fa9\u7fd2\u6163\u662f\u4e00\u7a2e\u6c7a\u7b56\u904e\u7a0b\uff0c\u9019\u500b\u904e\u7a0b\u8b93\u500b\u9ad4\u5728\u76f8\u540c\u7684\u8108\u7d61\u4e4b\u4e0b\uff0c\u7686\u6703\u6709\u76f8\u540c\u7684\u884c\u70ba\uff0c\u4e14\u4e0d\u8ad6\u7d50\u679c\u70ba\u4f55\uff0c\u90fd\u6703\u767c\u751f\u3002\u800c\u6240\u8b02\u7684\u8108\u7d61\uff0c\u6307\u7684\u662f\u74b0\u5883\u4e2d\u7684\u611f\u5b98\u523a\u6fc0\u3001\u5730\u9ede\u3001\u5148\u524d\u7684\u884c\u70ba\u7b49\u7b49\u3002\u4e0d\u904e\uff0c\u7fd2\u6163\u662f\u4e00\u7a2e\u6f38\u9032\u5f0f\u990a\u6210\u7684\u904e\u7a0b\uff0c\u6240\u4ee5\u5728\u4e0d\u540c\u7684\u4eba\u3001\u74b0\u5883\u7dda\u7d22\u4ee5\u53ca\u884c\u70ba\u7576\u4e2d\uff0c\u61c9\u8a72\u6703\u5b58\u5728\u4e0d\u540c\u7684\u7fd2\u6163\u990a\u6210\u7684\u901f\u5ea6\u3002<\/p>\n<p>\u81f3\u65bc\u7fd2\u6163\u7a76\u7adf\u5982\u4f55\u990a\u6210\u3001\u901f\u7387\u70ba\u4f55\u3001\u5f71\u97ff\u7684\u8108\u7d61\u56e0\u5b50\u6709\u54ea\u4e9b\uff0c\u5c31\u662fBuyalskaya\u7b49\u4eba (2023) \u60f3\u900f\u904e\u6a5f\u5668\u5b78\u7fd2\u53ca\u5927\u6578\u64da\u4f86\u5206\u6790\u7684\u8ab2\u984c\u3002\u6709\u9451\u65bc\u904e\u5f80\u7814\u7a76\u8f03\u5c11\u95dc\u6ce8\u65bc\u5be6\u9a57\u5ba4\u4ee5\u5916\u771f\u5be6\u4eba\u5011\u7684\u7fd2\u6163\u990a\u6210\u6578\u64da\uff0c\u5728\u4ed6\u5011\u7684\u7814\u7a76\u4e2d\uff0c\u90fd\u4f7f\u7528\u4e86\u5f88\u5927\u91cf\u7684\u771f\u5be6\u6578\u64da\uff0c\u5171\u6709\u5169\u500b\u5b50\u7814\u7a76\u3002\u5b50\u7814\u7a76\u4e00\u6536\u96c6\u4e86\u8d85\u904e\u4e09\u842c\u4eba\u7684\u5065\u8eab\u623f\u53c3\u8207\u8cc7\u6599\uff08\u5408\u8a081200\u842c\u7b46\u89c0\u5bdf\u8cc7\u6599\uff09\uff1b\u5b50\u7814\u7a76\u4e8c\u5247\u6536\u96c6\u4e86\u4e09\u5343\u591a\u4eba\u5728\u91ab\u9662\u4e2d\u7684\u885b\u751f\u7fd2\u6163\u8cc7\u6599\uff08\u5408\u8a084000\u842c\u7b46\u89c0\u5bdf\u8cc7\u6599\uff09\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u4e0a\u5065\u8eab\u623f\u7684\u7fd2\u6163\u990a\u6210<\/strong><\/span><\/h6>\n<p>\u6709\u95dc\u5065\u8eab\u623f\u7684\u51fa\u5e2d\u6b21\u6578\uff0cBuyalskaya\u7b49\u4eba (2023) \u6536\u96c6\u4e86\u5317\u7f8e\u4e00\u5bb6\u9023\u9396\u5065\u8eab\u623f\u7684\u5f8c\u81fa\u8cc7\u6599\uff0c\u7e3d\u5171\u6709\u6a6b\u8de8\u4e8614\u5e74\uff0c\u8d85\u904e1200\u842c\u7b46\u7684\u6703\u54e1\u8cc7\u6599\u53ef\u4f9b\u5206\u6790\u3002\u8cc7\u6599\u5305\u542b\u4e86\u53bb\u5065\u8eab\u623f\u7684\u6642\u9593\u3001\u5065\u8eab\u623f\u7684\u5730\u9ede\u4ee5\u53ca\u8a72\u5065\u8eab\u623f\u64da\u9ede\u7684\u8a2d\u65bd\u8cc7\u6599\u3002\u85c9\u7531\u9019\u4e9b\u8cc7\u6599\uff0c\u518d\u9032\u4e00\u6b65\u7684\u63a8\u7b97\u51fa\u6bcf\u4e00\u4f4d\u6703\u54e1\u6bcf\u9031\u4e0a\u5065\u8eab\u623f\u7684\u6b21\u6578\u3001\u5165\u6703\u6642\u9593\u7b49\u7b49\u8cc7\u8a0a\u3002<\/p>\n<p>\u7814\u7a76\u6240\u4f7f\u7528\u7684\u6f14\u7b97\u6a21\u578b\u662fLASSO\u56de\u6b78\uff08least abosolute shrinkage and selection operator\uff0c\u6700\u5c0f\u7d55\u5c0d\u503c\u6536\u6582\u548c\u9078\u64c7\u7b97\u5f0f\uff09\uff0c\u7279\u8272\u5728\u65bc\u5b83\u53ef\u4ee5\u57fa\u65bc\u500b\u4eba\u7684\u5404\u9805\u884c\u70ba\u6307\u6a19\uff0c\u7522\u751f\u4e00\u500b\u7279\u5b9a\u500b\u4eba\u7684\u6578\u503c\uff0c\u800c\u4e14\u4e0d\u9700\u8981\u9810\u5148\u8a2d\u5b9a\u7d71\u8a08\u5047\u8a2d\u3002\u5176\u6240\u7522\u751f\u7684\u500b\u4eba\u6578\u503c\uff0c\u53c8\u7a31\u70ba\u500b\u4eba\u884c\u70ba\u7684\u53ef\u9810\u6e2c\u6027 (predictability)\uff0c\u7bc4\u570d\u4ecb\u65bc0.5\u52301\u4e4b\u9593\uff0c0.5\u4ee3\u8868\u5b8c\u5168\u96a8\u6a5f\uff0c1\u5247\u4ee3\u8868\u5b8c\u5168\u53ef\u9810\u6e2c\u3002<\/p>\n<p>\u6a21\u578b\u8a08\u7b97\u7684\u7d50\u679c\u767c\u73fe\uff0c\u6240\u6709\u500b\u9ad4\u7684\u5e73\u5747\u53ef\u9810\u6e2c\u5ea6\u662f0.806\uff0c\u5927\u81f4\u53ef\u8aaa\u662f\u53ef\u9810\u6e2c\u7684\u3002\u5728\u6a21\u578b\u7684\u8a2d\u8a08\u4e0a\uff0c\u6bcf\u4e00\u500b\u7576\u65e5\u662f\u5426\u6703\u9032\u5065\u8eab\u623f\u904b\u52d5\u7684\u53ef\u80fd\u6027\uff0c\u662f\u7531\u90a3\u500b\u7576\u65e5\u8ffd\u6eaf\u7684\u904e\u5f80\u7d00\u9304\u4f86\u9810\u6e2c\u3002\u5728\u5404\u500b\u9810\u6e2c\u56e0\u5b50\u4e2d\uff0c\u5c0d\u6a21\u578b\u800c\u8a00\u6700\u91cd\u8981\u7684\u56e0\u7d20\u662f\u524d\u4e00\u6b21\u53bb\u5065\u8eab\u623f\u7684\u6642\u9593\u8207\u7576\u65e5\u7684\u9593\u9694\u3002\u518d\u8005\uff0c\u9084\u6709\u662f\u5426\u70ba\u300c\u661f\u671f\u4e00\u300d\u6216\u300c\u661f\u671f\u56db\u300d\uff0c\u4ee5\u53ca\u524d7\u65e5\u53bb\u5065\u8eab\u623f\u7684\u6b21\u6578\u7b49\u7b49\u3002\u800c\u4e4b\u6240\u4ee5\u6703\u51fa\u73fe\u7279\u5b9a\u7684\u661f\u671f\uff0c\u63a8\u6e2c\u61c9\u8a72\u548c\u500b\u4eba\u7684\u5de5\u4f5c\u884c\u7a0b\u6709\u95dc\uff0c\u6240\u4ee5\u5373\u4fbf\u53ea\u662f\u661f\u671f\u4e00\u8207\u5426\uff0c\u4e5f\u6703\u5f71\u97ff\u5230\u6a21\u578b\u7684\u9810\u6e2c\u3002\u800c\u6bcf\u500b\u500b\u9ad4\u5c0d\u65bc\u5065\u8eab\u623f\u7fd2\u6163\u7684\u990a\u6210\u4e5f\u6709\u6240\u5dee\u7570\uff0c\u8981\u5f62\u6210\u53bb\u5065\u8eab\u623f\u7684\u7fd2\u6163\u5927\u7d04\u9700\u898168\u81f377\u5929\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u7814\u7a76\u8005\u4e5f\u52a0\u5165\u4e86\u916c\u8cde\u689d\u4ef6\u7684\u8b8a\u5316\uff0c\u4f8b\u5982\u597d\u5929\u6c23\u8207\u58de\u5929\u6c23\u56e0\u7d20\u662f\u5426\u6703\u5f71\u97ff\u5065\u8eab\u623f\u7684\u51fa\u5e2d\u7387\u3002\u7d50\u679c\u767c\u73fe\uff0c\u82e5\u662f\u9ad8\u53ef\u9810\u6e2c\u6027\u7684\u5065\u8eab\u623f\u6703\u54e1\uff0c\u5c0d\u65bc\u916c\u8cde\u7684\u53cd\u61c9\u4e26\u4e0d\u6703\u7522\u751f\u7279\u5225\u7684\u8b8a\u5316\uff0c\u4e5f\u5c31\u662f\u300c\u916c\u8cde\u8cb6\u503c (reward devaluation)\u300d\uff0c\u5373\u4f7f\u6709\u66f4\u597d\u7684\u916c\u8cde\u4f86\u734e\u52f5\u4ed6\u5011\u53bb\u5065\u8eab\u623f\uff0c\u4f46\u56fa\u8457\u7684\u7fd2\u6163\u4f7f\u4ed6\u5011\u5c0d\u65bc\u916c\u8cde\u8b8a\u5316\u7684\u53cd\u61c9\u654f\u611f\u5ea6\u4e0d\u56e0\u6b64\u7279\u5225\u5347\u9ad8\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u6d17\u624b\u7684\u7fd2\u6163\u990a\u6210<\/strong><\/span><\/h6>\n<p>\u81f3\u65bc\u624b\u90e8\u885b\u751f\u7684\u7fd2\u6163\u8cc7\u6599\uff0c\u5247\u662f\u900f\u904e\u91ab\u9662\u8077\u54e1\u6240\u914d\u6234\u7684RFID\u88dd\u7f6e\u4f86\u9032\u884c\u8cc7\u6599\u7d71\u8a08\u3002\u5728Buyalskaya\u7b49\u4eba (2023) \u7684\u7814\u7a76\u4e2d\uff0c\u53d6\u5f97\u4e8630\u9593\u91ab\u9662\uff0c\u8d85\u904e5000\u540d\u8077\u54e1\u7684\u5728\u4e00\u5e74\u9593\u7684\u8cc7\u6599\uff0c\u7e3d\u5171\u67094000\u591a\u842c\u7b46\u8cc7\u6599\u53ef\u4f9b\u5206\u6790\u3002<\/p>\n<p>\u9019\u500bRFID\u88dd\u7f6e\u6703\u76e3\u6e2c\u6bcf\u4e00\u500b\u5728\u9700\u8981\u6d17\u624b\u7684\u6a5f\u6703\u4e2d\uff0c\u8a72\u8077\u54e1\u662f\u5426\u6709\u57f7\u884c\u6d17\u624b\u7684\u52d5\u4f5c\u3002\u6536\u96c6\u7528\u4f86\u63d0\u4f9b\u7d66\u6a21\u578b\u9032\u884c\u9810\u6e2c\u7684\u8b8a\u9805\u4e2d\uff0c\u5305\u542b\u6642\u9593\u9ede\u3001\u91ab\u9662\u540d\u3001\u623f\u9593\u5730\u9ede\u7b49\u3002\u8207\u5065\u8eab\u623f\u7684\u7fd2\u6163\u9810\u6e2c\u76f8\u540c\uff0c\u4e5f\u662f\u4f7f\u7528LASSO\u56de\u6b78\u9032\u884c\u9810\u6e2c\u3002<\/p>\n<p>\u9810\u6e2c\u7d50\u679c\u767c\u73fe\uff0c\u5c0d\u65bc\u6a21\u578b\u800c\u8a00\u6700\u91cd\u8981\u80fd\u9810\u6e2c\u8a72\u54e1\u662f\u5426\u6d17\u624b\u7684\u9810\u6e2c\u56e0\u5b50\u662f\u300c\u9806\u5f9e\u5ea6 (compliance)\u300d\uff0c\u5373\u524d\u4e00\u6b21\u6d17\u624b\u7684\u6642\u6a5f\u9ede\uff0c\u662f\u5426\u4f9d\u7167\u91ab\u9662\u7684\u898f\u5b9a\u9032\u884c\u6d17\u624b\u3002\u82e5\u662f\u524d\u4e00\u6b21\u6709\u9075\u5b88\u91ab\u9662\u898f\u5b9a\uff0c\u901a\u5e38\u5728\u7576\u4e0b\u7684\u90a3\u4e00\u6b21\uff0c\u4e5f\u7406\u7576\u6703\u4f9d\u7167\u898f\u5b9a\u6d17\u624b\u3002\u53e6\u5916\uff0c\u5176\u4ed6\u91cd\u8981\u7684\u9810\u6e2c\u56e0\u5b50\u9084\u5305\u542b\u4e0a\u4e00\u6b21\u6392\u73ed\u7684\u6642\u9593\u3001\u623f\u9593\u7684\u9032\u51fa\uff08\u96e2\u958b\u6642\u6d17\u624b\u6bd4\u9032\u5165\u6642\u6d17\u624b\u7684\u6a5f\u7387\u8981\u5927\uff09\u7b49\u3002<\/p>\n<p>\u624b\u90e8\u885b\u751f\u7684\u6a21\u578b\u5247\u662f\u5e73\u5747\u5f97\u5230\u4e860.788\u7684\u9810\u6e2c\u503c\uff0c\u4e5f\u4ee3\u8868\u4e86\u91ab\u9662\u8077\u54e1\u7684\u6d17\u624b\u7fd2\u6163\u82e5\u5e72\u7a0b\u5ea6\u7684\u53ef\u9810\u6e2c\u6027\u3002\u800c\u6d17\u624b\u7fd2\u6163\u7684\u990a\u6210\uff0c\u5927\u7d04\u7d93\u904e9-10\u500b\u73ed\u6b21\uff0c\u6216\u662f\u5927\u7d04220\u6b21\u7684\u6d17\u624b\u4e4b\u5f8c\uff0c\u5c31\u80fd\u9810\u6e2c\u4e0b\u4e00\u6b21\u7684\u6d17\u624b\u3002\u9019\u6a23\u7684\u901f\u7387\u662f\u6bd4\u4e0a\u5065\u8eab\u623f\u7684\u7fd2\u6163\u990a\u6210\u9084\u8981\u66f4\u5feb\u7684\u3002\u53e6\u5916\uff0c\u916c\u8cde\u65b9\u9762\uff0c\u7814\u7a76\u8005\u5047\u5b9a\u96e2\u958b\u91ab\u9662\u61c9\u8a72\u6703\u66f4\u80fd\u8a98\u4f7f\u8077\u54e1\u5011\u6d17\u624b\uff0c\u4f46\u5be6\u969b\u767c\u73fe\u537b\u6c92\u6709\u986f\u8457\u5dee\u7570\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u7834\u9664\u7fd2\u6163\u990a\u6210\u7684\u8ff7\u601d<\/strong><\/span><\/h6>\n<p>\u7d9c\u4e0a\u6240\u8ff0\uff0cBuyalskaya\u7b49\u4eba (2023) \u6307\u51fa\uff0c\u5728\u4ed6\u5011\u7684\u8abf\u67e5\u4e2d\u6709\u4e09\u9805\u91cd\u8981\u7684\u767c\u73fe\u3002\u7b2c\u4e00\uff0c\u74b0\u5883\u8108\u7d61\u7684\u56e0\u7d20\u5c0d\u65bc\u67d0\u4e9b\u4eba\u800c\u8a00\uff0c\u66f4\u80fd\u9810\u6e2c\u4ed6\u5011\u7684\u7fd2\u6163\u990a\u6210\u884c\u70ba\uff0c\u800c\u4e14\u900f\u904eLASSO\u6a21\u578b\uff0c\u7814\u7a76\u8005\u5011\u4e5f\u8a66\u8457\u5206\u6790\u51fa\u6700\u80fd\u9810\u6e2c\u884c\u70ba\u7684\u56e0\u5b50\uff1b\u7b2c\u4e8c\uff0c\u548c\u4e00\u822c\u5927\u773e\u6d41\u884c\u7684\u8aaa\u6cd5\u4e0d\u540c\uff0c\u5176\u5be6\u4e26\u6c92\u6709\u7fd2\u6163\u990a\u6210\u7684\u300c\u9b54\u6cd5\u5929\u6578\u300d\uff0c\u7562\u7adf\u4e0a\u5065\u8eab\u623f\u7684\u7fd2\u6163\u548c\u6d17\u624b\u7fd2\u6163\u7684\u990a\u6210\u6642\u9593\u5927\u4e0d\u76f8\u540c\uff1b\u7b2c\u4e09\uff0c\u5c0d\u65bc\u7fd2\u6163\u990a\u6210\u5df2\u7d93\u5f88\u5b9a\u578b\u7684\u500b\u9ad4\u800c\u8a00\uff0c\u4ed6\u5011\u5c0d\u65bc\u916c\u8cde\u7684\u654f\u611f\u5ea6\u6703\u964d\u4f4e\uff0c\u5c0d\u65bc\u884c\u70ba\u4ecb\u5165\u7684\u53cd\u61c9\u6703\u8f03\u5f31\u3002\u4e0d\u8ad6\u662f\u5728\u5065\u8eab\u623f\u9084\u662f\u5728\u91ab\u9662\uff0c\u5c0d\u65bc\u5df2\u7d93\u990a\u6210\u7684\u7fd2\u6163\uff0c\u5176\u5be6\u4e0d\u6703\u6709\u592a\u591a\u7684\u916c\u8cde\u6216\u734e\u52f5\u6703\u6539\u8b8a\u56fa\u5b9a\u7684\u884c\u70ba\u3002\u4e0d\u904e\uff0c\u7531\u65bc\u6280\u8853\u4e0a\u7684\u9650\u5236\uff0cBuyalskaya\u7b49\u4eba (2023) \u4e5f\u63d0\u9192\u8b80\u8005\uff0c\u9084\u662f\u6709\u53ef\u80fd\u6709\u5176\u4ed6\u5f71\u97ff\u7fd2\u6163\u7684\u56e0\u7d20\u662f\u6c92\u6709\u88ab\u89c0\u5bdf\u5230\u7684\uff0c\u4ecd\u6709\u5f85\u9032\u4e00\u6b65\u7684\u78ba\u8a8d\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/doi.org\/10.1073\/pnas.221611512\">Buyalskaya, A., Ho, H., Milkman, K. L., Li, X., Duckworth, A. L., &amp; Camerer, C. (2023). What can machine learning teach us about habit formation? Evidence from exercise and hygiene. <em>Proceedings of the National Academy of Sciences<\/em>, <em>120<\/em>(17), e2216115120.<\/a><\/li>\n<li><a href=\"https:\/\/www.tejwin.com\/insight\/%E3%80%90%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E3%80%91lasso-%E8%BF%B4%E6%AD%B8%E6%A8%A1%E5%9E%8B\/\">TEJ\u53f0\u7063\u7d93\u6fdf\u65b0\u5831\uff0dLASSO\u56de\u6b78\u6a21\u578b<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u6a5f\u5668\u5b78\u7fd2\u5230\u5e95\u53ef\u4ee5\u505a\u5230\u54ea\u4e9b\u4e8b\u60c5\u5462\uff1f\u4f60\u7d55\u5c0d\u60f3\u4e0d\u5230\uff0c\u9023\u300c\u4eba\u985e\u7fd2\u6163\u300d\u9019\u500b\u884c\u70ba\uff0c\u90fd\u53ef\u4ee5\u900f\u904e\u8b93\u6a5f\u5668\u5b78\u7fd2\u4f86\u5206\u6790\uff01\u904e\u53bb\u6211\u5011\u5c0d\u65bc\u7fd2\u6163\u990a\u6210\u6240\u9700\u8981\u7684\u6642\u9593\u3001\u56e0\u7d20\u5b8c\u5168\u6c92\u6709\u5b9a\u8ad6\uff0c\u5404\u6d3e\u90fd\u6709\u5404\u81ea\u8a8d\u5b9a\u7684\u6642\u9593\u3002\u5fc3\u7406\u5b78\u5bb6Buyalskaya\u7b49\u4eba\u900f\u904e\u9023\u9396\u5065\u8eab\u623f\u5f8c\u81fa\u7684\u8cc7\u6599\uff0c\u4ee5\u53ca\u91ab\u9662PFID\u88dd\u7f6e\u8cc7\u6599\uff0c\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u7684\u65b9\u5f0f\uff0c\u5206\u6790\u4eba\u5011\u300c\u4e0a\u5065\u8eab\u623f\u300d\u3001\u300c\u6d17\u624b\u300d\u884c\u70ba\u7684\u990a\u6210\u6642\u9593\uff0c\u4ee5\u53ca\u5f71\u97ff\u7684\u56e0\u7d20\u7b49\uff0c\u5617\u8a66\u7834\u9664\u5927\u773e\u5c0d\u65bc\u300c\u7fd2\u6163\u990a\u6210\u300d\u7684\u8ff7\u601d\u3002<\/p>\n","protected":false},"author":20,"featured_media":43885,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293,4988],"tags":[7032,7033,792,7030,7031],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/03\/18057700_MotionElements_determined-and-strong-1-scaled.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43884"}],"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=43884"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43884\/revisions"}],"predecessor-version":[{"id":43886,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43884\/revisions\/43886"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/43885"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=43884"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=43884"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=43884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}