{"id":44170,"date":"2024-05-31T18:00:30","date_gmt":"2024-05-31T10:00:30","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=44170"},"modified":"2024-05-29T09:55:12","modified_gmt":"2024-05-29T01:55:12","slug":"%e4%bb%a5%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92%e5%92%8c%e6%b7%b1%e5%ba%a6%e5%ad%b8%e7%bf%92%e5%81%b5%e6%b8%ac%e7%b6%b2%e8%b7%af%e9%9c%b8%e5%87%8c","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=44170","title":{"rendered":"\u4ee5\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u5075\u6e2c\u7db2\u8def\u9738\u51cc"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u7db2\u8def\u548c\u793e\u7fa4\u5a92\u9ad4\u7684\u51fa\u73fe\uff0c\u958b\u555f\u4e86\u4eba\u985e\u4e00\u500b\u65b0\u7684\u9023\u7d50\u65b9\u5f0f\u548c\u6e9d\u901a\u7ba1\u9053\uff0c\u4f46\u662f\u96a8\u8457\u793e\u7fa4\u5a92\u9ad4\u4f7f\u7528\u7684\u589e\u52a0\uff0c\u7db2\u8def\u9738\u51cc\u4e8b\u4ef6\u7684\u6210\u9577\u4e5f\u7372\u5f97\u4e86\u5f88\u5927\u7684\u95dc\u6ce8\uff0c\u5c24\u5176\u662f\u73fe\u4eca\u793e\u6703\u4e2d\u4e5f\u6709\u6578\u8d77\u56e0\u70ba\u7db2\u8def\u9738\u51cc\u800c\u5f15\u767c\u7684\u81ea\u7e0a\u4e8b\u4ef6\uff0c\u66f4\u4f7f\u5f97\u7db2\u8def\u9738\u51cc\u7684\u8b70\u984c\u8b8a\u5f97\u66f4\u52a0\u5177\u6709\u8feb\u5207\u6027\u3002<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n<figure id=\"attachment_44171\" aria-describedby=\"caption-attachment-44171\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-44171 size-large\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1024x576.jpg\" alt=\"\" width=\"800\" height=\"450\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1024x576.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-300x169.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-768x432.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1536x864.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-2048x1152.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-44171\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u7db2\u8def\u9738\u51cc\u7684\u5b9a\u7fa9\u53ca\u591a\u9762\u5411<\/strong><\/span><\/h6>\n<p>Ejaz\u7b49\u4eba (2024) \u5728\u300a<em>Computers in Human Behavior<\/em>\u300b\u767c\u8868\u7684\u8ad6\u6587\u4e2d\uff0c\u4ee5\u5075\u6e2c\u7db2\u8def\u9738\u51cc\u70ba\u4e3b\u984c\uff0c\u5c0d\u65bc\u5404\u500b\u793e\u7fa4\u5a92\u9ad4\u9032\u884c\u4e86\u7814\u7a76\uff0c\u4e26\u4e14\u4e5f\u722c\u68b3\u4e86\u8207\u7db2\u8def\u9738\u51cc\u6709\u95dc\u7684\u6587\u737b\u8ad6\u8ff0\u3002<\/p>\n<p>\u76ee\u524d\uff0c\u5927\u591a\u6578\u5206\u6790\u793e\u7fa4\u5a92\u9ad4\u7db2\u8def\u9738\u51cc\u6709\u95dc\u7684\u7814\u7a76\uff0c\u5927\u591a\u805a\u7126\u5728\u6587\u672c\u5206\u6790\uff0c\u4e14\u53ea\u95dc\u6ce8\u6587\u672c\u4e2d\u662f\u5426\u542b\u6709\u5177\u653b\u64ca\u6027\u7684\u8a9e\u8a00\u3002\u4f46\u662f\uff0c\u7db2\u8def\u9738\u51cc\u4e0d\u53ea\u662f\u6587\u672c\u7528\u8a5e\u7684\u554f\u984c\uff0c\u8209\u4f8b\u800c\u8a00\uff0c\u300c\u4f60\u8981\u54ed\u55ce\uff1f\u5c31\u54ed\u554a\uff0c\u770b\u4f60\u660e\u5929\u6703\u600e\u6a23\uff01(You gonna weep? Go ahead, watch what unfolds tomorrow.)\u300d\u5728\u9019\u53e5\u8a71\u4e2d\uff0c\u53ef\u80fd\u6c92\u6709\u4efb\u4f55\u6703\u5192\u72af\u4ed6\u4eba\u7684\u8a5e\u8a9e\uff0c\u4f46\u662f\u537b\u53ef\u4ee5\u56e0\u70ba\u60c5\u5883\u8b93\u9019\u53e5\u8a71\u8b8a\u5f97\u5177\u6709\u653b\u64ca\u6027\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u70ba\u4e86\u9867\u53ca\u7db2\u8def\u9738\u51cc\u7684\u591a\u8b8a\u6027\u53ca\u591a\u500b\u9762\u5411\uff0cEjaz\u7b49\u4eba (2024) \u6b78\u7d0d\u51fa\u7db2\u8def\u9738\u51cc\u7684\u56db\u500b\u8981\u4ef6\uff1a\u4e00\u3001\u653b\u64ca\u6027\u7684\u6e9d\u901a\uff1b\u4e8c\u3001\u91cd\u8907\u6301\u7e8c\u7684\u884c\u70ba\uff1b\u4e09\u3001\u88fd\u9020\u50b7\u5bb3\u7684\u610f\u5716\uff1b\u56db\u3001\u540c\u5115\u7684\u53c3\u8207\u3002\u4ee5\u88fd\u4f5c\u4e00\u500b\u80fd\u81ea\u52d5\u5075\u6e2c\u7db2\u8def\u9738\u51cc\u7684\u7cfb\u7d71\u7684\u89d2\u5ea6\u800c\u8a00\uff0c\u53ea\u8003\u616e\u6587\u672c\u6703\u8b93\u7cfb\u7d71\u5931\u6e96\u3002\u6240\u4ee5\uff0c\u70ba\u4e86\u8a02\u5b9a\u66f4\u597d\u7684\u6a19\u6e96\u8207\u5b9a\u7fa9\u7d66\u9738\u51cc\u5075\u6e2c\u7cfb\u7d71\uff0c\u5982\u679c\u80fd\u4e0d\u53ea\u662f\u5f9e\u6587\u672c\u672c\u8eab\u4f86\u5075\u6e2c\u9738\u51cc\uff0c\u5c07\u80fd\u5e6b\u52a9\u5efa\u7acb\u66f4\u5b89\u5168\u7684\u6578\u4f4d\u74b0\u5883\u3002\u800c\u9019\u4e9b\u9762\u5411\u90fd\u662f\u69cb\u6210\u7db2\u8def\u9738\u51cc\u7684\u8981\u4ef6\uff0c\u5982\u679c\u90fd\u6210\u7acb\u4e86\uff0c\u90a3\u9ebc\u5c31\u5fc5\u9808\u5f97\u62c9\u8d77\u7db2\u8def\u9738\u51cc\u7684\u8b66\u5831\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u8cc7\u6599\u5eab\u76e4\u9ede\u8207\u7db2\u8def\u9738\u51cc\u5206\u985e\u67b6\u69cb<\/strong><\/span><\/h6>\n<p>Ejaz\u7b49\u4eba (2024) \u76e4\u9ede\u4e86\u76ee\u524d\u9032\u884c\u793e\u7fa4\u5a92\u9ad4\u5206\u6790\u7684\u8cc7\u6599\u5eab\uff0c\u5305\u542bTwitter\u3001FormSpring\u3001Instagram\u3001Youtube\u4ee5\u53ca\u5176\u4ed6\u5728\u570b\u5916\u6bd4\u8f03\u5c0f\u773e\u4f46\u4e5f\u5f88\u6d41\u884c\u7684\u793e\u7fa4\u5a92\u9ad4\u3002\u5728\u81fa\u7063\u53ef\u80fd\u6bd4\u8f03\u4e0d\u719f\u6089\u300cFormSpring\u300d\uff0c\u9019\u662f\u4e00\u500b\u53ef\u4ee5\u8b93\u4f7f\u7528\u8005\u554f\u4ed6\u4eba\u554f\u984c\uff0c\u4e26\u4ee5\u6b64\u4f86\u958b\u555f\u5c0d\u8a71\u7684\u793e\u7fa4\u5a92\u9ad4\uff0c\u4f46\u9019\u500b\u7db2\u7ad9\u56e0\u70ba\u7db2\u8def\u9738\u51cc\u4e8b\u4ef6\u800c\u95dc\u7ad9\u4e86\u3002<\/p>\n<p>\u4e0d\u904e\uff0c\u4ee5\u76ee\u524d\u7684\u7db2\u8def\u9738\u51cc\u5206\u6790\u800c\u8a00\uff0c\u7814\u7a76\u8005\u6307\u51fa\u4e86\u5e7e\u500b\u904e\u53bb\u7814\u7a76\u7684\u9650\u5236\u3002\u9996\u5148\uff0c\u5927\u90e8\u5206\u7684\u7814\u7a76\u4e26\u6c92\u6709\u89c0\u5bdf\u4e92\u52d5\u7684\u4f7f\u7528\u8005\u5011\u4e4b\u9593\u7684\u95dc\u4fc2\uff0c\u4f46\u662f\u7db2\u8def\u9738\u51cc\u5e38\u5e38\u767c\u751f\u5728\u540c\u5115\u4e4b\u9593\uff0c\u6240\u4ee5\u6703\u5931\u53bb\u6e96\u78ba\u5ea6\u3002\u518d\u8005\uff0c\u7db2\u8def\u9738\u51cc\u5e38\u5e38\u662f\u6301\u7e8c\u4e14\u91cd\u8907\u7684\u884c\u70ba\uff0c\u4f46\u662f\u904e\u53bb\u7684\u5206\u6790\u53ea\u6709\u5206\u6790\u55ae\u4e00\u6b21\u7684\u653b\u64ca\u8a9e\u8a00\u3002\u53e6\u5916\uff0c\u904e\u53bb\u7814\u7a76\u96d6\u7136\u5206\u985e\u4e86\u653b\u64ca\u6027\u8a9e\u8a00\u548c\u975e\u653b\u64ca\u6027\u8a9e\u8a00\uff0c\u4f46\u662f\u6c92\u6709\u5f37\u8abf\u540c\u5115\u7684\u6982\u5ff5\u53ca\u8a9e\u8a00\u80cc\u5f8c\u7684\u50b7\u5bb3\u610f\u5716\uff0c\u56e0\u6b64\uff0c\u4ecd\u7136\u5728\u5206\u6790\u4e0a\u986f\u5f97\u4e0d\u5920\u5168\u9762\u3002<\/p>\n<figure id=\"attachment_44172\" aria-describedby=\"caption-attachment-44172\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-44172 size-large\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1-1024x629.jpg\" alt=\"\" width=\"800\" height=\"491\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1-1024x629.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1-300x184.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1-768x472.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1-1536x944.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-1.jpg 1674w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-44172\" class=\"wp-caption-text\">\u8cc7\u6599\u5eab\u76e4\u9ede\u8207\u7db2\u8def\u9738\u51cc\u5206\u985e\u67b6\u69cb\u5716\uff5c\u4f86\u6e90\uff1aEjaz et al. (2024)\uff0c\u4f5c\u8005\u7ffb\u8b6f<\/figcaption><\/figure>\n<p>\u56e0\u6b64\uff0cEjaz\u7b49\u4eba (2024) \u63d0\u51fa\u4e86\u5982\u5716\u7684\u67b6\u69cb\uff0c\u5728\u751f\u6210\u4f7f\u7528\u8005\u7684\u8cc7\u6599\u6642\uff0c\u540c\u6642\u4e5f\u6703\u6536\u96c6\u4f7f\u7528\u8005\u7684\u8cc7\u6599\uff0c\u4e26\u4e14\u5c07\u8a0a\u606f\u7684\u63a5\u53d7\u8005\u548c\u767c\u9001\u8005\u9032\u884c\u914d\u5c0d\u3002\u4f8b\u5982\uff0c\u5728\u540c\u5115\u95dc\u4fc2\u65b9\u9762\uff0c\u5c31\u6703\u53c3\u8003\u4f7f\u7528\u8005\u7684\u8cc7\u6599\u4f86\u5224\u5b9a\u95dc\u4fc2\uff0c\u8209\u51e1\u662f\u5426\u540c\u6821\u3001\u662f\u5426\u540c\u5e74\u9f61\u7b49\u7b49\uff0c\u53ef\u4ee5\u4f9d\u7167\u4f7f\u7528\u8005\u8cc7\u6599\u4f86\u5206\u51fa\u914d\u5c0d\u4f7f\u7528\u8005\u7684\u95dc\u4fc2\u9060\u8fd1\u3002\u800c\u4f7f\u7528\u8005\u4e4b\u9593\u7684\u6e9d\u901a\u8a0a\u606f\uff0c\u5247\u662f\u6703\u5206\u6790\u6587\u672c\u7684\u300c\u653b\u64ca\u503c\u300d\u4ee5\u53ca\u300c\u91cd\u8907\u503c\u300d\uff0c\u4e5f\u5c31\u662f\u5fc5\u9808\u8981\u91cd\u8907\u6301\u7e8c\u7684\u653b\u64ca\u6027\u8a9e\u8a00\uff0c\u624d\u7b97\u662f\u69cb\u6210\u9738\u51cc\u3002\u800c\u50b7\u5bb3\u610f\u5716\u7684\u63a8\u7b97\u90e8\u5206\uff0c\u7814\u7a76\u8005\u4e5f\u767c\u60f3\u4e86\u4e00\u5957\u516c\u5f0f\uff0c\u5c07\u653b\u64ca\u6027\u3001\u91cd\u8907\u6027\u53ca\u540c\u5115\u95dc\u4fc2\u7d0d\u5165\u8003\u91cf\uff0c\u4f86\u9032\u884c\u50b7\u5bb3\u610f\u5716\u7684\u904b\u7b97\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u5c07\u8a0a\u606f\u8f49\u5316\u70ba\u6578\u503c\uff0c\u4e26\u4e14\u9032\u884cAI\u5206\u6790<\/strong><\/span><\/h6>\n<p>\u900f\u904e\u4e0a\u8ff0\u7684\u67b6\u69cb\uff0c\u6587\u5b57\u8a0a\u606f\u548c\u4f7f\u7528\u8005\u8cc7\u6599\u90fd\u6703\u900f\u904e\u7814\u7a76\u8005\u6240\u8a2d\u5b9a\u7684\u516c\u5f0f\uff0c\u88ab\u8f49\u63db\u6210\u4e00\u7d44\u6578\u503c\u3002\u5728Ejaz (2024) \u7b49\u4eba\u7684\u7814\u7a76\u4e2d\uff0c\u4f7f\u7528\u4e86\u6578\u500b\u6a5f\u5668\u5b78\u7fd2\u4ee5\u53ca\u6578\u500b\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u4f86\u9032\u884c\u7db2\u8def\u9738\u51cc\u7684\u5075\u6e2c\u3002\u6a5f\u5668\u5b78\u7fd2\u90e8\u5206\u5617\u8a66\u4f7f\u7528\u4e86\u591a\u9805\u5f0f\u55ae\u7d14\u8c9d\u5f0f\u5206\u985e\u5668 (Multinomial-NB)\u3001\u96a8\u6a5f\u68af\u5ea6\u4e0b\u964d (Stochastic GD)\u3001\u7f85\u5409\u65af\u56de\u6b78 (Logistic regression)\u3001\u652f\u6301\u5411\u91cf\u6a5f (SVM) \u4ee5\u53ca\u6dfa\u5c64\u795e\u7d93\u7db2\u8def (Shallow NN)\u3002\u7d50\u679c\u986f\u793a\uff0c\u96a8\u6a5f\u68af\u5ea6\u4e0b\u964d\u7684\u7cbe\u78ba\u5ea6\u8868\u73fe\u8f03\u597d\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u6df1\u5ea6\u5b78\u7fd2\u65b9\u9762\u5229\u7528\u4e86Google AI\u5718\u968a\u958b\u767c\u7684BERT\u795e\u7d93\u7db2\u8def\uff0c\u4ee5\u53ca\u53e6\u5916\u5169\u500b\u5718\u968a\u6240\u6539\u826f\u958b\u767c\u7684\u300cDistilled BERT\u300d\u4ee5\u53ca\u300cRoBERT\u300d\u3002\u7d50\u679c\u767c\u73fe\uff0c\u4f7f\u7528\u300cRoBERT\u300d\u4e26\u4e14\u5c07\u7814\u7a76\u8005\u7684\u8cc7\u6599\u9032\u884c\u8a13\u7df4\u800c\u5f97\u7684\u6a21\u578b\uff0c\u5176\u7cbe\u78ba\u5ea6\u7684\u8868\u73fe\u6700\u597d\u3002<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u7531\u65bc\u7db2\u8def\u9738\u51cc\u7684\u5404\u500b\u9762\u5411\u5728Ejaz (2024) \u7b49\u4eba\u7684\u7814\u7a76\u4e2d\u900f\u904e\u91cf\u5316\u7684\u5f62\u5f0f\u5c55\u73fe\u51fa\u4f86\uff0c\u5728\u8ad6\u6587\u4e2d\uff0c\u7814\u7a76\u8005\u5011\u4e5f\u63d0\u51fa\u4e86\u300c\u95be\u503c\u8a2d\u5b9a\u300d\u7684\u6982\u5ff5\uff0c\u4f8b\u5982\u300c\u540c\u5115\u95be\u503c\u300d\u4ee5\u7814\u7a76\u8005\u6240\u63d0\u51fa\u7684\u516c\u5f0f\u800c\u8a00\uff0c\u53ef\u4ee5\u8a2d\u5b9a0.4\uff0c\u4ee5\u4e0a\u8868\u793a\u540c\u5115\u95dc\u4fc2\u8fd1\uff0c\u4ee5\u4e0b\u8868\u793a\u4f7f\u7528\u8005\u7684\u95dc\u4fc2\u8f03\u9060\u7b49\u7b49\u3002\u800c\u300c\u8a0a\u606f\u91cd\u8907\u300d\u7684\u95be\u503c\uff0c\u5247\u843d\u57285\u3002\u8d85\u904e\u4e94\u6b21\u4ee5\u4e0a\u7684\u91cd\u8907\u884c\u70ba\uff0c\u5c31\u6709\u53ef\u80fd\u69cb\u6210\u6301\u7e8c\u6027\u7684\u9738\u51cc\u3002<\/p>\n<p>\u7e3d\u7d50\u4f86\u8aaa\uff0c\u7814\u7a76\u8005\u5011\u5728\u9019\u7bc7\u8ad6\u6587\u7576\u4e2d\u63d0\u4f9b\u4e86\u4e00\u500b\u65b0\u7684\u67b6\u69cb\u4f86\u8b93\u5b78\u8005\u5011\u53ef\u4ee5\u7528\u66f4\u5168\u9762\u7684\u89d2\u5ea6\u4f86\u5206\u6790\u4e26\u5075\u6e2c\u7db2\u8def\u9738\u51cc\u884c\u70ba\u3002\u4e0d\u904e\uff0c\u7814\u7a76\u8005\u4e5f\u63d0\u9192\uff0c\u5728\u8ad6\u6587\u4e2d\uff0c\u4f7f\u7528\u8005\u53ea\u9032\u884c\u4e86\u5169\u5169\u914d\u5c0d\uff0c\u4f46\u9738\u51cc\u53ef\u80fd\u662f\u4f86\u81ea\u65bc\u591a\u5c0d\u4e00\u7684\u8a0a\u606f\uff0c\u5728\u9019\u500b\u67b6\u69cb\u4e2d\u53ef\u80fd\u6c92\u6709\u8fa6\u6cd5\u88ab\u8655\u7406\u3002\u53e6\u5916\uff0c\u96d6\u7136\u7814\u7a76\u8005\u4e5f\u8a66\u5716\u63d0\u51fa\u53ef\u80fd\u69cb\u6210\u9738\u51cc\u7684\u95be\u503c\uff0c\u4f46\u5176\u5be6\u7b97\u4e0d\u7b97\u69cb\u6210\u9738\u51cc\uff0c\u4ecd\u7136\u53d6\u6c7a\u65bc\u7576\u4e8b\u4eba\u7684\u4e3b\u89c0\u611f\u53d7\u3002\u6b64\u5916\uff0c\u7db2\u8def\u9738\u51cc\u672c\u8eab\u53ef\u80fd\u4e5f\u6d89\u53ca\u4e0d\u540c\u985e\u578b\u7684\u9738\u51cc\uff0c\u82e5\u80fd\u9032\u4e00\u6b65\u5340\u5206\u7db2\u8def\u9738\u51cc\u7684\u7a2e\u985e\uff0c\u80fd\u628a\u5075\u6e2c\u7cfb\u7d71\u8b8a\u5f97\u518d\u66f4\u52a0\u5168\u9762\u6027\u3002\u96d6\u7136\u9084\u6709\u8a31\u591a\u6709\u5f85\u5546\u69b7\u7684\u5730\u65b9\uff0c\u7531\u65bc\u904e\u53bb\u7814\u7a76\u8f03\u5c11\u7d71\u6574\u7db2\u8def\u9738\u51cc\u7684\u5b9a\u7fa9\u53ca\u5404\u500b\u9762\u5411\uff0c\u9019\u7bc7\u8ad6\u6587\u6240\u63d0\u4f9b\u7684\u5206\u6790\u67b6\u69cb\uff0c\u5c0d\u65bc\u5efa\u7acb\u4e00\u500b\u5075\u6e2c\u9738\u51cc\u7684\u7cfb\u7d71\u800c\u8a00\uff0c\u4ecd\u5177\u6709\u4e00\u5b9a\u7684\u53c3\u8003\u50f9\u503c\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li>Ejaz, N., Razi, F., &amp; Choudhury, S., 2024, Towards comprehensive cyberbullying detection: A dataset incorporating aggressive texts, repetition, peerness, and intent to harm. <em>Computers in Human Behavior<\/em>, 153, 108123.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u7db2\u8def\u548c\u793e\u7fa4\u5a92\u9ad4\u7684\u51fa\u73fe\uff0c\u958b\u555f\u4e86\u4eba\u985e\u4e00\u500b\u65b0\u7684\u9023\u7d50\u65b9\u5f0f\u548c\u6e9d\u901a\u7ba1\u9053\uff0c\u4f46\u662f\u96a8\u8457\u793e\u7fa4\u5a92\u9ad4\u4f7f\u7528\u7684\u589e\u52a0\uff0c\u7db2\u8def\u9738\u51cc\u4e8b\u4ef6\u7684\u6210\u9577\u4e5f\u7372\u5f97\u4e86\u5f88\u5927\u7684\u95dc\u6ce8\uff0c\u5c24\u5176\u662f\u73fe\u4eca\u793e\u6703\u4e2d\u4e5f\u6709\u6578\u8d77\u56e0\u70ba\u7db2\u8def\u9738\u51cc\u800c\u5f15\u767c\u7684\u81ea\u7e0a\u4e8b\u4ef6\uff0c\u66f4\u4f7f\u5f97\u7db2\u8def\u9738\u51cc\u7684\u8b70\u984c\u8b8a\u5f97\u66f4\u52a0\u5177\u6709\u8feb\u5207\u6027\u3002<\/p>\n","protected":false},"author":20,"featured_media":44171,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293,4988,791],"tags":[4380,7095,7096,4888],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/05\/\u7db2\u8def\u9738\u51cc-scaled.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/44170"}],"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=44170"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/44170\/revisions"}],"predecessor-version":[{"id":44173,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/44170\/revisions\/44173"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/44171"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=44170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=44170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=44170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}