{"id":3195,"date":"2026-03-12T14:18:42","date_gmt":"2026-03-12T06:18:42","guid":{"rendered":"https:\/\/www.iaao.ntnu.edu.tw\/?p=3195"},"modified":"2026-03-12T14:18:42","modified_gmt":"2026-03-12T06:18:42","slug":"%e8%b7%a8%e9%a0%98%e5%9f%9f%e8%aa%b2%e7%a8%8b%e6%8e%a2%e7%b4%a2%e4%b9%8b%e7%b6%93%e9%a9%97%e5%88%86%e4%ba%ab%ef%bc%8d%e5%bf%83%e7%90%86%e5%ad%b8%e8%88%87%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%9e%8d","status":"publish","type":"post","link":"https:\/\/www.iaao.ntnu.edu.tw\/?p=3195","title":{"rendered":"\u8de8\u9818\u57df\u8ab2\u7a0b\u63a2\u7d22\u4e4b\u7d93\u9a57\u5206\u4eab\uff0d\u5fc3\u7406\u5b78\u8207\u4eba\u5de5\u667a\u6167\u878d\u5408\u7684\u5be6\u8e10\uff0f\u96fb\u6a5f\u7cfb"},"content":{"rendered":"\n<p class=\"has-medium-font-size\">\u672c\u6b21\u8de8\u57df\u8a08\u756b\u4ee5\u300c\u8de8\u9818\u57df\u8ab2\u7a0b\u63a2\u7d22\u4e4b\u7d93\u9a57\u5206\u4eab\u300d\u70ba\u4e3b\u984c\uff0c\u9080\u8acb\u5177\u5099\u6df1\u539a\u8de8\u57df\u5b78\u7fd2\u8207\u7814\u7a76\u80cc\u666f\u4e14\u540c\u70ba\u96fb\u6a5f\u7cfb\u6559\u5e2b\u4e4b\u8a31\u9594\u5091\u8001\u5e2b\uff0c\u900f\u904e\u8b1b\u5ea7\u5f62\u5f0f\u5206\u4eab\u5176\u5f9e\u5927\u5b78\u3001\u78a9\u58eb\u81f3\u535a\u58eb\u968e\u6bb5\u6301\u7e8c\u8de8\u57df\u4fee\u8ab2\u8207\u7d50\u5408\u96fb\u6a5f\u5c08\u696d\uff0c\u4e26\u843d\u5be6\u7814\u7a76\u5be6\u8e10\u7684\u6b77\u7a0b\uff0c\u5f15\u5c0e\u53c3\u8207\u5e2b\u751f\u4e86\u89e3\u8de8\u9818\u57df\u5b78\u7fd2\u7684\u50f9\u503c\u8207\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u4e00\u3001\u8b1b\u5e2b\u80cc\u666f\u8207\u6f14\u8b1b\u4e3b\u984c\u8c50\u5bcc<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8a31\u8001\u5e2b\u5927\u5b78\u3001\u78a9\u3001\u535a\u5747\u662f\u672c\u6821\u96fb\u6a5f\u5de5\u7a0b\u5b78\u7cfb\u7562\u696d\uff0c\u5b78\u751f\u4fee\u8ab2\u968e\u6bb5\u9664\u672c\u7cfb\u8ab2\u7a0b\u5916\uff0c\u540c\u6642\u4fee\u7fd2\u5fc3\u7406\u8f14\u5c0e\u3001\u6559\u80b2\u5fc3\u7406\u3001\u795e\u7d93\u79d1\u5b78\u3001\u7269\u7406\u53ca\u4eba\u5de5\u667a\u6167\u7b49\u8de8\u9818\u57df\u5b78\u7fd2\u8207\u7814\u7a76\uff0c\u5c07\u5fc3\u7406\u6216\u7269\u7406\u7b49\u76f8\u95dc\u7406\u8ad6\u8207AI\u6280\u8853\u7d50\u5408\uff0c\u5c07\u96fb\u6a5f\u5c08\u696d\u61c9\u7528\u65bc\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u3001\u8aee\u5546\u8f14\u5c0e\u3001\u751f\u91ab\u8207\u795e\u7d93\u8a8d\u77e5\u9818\u57df\u3002\u65bc\u8b1b\u5ea7\u4e2d\u5206\u4eab\u81ea\u5df1\u8c50\u5bcc\u7684\u4fee\u8ab2\u3001\u7814\u7a76\u7d93\u9a57\uff0c\u4ea6\u8aaa\u660e\u8de8\u57df\u5b78\u7fd2\u5982\u4f55\u7d2f\u7a4d\u5c08\u696d\u80fd\u91cf\u53ca\u8c50\u5bcc\u7814\u7a76\u65b9\u5411\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u4e8c\u3001\u8de8\u9818\u57df\u5b78\u7fd2\u5960\u5b9a\u672a\u4f86\u7814\u7a76\u57fa\u790e<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8a31\u8001\u5e2b\u63d0\u53ca\u901a\u8b58\u8ab2\u7a0b\u6216\u8de8\u7cfb\u9078\u4fee\u662f\u8de8\u9818\u57df\u5b78\u7fd2\u7684\u91cd\u8981\u8d77\u9ede\u3002\u4ed6\u5206\u4eab\u81ea\u5df1\u5728\u4fee\u7fd2\u901a\u8b58\u3001\u5fc3\u7406\u5b78\u3001\u795e\u7d93\u79d1\u5b78\u3001\u6559\u80b2\u8207\u4eba\u5de5\u667a\u6167\u76f8\u95dc\u8ab2\u7a0b\u5f8c\uff0c\u9010\u6b65\u6574\u5408\u4e0d\u540c\u77e5\u8b58\u8108\u7d61\u3001\u4e0d\u540c\u7406\u8ad6\u548c\u81ea\u5df1\u96fb\u6a5f\u5c08\u696d\uff0c\u8a2d\u8a08\u51fa\u300cLLM \u8f14\u52a9\u8aee\u5546\u8207\u795e\u7d93\u8a8d\u77e5\u7cfb\u7d71\u300d\uff0c\u5f37\u8abf\u6c42\u5b78\u671f\u9593\u7684\u591a\u5143\u5b78\u7fd2\u5982\u4f55\u6210\u70ba\u5f8c\u7e8c\u7814\u7a76\u7684\u95dc\u9375\u57fa\u790e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u4e09\u3001\u5fc3\u7406\u5b78\u8207\u4eba\u5de5\u667a\u6167\u4e4b\u878d\u5408\u8207\u61c9\u7528<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8b1b\u5ea7\u4e2d\uff0c\u8a31\u8b1b\u5e2b\u8aaa\u660e\u5982\u4f55\u5c07\u6559\u80b2\u5fc3\u7406\u5b78\u8207\u8a8d\u77e5\u5fc3\u7406\u5b78\u7406\u8ad6\u7d50\u5408\u4eba\u5de5\u667a\u6167\u6280\u8853\uff0c\u767c\u5c55\u53ef\u5354\u52a9\u8aee\u5546\u5e2b\u7406\u89e3\u5b78\u751f\u60c5\u7dd2\u8207\u5b78\u7fd2\u72c0\u614b\u7684\u7cfb\u7d71\uff0c\u63d0\u5347\u8f14\u5c0e\u6b77\u7a0b\u4e2d\u7684\u8cc7\u6599\u4fe1\u6548\u5ea6\u8207\u5be6\u52d9\u6210\u6548\uff0c\u5c55\u73fe\u8de8\u57df\u6574\u5408\u5728\u52a9\u4eba\u5c08\u696d\u4e2d\u7684\u5be6\u969b\u61c9\u7528\u50f9\u503c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u56db\u3001\u751f\u79d1\u8207\u4e2d\u85e5\u5b78\u7fd2\u5e36\u4f86\u7684\u8de8\u57df\u555f\u767c<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8a31\u8001\u5e2b\u4e5f\u5206\u4eab\u5176\u65bc\u751f\u79d1\u7cfb\u4fee\u7fd2\u8166\u7d50\u69cb\u5b78\u53ca\u4e2d\u85e5\u76f8\u95dc\u8ab2\u7a0b\u7684\u5b78\u7fd2\u7d93\u9a57\uff0c\u5305\u62ec\u5982\u4f55\u7406\u89e3\u795e\u7d93\u6a5f\u5236\u8207\u85e5\u7406\u4f5c\u7528\uff0c\u9032\u4e00\u6b65\u904b\u7528 AI \u6280\u8853\u9032\u884c\u4e2d\u85e5\u65b9\u5291\u7684\u6578\u64da\u5206\u6790\u3002\u4ee5\u6e05\u51a0\u4e00\u865f\u70ba\u4f8b\uff0c\u8aaa\u660e\u5982\u4f55\u5728\u4f7f\u7528\u524d\u5373\u900f\u904e\u6578\u64da\u5206\u6790\u8a55\u4f30\u5176\u5c0d\u8178\u9053\u7684\u5f71\u97ff\u8207\u6f5b\u5728\u526f\u4f5c\u7528\uff0c\u5c55\u73fe AI \u5728\u751f\u91ab\u8207\u4e2d\u85e5\u7814\u7a76\u9818\u57df\u7684\u61c9\u7528\u6f5b\u80fd\uff0c\u51f8\u986f\u8de8\u57df\u5b78\u7fd2\u7684\u512a\u52e2\u8207\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\">\u6d3b\u52d5\u7279\u8272<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u4e00\u3001\u76f4\u653b\u78a9\u535a\uff0c\u6301\u7e8c\u8de8\u57df\u9078\u4fee\u5c08\u696d\u8ab2\u7a0b<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8a31\u8001\u5e2b\u81ea\u5927\u5b78\u8d77\u5373\u7a4d\u6975\u898f\u5283\u5b78\u7fd2\u8def\u5f91\uff0c\u9664\u78a9\u3001\u535a\u968e\u6bb5\u4fee\u7fd2\u672c\u7cfb\u5c08\u696d\u5fc5\u9078\u4fee\u8ab2\u7a0b\u5916\uff0c\u6301\u7e8c\u8de8\u57df\u9078\u4fee\u6559\u80b2\u5fc3\u7406\u8207\u8f14\u5c0e\u5b78\u7cfb\u53ca\u7269\u7406\u5b78\u7cfb\u7b49\u8de8\u57df\u8ab2\u7a0b\uff0c\u6210\u70ba\u8ab2\u5802\u4e0a\u7368\u4e00\u7121\u4e8c\u5177\u5099\u591a\u91cd\u5b78\u8853\u80cc\u666f\u7684\u5b78\u751f\uff0c\u5c55\u73fe\u9ad8\u5ea6\u5b78\u7fd2\u52d5\u6a5f\u8207\u591a\u5143\u63a2\u7d22\u7cbe\u795e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u4e8c\u3001\u904b\u7528\u8de8\u57df\u80fd\u91cf\u843d\u5be6\u65bc\u5b78\u8853\u53ca\u696d\u754c\u5be6\u8e10<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8a31\u8001\u5e2b\u6191\u85c9\u7368\u7279\u7684\u8de8\u9818\u57df\u5b78\u8853\u80cc\u666f\u53ca\u5c08\u984c\u7814\u7a76\u6b77\u7a0b\uff0c\u6210\u529f\u5c07\u6559\u80b2\u5fc3\u7406\u5b78\u3001\u8a8d\u77e5\u5fc3\u7406\u5b78\u3001\u795e\u7d93\u79d1\u5b78\u8207\u4eba\u5de5\u667a\u6167\u6280\u8853\u6574\u5408\uff0c\u61c9\u7528\u65bc\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u53ca\u8aee\u5546\u8f14\u5c0e\u7b49\u9818\u57df\uff0c\u4e26\u65bc\u7562\u696d\u5f8c\u8d70\u5411\u5b78\u8853\u754c\uff0c\u5c55\u73fe\u8de8\u57df\u5b78\u7fd2\u5728\u5b78\u8853\u7814\u7a76\u8207\u7522\u696d\u61c9\u7528\u4e0a\u7684\u96d9\u91cd\u50f9\u503c\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\">\u4ea4\u6d41\u8207\u53cd\u994b<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u4e00\u3001\u73fe\u5834\u4e92\u52d5\u8207\u8a0e\u8ad6\u91cd\u9ede<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u5728\u4ea4\u6d41\u4e2d\u5b78\u751f\u63d0\u554f\uff1a\u300c\u8de8\u9818\u57df\u5b78\u7fd2\u4e2d\u6700\u5927\u7684\u6311\u6230\u662f\u4ec0\u9ebc\uff1f\u82e5\u91cd\u4f86\u4e00\u6b21\uff0c\u662f\u5426\u4ecd\u6703\u9078\u64c7\u8de8\u9818\u57df\u4fee\u8ab2\uff1f\u300d<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u8a31\u8001\u5e2b\u8868\u793a\uff1a\u8de8\u9818\u57df\u5b78\u7fd2\u6700\u5927\u7684\u6311\u6230\u5728\u65bc\u6574\u5408\u4e0d\u540c\u9818\u57df\u7684\u77e5\u8b58\u8207\u601d\u7dad\u6a21\u5f0f\uff0c\u904e\u7a0b\u4e2d\u9700\u8981\u4fdd\u6301\u958b\u653e\u5fc3\u614b\u3001\u6301\u7e8c\u71b1\u5ff1\uff0c\u4e26\u80fd\u63a5\u53d7 GPA \u8d77\u4f0f\u6240\u5e36\u4f86\u7684\u5b78\u7fd2\u6b77\u7a0b\u3002\u4e26\u5f37\u8abf\uff0c<strong>\u82e5\u80fd\u91cd\u4f86\u4e00\u6b21\uff0c\u4ecd\u6703\u9078\u64c7\u8de8\u57df\u4fee\u7fd2\uff0c\u4e26\u671f\u8a31\u80fd\u4fee\u5f97\u66f4\u5b8c\u6574\u3001\u66f4\u6df1\u5165\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>\u4e8c\u3001\u8207\u6703\u5e2b\u751f\u6b63\u5411\u56de\u994b<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8207\u6703\u5e2b\u751f\u56de\u994b\u8b1b\u5ea7\u5167\u5bb9\u5145\u5be6\uff0c\u5177\u555f\u767c\u6027\uff0c\u5f15\u5c0e\u5b78\u751f\u9ad4\u6703\u300c\u8de8\u9818\u57df\u5b78\u7fd2\u662f\u5275\u65b0\u8207\u7a81\u7834\u7684\u8d77\u9ede\u300d\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\">\u5b78\u751f\u5fc3\u5f97<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u9019\u6b21\u807d\u5b8c\u8001\u5e2b\u7684\u8b1b\u5ea7\uff0c\u6211\u771f\u7684\u89ba\u5f97\u300c\u597d\u8ab2\u503c\u5f97\u4e00\u4fee\u518d\u4fee\u300d\u3002\u8001\u5e2b\u7684\u5167\u5bb9\u4e0d\u53ea\u662f\u55ae\u7d14\u7684\u77e5\u8b58\uff0c\u800c\u662f\u8b93\u6211\u91cd\u65b0\u601d\u8003\u300c\u5b78\u7fd2\u300d\u9019\u4ef6\u4e8b\u7684\u610f\u7fa9\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u8001\u5e2b\u63d0\u5230\u4ed6\u5b78\u904e\u5f88\u591a\u4e0d\u540c\u9818\u57df\u7684\u6771\u897f\uff0c\u50cf\u662f\u5fc3\u7406\u5b78\u3001\u8166\u79d1\u5b78\u3001\u751a\u81f3\u9084\u6709\u6559\u80b2\u76f8\u95dc\u7684\u5167\u5bb9\u3002\u4ed6\u8aaa\uff1a\u300c\u5f88\u591a\u4e8b\u60c5\u4f60\u53ef\u4ee5\u5148\u5b78\uff0c\u4f60\u5b78\u7684\u6771\u897f\u6839\u672c\u4e0d\u77e5\u9053\u5230\u5e95\u6703\u6709\u4ec0\u9ebc\u5e6b\u52a9\uff0c\u4f46\u73fe\u5728\u537b\u7528\u5230\u4e86\u3002\u4e5f\u6709\u73fe\u5728\u6c92\u7528\u5230\u7684\uff0c\u4f46\u672a\u4f86\u8aaa\u4e0d\u5b9a\u6703\u7528\u5230\u3002\u300d\u9019\u53e5\u8a71\u8b93\u6211\u5370\u8c61\u5f88\u6df1\u3002\u4ee5\u524d\u6211\u5e38\u5e38\u89ba\u5f97\uff0c\u6709\u4e9b\u6771\u897f\u5b78\u4e86\u597d\u50cf\u6c92\u4ec0\u9ebc\u7528\uff0c\u4f46\u807d\u5b8c\u8001\u5e2b\u7684\u5206\u4eab\uff0c\u6211\u958b\u59cb\u89ba\u5f97\uff0c\u4e5f\u8a31\u5b78\u7fd2\u4e0d\u662f\u8981\u7acb\u523b\u770b\u5230\u7d50\u679c\uff0c\u800c\u662f\u70ba\u4e86\u8b93\u672a\u4f86\u7684\u81ea\u5df1\u6709\u66f4\u591a\u53ef\u80fd\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u6211\u4e5f\u5f88\u559c\u6b61\u8001\u5e2b\u8aaa\u300c\u6bcf\u500b\u4eba\u807d\u5230\u7684\u3001\u770b\u5230\u7684\u90fd\u4e0d\u540c\uff0c\u5373\u4f7f\u662f\u540c\u6a23\u7684\u8a0a\u865f\uff0c\u4e5f\u6703\u6709\u4e0d\u540c\u7684\u611f\u89ba\u300d\u3002\u9019\u8b93\u6211\u60f3\u5230\uff0c\u6bcf\u500b\u4eba\u5b78\u5230\u7684\u6771\u897f\u4e5f\u4e0d\u6703\u4e00\u6a23\uff0c\u56e0\u70ba\u6211\u5011\u7684\u60f3\u6cd5\u3001\u7d93\u9a57\u8207\u6210\u9577\u74b0\u5883\u90fd\u4e0d\u540c\uff0c\u73fe\u5728\u7684\u74b0\u5883\u8b93\u6211\u6df1\u6709\u9ad4\u6703\uff0c\u540c\u5b78\u90fd\u4e0d\u592a\u9700\u8981\u52aa\u529b\u5c31\u80fd\u8003\u9ad8\u5206\uff0c\u9019\u662f\u56e0\u70ba\u4ed6\u5011\u4e4b\u524d\u52aa\u529b\u7684\u5b78\u7fd2\u7d2f\u7a4d\u4e0b\u4f86\u7684\u7d93\u9a57\uff0c\u6240\u4ee5\u8aaa\u51e1\u4e8b\u4e0d\u8981\u770b\u8868\u9762\uff0c\u9084\u9700\u8981\u66f4\u52a0\u52aa\u529b\u7684\u53bb\u770b\u900f\u80cc\u5f8c\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u800c\u4e14\uff0c\u8001\u5e2b\u8de8\u8d8a\u4e86\u9019\u9ebc\u591a\u9818\u57df\uff0c\u6700\u5f8c\u6210\u70ba\u6559\u6388\uff0c\u6211\u89ba\u5f97\u4ed6\u7684\u5b78\u7fd2\u614b\u5ea6\u5f88\u503c\u5f97\u6211\u5b78\u7fd2\u3002\u4ed6\u8b93\u6211\u660e\u767d\uff0c\u53ea\u8981\u4fdd\u6301\u597d\u5947\u5fc3\uff0c\u591a\u5b78\u4e00\u9ede\u4e0d\u540c\u7684\u6771\u897f\uff0c\u54ea\u6015\u73fe\u5728\u770b\u8d77\u4f86\u6c92\u7528\uff0c\u672a\u4f86\u90fd\u6709\u53ef\u80fd\u767c\u63ee\u4f5c\u7528\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u9019\u5802\u8ab2\u8b93\u6211\u6536\u7a6b\u5f88\u591a\uff0c\u4e5f\u8b93\u6211\u66f4\u6709\u52d5\u529b\u53bb\u5b78\u7fd2\u4e0d\u540c\u9818\u57df\u7684\u77e5\u8b58\u3002\u6216\u8a31\u6709\u4e00\u5929\uff0c\u6211\u4e5f\u80fd\u50cf\u8001\u5e2b\u4e00\u6a23\uff0c\u628a\u770b\u4f3c\u7121\u95dc\u7684\u77e5\u8b58\u9023\u5728\u4e00\u8d77\uff0c\u505a\u51fa\u4e00\u4e9b\u7279\u5225\u7684\u4e8b\u60c5\uff01<\/p>\n\n\n\n<p class=\"has-large-font-size\"><strong>\u7d50\u8a9e<\/strong><\/p>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\"><\/ol>\n\n\n\n<p class=\"has-medium-font-size\">\u672c\u6b21\u8b1b\u5ea7\u6d3b\u52d5\u900f\u904e\u8a31\u8001\u5e2b\u8c50\u5bcc\u7684\u8de8\u9818\u57df\u5b78\u7fd2\u7d93\u6b77\u8207\u5177\u9ad4\u7814\u7a76\u5be6\u4f8b\u5206\u4eab\uff0c\u5f15\u5c0e\u8207\u6703\u540c\u5b78\u5011\u9ad4\u6703\u8de8\u9818\u57df\u5b78\u7fd2\u53ca\u5177\u5099\u591a\u5143\u80fd\u529b\u5728\u73fe\u4eca\u4eba\u624d\u57f9\u80b2\u4e2d\u7684\u91cd\u8981\u6027\u3002\u8a31\u8001\u5e2b\u4ee5\u81ea\u8eab\u5be6\u969b\u4fee\u8ab2\u6b77\u7a0b\u8207\u7814\u7a76\u7d93\u9a57\uff0c\u8aaa\u660e\u5982\u4f55\u6574\u5408\u8207\u8f49\u5316\u4e0d\u540c\u5b78\u79d1\u9818\u57df\u7684\u77e5\u8b58\uff0c\u9032\u800c\u767c\u5c55\u3001\u5275\u65b0\u3001\u61c9\u7528\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u8cc7\u8a0a\u79d1\u6280\u7684\u5feb\u901f\u767c\u5c55\uff0c\u8de8\u9818\u57df\u5b78\u7fd2\u5df2\u6210\u70ba\u57f9\u990a\u5177\u5099\u5275\u65b0\u601d\u7dad\u8207\u6574\u5408\u80fd\u529b\u4eba\u624d\u7684\u91cd\u8981\u9014\u5f91\u3002\u8a31\u8001\u5e2b\u5728\u5b78\u7fd2\u6b77\u7a0b\u4e2d\u52c7\u65bc\u5617\u8a66\u3001\u8de8\u8d8a\u5b78\u79d1\u754c\u7dda\u7684\u9ede\u9ede\u6ef4\u6ef4\uff0c\u5c0d\u5b78\u751f\u672a\u4f86\u7684\u5b78\u7fd2\u65b9\u5411\u8207\u751f\u6daf\u898f\u5283\u7686\u6709\u6df1\u9060\u4e14\u6b63\u5411\u7684\u555f\u767c\u3002\uff08\u6587\u7ae0\u63d0\u4f9b\uff1a\u96fb\u6a5f\u7cfb\uff09<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"549\" height=\"412\" src=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-71.jpeg\" alt=\"\u6f14\u8b1b\u73fe\u5834\" class=\"wp-image-3196\" srcset=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-71.jpeg 549w, https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-71-300x225.jpeg 300w\" sizes=\"auto, (max-width: 549px) 100vw, 549px\" \/><figcaption class=\"wp-element-caption\">\u6f14\u8b1b\u73fe\u5834<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"416\" src=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-72.jpeg\" alt=\"\" class=\"wp-image-3197\" srcset=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-72.jpeg 554w, https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-72-300x225.jpeg 300w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><figcaption class=\"wp-element-caption\">\u6f14\u8b1b\u73fe\u5834<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"416\" src=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-73.jpeg\" alt=\"\" class=\"wp-image-3198\" srcset=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-73.jpeg 554w, https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-73-300x225.jpeg 300w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><figcaption class=\"wp-element-caption\">\u5206\u4eab\u4fee\u8ab2\u6642\u7684\u5c08\u984c<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"548\" height=\"411\" src=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-74.jpeg\" alt=\"\" class=\"wp-image-3199\" srcset=\"https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-74.jpeg 548w, https:\/\/www.iaao.ntnu.edu.tw\/wp-content\/uploads\/image-74-300x225.jpeg 300w\" sizes=\"auto, (max-width: 548px) 100vw, 548px\" \/><figcaption class=\"wp-element-caption\">\u4e92\u52d5\u526a\u5f71<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong><br>\u8de8\u9818\u57df\u4eba\u624d\u57f9\u80b2\u6d3b\u52d5\u88dc\u52a9<\/strong><br>\u8de8\u9818\u57df\u5b78\u7fd2\u898f\u5283\u8fa6\u516c\u5ba4\u70ba\u5354\u52a9\u5b78\u751f\u8a8d\u8b58\u8de8\u9818\u57df\u4eba\u624d\u7684\u767c\u5c55\u8da8\u52e2\uff0c\u4e26\u63d0\u5347\u5176\u8de8\u57df\u601d\u7dad\u8207\u751f\u6daf\u898f\u5283\u80fd\u529b\uff0c\u9f13\u52f5\u5404\u55ae\u4f4d\u8fa6\u7406\u76f8\u95dc\u6d3b\u52d5\uff0c\u9080\u8acb\u5177\u5099\u8de8\u9818\u57df\u80cc\u666f\u6216\u5be6\u52d9\u7d93\u9a57\u4e4b\u7522\u5b98\u5b78\u7814\u5c08\u5bb6\u6216\u6821\u53cb\uff0c\u5206\u4eab\u5176\u6574\u5408\u591a\u5143\u77e5\u8b58\u3001\u89e3\u6c7a\u554f\u984c\u7684\u7d93\u9a57\u8207\u6b77\u7a0b\uff0c\u85c9\u6b64\u6fc0\u767c\u5b78\u751f\u7684\u5b78\u7fd2\u52d5\u6a5f\uff0c\u62d3\u5c55\u8996\u91ce\u3002 \u7533\u8acb\u65b9\u5f0f\uff1a<a href=\"https:\/\/www.iaao.ntnu.edu.tw\/?page_id=1667\">https:\/\/www.iaao.ntnu.edu.tw\/?page_id=1667<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6b21\u8de8\u57df\u8a08\u756b\u4ee5\u300c\u8de8\u9818\u57df\u8ab2\u7a0b\u63a2\u7d22\u4e4b\u7d93\u9a57\u5206\u4eab\u300d\u70ba\u4e3b\u984c\uff0c\u9080\u8acb\u5177\u5099\u6df1\u539a\u8de8\u57df\u5b78\u7fd2\u8207\u7814\u7a76\u80cc\u666f\u4e14\u540c\u70ba\u96fb\u6a5f\u7cfb\u6559\u5e2b\u4e4b\u8a31\u9594\u5091\u8001\u5e2b\uff0c [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[57,44,43],"class_list":["post-3195","post","type-post","status-publish","format-standard","hentry","category-52","tag-57","tag-44","tag-43"],"_links":{"self":[{"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/3195","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3195"}],"version-history":[{"count":1,"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/3195\/revisions"}],"predecessor-version":[{"id":3200,"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/3195\/revisions\/3200"}],"wp:attachment":[{"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3195"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.iaao.ntnu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}