{"id":1589,"date":"2025-06-03T08:47:02","date_gmt":"2025-06-03T00:47:02","guid":{"rendered":"https:\/\/cm.wp.shu.edu.tw\/?p=1589"},"modified":"2025-07-28T15:33:33","modified_gmt":"2025-07-28T07:33:33","slug":"%e4%b8%96%e6%96%b0%e5%a4%a7%e5%ad%b8%e5%82%b3%e6%92%ad%e7%ae%a1%e7%90%86%e5%ad%b8%e8%a1%93%e7%a0%94%e8%a8%8e%e6%9c%83-ai%e6%99%82%e4%bb%a3%e5%82%b3%e6%92%ad%e8%b6%a8%e5%8b%a2%e5%85%a8%e9%9d%a2","status":"publish","type":"post","link":"https:\/\/cm.wp.shu.edu.tw\/?p=1589","title":{"rendered":"\u4e16\u65b0\u5927\u5b78\u50b3\u64ad\u7ba1\u7406\u5b78\u8853\u7814\u8a0e\u6703 AI\u6642\u4ee3\u50b3\u64ad\u8da8\u52e2\u5168\u9762\u89e3\u6790"},"content":{"rendered":"\n<div class=\"caas-content-byline-wrapper\">\n<div class=\"caas-attr\">\n<div class=\"caas-attr-meta\">\u00a0<\/div>\n<\/div>\n<\/div>\n<div class=\"caas-body\">\n<p><span style=\"color: #000000\"><a class=\"link \" style=\"color: #000000\" href=\"https:\/\/tw.news.yahoo.com\/tag\/AI\" data-i13n=\"sec:content-canvas;subsec:anchor_text;elm:context_link\" data-ylk=\"slk:AI;sec:content-canvas;subsec:anchor_text;elm:context_link;itc:0\" data-rapid_p=\"9\" data-v9y=\"1\">AI<\/a>\u6280\u8853\u6b63\u5feb\u901f\u6539\u8b8a\u5a92\u9ad4\u7522\u696d\uff0c<a class=\"link \" style=\"color: #000000\" href=\"https:\/\/tw.news.yahoo.com\/tag\/%E4%B8%96%E6%96%B0%E5%A4%A7%E5%AD%B8\" data-i13n=\"sec:content-canvas;subsec:anchor_text;elm:context_link\" data-ylk=\"slk:\u4e16\u65b0\u5927\u5b78;sec:content-canvas;subsec:anchor_text;elm:context_link;itc:0\" data-rapid_p=\"10\" data-v9y=\"1\">\u4e16\u65b0\u5927\u5b78<\/a>\u50b3\u64ad\u7ba1\u7406\u5b78\u7cfb\u8fd1\u65e5\u8209\u8fa6\u7b2c20\u5c46\u50b3\u64ad\u7ba1\u7406\u767c\u5c55\u8207\u8da8\u52e2\u5b78\u8853\u7814\u8a0e\u6703\uff0c\u6210\u70ba\u696d\u754c\u8207\u5b78\u754c\u805a\u7126\u672a\u4f86\u50b3\u64ad\u8b8a\u9769\u7684\u91cd\u8981\u5e73\u53f0\u3002\u672c\u6b21\u7814\u8a0e\u6703\u9080\u8acb11\u4f4d\u6821\u5167\u5916\u5b78\u8005\u53c3\u8207\uff0c21\u7bc7\u8ad6\u6587\u767c\u8868\u6db5\u84cb\u6280\u8853\u3001\u5167\u5bb9\u3001\u7522\u696d\u3001\u793e\u6703\u8207\u7ba1\u7406\u4e94\u985e\u4e3b\u984c\uff0c\u6df1\u5165\u63a2\u8a0eAI\u5982\u4f55\u91cd\u5851\u50b3\u64ad\u751f\u614b\uff0c\u73fe\u5834\u8a0e\u8ad6\u6c23\u6c1b\u71b1\u70c8\uff0c\u6210\u679c\u8c50\u78a9\u3002<\/span><\/p>\n<figure class=\"caas-figure\">\n<div class=\"caas-figure-with-pb\">\n<div>\n<div class=\"caas-img-container\"><img decoding=\"async\" class=\"caas-img caas-lazy has-preview caas-loaded\" src=\"https:\/\/s.yimg.com\/ny\/api\/res\/1.2\/AfrBsiAs5P94w7yKO22ogA--\/YXBwaWQ9aGlnaGxhbmRlcjt3PTk2MDtoPTcyMDtjZj13ZWJw\/https:\/\/media.zenfs.com\/ca\/ftnn_com_tw_939\/0e660da47048453288fd5b6f9ddc989d\" alt=\"\u4e9e\u6d32\u6307\u6a19\u6578\u4f4d\u884c\u92b7\u8463\u4e8b\u9577\u9ece\u69ae\u7ae0\u5728\u4e16\u65b0\u5927\u5b78\u5206\u4eab\u4f01\u696d\u5982\u4f55\u904b\u7528AI\u6280\u8853\u63d0\u5347\u5167\u5bb9\u54c1\u724c\u7684\u7af6\u722d\u529b\u3002\uff08\u5716\uff0f\u4e16\u65b0\u5927\u5b78\u63d0\u4f9b\uff09\" data-caas-lazy-loading-init=\"1\" \/><\/div>\n<\/div>\n<\/div>\n<div class=\"caption-wrapper caption-aligned-with-image\">\n<div class=\"caption-wrapper caption-aligned-with-image\">\u00a0<\/div>\n<\/div>\n<figcaption class=\"caption-collapse\" data-id=\"m-0\">\u4e9e\u6d32\u6307\u6a19\u6578\u4f4d\u884c\u92b7\u8463\u4e8b\u9577\u9ece\u69ae\u7ae0\u5728\u4e16\u65b0\u5927\u5b78\u5206\u4eab\u4f01\u696d\u5982\u4f55\u904b\u7528AI\u6280\u8853\u63d0\u5347\u5167\u5bb9\u54c1\u724c\u7684\u7af6\u722d\u529b\u3002\uff08\u5716\uff0f\u4e16\u65b0\u5927\u5b78\u63d0\u4f9b\uff09<br \/><br \/><\/figcaption>\n<\/figure>\n<p><span style=\"color: #000000\">\u4eca\u5e74\u7279\u5225\u9080\u8acb\u4e9e\u6d32\u6307\u6a19\u6578\u4f4d\u884c\u92b7\u8463\u4e8b\u9577\u9ece\u69ae\u7ae0\u9032\u884c\u5c08\u984c\u6f14\u8b1b\uff0c\u5206\u4eab\u4f01\u696d\u5982\u4f55\u904b\u7528AI\u6280\u8853\u63d0\u5347\u5167\u5bb9\u54c1\u724c\u7684\u7af6\u722d\u529b\u3002\u9ece\u69ae\u7ae0\u4ee5\u5be6\u4f8b\u5c55\u793aAI\u5728\u793e\u7fa4\u8a9e\u610f\u5206\u985e\u3001\u5373\u6642\u8cc7\u6599\u8996\u89ba\u5316\u3001\u884c\u92b7\u6c7a\u7b56\u8207\u5371\u6a5f\u7ba1\u7406\u4e0a\u7684\u61c9\u7528\uff0c\u5f37\u8abfAI\u5c0e\u5165\u5f8c\u4e0d\u50c5\u5927\u5e45\u7e2e\u6e1b\u4eba\u529b\u6210\u672c\uff0c\u9084\u80fd\u7cbe\u6e96\u6eff\u8db3\u5ba2\u6236\u9700\u6c42\uff0c\u800c\u4f01\u696d\u900f\u904eRAG\uff08\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u7684AI\u6280\u8853\u5efa\u7acb\u5167\u5bb9\u8cc7\u6599\u5eab\uff0c\u53ef\u5be6\u73fe\u5feb\u901f\u3001\u7cbe\u78ba\u4e14\u9ad8\u5ea6\u5ba2\u88fd\u5316\u7684\u8cc7\u8a0a\u670d\u52d9\u3002\u4ed6\u4e5f\u671f\u5f85\u672a\u4f86\u8207\u4e16\u65b0\u5927\u5b78\u5728\u7522\u5b78\u5408\u4f5c\u8207\u5be6\u7fd2\u6a5f\u6703\u4e0a\u5c55\u958b\u66f4\u6df1\u5c64\u7684\u4ea4\u6d41\u3002<\/span><\/p>\n<p><span style=\"color: #000000\">\u4e16\u65b0\u5927\u5b78\u6821\u9577\u9673\u6e05\u6cb3\u65bc\u7814\u8a0e\u6703\u4e2d\u5206\u4eab\u4e16\u65b0\u5927\u5b78\u63a8\u884c\u7684\u300cAI\u4e94\u54e9\u8def\u300d\u7b56\u7565\uff0c\u6df1\u5165\u8aaa\u660eAI\u6280\u8853\u5c0d\u5167\u5bb9\u7522\u88fd\u8207\u50b3\u64ad\u7ba1\u7406\u5e36\u4f86\u7684\u6df1\u9060\u5f71\u97ff\u3002\u4ed6\u8868\u793a\uff0cAI\u7684\u5feb\u901f\u767c\u5c55\u4e0d\u50c5\u6539\u8b8a\u4e86\u50b3\u64ad\u751f\u614b\uff0c\u66f4\u70ba\u5a92\u9ad4\u7ba1\u7406\u958b\u555f\u5168\u65b0\u8996\u91ce\uff0c\u671f\u8a31\u672c\u5834\u7684\u7814\u7a76\u767c\u8868\u80fd\u9032\u4e00\u6b65\u5f37\u5316\u4e16\u65b0\u5927\u5b78\u5728AI\u6559\u80b2\u8207\u5be6\u52d9\u61c9\u7528\u4e0a\u7684\u524d\u77bb\u6027\u3002\u65b0\u805e\u50b3\u64ad\u5b78\u9662\u9662\u9577\u8607\u5efa\u5dde\u5247\u8ac7\u5230\uff0cAI\u7684\u767c\u5c55\u70ba\u50b3\u64ad\u7ba1\u7406\u5e36\u4f86\u5d84\u65b0\u7684\u5951\u6a5f\uff0c\u4e26\u5f15\u767c\u5c0d\u500b\u4eba\u50f9\u503c\u8207\u6280\u8853\u61c9\u7528\u7684\u6df1\u5c64\u601d\u8003\u3002\u4ed6\u5f37\u8abf\uff0c\u4e16\u65b0\u5927\u5b78\u81f4\u529b\u65bc\u6253\u9020\u7d50\u5408\u5275\u65b0\u79d1\u6280\u8207\u5be6\u8e10\u7d93\u9a57\u7684\u6559\u80b2\u74b0\u5883\uff0c\u5e6b\u52a9\u5b78\u751f\u5728\u9762\u5c0d\u672a\u4f86\u6311\u6230\u6642\u80fd\u5920\u812b\u7a4e\u800c\u51fa\uff0c\u6210\u70ba\u5a92\u9ad4\u7522\u696d\u7684\u9818\u822a\u8005\u3002<\/span><\/p>\n<div class=\"caas-da\">\n<div id=\"sda-INARTICLE\">\u00a0<\/div>\n<\/div>\n<p><span style=\"color: #000000\">\u4e16\u65b0\u5927\u5b78\u50b3\u64ad\u7ba1\u7406\u5b78\u7cfb\u4ee5\u8de8\u754c\u878d\u5408\u70ba\u7279\u8272\uff0c\u63d0\u4f9b\u300c\u5a92\u9ad4\u7ba1\u7406\u300d\u3001\u300c\u6574\u5408\u884c\u92b7\u300d\u3001\u300c\u5f71\u97f3\u88fd\u4f5c\u4eba\u300d\u53ca\u300c\u6587\u5316\u7d93\u7d00\u4eba\u300d\u7b49\u591a\u5143\u8077\u80fd\u8ab2\u7a0b\uff0c\u57f9\u990a\u5b78\u751f\u5728\u77ac\u606f\u842c\u8b8a\u7684\u5a92\u9ad4\u74b0\u5883\u4e2d\u638c\u63e1\u5148\u6a5f\uff0c\u8b93\u5b78\u751f\u719f\u7df4AI\u3001\u6587\u5b57\u3001\u5716\u50cf\u8207\u5f71\u97f3\u7684\u6574\u5408\u61c9\u7528\uff0c\u7562\u696d\u5f8c\u80fd\u52dd\u4efb\u5404\u985e\u5a92\u9ad4\u8077\u52d9\u3002\u9019\u4e9b\u8fa6\u5b78\u4eae\u9ede\u4e0d\u50c5\u5c55\u73fe\u4e16\u65b0\u5927\u5b78\u5728\u50b3\u64ad\u6559\u80b2\u9818\u57df\u7684\u9818\u5c0e\u5730\u4f4d\uff0c\u66f4\u5438\u5f15\u773e\u591a\u5b78\u5b50\u4ee5\u6b64\u70ba\u672a\u4f86\u5b78\u7fd2\u7684\u9996\u9078\u3002<\/span><\/p>\n<figure class=\"caas-figure\">\n<div class=\"caas-figure-with-pb\">\n<div>\n<div class=\"caas-img-container\"><img decoding=\"async\" class=\"caas-img caas-lazy has-preview caas-loaded\" src=\"https:\/\/s.yimg.com\/ny\/api\/res\/1.2\/dyCxaLz2s.agmMR3NLfbmA--\/YXBwaWQ9aGlnaGxhbmRlcjt3PTk2MDtoPTcyMDtjZj13ZWJw\/https:\/\/media.zenfs.com\/ca\/ftnn_com_tw_939\/449db39e52cfe0f4e3e3f32f425f2409\" alt=\"&lt;span&gt;&lt;span&gt;\u4e16\u65b0\u5927\u5b78\u7b2c&lt;\/span&gt;&lt;\/span&gt;&lt;span&gt;&lt;span&gt;20&lt;\/span&gt;&lt;\/span&gt;&lt;span&gt;&lt;span&gt;\u5c46\u50b3\u64ad\u7ba1\u7406\u767c\u5c55\u8207\u8da8\u52e2\u5b78\u8853\u7814\u8a0e\u6703\u96c6\u7d50&lt;\/span&gt;&lt;\/span&gt;&lt;span&gt;&lt;span&gt;11&lt;\/span&gt;&lt;\/span&gt;&lt;span&gt;&lt;span&gt;\u4f4d\u6821\u5167\u5916\u5b78\u8005\u3001\u7814\u7a76\u751f\u767c\u8868\u6210\u679c\u3002&lt;\/span&gt;&lt;\/span&gt;\uff08\u5716\uff0f\u4e16\u65b0\u5927\u5b78\u63d0\u4f9b\uff09\" data-caas-lazy-loading-init=\"1\" \/><\/div>\n<\/div>\n<\/div>\n<div class=\"caption-wrapper caption-aligned-with-image\">\n<div class=\"caption-wrapper caption-aligned-with-image\">\u00a0<\/div>\n<\/div>\n<figcaption class=\"caption-collapse\" data-id=\"m-1\">\u4e16\u65b0\u5927\u5b78\u7b2c20\u5c46\u50b3\u64ad\u7ba1\u7406\u767c\u5c55\u8207\u8da8\u52e2\u5b78\u8853\u7814\u8a0e\u6703\u96c6\u7d5011\u4f4d\u6821\u5167\u5916\u5b78\u8005\u3001\u7814\u7a76\u751f\u767c\u8868\u6210\u679c\u3002\uff08\u5716\uff0f\u4e16\u65b0\u5927\u5b78\u63d0\u4f9b\uff09<\/figcaption>\n<\/figure>\n<figure class=\"caas-figure\">\n<div class=\"caas-figure-with-pb\">\n<div>\n<div class=\"caas-img-container\"><img decoding=\"async\" class=\"caas-img caas-lazy has-preview caas-loaded\" src=\"https:\/\/s.yimg.com\/ny\/api\/res\/1.2\/HAbgbMw4af1ziz0mHfH_NA--\/YXBwaWQ9aGlnaGxhbmRlcjt3PTk2MDtoPTcyMDtjZj13ZWJw\/https:\/\/media.zenfs.com\/ca\/ftnn_com_tw_939\/12af9e9b0978caf404061cce4a98bee1\" alt=\"\u4e16\u65b0\u5927\u5b78\u6821\u9577\u9673\u6e05\u6cb3\uff08\u53f3\u8d77\uff09\u3001\u4e9e\u6d32\u6307\u6a19\u6578\u4f4d\u884c\u92b7\u8463\u4e8b\u9577\u9ece\u69ae\u7ae0\u3001\u65b0\u805e\u50b3\u64ad\u5b78\u9662\u9662\u9577\u8607\u5efa\u5dde\u3001\u50b3\u7ba1\u7cfb\u4e3b\u4efb\u5f35\u4f2f\u8b19\u76f8\u4e92\u4ea4\u6d41AI\u6642\u4ee3\u7684\u50b3\u64ad\u7ba1\u7406\u8da8\u52e2\u3002\uff08\u5716\uff0f\u4e16\u65b0\u5927\u5b78\u63d0\u4f9b\uff09\" data-caas-lazy-loading-init=\"1\" \/><\/div>\n<\/div>\n<\/div>\n<div class=\"caption-wrapper caption-aligned-with-image\">\n<div class=\"caption-wrapper caption-aligned-with-image\">\u00a0<\/div>\n<\/div>\n<figcaption class=\"caption-collapse\" data-id=\"m-2\">\u4e16\u65b0\u5927\u5b78\u6821\u9577\u9673\u6e05\u6cb3\uff08\u53f3\u8d77\uff09\u3001\u4e9e\u6d32\u6307\u6a19\u6578\u4f4d\u884c\u92b7\u8463\u4e8b\u9577\u9ece\u69ae\u7ae0\u3001\u65b0\u805e\u50b3\u64ad\u5b78\u9662\u9662\u9577\u8607\u5efa\u5dde\u3001\u50b3\u7ba1\u7cfb\u4e3b\u4efb\u5f35\u4f2f\u8b19\u76f8\u4e92\u4ea4\u6d41AI\u6642\u4ee3\u7684\u50b3\u64ad\u7ba1\u7406\u8da8\u52e2\u3002\uff08\u5716\uff0f\u4e16\u65b0\u5927\u5b78\u63d0\u4f9b\uff09<\/figcaption>\n<\/figure>\n<\/div>\n\n\n","protected":false},"excerpt":{"rendered":"<p>\u00a0 AI\u6280\u8853\u6b63\u5feb\u901f\u6539\u8b8a\u5a92\u9ad4\u7522\u696d\uff0c\u4e16\u65b0\u5927\u5b78\u50b3\u64ad\u7ba1\u7406\u5b78\u7cfb\u8fd1\u65e5\u8209\u8fa6\u7b2c20\u5c46\u50b3\u64ad\u7ba1\u7406\u767c\u5c55\u8207\u8da8\u52e2\u5b78\u8853\u7814\u8a0e\u6703\uff0c\u6210\u70ba\u696d\u754c\u8207\u5b78 &#8230;<\/p>\n","protected":false},"author":40,"featured_media":1590,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[2,29,26,3],"tags":[],"class_list":["post-1589","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cma-news-latest-all","category-research","category-cm-wonderful","category-cma-news-administrative"],"publishpress_future_action":{"enabled":false,"date":"2026-05-23 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