{"id":38481,"date":"2019-12-06T00:00:39","date_gmt":"2019-12-05T16:00:39","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=38481"},"modified":"2022-01-03T23:14:40","modified_gmt":"2022-01-03T15:14:40","slug":"%e7%94%b1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%88%b0%e4%ba%ba%e9%9c%80%e6%99%ba%e6%85%a7","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=38481","title":{"rendered":"\u7531\u4eba\u5de5\u667a\u6167\u5230\u4eba\u9700\u667a\u6167"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/02\/20-2.jpg\" alt=\"\u7531\u4eba\u5de5\u667a\u6167\u5230\u4eba\u9700\u667a\u6167\" width=\"490\" height=\"340\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u64b0\u6587\uff0f\u6797\u8ed2\u7530\uff08\u53f0\u5927\u8cc7\u8a0a\u5de5\u7a0b\u5b78\u7cfb\u6559\u6388\u3001 Appier \u6c9b\u661f\u4e92\u52d5\u79d1\u6280\u9996\u5e2d\u8cc7\u6599\u79d1\u5b78\u9867\u554f\uff09<\/strong><br \/>\n<strong>\u7d93\u96dc\u8a8c\u7de8\u4fee\u4e4b\u7248\u672c\u520a\u767b\u65bc\u300a\u79d1\u5b78\u4eba\u300b2019\u5e746\u6708\u7b2c208\u671f<\/strong><\/p>\n<p>\u300c\u4eba\u5de5\u300d\u667a\u6167\u5728\u4e2d\u6587\u4e2d\u4f3c\u4e4e\u4e0d\u662f\u500b\u7279\u5225\u8a0e\u559c\u7684\u540d\u8a5e\uff0c\u807d\u5230\u9019\u500b\u8a5e\u7684\u7b2c\u4e00\u5370\u8c61\uff0c\u53ef\u80fd\u662f\u67d0\u7a2e\u53cd\u81ea\u7136\u7684\u6a5f\u68b0\u602a\u7378\u2500\u2500\u5373\u4f7f\u7576\u4ee3\u4eba\u5de5\u667a\u6167\u8207\u9019\u4e9b\u96fb\u5f71\u5e7b\u60f3\u6beb\u7121\u95dc\u4fc2\uff0c\u6216\u53ef\u80fd\u50cf\u662f\u67d0\u7a2e\u5316\u5b78\u5408\u6210\u7684\u98df\u54c1\u6dfb\u52a0\u7269\u2500\u2500\u96d6\u7136\u79d1\u5b78\u544a\u8a34\u6211\u5011\u9069\u7576\u5730\u4f7f\u7528\u9019\u4e9b\u6dfb\u52a0\u7269\u5176\u5be6\u5c0d\u6211\u5011\u7684\u5065\u5eb7\u662f\u6709\u76ca\u7684\u3002\u5728\u6b77\u53f2\u4e0a\u7684\u5169\u6b21\u5bd2\u51ac\u4e4b\u5f8c\uff0c\u7576\u4ee3\u4eba\u5de5\u667a\u6167\u4f34\u96a8\u8457\u5de8\u91cf\u8cc7\u6599\u7684\u6210\u9577\u3001\u9ad8\u901f\u786c\u9ad4\u904b\u7b97\u7684\u767c\u5c55\u3001\u4ee5\u53ca\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u6210\u719f\u8207\u6df1\u5316\uff0c\u5e36\u8d77\u4e86\u4e00\u6ce2\u65b0\u8208\u7684\u61c9\u7528\u9769\u547d\uff0c\u8b93\u4eba\u5de5\u667a\u6167\u4e0d\u518d\u662f\u79d1\u5e7b\u5c0f\u8aaa\u4e2d\u7684\u60f3\u50cf\uff0c\u4e5f\u4e0d\u518d\u662f\u6559\u79d1\u66f8\u4e2d\u7684\u7d19\u4e0a\u8ac7\u5175\uff0c\u800c\u80fd\u96a8\u8457\u6578\u4f4d\u79d1\u6280\u7684\u767c\u5c55\uff0c\u89e3\u6c7a\u4f7f\u7528\u8005\u8207\u4f01\u696d\u5207\u8eab\u7684\u9700\u6c42\u3002\u6216\u8005\uff0c\u66f4\u660e\u78ba\u7684\u8aaa\uff0c\u7576\u4ee3\u4eba\u5de5\u667a\u6167\uff0c\u5176\u5be6\u5c31\u662f\u300c\u4eba\u9700\u300d\u667a\u6167\u3002<span id=\"more-83288\"><\/span><\/p>\n<p>\u5728\u4eba\u9700\u667a\u6167\u7684\u60f3\u50cf\u4e0b\uff0c\u6211\u5011\u6703\u767c\u73fe\u4eba\u5011\u6240\u512a\u5148\u9700\u8981\u7684\uff0c\u4e5f\u8a31\u4e0d\u662f\u5168\u77e5\u5168\u80fd\u7684\u4eba\u5de5\u667a\u6167\uff1a\u6211\u5011\u4e0d\u9700\u8981\u53ef\u4ee5\u56de\u7b54\u300c\u5148\u6709\u96de\u9084\u662f\u5148\u6709\u86cb\u300d\u9019\u7a2e\u8166\u7b4b\u6025\u8f49\u5f4e\u554f\u984c\u7684\u5bb6\u7528\u8a9e\u97f3\u5c0d\u8a71\u7cfb\u7d71\uff0c\u4f46\u6211\u5011\u9700\u8981\u5b83\u80fd\u6b63\u78ba\u5730\u544a\u8a34\u6211\u5011\u4eca\u5929\u7684\u5929\u6c23\u5982\u4f55\uff1b\u6211\u5011\u6703\u767c\u73fe\u4eba\u5011\u6240\u512a\u5148\u9700\u8981\u7684\uff0c\u4e5f\u8a31\u4e0d\u662f\u6c38\u4e0d\u5931\u8aa4\u7684\u4eba\u5de5\u667a\u6167\uff1a\u5728\u6a5f\u5834\u670d\u52d9\u7684\u81ea\u52d5\u901a\u95dc\u7cfb\u7d71\uff0c\u53ef\u80fd\u56e0\u70ba\u932f\u8aa4\u81c9\u90e8\u8fa8\u8b58\uff0c\u8b93\u6211\u5011\u7121\u6cd5\u9806\u5229\u901a\u95dc\uff0c\u4f46\u53ea\u8981\u914d\u5408\u9069\u7576\u7684\u6d41\u7a0b\u5354\u52a9\u53ca\u98a8\u96aa\u63a7\u7ba1\uff0c\u9019\u500b\u7cfb\u7d71\u9084\u662f\u53ef\u4ee5\u70ba\u5927\u591a\u6578\u7684\u4eba\u63d0\u4f9b\u4fbf\u6377\u7684\u670d\u52d9\uff1b\u6211\u5011\u6703\u767c\u73fe\u4eba\u5011\u6240\u512a\u5148\u9700\u8981\u7684\uff0c\u4e5f\u8a31\u4e0d\u662f\u7d55\u5c0d\u7cbe\u6e96\u7684\u4eba\u5de5\u667a\u6167\uff1a\u5728\u6211\u5e38\u53bb\u7684\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u4e0a\u7684\u5546\u54c1\u63a8\u85a6\u7cfb\u7d71\u4e5f\u8a31\u6c38\u9060\u90fd\u6c92\u8fa6\u6cd5\u77e5\u9053\u6211\u6700\u60f3\u8cb7\u7684\u4e0b\u4e00\u6a23\u6771\u897f\u662f\u4ec0\u9ebc(\u5927\u90e8\u4efd\u7684\u6642\u5019\uff0c\u6211\u81ea\u5df1\u90fd\u4e0d\u77e5\u9053)\uff0c\u4f46\u53ea\u8981\u80fd\u9054\u5230\u300c\u96d6\u4e0d\u4e2d\u4ea6\u4e0d\u9060\u77e3\u300d\uff0c\u5b83\u9084\u662f\u80fd\u5354\u52a9\u5927\u90e8\u4efd\u7684\u4f7f\u7528\u8005\u64c1\u6709\u66f4\u597d\u7684\u8cfc\u7269\u9ad4\u9a57\uff0c\u9032\u800c\u5e6b\u52a9\u96fb\u5b50\u5546\u52d9\u516c\u53f8\u63d0\u6607\u7372\u5229\u3002<\/p>\n<p>\u8209\u4f8b\u4f86\u8aaa\uff0c\u5728\u6211\u7684\u300c\u667a\u6167\u300d\u578b\u624b\u6a5f\u4e0a\uff0c\u6211\u89ba\u5f97\u6700\u8070\u660e\u7684\u4e00\u96bb\u61c9\u7528\u7a0b\u5f0f\u670d\u52d9\uff0c\u662f\u4e00\u500b\u9078\u64c7\u7d05\u8461\u8404\u9152\u7684\u8f14\u52a9\u7cfb\u7d71\uff0c\u53ea\u8981\u62ff\u93e1\u982d\u5411\u8457\u9152\u6a19\u4e00\u7167\uff0c\u5b83\u5c31\u6703\u8fa8\u8b58\u51fa\u9019\u96bb\u9152\u7684\u76f8\u95dc\u80cc\u666f\uff0c\u4e26\u5217\u51fa\u5e73\u5747\u7684\u50f9\u4f4d\u8207\u4f7f\u7528\u8005\u8a55\u5206\u7d66\u6211\u53c3\u8003\u3002\u9019\u500b\u7cfb\u7d71\u96e2\u5168\u77e5\u5168\u80fd\u5341\u5206\u9059\u9060\uff0c\u53ea\u8981\u5f9e\u7d05\u9152\u63db\u6210\u6e05\u9152\uff0c\u7cfb\u7d71\u5c31\u6c92\u8fa6\u6cd5\u7d66\u6211\u4efb\u4f55\u5efa\u8b70\u4e86\uff1b\u9019\u500b\u7cfb\u7d71\u4e5f\u4e0d\u662f\u6c38\u4e0d\u5931\u8aa4\uff0c\u7e3d\u6709\u90a3\u9ebc\u4e00\u5169\u6b21\uff0c\u5b83\u5728\u67d0\u4e9b\u8cc7\u8a0a\u4e0d\u5927\u660e\u78ba\u7684\u9152\u6a19\u4e0a\u6c92\u8fa6\u6cd5\u6b63\u78ba\u7684\u8fa8\u8b58\uff1b\u9019\u500b\u7cfb\u7d71\u66f4\u975e\u7d55\u5c0d\u7cbe\u6e96\uff0c\u81f3\u5c11\u5230\u76ee\u524d\u70ba\u6b62\uff0c\u5b83\u6c92\u8fa6\u6cd5\u6e96\u78ba\u5730\u544a\u8a34\u6211\u54ea\u74f6\u8461\u8404\u9152\u6703\u6bd4\u8f03\u6eff\u8db3\u6211\u4eca\u665a\u7684\u5fc3\u60c5\u3002\u4f46\u7576\u6211\u7ad9\u5728\u8d85\u5e02\u7684\u9152\u67b6\u524d\u9762\uff0c\u82e6\u60f1\u8457\u4e0d\u77e5\u9053\u5982\u4f55\u9078\u9152\u7684\u6642\u5019\uff0c\u9019\u500b\u8f14\u52a9\u7cfb\u7d71\u7e3d\u80fd\u8b93\u6211\u89ba\u5f97\u300c\u554a\uff01\u5b83\u771f\u8070\u660e\uff0c\u5b83\u771f\u597d\u7528\u300d\u3002\u5176\u5be6\u5230\u982d\u4f86\uff0c\u5c0d\u65bc\u4f7f\u7528\u8005\u4f86\u8aaa\uff0c\u6211\u5011\u4e0d\u5728\u4e4e\u9019\u500b\u7cfb\u7d71\u50cf\u4e0d\u50cf\u500b\u771f\u6b63\u7684\u7d05\u9152\u5c08\u5bb6\uff0c\u6211\u5011\u4e5f\u4e0d\u5728\u4e4e\u9019\u500b\u7cfb\u7d71\u88e1\u5230\u5e95\u6709\u591a\u6df1\u591a\u56f0\u96e3\u7684\u6280\u8853\uff0c\u6211\u5011\u53ea\u5728\u4e4e\u9019\u500b\u7cfb\u7d71\u597d\u4e0d\u597d\u7528\uff0c\u300c\u597d\u7528\u7684\u5c31\u662f\u667a\u6167\u300d\u3002<\/p>\n<p>\u96d6\u7136\u7576\u4ee3\u4eba\u5de5\u667a\u6167\u5c31\u662f\u4eba\u9700\u667a\u6167\uff0c\u4f46\u300c\u4eba\u9700\u300d\u9019\u500b\u5207\u5165\u9ede\uff0c\u5012\u4e0d\u662f\u7576\u4ee3\u624d\u767c\u5c55\u51fa\u4f86\u7684\u3002\u5176\u5be6\u65e9\u5728\u56db\u96f6\u5e74\u4ee3\uff0c\u4eba\u5de5\u667a\u6167\u8207\u96fb\u8166\u79d1\u5b78\u7684\u7956\u5e2b\u723a\u5716\u9748\u6240\u958b\u767c\u51fa\u4f86\u7684\u5fb7\u8ecd\u5bc6\u78bc\u89e3\u78bc\u5668\uff08\u96fb\u5f71\u300c\u6a21\u4eff\u904a\u6232\u300d\u4e2d\u7684\u6545\u4e8b\u4e3b\u8ef8\uff09\uff0c\u5c31\u5df2\u300c\u667a\u6167\u300d\u5730\u89e3\u6c7a\u4e86\u7576\u6642\uff08\u6230\u722d\uff09\u7684\u300c\u4eba\u9700\u300d\u3002\u5f9e\u90a3\u4e4b\u5f8c\uff0c\u4eba\u5de5\u667a\u6167\u7684\u6280\u8853\u6301\u7e8c\u5730\u767c\u5c55\uff0c\u8a66\u5716\u6eff\u8db3\u5404\u5f0f\u4e0d\u540c\u7684\u4eba\u9700\u3002\u4f46\u767c\u5c55\u4e26\u4e0d\u662f\u4e00\u5e06\u98a8\u9806\u7684\uff0c\u8209\u4f8b\u4f86\u8aaa\uff0c\u5716\u9748\u7576\u6642\u7834\u89e3\u5bc6\u78bc\u6240\u7528\u7684\u6280\u8853\uff0c\u662f\u8a66\u5716\u5728\u5404\u7a2e\u4e0d\u540c\u5bc6\u78bc\u7d44\u5408\u4e2d\u641c\u5c0b\u51fa\u95dc\u9375\u7684\u7d44\u5408\uff0c\u9019\u6a23\u7684\u6280\u8853\u5728\u516b\u96f6\u5e74\u4ee3\u53d7\u5230\u56b4\u91cd\u7684\u8cea\u7591\uff0c\u56e0\u70ba\u4eba\u5011\u8a8d\u70ba\u4ee5\u7576\u6642\u7684\u6280\u8853\uff0c\u5145\u5176\u91cf\u53ea\u80fd\u5728\u4e00\u4e9b\u5c0f\u898f\u6a21\u7684\u300c\u73a9\u5177\u300d\u554f\u984c\u4e0a\u5f97\u5230\u6210\u679c\uff0c\u7121\u6cd5\u8ca0\u8377\u73fe\u5be6\u4e16\u754c\u4e2d\u4eba\u5011\u6240\u9700\u8981\u7684\u8907\u96dc\u6c7a\u7b56\u7d44\u5408\u3002\u7576\u6280\u8853\u8207\u4eba\u9700\u7522\u751f\u843d\u5dee\u7684\u6642\u5019\uff0c\u5c31\u9020\u6210\u4e86\u6b77\u53f2\u4e0a\u4eba\u5de5\u667a\u6167\u7684\u6240\u8b02\u300c\u5bd2\u51ac\u300d\uff0c\u56e0\u70ba\u4eba\u9700\u7121\u6cd5\u88ab\u6eff\u8db3\uff0c\u800c\u8b93\u4eba\u5011\u5c0d\u6280\u8853\u5931\u53bb\u4e86\u4fe1\u5fc3\uff0c\u9032\u800c\u8b93\u9019\u4e9b\u6280\u8853\u5f97\u4e0d\u5230\u5145\u8db3\u7684\u8cc7\u6e90\u7e7c\u7e8c\u885d\u523a\u3002<\/p>\n<p>\u4ee5\u6b77\u53f2\u70ba\u93e1\uff0c\u7576\u4ee3\u4eba\u5de5\u667a\u6167\u8207\u5148\u524d\u6700\u5927\u7684\u4e0d\u540c\uff0c\u9664\u4e86\u6280\u8853\u4e0a\u7684\u5927\u5e45\u9032\u5316\uff0c\u800c\u80fd\u99d5\u99ad\u5de8\u91cf\u8cc7\u6599\u5e36\u4f86\u7684\u529b\u91cf\u5916\uff0c\u4eba\u5011\u4e5f\u5b78\u6703\u4e86\u7d66\u4e88\u4eba\u5de5\u667a\u6167\u5408\u7406\u800c\u9069\u5ea6\u7684\u671f\u5f85\uff0c\u7531\u300c\u53ef\u884c\u300d\u7684\u4eba\u9700\u958b\u59cb\uff0c\u800c\u975e\u4e00\u6b65\u767b\u5929\u5730\u60f3\u8981\u8b93\u96fb\u8166\u6311\u6230\u6240\u6709\u7684\u4eba\u9700\u3002\u5c07\u7814\u7a76\u8207\u958b\u767c\u805a\u7126\u5728\u9019\u4e9b\u53ef\u884c\u7684\u4eba\u9700\u7684\u6642\u5019\uff0c\u5c31\u6703\u5192\u51fa\u8d8a\u4f86\u8d8a\u591a\u7684\u6210\u529f\u6848\u4f8b\uff0c\u5f62\u6210\u4fe1\u5fc3\u7684\u6b63\u5faa\u74b0\uff0c\u8b93\u6280\u8853\u80fd\u5f97\u5230\u66f4\u591a\u7684\u8cc7\u6e90\uff0c\u518d\u4e00\u6b65\u4e00\u6b65\u5730\u9762\u5c0d\u65b0\u7684\u6280\u8853\u6311\u6230\u3002<\/p>\n<p>\u8209\u4f8b\u4f86\u8aaa\uff0c\u6211\u5728\u5beb\u4f5c\u9019\u7bc7\u6587\u7ae0\u7684\u7576\u4e0b\uff0c\u4e5f\u540c\u6642\u807d\u8457\u67d0\u500b\u6578\u4f4d\u97f3\u6a02\u4e32\u6d41\u7684\u670d\u52d9\uff0c\u5b83\u80fd\u5920\u4ee5\u6211\u559c\u6b61\u7684\u6b4c\u66f2\u70ba\u57fa\u790e\uff0c\u81ea\u52d5\u5730\u751f\u6210\u4e00\u500b\u5c08\u5c6c\u65bc\u6211\u7684\u300c\u6578\u4f4d\u96fb\u53f0\u300d\uff0c\u9023\u7e8c\u5730\u5c07\u6211\u53ef\u80fd\u6703\u559c\u6b61\u7684\u6b4c\u66f2\u63a8\u9001\u64ad\u653e\u51fa\u4f86\u3002\u5982\u679c\u60a8\u6709\u8b80\u904e\u6211\u5728 2012 \u5e74\u6642\u5728\u300a\u79d1\u5b78\u4eba\u300b\u6240\u5beb\u7684\u3008<a href=\"http:\/\/highscope.ch.ntu.edu.tw\/wordpress\/?p=82635\">\u5f9e\u8cc7\u6599\u4e4b\u6d77\u6488\u51fa\u51a0\u8ecd\u676f<\/a>\u3009\u4e00\u6587\uff0c\u90a3\u9ebc\u60a8\u53ef\u80fd\u6703\u61b6\u8d77\uff1a\u7576\u5e74\u6211\u5011\u53f0\u7063\u5927\u5b78\u7684\u968a\u4f0d\u7372\u5f97\u4e16\u754c\u51a0\u8ecd\u7684\u6bd4\u8cfd\u984c\u76ee\uff0c\u6b63\u662f\u8981\u6e96\u78ba\u5730\u9810\u6e2c\u4f7f\u7528\u8005\u662f\u5426\u6703\u559c\u6b61\u67d0\u9996\u6b4c\u66f2\u3002\u4e0d\u904e\u8981\u751f\u6210\u4e00\u500b\u7b26\u5408\u4eba\u9700\u7684\u300c\u6578\u4f4d\u96fb\u53f0\u300d\uff0c\u9810\u6e2c\u4f7f\u7528\u8005\u7684\u559c\u597d\uff0c\u53ea\u662f\u7b2c\u4e00\u6b65\u8f03\u70ba\u300c\u53ef\u884c\u300d\u7684\u6280\u8853\uff0c\u800c\u4e00\u500b\u597d\u7684\u96fb\u53f0\uff0c\u53ef\u80fd\u9084\u5f97\u78ba\u4fdd\u6b4c\u66f2\u7684\u66f2\u98a8\u6709\u4e00\u5b9a\u7684\u9023\u7e8c\u6027\uff0c\u4e0d\u6703\u4e00\u4e0b\u5b50\u5c31\u5f9e\u300c\u6d3e\u5c0d\u52d5\u7269\u300d\u8df3\u5230\u300c\u77e5\u8db3\u300d\u2014\u5373\u4f7f\u9019\u5169\u9996\u90fd\u662f\u4e94\u6708\u5929\u7684\u5275\u4f5c\uff0c\u6211\u4e5f\u90fd\u975e\u5e38\u559c\u6b61\uff1b\u53c8\u6216\u8005\u5f97\u641e\u6e05\u695a\u540c\u6a23\u300c\u6700\u8fd1\u6bd4\u8f03\u7169\u300d\u9019\u9996\u6b4c\uff0c\u5728\u4e0d\u540c\u6b4c\u624b\u4e0d\u540c\u5c08\u8f2f\u4e2d\u591a\u6b21\u91cd\u8986\u51fa\u73fe\u2014\u5982\u679c\u5728\u96fb\u53f0\u88e1\u9023\u7e8c\u5730\u64ad\u51fa\u9019\u300c\u5e7e\u300d\u9996\u6211\u6240\u559c\u6b61\u7684\u6b4c\uff0c\u5927\u6982\u7b97\u4e0d\u4e0a\u4ec0\u9ebc\u7b26\u5408\u4eba\u9700\u7684\u4f7f\u7528\u8005\u9ad4\u9a57\u3002\u5c0d\u6b4c\u66f2\u66f2\u98a8\u7684\u667a\u6167\u5206\u6790\u3001\u5c0d\u91cd\u8986\u6b4c\u66f2\u7684\u81ea\u52d5\u5075\u6e2c\uff0c\u90fd\u662f\u4eba\u9700\u667a\u6167\u4e2d\u6240\u8b02\u300c\u65b0\u7684\u6280\u8853\u6311\u6230\u300d\u5f88\u597d\u7684\u4f8b\u5b50\u3002<\/p>\n<p>\u800c\u5728\u9019\u5e7e\u5e74\u4eba\u9700\u667a\u6167\u7684\u65b0\u6280\u8853\u6311\u6230\u4e2d\uff0c\u6211\u89ba\u5f97\u6709\u4e09\u500b\u767c\u5c55\u65b9\u5411\uff0c\u662f\u975e\u5e38\u503c\u5f97\u95dc\u6ce8\u7684\u3002\u7b2c\u4e00\u662f\u95dc\u65bc\u5e38\u8b58\u8207\u5275\u9020\u529b\u7684\u6280\u8853\u3002\u300c\u5e38\u8b58\u300d\u8207\u300c\u5275\u9020\u529b\u300d\uff0c\u662f\u5169\u9805\u5f80\u5f80\u88ab\u4eba\u985e\u5f15\u4ee5\u81ea\u8c6a\uff0c\u8a8d\u70ba\u81ea\u5df1\u7368\u6709\u7684\u6280\u80fd\u3002\u5c0d\u65bc\u96fb\u8166\u4f86\u8aaa\uff0c\u9019\u5169\u9805\u6280\u80fd\u7684\u78ba\u90fd\u6709\u4e00\u5b9a\u7684\u96e3\u5ea6\uff0c\u300c\u5e38\u8b58\u300d\u7684\u96e3\u5ea6\uff0c\u5728\u65bc\u5b83\u7684\u96e3\u4ee5\u8868\u8ff0\uff0c\u4ea6\u96e3\u4ee5\u8a08\u7b97\uff1b\u300c\u5275\u9020\u529b\u300d\u7684\u96e3\u5ea6\uff0c\u5247\u5728\u65bc\u5b83\u96e3\u4ee5\u63a7\u5236\uff0c\u4ea6\u96e3\u4ee5\u8861\u91cf\u512a\u52a3\u3002\u4f46\u5728\u8a31\u591a\u7684\u61c9\u7528\u4e2d\uff0c\u4eba\u985e\u6703\u671f\u5f85\u96fb\u8166\u5177\u6709\u4e00\u5b9a\u7684\u5e38\u8b58\u8207\u5275\u9020\u529b\uff1b\u6216\u8005\u5177\u9ad4\u4f86\u8aaa\uff0c\u5982\u679c\u96fb\u8166\u6c92\u6709\u8db3\u5920\u7684\u5e38\u8b58\uff0c\u53ef\u80fd\u6703\u88ab\u4eba\u985e\u300c\u770b\u4e0d\u8d77\u300d\uff0c\u800c\u6709\u4e86\u5e38\u8b58\u4e4b\u5f8c\uff0c\u82e5\u80fd\u9032\u4e00\u6b65\u5730\u986f\u73fe\u51fa\u5275\u9020\u529b\uff0c\u90a3\u66f4\u80fd\u8b93\u96fb\u8166\u8d0f\u5f97\u4eba\u5011\u7684\u5c0a\u656c\u3002<\/p>\n<p>2018 \u5e74\u7684\u6642\u5019\uff0c\u6211\u5011\u5728Appier\u6c9b\u661f\u4e92\u52d5\u79d1\u6280\u7684\u4eba\u5de5\u667a\u6167\u5718\u968a\uff0c\u8207\u6642\u4efb\u6e05\u83ef\u5927\u5b78\u7684\u5b6b\u6c11\u6559\u6388\uff08\u73fe\u4efbAppier\u6c9b\u661f\u4e92\u52d5\u79d1\u6280\u7684\u9996\u5e2d\u4eba\u5de5\u667a\u6167\u79d1\u5b78\u5bb6\uff09\u5408\u4f5c\uff0c\u958b\u767c\u4e86\u4e00\u9805\u5145\u6eff\u5e38\u8b58\u8207\u5275\u9020\u529b\u7684\u6280\u8853\u3002\u6211\u5011\u8a66\u5716\u6559\u6703\u96fb\u8166\uff0c\u4ec0\u9ebc\u662f\u7f8e\u7684\u7a7f\u642d\uff0c\u800c\u53c8\u5982\u4f55\u8a2d\u8a08\u51fa\u7f8e\u7684\u7a7f\u642d\u3002\u6211\u5011\u8b93\u96fb\u8166\u5206\u6790\u7db2\u8def\u4e0a\u5927\u91cf\u7684\u7a7f\u642d\u5efa\u8b70\u5716\u7247\uff0c\u628a\u5176\u4e2d\u8ddf\u300c\u7f8e\u9e97\u300d\u6709\u95dc\u7684\u56e0\u5b50\u8403\u53d6\u51fa\u4f86\uff0c\u5f9e\u4e2d\u81ea\u52d5\u6b78\u7d0d\u51fa\u5404\u7a2e\u4e0d\u540c\u7684\u670d\u88dd\u5728\u300c\u7f8e\u9e97\u56e0\u5b50\u7a7a\u9593\u300d\u7684\u543b\u5408\u5ea6\uff0c\u900f\u904e\u6211\u5011\u6240\u8a2d\u8a08\u7684\u6b78\u7d0d\u6a21\u578b\u8207\u5927\u773e\u6240\u63d0\u4f9b\u7684\u7a7f\u642d\u5efa\u8b70\u5716\u7247\uff0c\u6a5f\u5668\u5b78\u5230\u4e86\u300c\u7f8e\u9e97\u300d\u9019\u500b\u300c\u53ea\u53ef\u610f\u6703\uff0c\u4e0d\u53ef\u8a00\u50b3\u300d\u7684\u5e38\u8b58\uff1b\u800c\u6211\u5011\u66f4\u9032\u4e00\u6b65\u7684\u5c07\u9019\u500b\u6a21\u578b\uff0c\u8207\u4e00\u9805\u540d\u70ba\u300c\u751f\u6210\u5c0d\u6297\u300d\u7684\u65b0\u6280\u8853\u7d50\u5408\u8d77\u4f86\uff0c\u8ce6\u4e88\u4e86\u6a5f\u5668\u5728\u7f8e\u5b78\u4e0a\u7684\u5275\u9020\u529b\u3002\u5728\u751f\u6210\u5c0d\u6297\u7684\u6280\u8853\u4e2d\uff0c\u6211\u5011\u8a2d\u8a08\u4e86\u4e00\u500b\u300c\u751f\u6210\u8005\u300d\uff0c\u5b83\u53ef\u4ee5\u770b\u904d\u5404\u5f0f\u5404\u6a23\u7684\u670d\u88dd\u5f8c\uff0c\u5b78\u6703\u81ea\u52d5\u8a2d\u8a08\u670d\u88dd\u7684\u6280\u80fd\uff0c\u5feb\u901f\u5730\u767c\u60f3\u5404\u5f0f\u7684\u65b0\u88dd\uff0c\u597d\u50cf\u4e00\u4f4d\u300c\u9ede\u5b50\u738b\u300d\u4e00\u6a23\uff1b\u800c\u525b\u624d\u90a3\u500b\u61c2\u5f97\u300c\u7f8e\u9e97\u300d\u7684\u6a21\u578b\uff0c\u5247\u6210\u70ba\u4e00\u500b\u300c\u6279\u5224\u8005\u300d\uff0c\u53ef\u4ee5\u7528\u4f86\u6c7a\u5b9a\u300c\u751f\u6210\u8005\u300d\u5929\u99ac\u884c\u7a7a\u7684\u60f3\u50cf\u662f\u5426\u8207\u5927\u773e\u7f8e\u5b78\u76f8\u53bb\u904e\u9060\uff0c\u7d66\u51fa\u300c\u597d\u9ede\u5b50\u300d\u8207\u300c\u58de\u9ede\u5b50\u300d\u7684\u56de\u994b\u3002\u300c\u6279\u5224\u8005\u300d\u7684\u56de\u994b\u6703\u5e6b\u52a9\u300c\u751f\u6210\u8005\u300d\u5275\u9020\u51fa\u8d8a\u4f86\u8d8a\u7b26\u5408\u5927\u773e\u7f8e\u5b78\u7684\u7a7f\u642d\uff0c\u800c\u7d42\u80fd\u5be6\u73fe\u4e00\u500b\u5275\u9020\u529b\u8207\u5e38\u8b58\u517c\u5177\u7684\u670d\u88dd\u8a2d\u8a08\u5e2b\u8f14\u52a9\u7cfb\u7d71\u3002<\/p>\n<p>\u9019\u9805\u6280\u8853\u7684\u958b\u767c\u4e2d\u9593\u5176\u5be6\u9762\u81e8\u4e86\u8a31\u591a\u6311\u6230\u3002\u4e00\u958b\u59cb\u7684\u6642\u5019\uff0c\u6211\u5011\u8a66\u5716\u628a\u300c\u5f71\u50cf\u7ffb\u8b6f\u300d\u7684\u6280\u8853\u7528\u5728\u9019\u500b\u554f\u984c\u4e0a\uff0c\u9019\u6a23\u7684\u6280\u8853\u8a66\u8457\u8b93\u6a5f\u5668\u5b78\u7fd2\u67d0\u500b\u4e00\u5c0d\u4e00\u7684\u300c\u76f8\u4f3c\u95dc\u4fc2\u300d\uff0c\u4f8b\u5982\u7528\u8a31\u591a\u540c\u8272\u7684\u5305\u5305\u8207\u978b\u5b50\u7684\u7d44\u5408\uff0c\u4f86\u8b93\u6a5f\u5668\u5b78\u6703\u300c\u984f\u8272\u300d\u4e0a\u7684\u76f8\u4f3c\u95dc\u4fc2\uff0c\u5b78\u6703\u4e86\u4e4b\u5f8c\uff0c\u5c31\u53ef\u4ee5\u904b\u7528\u9019\u500b\u95dc\u4fc2\u4ee5\u53ca\u751f\u6210\u7684\u6280\u8853\u628a\u4e00\u5f35\u767d\u8272\u5305\u5305\u7684\u7167\u7247\u300c\u7ffb\u8b6f\u300d\u6210\u767d\u8272\u978b\u5b50\u7684\u7167\u7247\uff0c\u985e\u4f3c\u7684\u6280\u8853\u4e5f\u53ef\u4ee5\u7528\u4f86\u628a\u6211\u5011\u7684\u81c9\u300c\u7ffb\u8b6f\u300d\u6210\u6211\u5011\u5341\u5e74\u5f8c\u7684\u6a21\u6a23\u3002\u4f46\u5f71\u50cf\u7ffb\u8b6f\u7684\u6280\u8853\u7528\u5728\u300c\u7f8e\u9e97\u300d\u9019\u500b\u554f\u984c\u4e0a\u7684\u6548\u679c\u975e\u5e38\u4e0d\u597d\uff0c\u751f\u6210\u51fa\u4f86\u7684\u5716\u7247\u770b\u8d77\u4f86\u4e00\u9ede\u4e5f\u4e0d\u642d\u914d\uff0c\u6df1\u5165\u5206\u6790\u539f\u56e0\u5f8c\uff0c\u6211\u5011\u767c\u73fe\u300c\u7f8e\u9e97\u642d\u914d\u300d\u5176\u5be6\u662f\u500b\u4e00\u5c0d\u591a\u7684\u95dc\u4fc2\uff0c\u540c\u4e00\u500b\u5305\u5305\u53ef\u80fd\u53ef\u4ee5\u642d\u914d\u5f88\u591a\u4ef6\u8cea\u611f\u4e0d\u76e1\u76f8\u540c\u7684\u8863\u670d\u3002\u5982\u679c\u7528\u4e00\u5c0d\u4e00\u95dc\u4fc2\u4f86\u63cf\u8ff0\uff0c\u6700\u5f8c\u6a5f\u5668\u6703\u88ab\u8feb\u628a\u9019\u4e9b\u8863\u670d\u300c\u6df7\u300d\u6210\u4e00\u4ef6\u4f86\u770b\uff0c\u9020\u51fa\u4e00\u4ef6\u6df7\u6709\u5404\u7a2e\u8cea\u611f\u7684\u8863\u670d\uff0c\u770b\u8d77\u4f86\u50cf\u500b\u300c\u56db\u4e0d\u50cf\u300d\uff0c\u81ea\u7136\u4e00\u9ede\u4e5f\u4e0d\u642d\u914d\u3002\u897f\u8afa\u6709\u4e91\uff1a\u300c\u99f1\u99dd\u662f\u59d4\u54e1\u6703\u6240\u5275\u9020\u7684\u99ac\u300d\uff0c\u975e\u5e38\u8cbc\u5207\u5730\u63cf\u8ff0\u4e86\u9019\u7a2e\u72c0\u6cc1\u3002\u767c\u73fe\u4e86\u9019\u500b\u554f\u984c\u4e4b\u5f8c\uff0c\u6211\u5011\u8a2d\u8a08\u4e86\u5168\u65b0\u7684\u6b78\u7d0d\u4e26\u5b9a\u7fa9\u300c\u7f8e\u9e97\u56e0\u5b50\u7a7a\u9593\u300d\u7684\u65b9\u5f0f\uff0c\u5bb9\u8a31\u7528\u4e00\u5c0d\u591a\u7684\u95dc\u4fc2\uff0c\u4f86\u63cf\u8ff0\u5404\u7d44\u4e0d\u540c\u7684\u7f8e\u9e97\u642d\u914d\uff0c\u6700\u7d42\u624d\u80fd\u8b93\u96fb\u8166\u5275\u9020\u51fa\u5408\u5b9c\u7684\u7a7f\u642d\u3002<\/p>\n<p>\u7b2c\u4e8c\u500b\u767c\u5c55\u65b9\u5411\uff0c\u662f\u95dc\u65bc\u4e92\u52d5\u6027\u7684\u6280\u8853\u3002\u7b26\u5408\u4eba\u9700\u7684\u667a\u6167\uff0c\u61c9\u7576\u8981\u300c\u8207\u4eba\u5171\u821e\u300d\uff0c\u8b93\u96fb\u8166\u80fd\u548c\u4eba\u985e\u6e9d\u901a\u7121\u7919\uff0c\u6b63\u5982\u6211\u5011\u8207\u5176\u4ed6\u4eba\u985e\u6e9d\u901a\u4e00\u6a23\u30022018 \u5e74\u7684\u6642\u5019\uff0c\u6211\u5728\u53f0\u5927\u8cc7\u8a0a\u7cfb\u7684\u8a08\u7b97\u5b78\u7fd2\u5be6\u9a57\u5ba4\u8207\u5b8f\u9054\u96fb\u5b50\u7684\u91ab\u7642\u4e8b\u696d\u90e8 DeepQ \u5718\u968a\u5408\u4f5c\uff0c\u958b\u767c\u4e86\u4e00\u9805\u8b93\u300c\u96fb\u8166\u91ab\u751f\u300d\u8207\u4eba\u985e\u60a3\u8005\u4e92\u52d5\u7684\u6280\u8853\u3002\u6211\u5011\u8a66\u5716\u6559\u6703\u96fb\u8166\u91ab\u751f\u300c\u554f\u8a3a\u300d\u7684\u908f\u8f2f\uff0c\u4f86\u5feb\u901f\u5730\u9396\u5b9a\u60a3\u8005\u7684\u75c7\u72c0\uff0c\u554f\u51fa\u95dc\u9375\u7684\u75c7\u72c0\u554f\u984c\uff0c\u9032\u800c\u9054\u5230\u6e96\u78ba\u7684\u8a3a\u65b7\u3002\u5728\u9019\u9805\u6280\u8853\u4e2d\uff0c\u6211\u5011\u5c07\u589e\u5f37\u5f0f\u5b78\u7fd2\u7684\u6a21\u578b\uff08\u9019\u4e5f\u662f AlphaGo \u96fb\u8166\u570d\u68cb\u7cfb\u7d71\u7684\u91cd\u8981\u6a21\u578b\u4e4b\u4e00\uff09\u5ef6\u4f38\uff0c\u8b93\u96fb\u8166\u91ab\u751f\u53cd\u8986\u7df4\u7fd2\u5404\u7a2e\u4e0d\u540c\u7684\u554f\u8a3a\u65b9\u5f0f\uff0c\u4e26\u5c0d\u9019\u4e9b\u65b9\u5f0f\u6240\u554f\u5230\u7684\u75c7\u72c0\u53ca\u6700\u5f8c\u7684\u8a3a\u65b7\u6e96\u78ba\u6027\u7d66\u4e88\u56de\u994b\uff0c\u4f86\u8b93\u96fb\u8166\u6700\u5f8c\u80fd\u589e\u5f37\u5230\u50c5\u9700\u6578\u500b\u95dc\u9375\u554f\u984c\u5373\u53ef\u6e96\u78ba\u7684\u8a3a\u65b7\u60a3\u8005\u7684\u75be\u75c5\u3002\u9019\u6a23\u80fd\u8207\u4eba\u4e92\u52d5\u7684\u6280\u8853\uff0c\u8b93\u96fb\u8166\u80fd\u8d0f\u5f97\u4eba\u5011\u7684\u559c\u611b\uff0c\u66f4\u8cbc\u9032\u4eba\u5011\u7684\u9700\u6c42\u3002<\/p>\n<p>\u7b2c\u4e09\u500b\u767c\u5c55\u65b9\u5411\uff0c\u5247\u662f\u95dc\u65bc\u53ef\u89e3\u91cb\u6027\u7684\u6280\u8853\u3002\u4eba\u985e\u5c0d\u65bc\u4e0d\u4e86\u89e3\u7684\u4e8b\u7269\uff0c\u5f80\u5f80\u6703\u6709\u6240\u6050\u61fc\uff0c\u9019\u6642\u82e5\u6709\u8457\u5408\u7406\u7684\u89e3\u91cb\uff0c\u5354\u52a9\u4eba\u5011\u4e86\u89e3\u80cc\u5f8c\u7684\u9053\u7406\uff0c\u4fbf\u53ef\u4ee5\u5927\u5927\u5730\u63d0\u6607\u4eba\u5011\u7684\u63a5\u53d7\u5ea6\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u6211\u5011\u4e5f\u8a31\u4e0d\u4e86\u89e3\u6c7d\u8eca\u5167\u7684\u6bcf\u9805\u7d30\u7bc0\uff0c\u4f46\u8def\u4e0a\u7684\u99d5\u99db\u5011\u5927\u81f4\u90fd\u4e86\u89e3\u8eca\u5b50\u7684\u6a5f\u68b0\u5982\u4f55\u904b\u4f5c\uff0c\u800c\u8eca\u5b50\u7684\u5b89\u5168\u7cfb\u7d71\u53c8\u5982\u4f55\u4fdd\u8b77\u6211\u5011\uff0c\u624d\u8b93\u9019\u4e9b\u99d5\u99db\u5011\u80fd\u5b89\u5fc3\u7684\u4f7f\u7528\u6c7d\u8eca\u3002\u540c\u6a23\u7684\uff0c\u7576\u6a5f\u5668\u5df2\u80fd\u5b78\u6703\u300c\u7f8e\u9e97\u300d\u7684\u6642\u5019\uff0c\u5b83\u80fd\u5426\u8ddf\u6211\u5011\u89e3\u91cb\u54ea\u90e8\u4efd\u662f\u5b83\u770b\u5230\u7f8e\u9e97\u4e4b\u8655\uff1f\u53c8\u7576\u6a5f\u5668\u5df2\u80fd\u5b78\u6703\u300c\u554f\u8a3a\u300d\u7684\u6642\u5019\uff0c\u5b83\u80fd\u5426\u8ddf\u6211\u5011\u89e3\u91cb\u5b83\u554f\u9019\u500b\u554f\u984c\u7684\u539f\u56e0\uff1f\u9019\u4e9b\u8b93\u4eba\u5de5\u667a\u6167\u8b8a\u5f97\u66f4\u5177\u89e3\u91cb\u7684\u6280\u8853\uff0c\u5c07\u9032\u4e00\u6b65\u8b93\u96fb\u8166\u80fd\u8d0f\u5f97\u4eba\u5011\u7684\u4fe1\u4efb\uff0c\u66f4\u9858\u610f\u5c07\u9700\u6c42\u4ea4\u7d66\u96fb\u8166\u4f86\u5354\u52a9\u89e3\u6c7a\u3002<\/p>\n<p>\u9019\u4e00\u6ce2\u7684\u4eba\u5de5\u667a\u6167\u9769\u547d\uff0c\u6211\u5011\u770b\u5230\u53ef\u884c\u7684\u4eba\u985e\u9700\u6c42\uff0c\u4e00\u6b65\u4e00\u6b65\u5730\u88ab\u7576\u4ee3\u4ee5\u5de8\u91cf\u8cc7\u6599\u548c\u6a5f\u5668\u5b78\u7fd2\u70ba\u57fa\u790e\u7684\u6280\u8853\u6eff\u8db3\uff0c\u800c\u5e38\u8b58\u8207\u5275\u9020\u529b\u3001\u4e92\u52d5\u6027\u8207\u53ef\u89e3\u91cb\u6027\u7684\u6280\u8853\uff0c\u5c07\u6301\u7e8c\u5730\u8b93\u96fb\u8166\u8d0f\u5f97\u4eba\u5011\u7684\u5c0a\u656c\u3001\u559c\u611b\u548c\u4fe1\u4efb\u3002\u300c\u79d1\u6280\u59cb\u7d42\u4f86\u81ea\u65bc\u4eba\u6027\u300d\uff0c\u6211\u76f8\u4fe1\u4eba\u5de5\/\u4eba\u9700\u667a\u6167\u5c07\u6301\u7e8c\u5730\u6eff\u8db3\u66f4\u591a\u7684\u4eba\u985e\u9700\u6c42\uff0c\u5c31\u50cf\u81ea\u4f86\u6c34\u3001\u96fb\u529b\u548c\u7db2\u969b\u7db2\u8def\u4e00\u6a23\uff0c\u771f\u6b63\u6210\u70ba\u6211\u5011\u751f\u6d3b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u4efd\u3002<\/p>\n<p>(\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\u300cAI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u53d6\u5f97\u7db2\u8def\u8f49\u8f09\u6388\u6b0a)<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u64b0\u6587\uff0f\u6797\u8ed2\u7530\uff08\u53f0\u5927\u8cc7\u8a0a\u5de5\u7a0b\u5b78\u7cfb\u6559\u6388\u3001 A<\/p>\n","protected":false},"author":21,"featured_media":38482,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[5764,5765],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/20-2.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38481"}],"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\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=38481"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38481\/revisions"}],"predecessor-version":[{"id":38483,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38481\/revisions\/38483"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/38482"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=38481"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=38481"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=38481"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}