{"id":319,"date":"2024-08-07T00:40:21","date_gmt":"2024-08-07T04:40:21","guid":{"rendered":"https:\/\/businessagility.education\/blog\/?p=319"},"modified":"2024-08-07T16:18:29","modified_gmt":"2024-08-07T20:18:29","slug":"ai-guide-for-business-students","status":"publish","type":"post","link":"https:\/\/businessagility.education\/blog\/zh\/ai-guide-for-business-students\/","title":{"rendered":"\u5927\u5b78\u751f\u5546\u79d1AI\u7d9c\u5408\u6307\u5357"},"content":{"rendered":"<p><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201c\u4eba\u5de5\u667a\u6167\u4e0d\u6703\u53d6\u4ee3\u4eba\u985e\uff0c\u4f46\u64c1\u6709\u4eba\u5de5\u667a\u6167\u7684\u4eba\u985e\u5c07\u53d6\u4ee3\u6c92\u6709\u4eba\u5de5\u667a\u6167\u7684\u4eba\u985e\u3002\u201d \u2014\u2014\u54c8\u4f5b\u5546\u5b78\u9662 Karim Lakhani \u6559\u6388\uff08<a href=\"https:\/\/hbr.org\/2023\/08\/ai-wont-replace-humans-but-humans-with-ai-will-replace-humans-without-ai\" target=\"_blank\" rel=\"noreferrer noopener\">\u62c9\u5361\u5c3c\uff0c2023<\/a>)<\/p>\n<\/blockquote>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u5927\u5b78\u751f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u4eba\u5de5\u667a\u6167\u77e5\u8b58<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u6167 (AI) \u6b63\u5728\u5fb9\u5e95\u6539\u8b8a\u5f9e\u91ab\u7642\u4fdd\u5065\u5230\u91d1\u878d\u7b49\u5404\u500b\u9818\u57df\u3002\u4e86\u89e3\u5176\u57fa\u790e\u548c\u767c\u5c55\u5c0d\u65bc\u4efb\u4f55\u5e0c\u671b\u5728\u7576\u4eca\u5546\u696d\u4e16\u754c\u4e2d\u4fdd\u6301\u9818\u5148\u5730\u4f4d\u7684\u4eba\u4f86\u8aaa\u81f3\u95dc\u91cd\u8981\u3002\u672c\u6307\u5357\u8a73\u7d30\u4ecb\u7d39\u4e86\u60a8\u61c9\u8a72\u4e86\u89e3\u7684\u6709\u95dc\u4eba\u5de5\u667a\u6167\u7684\u5341\u5927\u77e5\u8b58\uff0c\u5c08\u70ba\u5927\u5b78\u5546\u5b78\u9662\u5b78\u751f\u91cf\u8eab\u5b9a\u5236\u3002<\/p>\n\n\n\n<p><strong>\u4e86\u89e3\u4eba\u5de5\u667a\u6167\u7684\u8208\u8d77\u548c\u51fa\u73fe<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u4e86\u89e3\u4eba\u5de5\u667a\u6167\u7684\u8208\u8d77\u548c\u51fa\u73fe\uff1a\u5927\u5b78\u5546\u5b78\u9662\u5b78\u751f\u7d9c\u5408\u6307\u5357\" width=\"580\" height=\"326\" src=\"https:\/\/www.youtube.com\/embed\/NgAIEwibBEQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u4ec0\u9ebc\u662f\u4eba\u5de5\u667a\u6167\uff1f<\/strong><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u6167 (AI) \u662f\u96fb\u8166\u79d1\u5b78\u7684\u4e00\u500b\u5206\u652f\uff0c\u5c08\u6ce8\u65bc\u5275\u5efa\u80fd\u5920\u57f7\u884c\u901a\u5e38\u9700\u8981\u4eba\u985e\u667a\u6167\u7684\u4efb\u52d9\u7684\u6a5f\u5668\u3002\u9019\u4e9b\u4efb\u52d9\u5305\u62ec\u8fa8\u8b58\u8a9e\u97f3\u3001\u8fa8\u8b58\u5716\u50cf\u3001\u7406\u89e3\u81ea\u7136\u8a9e\u8a00\u3001\u505a\u51fa\u6c7a\u7b56\uff0c\u751a\u81f3\u73a9\u897f\u6d0b\u68cb\u548c\u570d\u68cb\u7b49\u8907\u96dc\u904a\u6232\u3002\u4eba\u5de5\u667a\u6167\u7684\u6700\u7d42\u76ee\u6a19\u662f\u958b\u767c\u80fd\u5920\u5f9e\u7d93\u9a57\u4e2d\u5b78\u7fd2\u3001\u9069\u61c9\u65b0\u8f38\u5165\u4e26\u7cbe\u78ba\u4e14\u6709\u6548\u7387\u5730\u57f7\u884c\u985e\u4f3c\u4eba\u985e\u4efb\u52d9\u7684\u7cfb\u7d71\u3002<\/p>\n\n\n\n<p><strong>\u5546\u696d\u74b0\u5883\u4e2d\u7684\u4eba\u5de5\u667a\u6167<\/strong><\/p>\n\n\n\n<p>\u5c0d\u65bc\u5546\u79d1\u5b78\u751f\u4f86\u8aaa\uff0c\u4e86\u89e3\u4eba\u5de5\u667a\u6167\u81f3\u95dc\u91cd\u8981\uff0c\u56e0\u70ba\u5b83\u6539\u8b8a\u4e86\u91d1\u878d\u3001\u884c\u92b7\u3001\u71df\u904b\u7ba1\u7406\u7b49\u591a\u500b\u9818\u57df\u3002\u4eba\u5de5\u667a\u6167\u5de5\u5177\u4f7f\u4f01\u696d\u80fd\u5920\u5206\u6790\u5927\u91cf\u8cc7\u6599\u96c6\u3001\u9810\u6e2c\u8da8\u52e2\u3001\u81ea\u52d5\u5316\u65e5\u5e38\u4efb\u52d9\u4e26\u6539\u5584\u6c7a\u7b56\u6d41\u7a0b\u3002\u4f8b\u5982\uff0c\u5728\u884c\u92b7\u4e2d\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u900f\u904e\u5206\u6790\u6d88\u8cbb\u8005\u884c\u70ba\u548c\u504f\u597d\u4f86\u500b\u4eba\u5316\u5ba2\u6236\u9ad4\u9a57\u3002\u5728\u91d1\u878d\u9818\u57df\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u589e\u5f37\u8a50\u6b3a\u5075\u6e2c\u4e26\u5be6\u73fe\u4ea4\u6613\u7b56\u7565\u81ea\u52d5\u5316\u3002<\/p>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u6167\u7684\u4e0d\u540c\u5b9a\u7fa9<\/strong><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u6167\u6c92\u6709\u666e\u904d\u63a5\u53d7\u7684\u5b9a\u7fa9\u3002\u5f9e\u5ee3\u7fa9\u4e0a\u8b1b\uff0c\u5b83\u53ef\u4ee5\u88ab\u63cf\u8ff0\u70ba\u4f7f\u7528\u6f14\u7b97\u6cd5\u4f86\u57f7\u884c\u901a\u5e38\u9700\u8981\u4eba\u985e\u667a\u6167\u7684\u4efb\u52d9\u3002\u7136\u800c\uff0c\u4eba\u5de5\u667a\u6167\u7684\u7bc4\u570d\u53ef\u80fd\u6709\u6240\u4e0d\u540c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u72f9\u7fa9\u4eba\u5de5\u667a\u6167\uff1a<\/strong> \u5c08\u70ba\u7279\u5b9a\u4efb\u52d9\u800c\u8a2d\u8a08\u7684\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\uff0c\u4f8b\u5982 Siri \u6216 Alexa \u7b49\u865b\u64ec\u52a9\u624b\uff0c\u5b83\u5011\u64c5\u9577\u57f7\u884c\u6709\u9650\u7684\u529f\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u901a\u7528\u4eba\u5de5\u667a\u6167\uff1a<\/strong> \u5047\u8a2d\u7684\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u5177\u6709\u57f7\u884c\u4eba\u985e\u53ef\u4ee5\u57f7\u884c\u7684\u4efb\u4f55\u667a\u529b\u4efb\u52d9\u7684\u80fd\u529b\u3002\u9019\u4e00\u7d1a\u5225\u7684\u4eba\u5de5\u667a\u6167\u4ecd\u7136\u662f\u7406\u8ad6\u7814\u7a76\u7684\u4e3b\u984c\u3002<\/li>\n\n\n\n<li><strong>\u8d85\u7d1a\u667a\u6167\u4eba\u5de5\u667a\u6167\uff1a<\/strong> \u4e00\u500b\u5728\u6240\u6709\u9818\u57df\u8d85\u8d8a\u4eba\u985e\u667a\u6167\u7684\u4eba\u5de5\u667a\u6167\u3002\u9019\u500b\u6982\u5ff5\u66f4\u5177\u63a8\u6e2c\u6027\uff0c\u4e5f\u662f\u5c08\u5bb6\u5011\u722d\u8ad6\u7684\u8a71\u984c\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6b50\u76df\u59d4\u54e1\u6703\u5c07\u4eba\u5de5\u667a\u6167\u5b9a\u7fa9\u70ba\u900f\u904e\u5206\u6790\u74b0\u5883\u4e26\u63a1\u53d6\u884c\u52d5\u5be6\u73fe\u7279\u5b9a\u76ee\u6a19\u4f86\u986f\u793a\u667a\u6167\u884c\u70ba\u7684\u7cfb\u7d71\u3002\u9019\u500b\u5b9a\u7fa9\u6db5\u84cb\u4e86\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u64c1\u6709\u7684\u5ee3\u6cdb\u529f\u80fd\uff0c\u5f9e\u7c21\u55ae\u7684\u81ea\u52d5\u5316\u7cfb\u7d71\u5230\u8907\u96dc\u7684\u5b78\u7fd2\u6f14\u7b97\u6cd5\u3002<\/p>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u6167\u7684\u6b77\u53f2\u6839\u6e90\u8207\u6f14\u8b8a<\/strong><\/p>\n\n\n\n<p><strong>\u65e9\u671f\u7684\u958b\u59cb<\/strong><\/p>\n\n\n\n<p>\u4eba\u9020\u751f\u7269\u7684\u6982\u5ff5\u53ef\u4ee5\u8ffd\u6eaf\u5230\u53e4\u4ee3\u795e\u8a71\u548c\u6545\u4e8b\u3002\u4f8b\u5982\uff0c\u5e0c\u81d8\u795e\u8a71\u4e2d\u7684\u5de8\u578b\u6a5f\u5668\u4eba\u5854\u6d1b\u65af\u548c\u7336\u592a\u6c11\u9593\u50b3\u8aaa\u4e2d\u7684\u5080\u5121\uff0c\u90fd\u662f\u5177\u6709\u7279\u6b8a\u80fd\u529b\u7684\u4eba\u9020\u5be6\u9ad4\u7684\u65e9\u671f\u4ee3\u8868\u3002\u9019\u4e9b\u795e\u8a71\u53cd\u6620\u4e86\u4eba\u985e\u5c0d\u5275\u9020\u6829\u6829\u5982\u751f\u7684\u6a5f\u5668\u7684\u6301\u4e45\u8ff7\u6200\u3002<\/p>\n\n\n\n<p><strong>\u54f2\u5b78\u57fa\u790e<\/strong><\/p>\n\n\n\n<p>17\u4e16\u7d00\uff0c\u5c0d\u4eba\u985e\u601d\u60f3\u9032\u884c\u6a5f\u68b0\u89e3\u91cb\u7684\u60f3\u6cd5\u958b\u59cb\u5f62\u6210\u3002\u7b1b\u5361\u5152\u548c\u5176\u4ed6\u54f2\u5b78\u5bb6\u63a8\u6e2c\u4e86\u6a5f\u68b0\u8166\u7684\u53ef\u80fd\u6027\uff0c\u70ba\u5f8c\u4f86\u7684\u6280\u8853\u9032\u6b65\u92ea\u5e73\u4e86\u9053\u8def\u3002\u7b1b\u5361\u5152\u7684\u8457\u540d\u8ad6\u9ede\u300cCogito, ergo sum\u300d\uff08\u300c\u6211\u601d\u6545\u6211\u5728\u300d\uff09\u5f37\u8abf\u4e86\u601d\u7dad\u548c\u610f\u8b58\u7684\u91cd\u8981\u6027\uff0c\u9019\u662f\u4eba\u5de5\u667a\u6167\u7814\u7a76\u7684\u4e2d\u5fc3\u4e3b\u984c\u3002<\/p>\n\n\n\n<p><strong>AI\u6b63\u5f0f\u8a95\u751f<\/strong><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u6167\u4f5c\u70ba\u4e00\u9580\u79d1\u5b78\u5b78\u79d1\u65bc 1956 \u5e74\u5728\u7d04\u7ff0\u00b7\u9ea5\u5361\u932b\u3001\u99ac\u6587\u00b7\u660e\u65af\u57fa\u3001\u7d0d\u6492\u5c3c\u723e\u00b7\u7f85\u5fb9\u65af\u7279\u548c\u514b\u52de\u5fb7\u00b7\u9999\u8fb2\u7d44\u7e54\u7684\u9054\u7279\u8305\u65af\u6703\u8b70\u4e0a\u6b63\u5f0f\u8a95\u751f\u3002\u9019\u4e8b\u4ef6\u6a19\u8a8c\u8457\u4eba\u5de5\u667a\u6167\u7b2c\u4e00\u6ce2\u7684\u958b\u59cb\u3002\u9019\u6b21\u6703\u8b70\u65e8\u5728\u63a2\u7d22\u5275\u9020\u80fd\u5920\u6a21\u4eff\u4eba\u985e\u667a\u6167\u5404\u500b\u65b9\u9762\u7684\u6a5f\u5668\u7684\u53ef\u80fd\u6027\u3002\u8207\u6703\u8005\u8a0e\u8ad6\u4e86\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u795e\u7d93\u7db2\u8def\u548c\u81ea\u6211\u6539\u9032\u6f14\u7b97\u6cd5\u7b49\u4e3b\u984c\u3002<\/p>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u6167\u7684\u4e09\u6ce2\u6d6a\u6f6e<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u8c61\u5fb5\u6027\u4eba\u5de5\u667a\u6167\uff081950 \u5e74\u4ee3\u81f3 60 \u5e74\u4ee3\uff09\uff1a<\/strong> \u9019\u500b\u6642\u4ee3\u6ce8\u91cd\u7b26\u865f\u63a8\u7406\u548c\u908f\u8f2f\u3002\u7814\u7a76\u4eba\u54e1\u958b\u767c\u4e86\u53ef\u4ee5\u57f7\u884c\u908f\u8f2f\u63a8\u8ad6\u4e26\u4f7f\u7528\u9810\u5b9a\u7fa9\u898f\u5247\u89e3\u6c7a\u554f\u984c\u7684\u7cfb\u7d71\u3002\u8457\u540d\u7684\u9805\u76ee\u5305\u62ec\u8b49\u660e\u6578\u5b78\u5b9a\u7406\u7684\u908f\u8f2f\u7406\u8ad6\u5bb6\uff0c\u4ee5\u53ca\u6a21\u64ec\u5fc3\u7406\u6cbb\u7642\u5e2b\u7684\u65e9\u671f\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7a0b\u5e8f ELIZA\u3002<\/li>\n\n\n\n<li><strong>\u5c08\u5bb6\u7cfb\u7d71\uff0820 \u4e16\u7d00 80 \u5e74\u4ee3\uff09\uff1a<\/strong> \u7b2c\u4e8c\u6ce2\u898b\u8b49\u4e86\u5c08\u5bb6\u7cfb\u7d71\u7684\u8208\u8d77\uff0c\u5b83\u5c07\u4eba\u985e\u7684\u5c08\u696d\u77e5\u8b58\u7de8\u78bc\u6210\u898f\u5247\uff0c\u4ee5\u5be6\u73fe\u6c7a\u7b56\u904e\u7a0b\u7684\u81ea\u52d5\u5316\u3002\u9019\u4e9b\u7cfb\u7d71\u88ab\u7528\u65bc\u5404\u500b\u9818\u57df\uff0c\u5305\u62ec\u91ab\u7642\u8a3a\u65b7\u3001\u8ca1\u52d9\u898f\u5283\u548c\u5de5\u7a0b\u3002\u5118\u7ba1\u53d6\u5f97\u4e86\u6210\u529f\uff0c\u4f46\u5c08\u5bb6\u7cfb\u7d71\u7531\u65bc\u4f9d\u8cf4\u9810\u5b9a\u7fa9\u898f\u5247\u800c\u9762\u81e8\u5c40\u9650\u6027\uff0c\u9019\u4f7f\u5f97\u5b83\u5011\u5728\u8655\u7406\u65b0\u60c5\u6cc1\u6642\u7f3a\u4e4f\u9748\u6d3b\u6027\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u5668\u5b78\u7fd2\u8207\u6df1\u5ea6\u5b78\u7fd2\uff0820 \u4e16\u7d00 90 \u5e74\u4ee3\u81f3\u4eca\uff09\uff1a<\/strong> \u96a8\u8457\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u6f14\u7b97\u6cd5\u7684\u767c\u5c55\uff0c\u7b2c\u4e09\u6ce2\u5e36\u4f86\u4e86\u91cd\u5927\u9032\u6b65\u3002\u8207\u4ee5\u524d\u7684\u65b9\u6cd5\u4e0d\u540c\uff0c\u9019\u4e9b\u6f14\u7b97\u6cd5\u5f9e\u6578\u64da\u4e2d\u5b78\u7fd2\uff0c\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u63d0\u9ad8\u5176\u6548\u80fd\u3002\u95dc\u9375\u7a81\u7834\u5305\u62ec\u795e\u7d93\u7db2\u8def\u3001\u652f\u6301\u5411\u91cf\u6a5f\u548c\u5f37\u5316\u5b78\u7fd2\u7684\u767c\u5c55\u3002\u61c9\u7528\u7bc4\u570d\u5f9e\u5716\u50cf\u548c\u8a9e\u97f3\u8b58\u5225\u5230\u904a\u6232\u548c\u81ea\u52d5\u99d5\u99db\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u6167\u7684\u6838\u5fc3\u6982\u5ff5<\/strong><\/p>\n\n\n\n<p><strong>\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09<\/strong><\/p>\n\n\n\n<p>\u6a5f\u5668\u5b78\u7fd2\u662f\u4eba\u5de5\u667a\u6167\u7684\u4e00\u500b\u5b50\u96c6\uff0c\u5c08\u6ce8\u65bc\u958b\u767c\u5141\u8a31\u96fb\u8166\u6839\u64da\u6578\u64da\u5b78\u7fd2\u4e26\u505a\u51fa\u6c7a\u7b56\u7684\u6f14\u7b97\u6cd5\u3002\u6a5f\u5668\u5b78\u7fd2\u5206\u70ba\u4e09\u7a2e\u4e3b\u8981\u985e\u578b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76e3\u7763\u5b78\u7fd2\uff1a<\/strong> \u6d89\u53ca\u5728\u6a19\u8a18\u8cc7\u6599\u4e0a\u8a13\u7df4\u6a21\u578b\uff0c\u5176\u4e2d\u6240\u9700\u7684\u8f38\u51fa\u662f\u5df2\u77e5\u7684\u3002\u8a72\u6a21\u578b\u5b78\u7fd2\u6839\u64da\u9019\u4e9b\u8a13\u7df4\u8cc7\u6599\u5c07\u8f38\u5165\u6620\u5c04\u5230\u8f38\u51fa\u3002\u5e38\u898b\u61c9\u7528\u5305\u62ec\u5783\u573e\u90f5\u4ef6\u5075\u6e2c\u3001\u5f71\u50cf\u5206\u985e\u548c\u9810\u6e2c\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u7121\u76e3\u7763\u5b78\u7fd2\uff1a<\/strong> \u6d89\u53ca\u5728\u672a\u6a19\u8a18\u7684\u8cc7\u6599\u4e0a\u8a13\u7df4\u6a21\u578b\uff0c\u5176\u4e2d\u6240\u9700\u7684\u8f38\u51fa\u672a\u77e5\u3002\u6b64\u6a21\u578b\u8b58\u5225\u8cc7\u6599\u4e2d\u7684\u6a21\u5f0f\u548c\u7d50\u69cb\u3002\u61c9\u7528\u5305\u62ec\u805a\u985e\u3001\u964d\u7dad\u548c\u7570\u5e38\u6aa2\u6e2c\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u5316\u5b78\u7fd2\uff1a<\/strong> \u6d89\u53ca\u8a13\u7df4\u6a21\u578b\u900f\u904e\u8207\u74b0\u5883\u4e92\u52d5\u4f86\u505a\u51fa\u4e00\u7cfb\u5217\u6c7a\u7b56\u3002\u8a72\u6a21\u578b\u900f\u904e\u63a5\u53d7\u5c0d\u5176\u884c\u70ba\u7684\u734e\u52f5\u6216\u61f2\u7f70\u4f86\u5b78\u7fd2\u5be6\u73fe\u76ee\u6a19\u3002\u61c9\u7528\u5305\u62ec\u904a\u6232\u3001\u6a5f\u5668\u4eba\u548c\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6df1\u5ea6\u5b78\u7fd2\uff08DL\uff09<\/strong><\/p>\n\n\n\n<p>\u6df1\u5ea6\u5b78\u7fd2\u662f\u6a5f\u5668\u5b78\u7fd2\u7684\u5b50\u96c6\uff0c\u5b83\u4f7f\u7528\u591a\u5c64\uff08\u56e0\u6b64\u300c\u6df1\u5ea6\u300d\uff09\u7684\u795e\u7d93\u7db2\u8def\u4f86\u5c0d\u8cc7\u6599\u4e2d\u7684\u8907\u96dc\u6a21\u5f0f\u9032\u884c\u5efa\u6a21\u3002\u795e\u7d93\u7db2\u8def\u7684\u9748\u611f\u4f86\u81ea\u65bc\u4eba\u8166\u7684\u7d50\u69cb\u548c\u529f\u80fd\uff0c\u7531\u8655\u7406\u8a0a\u606f\u7684\u4e92\u9023\u7bc0\u9ede\uff08\u795e\u7d93\u5143\uff09\u7d44\u6210\u3002\u795e\u7d93\u7db2\u8def\u7684\u95dc\u9375\u7d44\u6210\u90e8\u5206\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8f38\u5165\u5c64\uff1a<\/strong> \u63a5\u6536\u8f38\u5165\u8cc7\u6599\u3002<\/li>\n\n\n\n<li><strong>\u96b1\u85cf\u5c64\uff1a<\/strong> \u900f\u904e\u4e00\u7cfb\u5217\u8f49\u63db\u8655\u7406\u8f38\u5165\u8cc7\u6599\u3002<\/li>\n\n\n\n<li><strong>\u8f38\u51fa\u5c64\uff1a<\/strong> \u7522\u751f\u6700\u7d42\u8f38\u51fa\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6df1\u5ea6\u5b78\u7fd2\u5728\u5f71\u50cf\u548c\u8a9e\u97f3\u8fa8\u8b58\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u81ea\u4e3b\u7cfb\u7d71\u7b49\u9818\u57df\u53d6\u5f97\u4e86\u91cd\u5927\u9032\u5c55\u3002\u8457\u540d\u7684\u6df1\u5ea6\u5b78\u7fd2\u67b6\u69cb\u5305\u62ec\u7528\u65bc\u5f71\u50cf\u8655\u7406\u7684\u6372\u7a4d\u795e\u7d93\u7db2\u8def (CNN) \u548c\u7528\u65bc\u5e8f\u5217\u8cc7\u6599\u7684\u5faa\u74b0\u795e\u7d93\u7db2\u8def (RNN)\u3002<\/p>\n\n\n\n<p><strong>\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09<\/strong><\/p>\n\n\n\n<p>NLP \u662f\u4eba\u5de5\u667a\u6167\u7684\u4e00\u500b\u9818\u57df\uff0c\u5c08\u6ce8\u65bc\u96fb\u8166\u548c\u4eba\u985e\u8a9e\u8a00\u4e4b\u9593\u7684\u4e92\u52d5\u3002 NLP \u4f7f\u6a5f\u5668\u80fd\u5920\u7406\u89e3\u3001\u89e3\u91cb\u548c\u7522\u751f\u4eba\u985e\u8a9e\u8a00\u3002 NLP \u7684\u95dc\u9375\u7d44\u6210\u90e8\u5206\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ee3\u5e63\u5316\uff1a<\/strong> \u5c07\u6587\u5b57\u5206\u89e3\u70ba\u55ae\u7368\u7684\u55ae\u5b57\u6216\u6a19\u8a18\u3002<\/li>\n\n\n\n<li><strong>\u8a5e\u6027\u6a19\u8a18\uff1a<\/strong> \u8fa8\u8b58\u53e5\u5b50\u4e2d\u7684\u6587\u6cd5\u90e8\u5206\u3002<\/li>\n\n\n\n<li><strong>\u547d\u540d\u5be6\u9ad4\u8b58\u5225\uff1a<\/strong> \u5c07\u6587\u672c\u4e2d\u7684\u5be6\u9ad4\uff08\u4f8b\u5982\u59d3\u540d\u3001\u65e5\u671f\u3001\u4f4d\u7f6e\uff09\u9032\u884c\u8b58\u5225\u548c\u5206\u985e\u3002<\/li>\n\n\n\n<li><strong>\u60c5\u7dd2\u5206\u6790\uff1a<\/strong> \u78ba\u5b9a\u6587\u672c\u4e2d\u8868\u9054\u7684\u60c5\u7dd2\u6216\u60c5\u611f\u3002<\/li>\n<\/ul>\n\n\n\n<p>NLP \u7684\u61c9\u7528\u5305\u62ec\u804a\u5929\u6a5f\u5668\u4eba\u3001\u8a9e\u8a00\u7ffb\u8b6f\u3001\u60c5\u7dd2\u5206\u6790\u548c\u8cc7\u8a0a\u6aa2\u7d22\u3002<\/p>\n\n\n\n<p><strong>\u96fb\u8166\u8996\u89ba<\/strong><\/p>\n\n\n\n<p>\u96fb\u8166\u8996\u89ba\u4f7f\u6a5f\u5668\u80fd\u5920\u89e3\u91cb\u548c\u5206\u6790\u4f86\u81ea\u4e16\u754c\u7684\u8996\u89ba\u6578\u64da\uff0c\u4f8b\u5982\u5716\u50cf\u548c\u8996\u8a0a\u3002\u96fb\u8166\u8996\u89ba\u7684\u95dc\u9375\u7d44\u6210\u90e8\u5206\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5716\u7247\u5206\u985e\uff1a<\/strong> \u8fa8\u8b58\u5f71\u50cf\u4e2d\u7684\u7269\u4ef6\u6216\u5834\u666f\u3002<\/li>\n\n\n\n<li><strong>\u7269\u9ad4\u6aa2\u6e2c\uff1a<\/strong> \u5b9a\u4f4d\u548c\u8b58\u5225\u5f71\u50cf\u4e2d\u7684\u7269\u4ef6\u3002<\/li>\n\n\n\n<li><strong>\u5206\u5272\uff1a<\/strong> \u5c07\u5f71\u50cf\u5283\u5206\u70ba\u6709\u610f\u7fa9\u7684\u5340\u57df\u6216\u7247\u6bb5\u3002<\/li>\n\n\n\n<li><strong>\u5f71\u50cf\u751f\u6210\uff1a<\/strong> \u6839\u64da\u5b78\u7fd2\u7684\u6a21\u5f0f\u5efa\u7acb\u65b0\u5f71\u50cf\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u96fb\u8166\u8996\u89ba\u7684\u61c9\u7528\u5305\u62ec\u81c9\u90e8\u8fa8\u8b58\u3001\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u3001\u91ab\u5b78\u5f71\u50cf\u548c\u64f4\u589e\u5be6\u5883\u3002<\/p>\n\n\n\n<p><strong>\u6a5f\u5668\u4eba\u6280\u8853<\/strong><\/p>\n\n\n\n<p>\u6a5f\u5668\u4eba\u6280\u8853\u6d89\u53ca\u6a5f\u5668\u4eba\u7684\u8a2d\u8a08\u548c\u4f7f\u7528\uff0c\u6a5f\u5668\u4eba\u662f\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u6a5f\u5668\uff0c\u80fd\u5920\u81ea\u4e3b\u6216\u534a\u81ea\u4e3b\u57f7\u884c\u4efb\u52d9\u3002\u6a5f\u5668\u4eba\u6280\u8853\u7684\u95dc\u9375\u7d44\u6210\u90e8\u5206\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6d1e\u5bdf\u529b\uff1a<\/strong> \u4f7f\u7528\u611f\u6e2c\u5668\u4f86\u611f\u77e5\u74b0\u5883\u3002<\/li>\n\n\n\n<li><strong>\u898f\u5283\uff1a<\/strong> \u78ba\u5b9a\u5be6\u73fe\u76ee\u6a19\u7684\u884c\u52d5\u9806\u5e8f\u3002<\/li>\n\n\n\n<li><strong>\u63a7\u5236\uff1a<\/strong> \u7cbe\u6e96\u57f7\u884c\u8a08\u756b\u597d\u7684\u884c\u52d5\u3002<\/li>\n\n\n\n<li><strong>\u9a45\u52d5\uff1a<\/strong> \u4f7f\u7528\u99ac\u9054\u548c\u57f7\u884c\u5668\u79fb\u52d5\u4e26\u8207\u74b0\u5883\u4e92\u52d5\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6a5f\u5668\u4eba\u6280\u8853\u7684\u61c9\u7528\u5305\u62ec\u88fd\u9020\u81ea\u52d5\u5316\u3001\u624b\u8853\u6a5f\u5668\u4eba\u3001\u7121\u4eba\u6a5f\u548c\u670d\u52d9\u6a5f\u5668\u4eba\u3002<\/p>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u6167\u9032\u6b65\u8207\u61c9\u7528\u7684\u9a45\u52d5\u529b<\/strong><\/p>\n\n\n\n<p><strong>\u79d1\u5b78\u7a81\u7834<\/strong><\/p>\n\n\n\n<p>\u7531\u65bc\u8a31\u591a\u79d1\u5b78\u7a81\u7834\uff0c\u4eba\u5de5\u667a\u6167\u8fc5\u901f\u767c\u5c55\u3002\u795e\u7d93\u7db2\u8def\u3001\u652f\u63f4\u5411\u91cf\u6a5f\u548c\u5f37\u5316\u5b78\u7fd2\u7b49\u6f14\u7b97\u6cd5\u7684\u5275\u65b0\u64f4\u5c55\u4e86\u4eba\u5de5\u667a\u6167\u7684\u80fd\u529b\u3002\u8a8d\u77e5\u79d1\u5b78\u548c\u795e\u7d93\u79d1\u5b78\u7684\u7814\u7a76\u4e5f\u6709\u52a9\u65bc\u7406\u89e3\u5982\u4f55\u5728\u6a5f\u5668\u4e2d\u8907\u88fd\u4eba\u985e\u667a\u6167\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u795e\u7d93\u7db2\u8def\uff1a<\/strong> \u53d7\u4eba\u8166\u7684\u555f\u767c\uff0c\u795e\u7d93\u7db2\u8def\u7531\u8655\u7406\u8cc7\u8a0a\u7684\u4e92\u9023\u7bc0\u9ede\uff08\u795e\u7d93\u5143\uff09\u7d44\u6210\u3002\u5377\u7a4d\u795e\u7d93\u7db2\u8def (CNN) \u548c\u5faa\u74b0\u795e\u7d93\u7db2\u8def (RNN) \u7b49\u795e\u7d93\u7db2\u8def\u67b6\u69cb\u7684\u9032\u6b65\u5c0e\u81f4\u5f71\u50cf\u548c\u8a9e\u97f3\u8fa8\u8b58\u7b49\u4efb\u52d9\u7684\u986f\u8457\u6539\u9032\u3002<\/li>\n\n\n\n<li><strong>\u652f\u63f4\u5411\u91cf\u6a5f (SVM)\uff1a<\/strong> \u7528\u65bc\u5206\u985e\u548c\u8ff4\u6b78\u4efb\u52d9\u7684\u76e3\u7763\u5b78\u7fd2\u6f14\u7b97\u6cd5\u3002 SVM \u7684\u5de5\u4f5c\u539f\u7406\u662f\u5c0b\u627e\u5206\u9694\u4e0d\u540c\u985e\u5225\u8cc7\u6599\u9ede\u7684\u6700\u4f73\u8d85\u5e73\u9762\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u5316\u5b78\u7fd2\uff08RL\uff09\uff1a<\/strong> \u6a5f\u5668\u5b78\u7fd2\u7684\u4e00\u500b\u9818\u57df\uff0c\u4ee3\u7406\u900f\u904e\u8207\u74b0\u5883\u4e92\u52d5\u4e26\u63a5\u6536\u734e\u52f5\u6216\u61f2\u7f70\u5f62\u5f0f\u7684\u56de\u994b\u4f86\u5b78\u7fd2\u505a\u51fa\u6c7a\u7b56\u3002\u5f37\u5316\u5b78\u7fd2\u5df2\u6210\u529f\u61c9\u7528\u65bc\u904a\u6232\u3001\u6a5f\u5668\u4eba\u548c\u81ea\u4e3b\u7cfb\u7d71\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u904b\u7b97\u80fd\u529b\u589e\u5f37<\/strong><\/p>\n\n\n\n<p>\u6469\u723e\u5b9a\u5f8b\u9810\u6e2c\u6676\u7247\u4e0a\u7684\u96fb\u6676\u9ad4\u6578\u91cf\u6bcf\u5169\u5e74\u589e\u52a0\u4e00\u500d\uff0c\u904b\u7b97\u80fd\u529b\u7684\u6210\u9577\u4e00\u76f4\u662f\u4eba\u5de5\u667a\u6167\u9032\u6b65\u7684\u95dc\u9375\u9a45\u52d5\u529b\u3002\u4eca\u5929\u7684\u667a\u6167\u578b\u624b\u6a5f\u6bd4\u5e7e\u5341\u5e74\u524d\u6700\u597d\u7684\u96fb\u8166\u66f4\u5f37\u5927\u3002\u904b\u7b97\u80fd\u529b\u7684\u589e\u5f37\u4f7f\u5f97\u80fd\u5920\u8655\u7406\u8a13\u7df4\u8907\u96dc\u4eba\u5de5\u667a\u6167\u6a21\u578b\u6240\u9700\u7684\u5927\u91cf\u8cc7\u6599\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5716\u5f62\u8655\u7406\u55ae\u5143 (GPU)\uff1a<\/strong> GPU \u6700\u521d\u662f\u70ba\u6e32\u67d3\u5716\u5f62\u800c\u8a2d\u8a08\u7684\uff0c\u7531\u65bc\u80fd\u5920\u6709\u6548\u5730\u57f7\u884c\u4e26\u884c\u904b\u7b97\uff0c\u73fe\u5728\u5ee3\u6cdb\u7528\u65bc\u4eba\u5de5\u667a\u6167\u4efb\u52d9\u3002<\/li>\n\n\n\n<li><strong>\u5f35\u91cf\u8655\u7406\u55ae\u5143 (TPU)\uff1a<\/strong> Google \u5c08\u70ba AI \u5de5\u4f5c\u8ca0\u8f09\u8a2d\u8a08\u7684\u5c08\u7528\u786c\u4ef6\uff0c\u8207\u50b3\u7d71 CPU \u548c GPU \u76f8\u6bd4\uff0c\u901f\u5ea6\u548c\u6548\u7387\u986f\u8457\u63d0\u9ad8\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6578\u64da\u7206\u70b8<\/strong><\/p>\n\n\n\n<p>\u6578\u4f4d\u6642\u4ee3\u5e36\u4f86\u4e86\u6578\u64da\u7206\u70b8\uff0c\u70ba\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u5b78\u7fd2\u548c\u6539\u9032\u63d0\u4f9b\u4e86\u539f\u6750\u6599\u3002\u5927\u6578\u64da\u6280\u8853\u4f7f\u5f97\u6d77\u91cf\u8cc7\u6599\u96c6\u7684\u6536\u96c6\u3001\u5132\u5b58\u548c\u5206\u6790\u6210\u70ba\u53ef\u80fd\u3002\u9019\u4e9b\u8cc7\u6599\u5c0d\u65bc\u8a13\u7df4\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u81f3\u95dc\u91cd\u8981\uff0c\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u9700\u8981\u5927\u91cf\u8cc7\u8a0a\u624d\u80fd\u505a\u51fa\u6e96\u78ba\u7684\u9810\u6e2c\u548c\u6c7a\u7b56\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8cc7\u6599\u4f86\u6e90\uff1a<\/strong> \u6578\u64da\u662f\u5f9e\u5404\u7a2e\u4f86\u6e90\u7522\u751f\u7684\uff0c\u5305\u62ec\u793e\u4ea4\u5a92\u9ad4\u3001\u611f\u6e2c\u5668\u3001\u96fb\u5b50\u5546\u52d9\u4ea4\u6613\u548c\u884c\u52d5\u88dd\u7f6e\u3002\u9019\u7a2e\u591a\u6a23\u5316\u7684\u6578\u64da\u4f7f\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u80fd\u5920\u5f9e\u73fe\u5be6\u4e16\u754c\u7684\u5834\u666f\u4e2d\u5b78\u7fd2\u4e26\u63d0\u9ad8\u5176\u6548\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u8cc7\u6599\u5132\u5b58\uff1a<\/strong> \u96f2\u7aef\u904b\u7b97\u548c\u5206\u6563\u5f0f\u5132\u5b58\u7cfb\u7d71\u7684\u9032\u6b65\u4f7f\u5f97\u9ad8\u6548\u5132\u5b58\u548c\u8655\u7406\u5927\u91cf\u8cc7\u6599\u6210\u70ba\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u6167\u7684\u7576\u524d\u61c9\u7528<\/strong><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u6167\u73fe\u5df2\u878d\u5165\u6211\u5011\u65e5\u5e38\u751f\u6d3b\u7684\u8a31\u591a\u65b9\u9762\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u865b\u64ec\u52a9\u7406\uff1a<\/strong> Siri\u3001Alexa \u548c Google Assistant \u7b49\u4eba\u5de5\u667a\u6167\u52a9\u7406\u53ef\u5354\u52a9\u4f7f\u7528\u8005\u57f7\u884c\u4efb\u52d9\u3001\u56de\u7b54\u554f\u984c\u548c\u63a7\u5236\u667a\u6167\u5bb6\u5ead\u88dd\u7f6e\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u85a6\u7cfb\u7d71\uff1a<\/strong> \u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u6839\u64da\u7528\u6236\u504f\u597d\u548c\u884c\u70ba\u63a8\u85a6\u7522\u54c1\u3001\u670d\u52d9\u548c\u5167\u5bb9\u3002\u4f8b\u5982 Netflix \u7684\u96fb\u5f71\u63a8\u85a6\u548c\u4e9e\u99ac\u905c\u7684\u7522\u54c1\u63a8\u85a6\u3002<\/li>\n\n\n\n<li><strong>\u885b\u751f\u4fdd\u5065\uff1a<\/strong> \u4eba\u5de5\u667a\u6167\u7528\u65bc\u8a3a\u65b7\u3001\u500b\u4eba\u5316\u6cbb\u7642\u8a08\u5283\u548c\u85e5\u7269\u767c\u73fe\u3002\u4f8b\u5982\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5206\u6790\u91ab\u5b78\u5f71\u50cf\u4ee5\u6aa2\u6e2c\u764c\u75c7\u7b49\u75be\u75c5\u6216\u5354\u52a9\u91ab\u751f\u88fd\u5b9a\u500b\u4eba\u5316\u6cbb\u7642\u8a08\u5283\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\uff1a<\/strong> \u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u4f86\u5c0e\u822a\u9053\u8def\u3001\u907f\u958b\u969c\u7919\u7269\u4e26\u505a\u51fa\u99d5\u99db\u6c7a\u7b56\u3002\u7279\u65af\u62c9\u3001Waymo \u548c Uber \u7b49\u516c\u53f8\u8655\u65bc\u958b\u767c\u81ea\u52d5\u99d5\u99db\u6280\u8853\u7684\u524d\u6cbf\u3002<\/li>\n\n\n\n<li><strong>\u91d1\u878d\uff1a<\/strong> \u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u5206\u6790\u5e02\u5834\u8da8\u52e2\u3001\u5075\u6e2c\u8a50\u6b3a\u4e26\u5be6\u73fe\u4ea4\u6613\u81ea\u52d5\u5316\u3002\u4eba\u5de5\u667a\u6167\u4e5f\u7528\u65bc\u5ba2\u6236\u670d\u52d9\u804a\u5929\u6a5f\u5668\u4eba\u548c\u500b\u4eba\u5316\u8ca1\u52d9\u5efa\u8b70\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5b9a\u7fa9\u4eba\u5de5\u667a\u6167\u7684\u6311\u6230<\/strong><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u6167\u9762\u81e8\u7684\u6700\u5927\u6311\u6230\u4e4b\u4e00\u662f\u5b83\u662f\u5c0d\u6211\u5011\u4e0d\u5b8c\u5168\u7406\u89e3\u7684\u4e8b\u7269\u7684\u6a21\u4eff\uff1a\u4eba\u985e\u667a\u6167\u3002\u9019\u500b\u4e0d\u65b7\u767c\u5c55\u7684\u9818\u57df\u6c92\u6709\u4e00\u500b\u55ae\u4e00\u7684\u3001\u56fa\u5b9a\u7684\u5b9a\u7fa9\u3002\u96a8\u8457\u79d1\u6280\u7684\u9032\u6b65\uff0c\u6211\u5011\u5c0d\u4eba\u5de5\u667a\u6167\u7684\u7406\u89e3\u548c\u5b9a\u7fa9\u4e0d\u65b7\u767c\u5c55\u3002\u8a8d\u8b58\u5230\u9019\u4e9b\u6311\u6230\u51f8\u986f\u4e86\u4eba\u5de5\u667a\u6167\u7684\u8907\u96dc\u6027\u548c\u52d5\u614b\u6027\uff0c\u9700\u8981\u4e0d\u65b7\u5b78\u7fd2\u548c\u9069\u61c9\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9053\u5fb7\u8003\u616e\uff1a<\/strong> \u4eba\u5de5\u667a\u6167\u7684\u958b\u767c\u548c\u90e8\u7f72\u5f15\u767c\u4e86\u9053\u5fb7\u554f\u984c\uff0c\u4f8b\u5982\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u504f\u898b\u3001\u8cc7\u6599\u96b1\u79c1\u4ee5\u53ca\u81ea\u52d5\u5316\u5c0d\u5de5\u4f5c\u7684\u5f71\u97ff\u3002\u89e3\u6c7a\u9019\u4e9b\u554f\u984c\u5c0d\u65bc\u78ba\u4fdd\u8ca0\u8cac\u4efb\u5730\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u89e3\u91cb\u6027\uff1a<\/strong> 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class=\"wp-block-list\">\n<li><strong>\u4eba\u5de5\u667a\u6167\u8207\u793e\u6703\uff1a<\/strong> \u4eba\u5de5\u667a\u6167\u5c0d\u793e\u6703\u7684\u5f71\u97ff\u5c07\u6301\u7e8c\u64f4\u5927\uff0c\u5f71\u97ff\u6559\u80b2\u3001\u91ab\u7642\u3001\u4ea4\u901a\u548c\u7d93\u6fdf\u7b49\u9818\u57df\u3002\u4e86\u89e3\u9019\u4e9b\u5f71\u97ff\u5c07\u6709\u52a9\u65bc\u4f01\u696d\u9818\u5c0e\u8005\u505a\u51fa\u660e\u667a\u7684\u6c7a\u7b56\uff0c\u4e26\u5229\u7528\u4eba\u5de5\u667a\u6167\u7684\u6f5b\u529b\u5be6\u73fe\u7a4d\u6975\u8b8a\u9769\u3002<\/li>\n\n\n\n<li><strong>\u65b0\u8208\u6280\u8853\uff1a<\/strong> 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