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style=\"font-size: 15px\">\u524d\u4e24\u671f\u6280\u672f\u6c99\u9f99\u5206\u522b\u5206\u4eab\u4e86\u5b9c\u4fe1AI\u4e2d\u53f0\u548c\u6570\u636e\u4e2d\u53f0\u7684\u5efa\u8bbe\u5b9e\u8df5\uff0c<strong>\u672c\u6b21\u5206\u4eab\u5c06\u5148\u56de\u987eAI\u4e2d\u53f0\u7684\u603b\u4f53\u8bbe\u8ba1\u548c\u5b9e\u65bd\u8def\u5f84\uff0c\u4ee5\u53caAI\u4e2d\u53f0\u4e0e\u6570\u636e\u4e2d\u53f0\u7684\u5173\u7cfb\uff0c\u518d\u8be6\u7ec6\u4ecb\u7ecd\u57fa\u4e8e\u4e2d\u53f0\u601d\u60f3\u5efa\u8bbe\u7684\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u5305\u62ec\u5176\u6280\u672f\u67b6\u6784\u3001\u6280\u672f\u539f\u7406\u3001\u6838\u5fc3\u529f\u80fd\u70b9\u3001\u5e94\u7528\u573a\u666f\u4ee5\u53ca\u5e94\u7528\u6548\u679c\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p style=\"text-align: center\"><span style=\"color: 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15px\">\u968f\u7740\u4e1a\u52a1\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u4e1a\u52a1\u5904\u4e8e\u4e0d\u540c\u7684\u53d1\u5c55\u9636\u6bb5\uff0c<strong>\u5bf9\u6570\u636e\u7684\u9700\u6c42\u4e5f\u4ece\u521a\u5f00\u59cb\u7684\u53ef\u7528-\u6ee1\u8db3BI\u5206\u6790\uff0c\u5230\u540e\u6765\u7684\u6613\u7528-\u654f\u6377\u5316\u5206\u6790\uff0c\u5230\u73b0\u5728\u7684\u597d\u7528-\u6570\u636e\u667a\u80fd\u5316\u3002<\/strong>\u4f8b\u5982\u524d\u53f0\u7cfb\u7edf\u63d0\u51fa\u5ba2\u6237\u7ec6\u5206\u3001\u4e2a\u6027\u5316\u63a8\u8350\u3001\u667a\u80fd\u95ee\u7b54\u3001\u6a21\u578b\u9884\u6d4b\u7b49\u9700\u6c42\uff0c\u540e\u53f0\u6570\u636e\u63a2\u7d22\u9700\u8981\u8fdb\u884c\u5173\u8054\u5206\u6790\u3001\u805a\u7c7b\u5206\u6790\u3001\u6301\u7eed\u5206\u6790\u7b49\uff0c\u8fd9\u4e9b\u90fd\u5411\u6211\u4eec\u63d0\u51fa\u4e86\u6570\u636e\u667a\u80fd\u5316\u7684\u9700\u6c42\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u5e73\u53f0\u5316\u80fd\u591f\u89e3\u51b3\u6570\u636e\u53ef\u7528\u6027\u7684\u95ee\u9898\uff0c\u63d0\u4f9b\u6570\u636e\u7684\u5e73\u53f0\u5316\u7ba1\u7406\u3001\u6570\u636e\u5b58\u50a8\u3001\u6570\u636e\u8ba1\u7b97\u3001\u7ba1\u7406\u3001\u8fd0\u7ef4\u7b49\u529f\u80fd\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u4e2d\u53f0\u5316\u53ef\u4ee5\u89e3\u51b3\u6613\u7528\u7684\u95ee\u9898\uff0c\u63d0\u4f9b\u81ea\u52a9\u5316\u3001\u654f\u6377\u5316\u7684\u652f\u6301\uff0c\u5e76\u4e3a\u6570\u636e\u7684\u8d44\u4ea7\u5316\u3001\u878d\u5408\u5316\u3001\u8fd0\u8425\u5316\u63d0\u4f9b\u652f\u6301\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u667a\u80fd\u5316\u89e3\u51b3\u4e86\u597d\u7528\u7684\u95ee\u9898\uff1a\u4ece\u6570\u636e\u6d1e\u5bdf\u5230\u5b66\u4e60\u9884\u6d4b\uff0c\u6570\u636e\u9a71\u52a8\u521b\u65b0\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #3daad6\">1.2 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15px\">\u6570\u636e\u4e2d\u53f0\u63d0\u4f9b\u5404\u79cd\u6570\u636e\u670d\u52a1\u548c\u6570\u636e\u4ea7\u54c1\uff0c\u4f8b\u5982\uff1aBI\u62a5\u8868\u5e94\u7528\u3001\u6570\u636e\u63a2\u7d22\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">AI\u4e2d\u53f0\u63d0\u4f9b\u5404\u79cd\u667a\u80fd\u670d\u52a1\u548c\u667a\u80fd\u4ea7\u54c1\uff0c\u5e76\u627f\u62c5\u590d\u6742\u7684\u5b66\u4e60\u9884\u6d4b\u7c7b\u667a\u80fd\u9700\u6c42\u7814\u53d1\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u6570\u636e\u6807\u6ce8\u7b49\u80fd\u529b\u3002\u4f8b\u5982\uff1a\u6a21\u578b\u9884\u6d4b\u3001\u667a\u80fd\u63a8\u8350\u7b49\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u5176\u6b21\uff0c\u6570\u636e\u4e2d\u53f0\u548cAI\u4e2d\u53f0\u662f\u76f8\u4e92\u4f9d\u5b58\uff0c\u76f8\u4e92\u652f\u6301\u7684\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">AI\u4e2d\u53f0\u4f9d\u6258\u6570\u636e\u4e2d\u53f0\u63d0\u4f9b\u7684\u6570\u636e\u80fd\u529b\u548c\u5de5\u5177\u96c6\uff0c\u52a0\u901fAI\u76f8\u5173\u670d\u52a1\u7684\u5f00\u53d1\u548c\u590d\u7528\uff0c\u6765\u5e94\u5bf9\u524d\u53f0\u667a\u80fd\u5316\u7684\u4e1a\u52a1\u9700\u6c42\u3002\u6709\u4e86\u6570\u636e\u4e2d\u53f0\u6e05\u6d17\u597d\u7684\u6570\u636e\uff0c\u642d\u5efa\u667a\u80fd\u9879\u76ee\u80fd\u591f\u4e8b\u534a\u529f\u500d\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u4e2d\u53f0\u4e5f\u9700\u8981\u4f7f\u7528AI\u4e2d\u53f0\u7684\u667a\u80fd\u5316\u80fd\u529b\uff0c\u4f7f\u5f97\u6570\u636e\u4f7f\u7528\u66f4\u52a0\u5e73\u6c11\u5316\u548c\u667a\u80fd\u5316\u3002\u4f8b\u5982\u589e\u5f3a\u578bBI\u5206\u6790\uff1a\u901a\u7528\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u65b9\u5f0f\uff0c\u964d\u4f4eBI\u4f7f\u7528\u95e8\u69db\uff1b\u901a\u8fc7AI\u5206\u6790\u7ed9\u51fa\u53c2\u4e0e\u5efa\u8bae\uff0c\u5e2e\u52a9\u666e\u901a\u7528\u6237\u5728\u6ca1\u6709\u6570\u636e\u4e13\u5bb6\u7684\u60c5\u51b5\u4e0b\u6709\u6548\u8bbf\u95ee\u6570\u636e\uff1b\u589e\u5f3a\u578b\u6570\u636e\u7ba1\u7406\uff1a\u5229\u7528\u673a\u5668\u5b66\u4e60\u6765\u7ba1\u7406\u6570\u636e\uff0c\u5305\u62ec\u6570\u636e\u8d28\u91cf\u3001\u5143\u6570\u636e\u7ba1\u7406\u3001\u4e3b\u6570\u636e\u7ba1\u7406\u7b49\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #3daad6\">1.4 AI\u4e2d\u53f0\u9700\u8981\u89e3\u51b3\u7684\u75db\u70b9<\/span><\/h3>\n<p><span style=\"font-size: 15px\">\u5728\u8fc7\u53bb\uff0c\u5f88\u591a\u7b97\u6cd5\u56e2\u961f\u66f4\u50cf\u662f\u7b97\u6cd5\u5916\u5305\u56e2\u961f\uff0c\u6839\u636e\u4e0d\u540c\u4e1a\u52a1\u7ebf\u7684\u9700\u6c42\uff0c\u5404\u81ea\u6784\u5efa\u9635\u5730\uff0c\u9010\u4e2a\u653b\u514b\u76ee\u6807\u3002\u8fd9\u6837\u7684\u5f62\u5f0f\u867d\u7136\u4e5f\u53d6\u5f97\u4e86\u5f88\u591a\u6210\u7ee9\uff0c\u4f46\u5b58\u5728\u91cd\u590d\u5efa\u8bbe\u3001\u6548\u7387\u6709\u9650\u7684\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u6211\u4eec\u5c06\u8fd9\u4e9b\u95ee\u9898\u603b\u7ed3\u5982\u4e0b\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u201c\u70df\u56f1\u5f0f\u201d\u5f00\u53d1\uff0c\u9879\u76ee\u6210\u672c\u9ad8\u3001\u4e0d\u6613\u96c6\u6210\uff0c\u8fc7\u7a0b\u91cd\u590d\uff0c\u7f3a\u4e4f\u80fd\u529b\u6c89\u6dc0\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6a21\u578b\u8bbf\u95ee\u65b9\u5f0f\u5404\u5f02\uff0c\u8c03\u7528\u5173\u7cfb\u9519\u7efc\u590d\u6742\uff0c\u7f3a\u4e4f\u7f16\u6392\u4f18\u5316\u3001\u534f\u540c\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u624b\u5de5\u8fdb\u884c\u6570\u636e\u64cd\u4f5c\uff0c\u7f3a\u5c11\u7edf\u4e00\u6570\u636e\u8bbf\u95ee\u6e20\u9053\uff0c\u6570\u636e\u83b7\u53d6\u96be\u3001\u6807\u51c6\u4e0d\u7edf\u4e00\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6a21\u578b\u7814\u53d1\u7f3a\u4e4f\u6807\u51c6\u6307\u5bfc\u3001\u53c2\u4e0e\u89d2\u8272\u4f17\u591a\uff0c\u7f3a\u5c11\u534f\u540c\u3001\u81ea\u52a8\u5316\u8f85\u52a9\uff0c\u96be\u4ee5\u6709\u6548\u7ba1\u7406\u6c9f\u901a\u534f\u4f5c\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6a21\u578b\u4ea4\u4ed8\u96be\uff0c\u7f3a\u5c11\u7edf\u4e00\u7684\u6a21\u578b\u8fd0\u884c\u3001\u76d1\u63a7\u5e73\u53f0\u3001\u670d\u52a1\u7ba1\u7406\u63a5\u53e3\u53ca\u66f4\u65b0\u3001\u7ef4\u62a4\u673a\u5236\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u57fa\u7840\u8d44\u6e90\u5206\u6563\u9694\u79bb\uff0c\u65e0\u6cd5\u52a8\u6001\u8fdb\u884c\u8d44\u6e90\u7684\u5206\u914d\u548c\u7ba1\u7406\uff0c\u9020\u6210\u6d6a\u8d39\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\"><strong>\u8fd9\u4e9b\u90fd\u662fAI\u4e2d\u53f0\u9700\u8981\u89e3\u51b3\u7684\u75db\u70b9\uff0c\u9488\u5bf9\u4ee5\u4e0a\u75db\u70b9\uff0c\u6211\u4eec\u5e0c\u671b\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u5bf9\u4e8e\u7b97\u6cd5\u3001\u6a21\u578b\u7684\u6807\u51c6\u5316\u5e73\u53f0\u5316\uff0c\u5bf9\u7814\u53d1\u8fc7\u7a0b\u6807\u51c6\u5316\u6307\u5bfc\uff0c\u4ee5\u63d0\u9ad8\u53ef\u590d\u7528\u6027\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7edf\u4e00\u7684\u670d\u52a1\u63a5\u53e3\u89c4\u8303\uff0c\u652f\u6301\u670d\u52a1\u7684\u52a8\u6001\u7f16\u6392\u7ec4\u5408\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4e0e\u6570\u636e\u4e2d\u53f0\u5bf9\u63a5\uff0c\u5229\u7528\u6570\u636e\u4e2d\u53f0\u7684\u80fd\u529b\u5bf9\u6570\u636e\u8fdb\u884c\u6807\u51c6\u5316\u5904\u7406\u548c\u9884\u5904\u7406\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6d41\u7a0b\u4f18\u5316\uff0c\u6e05\u6670\u89d2\u8272\u5b9a\u4e49\uff0c\u6784\u5efaAI\u4ea7\u54c1\u6d41\u6c34\u7ebf\uff0c\u5177\u5907\u73af\u8282\u5185\u90e8\u3001\u73af\u8282\u4e4b\u95f4\u7684\u81ea\u52a8\u8fed\u4ee3\u3001\u6d41\u8f6c\u529f\u80fd\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u63d0\u4f9b\u7edf\u4e00\u7684\u6a21\u578b\u4ea4\u4ed8\u90e8\u7f72\u3001\u8fd0\u884c\u73af\u5883\u548c\u76d1\u63a7\u80fd\u529b\uff0c\u4ee5\u53ca\u6a21\u578b\u66f4\u65b0\u673a\u5236\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7edf\u4e00\u8d44\u6e90\u7ba1\u7406\uff0c\u5305\u62ec\u8ba1\u7b97\u8d44\u6e90\u3001\u5b58\u50a8\u8d44\u6e90\u7b49\uff0c\u652f\u6301\u8d44\u6e90\u5f39\u6027\u8c03\u5ea6\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\"><strong>\u603b\u7ed3\u8d77\u6765\u5c31\u662f\uff1a<\/strong><\/span><span style=\"font-size: 15px\"><strong>\u53ef\u590d\u7528\u5316\u3001\u670d\u52a1\u7edf\u4e00\u5316\u3001\u5bf9\u63a5\u6570\u636e\u4e2d\u53f0\u3001\u6d41\u7a0b\u89d2\u8272\u4f18\u5316\u3001\u8fd0\u884c\u76d1\u63a7\u5316\u548c\u8d44\u6e90\u7ba1\u63a7\u5316\uff0c\u6700\u7ec8\u8ba9AI\u4e2d\u53f0\u6210\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684AI\u80fd\u529b\u652f\u6301\u4e2d\u5fc3\uff0c\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u5feb\u901f\u63d0\u4f9b\u706b\u529b\u652f\u63f4\uff0c\u8fc5\u901f\u5b8c\u6210\u5546\u4e1a\u4ef7\u503c\u3002<\/strong><\/span><\/p>\n<h3><span style=\"color: #3daad6\">1.5 AI\u4e2d\u53f0\u5e73\u53f0\u67b6\u6784<\/span><\/h3>\n<p><span style=\"font-size: 15px\">\u4e0b\u9762\u4ecb\u7ecdAI\u4e2d\u53f0\u7684\u5e73\u53f0\u67b6\u6784\u3002<\/span><\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u6700\u4e0b\u9762\u662f\u6570\u636e\u4e2d\u53f0\uff0c\u63d0\u4f9b\u6570\u636e\u5904\u7406\u3001\u6570\u636e\u5206\u6790\u3001\u6570\u636e\u7ba1\u7406\u3001\u6570\u636e\u5b89\u5168\u3001\u6570\u636e\u670d\u52a1\u7b49\u80fd\u529b\u3002\u6700\u4e0a\u9762\u662f\u4e1a\u52a1\u524d\u53f0\uff0c\u5305\u62ec\u5404\u6761\u4e1a\u52a1\u7ebf\u3002AI\u4e2d\u53f0\u5904\u4e8e\u6570\u636e\u4e2d\u53f0\u548c\u4e1a\u52a1\u524d\u53f0\u7684\u4e2d\u95f4\u4f4d\u7f6e\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5982\u56fe\u6240\u793a\uff0c<strong>\u6574\u4e2aAI\u4e2d\u53f0\u7531\u51e0\u4e2a\u6a21\u5757\u7ec4\u6210\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">AIHub\u667a\u80fd\u670d\u52a1\uff1a\u4ee5\u670d\u52a1\u7684\u65b9\u5f0f\u5c06\u6a21\u578b\u5c01\u88c5\u8d77\u6765\uff0c\u63d0\u4f9b\u6a21\u578b\u670d\u52a1\u8fd0\u884c\u5e73\u53f0\u80fd\u529b\u3002\u5305\u62ec\u6a21\u578b\u53d1\u5e03\u6d4b\u8bd5\u3001\u81ea\u52a8\u90e8\u7f72\u3001\u6a21\u578b\u66f4\u65b0\u3001\u6a21\u578b\u4ea4\u4ed8\u3001\u4ea7\u54c1\u5c01\u88c5\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">AIMon\u5e73\u53f0\u76d1\u63a7\uff1a\u5bf9\u8fd0\u884c\u7684\u6a21\u578b\u8fdb\u884c\u76d1\u63a7\u548c\u9884\u8b66\uff0c\u63d0\u4f9b\u5e73\u53f0\u7684\u76d1\u63a7\u670d\u52a1\u3002\u5305\u62ec\u6027\u80fd\u6d4b\u8bd5\u3001\u72b6\u6001\u53cd\u9988\u3001\u9884\u8b66\u901a\u77e5\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">AIKit\u667a\u80fd\u5de5\u5177\u7bb1\uff1a\u63d0\u4f9b\u8f7b\u91cf\u7ea7\u3001\u4f4e\u4fb5\u5165\u7684AI\u5de5\u5177\u670d\u52a1\uff0cAI\u5e94\u7528\u56e2\u961f\u53ef\u4ee5\u81ea\u7531\u9009\u7528\u3002\u4f8b\u5982\uff1a\u901a\u8fc7\u65e0\u7f1d\u5d4c\u5165python\u8bed\u8a00\u5f00\u53d1\u73af\u5883\uff0cMoonbox\u53ef\u4ee5\u63d0\u4f9b\u865a\u62df\u67e5\u8be2\u6570\u636e\u3001\u6df7\u7b97\u6570\u636e\u7b49\u80fd\u529b\u3002\u4e5f\u63d0\u4f9b\u6570\u636e\u6807\u6ce8\u80fd\u529b\uff0c\u5305\u62ec\u7ed3\u6784\u5316\u6570\u636e\uff0c\u4ee5\u53ca\u6587\u5b57\u3001\u56fe\u50cf\u7b49\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u5728\u7ebf\u6807\u6ce8\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">AIMgt\u4e2d\u53f0\u7ba1\u7406\uff1aAI\u4e2d\u53f0\u7684\u4e00\u4e9b\u901a\u7528\u7ba1\u7406\u80fd\u529b\u3002\u5305\u62ec\uff1a\u89d2\u8272\u6743\u9650\u3001\u79df\u6237\u7ba1\u7406\u3001\u6d41\u7a0b\u63a7\u5236\u3001\u8d44\u6e90\u7ba1\u7406\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">AILab\u667a\u80fd\u8bd5\u9a8c\u5ba4\uff1a\u63d0\u4f9b\u6807\u51c6\u7684\u6a21\u578b\u8bad\u7ec3\u4e0e\u4f18\u5316\u8fc7\u7a0b\u652f\u6301\u3002\u5305\u62ec\u6a21\u578b\u8bbe\u8ba1\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u7279\u5f81\u5904\u7406\u3001\u6a21\u578b\u8ffd\u8e2a\u3001\u6a21\u578b\u8bc4\u4f30\u3001\u7b97\u6cd5\u5e93\u3001\u6a21\u578b\u5e93\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">AIAsset\u667a\u80fd\u8d44\u4ea7\uff1a\u7528\u4e8e\u6a21\u578b\u8d44\u4ea7\u7ba1\u7406\uff0c\u5b9e\u73b0AI\u80fd\u529b\u6c89\u6dc0\u3001\u590d\u7528\u3001\u76d8\u70b9\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">CUI\u4f1a\u8bdd\u5f0fUI\uff1a\u8fd9\u662f\u6211\u4eecAI\u4e2d\u53f0\u7684\u4e00\u4e2a\u4ea7\u54c1\uff0c\u5c31\u662f\u63a5\u4e0b\u6765\u6211\u4eec\u8981\u4ecb\u7ecd\u7684\u53ef\u7528\u4e8e\u95ee\u7b54\u3001\u95f2\u804a\u3001\u4efb\u52a1\u3001\u63a8\u8350\u7b49\u573a\u666f\u7684\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u4ece\u673a\u5668\u4eba\u5e73\u53f0\u7684\u89d2\u5ea6\u4e5f\u5305\u542b\u8bed\u97f3\u5916\u547c\u673a\u5668\u4eba\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #3daad6\">1.6 AI\u4e2d\u53f0\u7684\u80fd\u529b\u67b6\u6784<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u4e0a\u56fe\u5c55\u793aAI\u4e2d\u53f0\u7684\u80fd\u529b\u67b6\u6784\u3002\u6211\u4eec\u4ee5\u80fd\u529b\u7684\u89d2\u5ea6\u6765\u63cf\u8ff0AI\u4e2d\u53f0\u5bf9\u5916\u8f93\u51fa\u3002\u9664\u4e86\u524d\u6587\u4ecb\u7ecd\u7684\u670d\u52a1\u8fd0\u884c\u80fd\u529b\u3001\u76d1\u63a7\u9884\u8b66\u80fd\u529b\u3001\u8d44\u6e90\u7ba1\u7406\u80fd\u529b\uff08\u5c31\u662f\u56fe\u4e2d\u5de6\u8fb9\u7684\u51e0\u4e2a\u6a21\u5757\uff09\u4ee5\u5916\uff0c\u6211\u4eec\u628aAI\u4e2d\u53f0\u7684\u80fd\u529b\u5206\u4e3a4\u5c42\uff1a<\/span><\/p>\n<h4>1\uff09\u5e73\u53f0\u5c42<\/h4>\n<p><span style=\"font-size: 15px\">\u6bd4\u5982\u6570\u636e\u83b7\u53d6\u80fd\u529b\u3001\u5728\u7ebf\u8bad\u7ec3\u80fd\u529b\u3001\u5728\u7ebf\u6807\u6ce8\u80fd\u529b\u3001\u7279\u5f81\u5de5\u7a0b\u80fd\u529b\u3001\u81ea\u52a9\u8bad\u7ec3\u80fd\u529b\u7b49\u3002\u8fd9\u4e9b\u80fd\u529b\u662f\u901a\u8fc7AI\u5de5\u5177\u96c6\u548cAIlab\u6765\u5b9e\u73b0\u7684\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd9\u5c42\u7684\u7528\u6237\u4e3b\u8981\u5305\u62ec\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff08AI\u4e2d\u53f0\u3001AI\u56e2\u961f\uff09\uff0c\u4ed6\u4eec\u53ef\u4ee5\u4f7f\u7528AI\u4e2d\u53f0\u63d0\u4f9b\u7684\u5e73\u53f0\u5c42\u80fd\u529b\u6765\u8fdb\u884c\u5728\u7ebf\u8bad\u7ec3\u3001\u590d\u7528\u7b97\u6cd5\u5e93\u3001\u590d\u7528\u5e73\u53f0\u8ba1\u7b97\u8d44\u6e90\u3001\u8fdb\u884c\u5404\u79cd\u5b9e\u9a8c\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u9ad8\u7ea7\u7814\u53d1\u4eba\u5458\u3001\u6570\u636e\u5206\u6790\u4eba\u5458\uff0c\u4ed6\u4eec\u53ef\u4ee5\u4f7f\u7528AI\u4e2d\u53f0\u7684\u81ea\u52a9\u8bad\u7ec3\u80fd\u529b\uff0c\u8fdb\u884c\u81ea\u52a9\u8bad\u7ec3\uff0c\u4f8b\u5982\uff1a\u6839\u636e\u81ea\u5df1\u5df2\u7ecf\u6807\u6ce8\u597d\u7684\u6570\u636e\uff0c\u81ea\u52a9\u8bad\u7ec3\u5206\u7c7b\u6a21\u578b\u3002<\/span><\/li>\n<\/ul>\n<h4>2\uff09AI\u6280\u672f\u5c42<\/h4>\n<p><span style=\"font-size: 15px\">AI\u6280\u672f\u5c42\u4e3b\u8981\u63d0\u4f9b\uff1aAI\u57fa\u7840\u80fd\u529b\uff0c\u5305\u62ec\u8bcd\u6cd5\u5206\u6790\u3001\u8bed\u97f3\u5408\u6210\u3001\u6587\u7ae0\u5206\u7c7b\u3001\u56fe\u50cf\u8bc6\u522b\u7b49\uff0c\u8fd9\u4e9b\u672c\u8d28\u4e0a\u662fAI\u6280\u672fNLP\u3001\u8bed\u97f3\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u5927\u5206\u7c7b\u91cc\u7684\u80fd\u529b\u3002<\/span><\/p>\n<h4>3\uff09AI\u4e1a\u52a1\u5c42<\/h4>\n<p><span style=\"font-size: 15px\">AI\u4e1a\u52a1\u5c42\u4e3b\u8981\u63d0\u4f9bAI\u6280\u672f\u4e0e\u4e1a\u52a1\u76f8\u7ed3\u5408\u540e\u80fd\u63d0\u4f9b\u7684\u80fd\u529b\uff0c\u6bd4\u5982\uff1a\u8bc4\u8bba\u89c2\u70b9\u63d0\u53d6\u3001\u6587\u7ae0\u6807\u7b7e\u3001\u5361\u8bc1\u7c7b\u8bc6\u522b\u3001\u4eba\u8138\u8bc6\u522b\u3001\u89c6\u9891\u5ba1\u67e5\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>AI\u6280\u672f\u5c42\u548c\u4e1a\u52a1\u5c42\u7684\u533a\u522b\u5728\u4e8e<\/strong><\/span><span style=\"font-size: 15px\">\uff1aAI\u6280\u672f\u5c42\u4e3b\u8981\u63d0\u4f9bAI\u57fa\u7840\u80fd\u529b\uff0c\u6bd4\u5982NLP\u3001CV\u3001\u8bed\u97f3\u3001\u89c6\u9891\u7b49\u3002\u800cAI\u4e1a\u52a1\u5c42\u4e3b\u8981\u662f\u5c06AI\u6280\u672f\u4e0e\u5177\u4f53\u7684\u4e1a\u52a1\u573a\u666f\u7ed3\u5408\u8d77\u6765\uff0c\u4f8b\u5982\u8eab\u4efd\u8bc1\u8bc6\u522b\u3001\u5b66\u5386\u8bc6\u522b\u3001\u9a8c\u8bc1\u7801\u8bc6\u522b\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd9\u4e24\u5c42\u7684\u7528\u6237\u662f\uff1a\u4e1a\u52a1\u56e2\u961f\u7684\u5e94\u7528\u5f00\u53d1\u4eba\u5458\uff0c\u53ef\u4ee5\u76f4\u63a5\u8c03\u7528\u667a\u80fd\u670d\u52a1\uff0c\u4ece\u800c\u5b9e\u73b0\u4e1a\u52a1\u573a\u666f\u667a\u80fd\u5316\uff0c\u4f8b\u5982\uff1a\u77ed\u6587\u672c\u76f8\u4f3c\u5ea6\u3001\u8bed\u8a00\u5408\u6210\u3001\u7968\u636e\u8bc6\u522b\u7b49\u3002<\/span><\/p>\n<h4>4\uff09\u4ea7\u54c1\u5c42<\/h4>\n<p><span style=\"font-size: 15px\">\u8fd9\u4e00\u5c42\u4ee5\u4ea7\u54c1\u7684\u5f62\u5f0f\u5bf9\u5916\u63d0\u4f9b\u670d\u52a1\uff0c\u4f8b\u5982\uff1a\u667a\u80fd\u673a\u5668\u4eba\u4ea7\u54c1\u3001\u77e5\u8bc6\u56fe\u8c31\u4ea7\u54c1\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd9\u5c42\u7684\u7528\u6237\u662f\uff1a\u516c\u53f8\u7684\u4e1a\u52a1\u4eba\u5458\u6216\u516c\u53f8\u7684\u76f4\u63a5\u5ba2\u6237\uff0c\u4ed6\u4eec\u901a\u8fc7\u76f4\u63a5\u4f7f\u7528\u4ea7\u54c1\u5c31\u53ef\u4ee5\u83b7\u5f97\u7ed3\u679c\uff0c \u4f8b\u5982\uff1a\u673a\u5668\u4eba\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u4e0a\u97623\u5c42\u90fd\u5c5e\u4e8eAI\u8d44\u4ea7\u3002\u4ece\u5f71\u54cd\u529b\u89d2\u5ea6\u6765\u770b\uff0c\u4ea7\u54c1\u5c42\u7684\u5f71\u54cd\u529b\u6700\u5927\uff0c\u4f9d\u6b21\u4e0b\u6765\u662f\u4e1a\u52a1\u5c42\u3001\u6280\u672f\u5c42\uff0c\u6700\u540e\u662f\u5e73\u53f0\u5c42\u3002\u6211\u4eec\u5728AI\u4e2d\u53f0\u7684\u5b9e\u65bd\u8def\u5f84\u4e0a\uff0c\u4e5f\u4f1a\u6309\u7167\u8fd9\u4e2a\u4f18\u5148\u7ea7\u53bb\u6784\u5efa\u548c\u5b9e\u65bd\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">1.7 AI\u4e2d\u53f0\u7684\u5efa\u8bbe\u601d\u8def-\u5f00\u653e\u6027<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u6570\u636e\u4e2d\u53f0\u7684\u53e3\u53f7\u662f\u5e73\u6c11\u5316\u548c\u654f\u6377\u5316\u3002<\/strong><\/span><span style=\"font-size: 15px\"><strong>AI\u4e2d\u53f0\u7684\u53e3\u53f7\u662f\u5f00\u653e\u5316\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">AI\u4e2d\u53f0\u7684\u5efa\u8bbe\u601d\u8def\u662f\u5e0c\u671b\u591a\u65b9\u8054\u5408\uff0c\u516c\u5f00\u900f\u660e\uff0c\u5e7f\u6cdb\u53c2\u4e0e\uff0c\u534f\u5546\u4e00\u81f4\u4fc3\u8fdbAI\u80fd\u529b\u6c89\u6dc0\uff0c\u52a0\u5f3aAI\u670d\u52a1\u590d\u7528\uff0c\u964d\u672c\u589e\u6548\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u6211\u4eec\u66f4\u52a0\u5173\u6ce8\u4e8e\u901a\u7528\u6027\u7684AI\u9700\u6c42\uff0c\u4e3a\u5404\u4e2a\u9886\u57df\u7684AI\u5e94\u7528\u56e2\u961f\u63d0\u4f9b\u901a\u7528\u5316\u667a\u80fd\u670d\u52a1<\/strong><\/span><span style=\"font-size: 15px\">\u3002\u5f3a\u8c03\u5e73\u53f0\u6027\u548c\u53ef\u590d\u7528\u6027\uff0c\u9f13\u52b1\u57fa\u7840\u7c7b\u3001\u573a\u666f\u7c7bAI\u670d\u52a1\u7684\u901a\u7528\u5316\u3001\u5e73\u53f0\u5316\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5e7f\u6cdb\u652f\u6301\u5927\u4e2d\u5c0f\u4e1a\u52a1\u9886\u57dfAI\u5e94\u7528\u56e2\u961f\u9762\u4e34\u7684\u5927\u91cf\u667a\u80fd\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u6a21\u578b\u5b66\u4e60\u5e73\u53f0\u4e0e\u6a21\u578b\u8fd0\u884c\u76d1\u63a7\u6258\u7ba1\u670d\u52a1\u4ee5\u53ca\u901a\u7528\u7684AI\u5de5\u5177\uff0c\u65b9\u4fbf\u524d\u53f0\u4e1a\u52a1\u5feb\u901f\u4e0a\u7ebf\u667a\u80fd\u5e94\u7528\u3002\u5728\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u4e5f\u4f1a\u5145\u5206\u5229\u7528\u5305\u62ec\u6570\u636e\u4e2d\u53f0\u5728\u5185\u7684\u73b0\u6709\u6280\u672f\u8d44\u6e90\uff0c\u5e76\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u5f3a\u5f31\u548c\u91cd\u8981\u6027\u6765\u786e\u5b9a\u5b9e\u65bd\u8def\u7ebf\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u6211\u4eec\u5e0c\u671bAI\u4e0d\u518d\u662f\u9526\u4e0a\u6dfb\u82b1\uff0c\u800c\u662f\u5fc5\u5907\u7684\u80fd\u529b\uff0c\u8ba9\u5f00\u53d1\u8005\u91cd\u65b0\u56de\u5f52\u5230\u4e1a\u52a1\u7684\u7406\u89e3\u548c\u521b\u610f\u7684\u8d5b\u9053\u4e0a\u6765\uff0c\u5173\u6ce8\u81ea\u5df1\u7684\u4e1a\u52a1\u903b\u8f91<\/strong><\/span><span style=\"font-size: 15px\">\u3002AI\u80fd\u529b\u5c06\u4f1a\u5168\u90e8\u5f00\u653e\u7ed9\u5f00\u53d1\u8005\u548c\u4f7f\u7528\u8005\uff0c\u8fd9\u4e9b\u80fd\u529b\u5305\u62ec\u8bed\u97f3\u3001\u89c6\u9891\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u77e5\u8bc6\u56fe\u8c31\u7b49\uff0c\u6211\u4eec\u4f1a\u5c06\u8fd9\u4e9b\u80fd\u529b\u5c01\u88c5\u597d\uff0c\u5f00\u53d1\u8005\u76f4\u63a5\u8c03\u7528\u5c31\u53ef\u4ee5\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p style=\"text-align: center\"><span style=\"color: #3daad6\"><strong>\u4e8c\u3001\u673a\u5668\u4eba\u5e73\u53f0\u7684\u80cc\u666f\u3001\u8bbe\u8ba1\u7406\u5ff5\u548c\u6280\u672f\u67b6\u6784<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #3daad6\">2.1 \u667a\u80fd\u804a\u5929\u673a\u5668\u4eba<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u57fa\u4e8e\u4e2d\u53f0\u5316\u601d\u60f3\uff0c\u6211\u4eec\u662f\u5982\u4f55\u5efa\u8bbe\u673a\u5668\u4eba\u5e73\u53f0\u7684\uff1f<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\uff0c\u662f\u4e00\u79cd\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6a21\u62df\u4eba\u7c7b\u8fdb\u884c\u5bf9\u8bdd\u7684\u7a0b\u5e8f\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u76ee\u524d\uff0c\u7279\u5b9a\u573a\u666f\u548c\u9886\u57df\u7684\u804a\u5929\u673a\u5668\u4eba\u5df2\u7ecf\u5c55\u73b0\u51fa\u4e86\u5f88\u9ad8\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e0e\u5904\u7406\u80fd\u529b\uff0c\u4f8b\u5982\uff1a\u5c0f\u5ea6\u3001Siri\u3001\u5c0f\u7231\u540c\u5b66\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u4ee3\u66ff\u4f01\u4e1a\u4e2d\u76f8\u5bf9\u56fa\u5316\u3001\u91cd\u590d\u7684\u4eba\u529b\u5bc6\u96c6\u578b\u4efb\u52a1\u6216\u6d41\u7a0b<\/strong><\/span><span style=\"font-size: 15px\">\uff0c\u5305\u62ec\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u95ee\u9898\u54a8\u8be2\uff1a\u57fa\u4e8e\u4e1a\u52a1\u77e5\u8bc6\u5e93\u8fdb\u884c\u4e1a\u52a1\u95ee\u9898\u89e3\u7b54\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u68c0\u7d22\uff1a\u7eb5\u8de8\u5404\u4e1a\u52a1\u7cfb\u7edf\u6216\u6570\u636e\u5e93\uff0c\u68c0\u7d22\u6570\u636e\u6216\u6587\u6863\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4e1a\u52a1\u5904\u7406\uff1a\u5bf9\u63a5\u76f8\u5173\u4e1a\u52a1\u7cfb\u7edf\u8f6c\u8fbe\u6307\u4ee4\uff0c\u5b8c\u6210\u76f8\u5e94\u4e1a\u52a1\u64cd\u4f5c\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\"><strong>\u5178\u578b\u7684\u5e94\u7528\u573a\u666f\uff1a<\/strong><\/span><span style=\"font-size: 15px\">\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u9664\u4e86\u53ef\u4ee5\u95f2\u804a\u4ee5\u5916\uff0c\u8fd8\u53ef\u4ee5\u7528\u5728\u95ee\u7b54\u4f5c\u4e3a\u95ee\u7b54\u673a\u5668\u4eba\uff0c\u56de\u7b54\u4e13\u4e1a\u9886\u57df\u7684\u95ee\u9898\uff1b\u4f5c\u4e3a\u4efb\u52a1\u673a\u5668\u4eba\u5b8c\u6210\u7ebf\u4e0a\uff0c\u751a\u81f3\u90e8\u5206\u7ebf\u4e0b\u7684\u4efb\u52a1\uff1b\u4f5c\u4e3a\u63a8\u8350\u673a\u5668\u4eba\uff0c\u63a8\u8350\u6587\u7ae0\u3001\u97f3\u4e50\u3001\u4ea7\u54c1\uff1b\u4f5c\u4e3a\u52a9\u7406\u673a\u5668\u4eba\uff0c\u96c6\u6210\u4ee5\u4e0a\u5404\u79cd\u529f\u80fd\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u5bf9\u5916\u63d0\u4f9b\u5ba2\u6237\u670d\u52a1\u3001\u5bf9\u5185\u8fdb\u884c\u4e1a\u52a1\u8f85\u52a9\uff0c\u5b9e\u73b0\u5168\u65b9\u4f4d\u7684\u6548\u80fd\u63d0\u5347\uff0c\u964d\u672c\u589e\u6548\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">2.2 \u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u7684\u672c\u8d28\uff1a\u4f1a\u8bdd\u5f0fUI<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u7684\u672c\u8d28\u662f\u4f1a\u8bdd\u5f0fUI\u3002<\/strong><\/span><span style=\"font-size: 15px\"><strong>\u4f1a\u8bdd\u5f0fUI\u662f\u901a\u8fc7\u4f1a\u8bdd\u5f62\u5f0f\u5c06\u5df2\u6709\u6570\u636e\u3001\u529f\u80fd\u3001\u670d\u52a1\u5c55\u793a\u7ed9\u7528\u6237\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u4f1a\u8bdd\u5f0fUI<\/strong><\/span><span style=\"font-size: 15px\">\u4e0e\u4f20\u7edfUI\u76f8\u6bd4\uff0c<strong>\u5177\u6709\u72ec\u7279\u7684\u4f18\u52bf\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u63d0\u9ad8\u7528\u6237\u6ce8\u610f\u529b\u3002\u5728\u4fe1\u606f\u788e\u7247\u5316\u7684\u4eca\u5929\uff0c\u7528\u6237\u6ce8\u610f\u529b\u6301\u7eed\u96c6\u4e2d\u7684\u65f6\u95f4\u4e0d\u591a\uff0c\u4eba\u4eec\u5f88\u5bb9\u6613\u4e3a\u5404\u79cd\u4e8b\u60c5\u5206\u5fc3\u3002\u5728\u4f1a\u8bdd\u5f0fUI\u4e2d\uff0c\u4fe1\u606f\u662f\u6839\u636e\u7528\u6237\u7684\u6307\u4ee4\u9700\u6c42\u9010\u6b65\u63d0\u4f9b\u7684\uff0c\u8fd9\u6837\u7528\u6237\u5c31\u4e0d\u4f1a\u88ab\u65e0\u5173\u7684\u4fe1\u606f\u5e72\u6270\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u51cf\u5c11\u7528\u6237\u7684\u632b\u8d25\u611f\u3002\u5728\u4f1a\u8bdd\u5f0fUI\u4e2d\uff0c\u7528\u6237\u80fd\u8fdb\u884c\u7684\u64cd\u4f5c\u76f8\u5bf9\u6709\u9650\uff0c\u8fd9\u4e5f\u907f\u514d\u4e86\u56e0\u7528\u6237\u884c\u4e3a\u5e26\u6765\u4e0d\u53ef\u63a7\u7684\u9ad8\u9519\u8bef\u95ee\u9898\u3002\u8ba9\u7528\u6237\u505a\u7b80\u5355\u7684\u9009\u62e9\u9898\uff0c\u80fd\u964d\u4f4e\u7528\u6237\u601d\u8003\u7684\u6210\u672c\u548c\u7cfb\u7edf\u9519\u8bef\u7387\uff0c\u6700\u7ec8\u80fd\u591f\u5b9e\u73b0\u8ba9\u7528\u6237\u5feb\u901f\u805a\u7126\u4ed6\u4eec\u60f3\u8981\u7684\u4e1c\u897f\uff0c\u51cf\u5c11\u56e0\u64cd\u4f5c\u5e26\u6765\u7684\u632b\u8d25\u611f\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u66f4\u9ad8\u7684\u6295\u5165\u4ea7\u51fa\u6bd4\u3002\u4f1a\u8bdd\u5f0fUI\u7684\u53e6\u4e00\u4e2a\u4f18\u52bf\u662f\u6027\u4ef7\u6bd4\u9ad8\u3002\u4f1a\u8bdd\u5f0fUI\u7528\u6237\u754c\u9762\u4e0a\u7ebf\u540e\u7acb\u5373\u5c31\u80fd\u6295\u5165\u5de5\u4f5c\uff0c\u4e0d\u9700\u8981\u523b\u610f\u8fdb\u884c\u8bad\u7ec3\u5b66\u4e60\uff0c\u964d\u4f4e\u4e86\u4f7f\u7528\u6210\u672c\uff0c\u5e76\u4e14\u53ef\u4ee5\u6839\u636e\u5546\u4e1a\u903b\u8f91\u53ca\u5e94\u7528\u60c5\u51b5\u968f\u65f6\u5c06\u5bf9\u8bdd\u8bbe\u8ba1\u8fdb\u884c\u8c03\u6574\u4fee\u6539\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u6b63\u5982\u4e09\u661f\u5b9e\u9a8c\u5ba4\u9ad8\u7ea7\u8bbe\u8ba1\u5e08Golden Krishna\u6240\u8bf4\uff1a\u201c\u6700\u597d\u7684\u754c\u9762\u5c31\u662f\u6ca1\u6709\u754c\u9762\u201d\u3002\u5f88\u591a\u4eba\u8ba4\u4e3a\u8bed\u97f3\u4ea4\u4e92\u6bd4\u804a\u5929\u673a\u5668\u4eba\u7684\u5e72\u6270\u66f4\u5c0f\uff0c\u80fd\u63d0\u4f9b\u66f4\u597d\u7684\u4f7f\u7528\u4f53\u9a8c\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd9\u4e5f\u662f\u5bfc\u81f4\u5404\u79cd\u667a\u80fd\u97f3\u7bb1\u5728\u5e02\u573a\u53cd\u54cd\u706b\u7206\u7684\u539f\u56e0\uff0c\u8bed\u97f3\u4ea4\u4e92\u5df2\u7ecf\u8d70\u8fdb\u5343\u5bb6\u4e07\u6237\u3001\u4e16\u754c\u5404\u5730\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">2.3 \u8d8b\u52bf\uff1a\u4f1a\u8bdd\u5f0fUI\u4e0e\u4e1a\u52a1\u96c6\u6210<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u76ee\u524d\u4f1a\u8bdd\u5f0fUI\u4e0e\u4e1a\u52a1\u7cfb\u7edf\u7d27\u5bc6\u96c6\u6210\uff0c\u662f\u53d1\u5c55\u7684\u4e3b\u8981\u8d8b\u52bf<\/strong><\/span><span style=\"font-size: 15px\">\u3002\u901a\u8fc7\u96c6\u6210\u5404\u4e2a\u4e1a\u52a1\u7cfb\u7edf\uff0c\u53ef\u4ee5\u6253\u9020\u51fa\u4e13\u5c5e\u7684\u4e1a\u52a1\u52a9\u624b\u3002\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u62a5\u8868\u67e5\u770b\u3001\u6307\u4ee4\u96c6\u6210\u3001\u77e5\u8bc6\u56fe\u8c31\u67e5\u8be2\u3001\u67e5\u8be2\u90ae\u4ef6\u7b49\u8bf8\u591a\u670d\u52a1\u96c6\u6210\u5230\u4e1a\u52a1\u7cfb\u7edf\u4e2d\uff0c\u5e76\u4e14\u63d0\u4f9b\u6743\u9650\u5ba1\u6838\u7684\u529f\u80fd\uff0c\u4ece\u800c\u6253\u9020\u4e00\u4e2a\u4e13\u5c5e\u7684\u4e1a\u52a1\u52a9\u7406\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u4e00\u4e9b\u884c\u4e1a\u9884\u6d4b\u8ba4\u4e3a\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u672a\u6765\uff0c\u66f4\u6210\u719f\u7684\u6280\u672f\u4f7f\u5f97\u804a\u5929\u673a\u5668\u4eba\u80fd\u591f\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u7528\u6237\u7684\u95ee\u9898\u548c\u610f\u56fe\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5ba2\u6237\u670d\u52a1\u662f\u804a\u5929\u673a\u5668\u4eba\u7684\u4e3b\u6218\u573a\uff0c\u662f\u4ea7\u751f\u6700\u5927\u6548\u76ca\u7684\u9886\u57df\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u804a\u5929\u673a\u5668\u4eba\u5728\u7535\u5546\u3001\u901a\u8baf\u3001\u4fdd\u9669\u3001\u91d1\u878d\u3001\u65c5\u884c\u7b49\u9886\u57df\u5e7f\u6cdb\u5e94\u7528\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4ee5\u5927\u6570\u636e\u7684\u589e\u5f3a\u578b\u5206\u6790\u4e3a\u4f8b\uff0c\u4f7f\u7528\u81ea\u7136\u8bed\u8a00NLP\u7b49\u4ea4\u4e92\u65b9\u5f0f\uff0cBI\u4f7f\u7528\u95e8\u69db\u8fdb\u4e00\u6b65\u964d\u4f4e\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\"><strong>Gartner\u9884\u6d4b\u52302020\u5e74<\/strong><\/span><span style=\"font-size: 15px\">\uff1a50%\u7684\u5206\u6790\u67e5\u8be2\u4f1a\u901a\u8fc7\u641c\u7d22\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6216\u8bed\u97f3\u751f\u6210\uff0c\u6216\u81ea\u52a8\u751f\u6210\u3002\u4e00\u7ebf\u4e1a\u52a1\u5de5\u4f5c\u4eba\u5458\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u4f1a\u8bdd\u5206\u6790\uff0c\u6765\u8fdb\u884c\u5206\u6790\u548c\u4f7f\u7528\u5546\u4e1a\u667a\u80fd\u4ea7\u54c1\u7684\u4f7f\u7528\u7387\u4ece35%\u63d0\u5347\u523050%\u4ee5\u4e0a\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">2.4 \u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5efa\u8bbe\u8fc7\u7a0b<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u63a5\u4e0b\u6765\u8be6\u7ec6\u4ecb\u7ecd\u804a\u5929\u673a\u5668\u4eba\u5efa\u8bbe\u7684\u8fc7\u7a0b\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5efa\u8bbe\u662f\u6709\u96be\u5ea6\u7684<\/strong><\/span><span style=\"font-size: 15px\">\uff0c\u6bd4\u5982\u673a\u5668\u4eba\u7684\u667a\u80fd\u5316\u6838\u5fc3\u5f00\u53d1\u9700\u8981\u4e00\u5b9a\u7684AI\u7814\u53d1\u80fd\u529b\uff1b\u673a\u5668\u4eba\u9700\u8981\u5168\u5957\u7684\u6a21\u578b\u5c01\u88c5\uff0c\u4ee5\u53ca\u6570\u636e\u7ba1\u7406\u3001\u4efb\u52a1\u8c03\u5ea6\u3001\u6743\u9650\u63a7\u5236\u7b49\u5de5\u7a0b\u80fd\u529b\u7684\u652f\u6301\u7b49\uff1b\u5404\u4e1a\u52a1\u7ebf\u5747\u6709\u5e7f\u6cdb\u7684\u9700\u6c42\uff0c\u4e00\u4e2a\u4e2a\u5b9e\u65bd\u8d77\u6765\u5c06\u662f\u5f88\u6f2b\u957f\u7684\u8fc7\u7a0b\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5982\u679c\u6309\u7167\u4e00\u6761\u7ebf\u4e00\u6761\u7ebf\u5efa\u8bbe\u7684\u65b9\u5f0f\uff0c\u5982\u56fe\u6240\u793a\uff0cAI\u540c\u4e8b\u548c\u5e73\u53f0\u540c\u4e8b\u652f\u6301\u7b2c\u4e00\u4e2a\u4e1a\u52a1\u65f6\uff0c\u6ca1\u6709\u5176\u4ed6\u4e1a\u52a1\u7ebf\u7684\u9700\u6c42\u8fdb\u6765\uff0c\u6309\u7167\u9879\u76ee\u7684\u652f\u6301\u80fd\u591f\u5feb\u901f\u54cd\u5e94\u9700\u6c42\uff0c\u8fd9\u65f6\u7684\u4f53\u9a8c\u662f\u5f88\u597d\u7684\uff1b\u800c\u5bf9\u4e8e\u7b2c\u4e8c\u4e2a\u4e1a\u52a1\u6765\u8bf4\uff0c\u6b64\u65f6\u7531\u4e8eAI\u540c\u4e8b\u548c\u5e73\u53f0\u540c\u4e8b\u6b63\u5728\u652f\u6301\u7b2c\u4e00\u4e2a\u4e1a\u52a1\uff0c\u7b2c\u4e8c\u4e2a\u4e1a\u52a1\u7ebf\u7684\u529f\u80fd\u5c31\u4f1a\u6709\u6240\u7f3a\u5931\uff0c\u53ef\u4ee5\u770b\u5230\u56fe\u4e2d\u4e1a\u52a1\u7ebfB\u7684\u673a\u5668\u4eba\u5c11\u4e86\u4e00\u6761\u817f\uff0c\u8fd9\u65f6\u5c31\u4ea7\u751f\u4e86\u7b49\u5f85\uff1b\u5230\u7b2c\u4e09\u6761\u4e1a\u52a1\u7ebf\uff0c\u5df2\u7ecf\u8fdb\u5165\u4e86\u9700\u6c42\u6392\u671f\u9636\u6bb5\uff0cAI\u540c\u4e8b\u548c\u5e73\u53f0\u540c\u4e8b\u5bf9\u8be5\u4e1a\u52a1\u7ebf\u7684\u652f\u6301\u5c31\u5f88\u6709\u9650\u4e86\uff1b\u540c\u6837\u7684\uff0c\u540e\u7eed\u7684\u4e1a\u52a1\u7ebf\u90fd\u5c06\u5904\u4e8e\u7b49\u5f85\u72b6\u6001\uff0c\u5c3d\u7ba1\u4e1a\u52a1\u65b9\u5f88\u751f\u6c14\uff0c\u53efAI\u540c\u4e8b\u548c\u5e73\u53f0\u540c\u4e8b\u5df2\u7ecf\u75b2\u4e8e\u5954\u547d\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u7531\u6b64\u53ef\u4ee5\u770b\u51fa\u8fd9\u79cd<strong>\u70df\u56f1\u5f0f\u673a\u5668\u4eba\u7814\u53d1\u7684\u7f3a\u70b9\uff1a<\/strong><strong>\u8017\u65f6\u957f\u3001\u6210\u672c\u9ad8\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u90a3\u4e48\u5982\u4f55\u624d\u80fd\u9ad8\u6548\u5730\u652f\u6301\u8fd9\u4e9b\u9700\u6c42\u5462\uff1f<\/span><\/p>\n<h3><span style=\"color: #3daad6\">2.5 \u673a\u5668\u4eba\u5de5\u5382<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u4ee5\u4e2d\u53f0\u5316\u601d\u7ef4\u6765\u5efa\u8bbe\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u3002<\/strong><\/span><span style=\"font-size: 15px\"><strong>\u901a\u8fc7\u5e73\u53f0\u5316\u7684\u5efa\u8bbe\u3001\u590d\u7528\u5316\u7684\u601d\u60f3\uff0c\u4f7f\u5f97\u6211\u4eec\u7684\u804a\u5929\u673a\u5668\u4eba\u6210\u4e3a\u804a\u5929\u673a\u5668\u4eba\u5236\u9020\u5de5\u5382\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">AI\u6a21\u578b\u590d\u7528\u5316\uff1aAI\u5de5\u7a0b\u5e08\u6784\u5efa\u901a\u7528AI\u6a21\u578b\uff0c\u4ec5\u9700\u5c11\u91cf\u5177\u4f53\u7684\u4e1a\u52a1\u6570\u636e\u5373\u53ef\u6784\u5efa\u4e00\u4e2a\u4e2a\u6027\u5316\u7684\u673a\u5668\u4eba\u6838\u5fc3\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5de5\u7a0b\u80fd\u529b\u5e73\u53f0\u5316\uff1a\u5e73\u53f0\u5316\u5efa\u8bbe\uff0c\u63d0\u4f9b\u4e00\u5957\u5168\u9762\u7684\u3001\u901a\u7528\u5316\u7684\u673a\u5668\u4eba\u7ba1\u7406\u529f\u80fd\uff0c\u5c06\u5404\u79cd\u80fd\u529b\u6c89\u6dc0\u4e0b\u6765\uff0c\u5b9e\u73b0\u5de5\u7a0b\u6a21\u5757\u548c\u80fd\u529b\u590d\u7528\u5316\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u6211\u4eec\u5728\u6784\u5efa\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5c06\u5404\u4e2a\u4e1a\u52a1\u7ebf\u7684\u9700\u6c42\u548c\u80fd\u529b\u90fd\u96c6\u6210\u5230\u5e73\u53f0\u4e2d\uff0c\u63d0\u4f9b\u7ed9\u4e0d\u540c\u4e1a\u52a1\u7ebf\u4f7f\u7528\uff0c\u5404\u4e1a\u52a1\u7ebf\u90fd\u590d\u7528\u8fd9\u4e9b\u80fd\u529b\uff0c\u5e76\u4e14\u63d0\u4f9b\u6570\u636e\u6743\u9650\u7684\u9ad8\u5ea6\u9694\u79bb\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u6700\u540e\u8fbe\u5230\u673a\u5668\u4eba\u6d41\u6c34\u5f0f\u751f\u4ea7\uff0c\u7ba1\u7406\u529f\u80fd\u9ad8\u5ea6\u590d\u7528\uff0c\u4e1a\u52a1\u7528\u6237\u9ad8\u901f\u63a5\u5165\uff0c\u8fc5\u901f\u8d4b\u80fd\u5168\u90e8\u9886\u57df\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">2.6 \u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u8bbe\u8ba1\u8003\u91cf<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u7684\u8bbe\u8ba1\u8003\u91cf\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u3002<\/strong><\/span><\/p>\n<h4>1\uff09\u5e73\u53f0\u5316or\u9879\u76ee\u5236<\/h4>\n<p><span style=\"font-size: 15px\">\u65e2\u7136\u6211\u4eec\u7528\u5e73\u53f0\u5316\u65b9\u5f0f\u53bb\u5efa\u8bbe\uff0c\u5c31\u5fc5\u7136\u9762\u4e34\u4e00\u4e9b\u95ee\u9898\uff1a\u5e73\u53f0\u5316\u7684\u597d\u5904\u662f\u53ef\u4ee5\u590d\u7528\uff0c\u4e8b\u534a\u529f\u500d\uff1b\u7f3a\u70b9\u662f\u96be\u4ee5\u517c\u5bb9\u4e2a\u6027\u5316\u3002\u6240\u4ee5\u6211\u4eec\u5728\u5e73\u53f0\u5efa\u8bbe\u8fc7\u7a0b\u4e2d\uff0c\u8981\u540c\u65f6\u8003\u8651\u4ec0\u4e48\u6837\u7684\u529f\u80fd\u5c5e\u4e8e\u5e73\u53f0\u3001\u4ec0\u4e48\u6837\u7684\u529f\u80fd\u5c5e\u4e8e\u79df\u6237\u3001\u4ec0\u4e48\u6837\u7684\u529f\u80fd\u5c5e\u4e8e\u516c\u53f8\uff0c\u628a\u516c\u5171\u7684\u529f\u80fd\u8fdb\u884c\u6c89\u6dc0\u3001\u628a\u79df\u6237\u7684\u529f\u80fd\u8fdb\u884c\u5b9a\u5236\u5316\uff0c\u8fd9\u6837\u624d\u80fd\u65e2\u517c\u987e\u5e73\u53f0\u5316\u7684\u4e8b\u534a\u529f\u500d\uff0c\u53c8\u80fd\u6ee1\u8db3\u4e2a\u6027\u5316\u7684\u9700\u6c42\u3002<\/span><\/p>\n<h4>2\uff09\u4e2d\u53f0\u80fd\u529b<\/h4>\n<ul>\n<li><span style=\"font-size: 15px\">\u591a\u79df\u6237\u3002\u6211\u4eec\u4ee5\u591a\u79df\u6237\u7684\u65b9\u5f0f\u5efa\u8bbe\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u57fa\u4e8e\u7528\u6237\u89d2\u8272\u6765\u5b9a\u4e49\u529f\u80fd\uff0c\u5e73\u53f0\u7ba1\u7406\u5458\u548c\u79df\u6237\u529f\u80fd\u8fdb\u884c\u80fd\u529b\u5212\u5206\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u81ea\u52a9\u5316\u3002\u6240\u6709\u529f\u80fd\u81ea\u52a9\u5316\uff0c\u7ba1\u7406\u548c\u8fd0\u7ef4\u5de5\u4f5c\u4e0b\u653e\u7ed9\u79df\u6237\uff0c\u8fd9\u6837\u4e00\u6765\uff0c\u79df\u6237\u5c31\u53ef\u4ee5\u5bf9\u81ea\u5df1\u7684\u673a\u5668\u4eba\u8fdb\u884c\u76f8\u5e94\u7684\u7ba1\u7406\uff0c\u5e73\u53f0\u7684\u7ef4\u62a4\u4e5f\u4f1a\u51cf\u5c11\u5f88\u591a\uff0c\u800c\u4e14\u4e0d\u7528\u518d\u7b49\u6392\u671f\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u9694\u79bb\u548c\u5b89\u5168\u3002\u901a\u8fc7\u8d44\u6e90\u9694\u79bb\uff08\u5305\u62ec\u6570\u636e\u9694\u79bb\u548c\u8bed\u79d1\u9694\u79bb\uff09\u3001\u7b97\u529b\u9694\u79bb\u7b49\u5c06\u6210\u672c\u5206\u644a\u8ba1\u7b97\u51fa\u6765\uff0c\u4e5f\u53ef\u4fdd\u8bc1\u6570\u636e\u4e4b\u95f4\u4e92\u76f8\u4e0d\u5f71\u54cd\u3002\u53e6\u5916\uff0c\u57fa\u4e8e\u529f\u80fd\u89d2\u8272\u548c\u6570\u636e\u89d2\u8272\u7684\u53cc\u91cd\u89d2\u8272\u6b63\u4ea4\u7684\u65b9\u5f0f\u4fdd\u8bc1\u6570\u636e\u5b89\u5168\u3002<\/span><\/li>\n<\/ul>\n<h4>3\uff09\u7edf\u4e00\u95ed\u73af<\/h4>\n<ul>\n<li><span style=\"font-size: 15px\">\u667a\u80fd\u673a\u5668\u4eba\u5e73\u53f0\u662f\u4e00\u4e2a\u5de5\u7a0b\u3001\u7b97\u6cd5\u3001\u8fd0\u8425\u7edf\u4e00\u7684\u7ed3\u679c\u3002\u673a\u5668\u4eba\u4e0d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u7b97\u6cd5\u6a21\u578b\uff0c\u9700\u8981\u6a21\u578b\u8fd0\u884c\u3001\u6570\u636e\u7ba1\u7406\u3001\u6743\u9650\u63a7\u5236\u3001\u4eba\u5de5\u4ecb\u5165\u3001\u5ba2\u6237\u7aef\u652f\u6301\u7b49\uff0c\u8fd8\u9700\u8981\u8fd0\u8425\u7684\u652f\u6301\u548c\u9f13\u52b1\uff0c\u6bd4\u5982\u6211\u4eec\u5e73\u53f0\u4e2d\u5f15\u5165\u7684\u79ef\u5206\u7cfb\u7edf\uff0c\u6839\u636e\u79ef\u5206\u60c5\u51b5\u6765\u5f00\u5c55\u4e00\u4e9b\u8fd0\u8425\u6d3b\u52a8\uff0c\u9f13\u52b1\u5927\u5bb6\u4f7f\u7528\u4e00\u4e9b\u529f\u80fd\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u901a\u8fc7\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u8865\u5145\u95ee\u9898\u3001\u5728\u7ebf\u6807\u6ce8\u3001\u8bed\u6599\u5bfc\u51fa\u3001\u81ea\u52a8\u8bad\u7ec3\u3001\u81ea\u52a8\u4e0a\u7ebf\u5f62\u6210\u5e73\u53f0\u3001\u6570\u636e\u548c\u6a21\u578b\u7684\u95ed\u73af\u3002\u6bd4\u5982\u6211\u4eec\u5f00\u53d1\u4e86\u4f1a\u8bdd\u7ba1\u7406\u6765\u8fdb\u884c\u5728\u7ebf\u6807\u6ce8\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u8865\u5145\u95ee\u9898\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #3daad6\">2.7 \u667a\u80fd\u673a\u5668\u4eba\u5e73\u53f0\u7cfb\u7edf\u67b6\u6784<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u4e0a\u56fe\u6240\u793a\u662f\u667a\u80fd\u673a\u5668\u4eba\u5e73\u53f0\u7684\u7cfb\u7edf\u67b6\u6784\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u6700\u4e0a\u9762\u662f\u673a\u5668\u4eba\u5bf9\u5916\u63d0\u4f9b\u7684\u670d\u52a1\uff0c\u901a\u8fc7Web\u3001APP\u3001Restful API\u5bf9\u5916\u63d0\u4f9b\u670d\u52a1\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4e2d\u95f4\u662f\u4e00\u4e2a\u5fae\u670d\u52a1\u5c42\uff0c\u4f7f\u7528Spring Cloud\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u670d\u52a1\u90fd\u6ce8\u518c\u5728Eureka\u91cc\u3002\u5fae\u670d\u52a1\u5305\u62ec\u4e86\u7f51\u5173\u670d\u52a1\u3001\u8c03\u5ea6\u670d\u52a1\u3001\u5916\u90e8\u670d\u52a1\u3001\u5546\u4e1a\u903b\u8f91\u670d\u52a1\u3001\u6570\u636e\u8bbf\u95ee\u5c42\u3001\u7edf\u8ba1\u670d\u52a1\u3001\u901a\u8baf\u670d\u52a1\u7b49\u3002\u5176\u4e2d\u6d89\u53ca\u5230\u7b97\u6cd5\u9884\u6d4b\u7684\u6a21\u5757\u662f\u5728Python\u7684\u4e00\u4e2a\u670d\u52a1\u91cc\uff0c\u6211\u4eec\u4e5f\u5c06Python\u7684\u670d\u52a1\u6ce8\u518c\u5230Eureka\u91cc\uff0c\u8fd9\u4e5f\u662f\u6211\u4eec\u79f0\u4e4b\u4e3a\u201c\u6a21\u578b\u5373\u670d\u52a1\u201d\u7684\u4e00\u79cd\u601d\u60f3\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5916\u63a5\u8ba4\u8bc1\u7cfb\u7edf\u5305\u62ecLDAP\u3001SSO\u3001PS\u7b49\uff0c\u5916\u63a5\u7cfb\u7edf\u5305\u62ec\u5404\u79cdPC\u7aef\u3001APP\u7aef\u3001\u62a5\u8868\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u5b58\u50a8\u5728Mongo\u4e2d\uff0c\u6587\u6863\u5b58\u50a8\u5728HDFS\u91cc\uff0c\u68c0\u7d22\u4f7f\u7528Eleastic-Search\uff0c\u7edf\u8ba1\u4f7f\u7528Click-house\uff0c\u4eba\u5de5\u540e\u53f0\u901a\u8baf\u7528Rabbit mq\uff0c\u4f1a\u8bdd\u548c\u4e0a\u4e0b\u6587\u7ba1\u7406\u4f7f\u7528Redis\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6574\u4e2a\u5e73\u53f0\u662f\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u652f\u6301\u5bb9\u5668\u5316\uff0c\u652f\u6301\u4f7f\u7528Conductor\u6a21\u578b\u7f16\u6392\uff0c\u7528MQTT\u534f\u8bae\u4ee5\u89e3\u51b3APP\u7aef\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u95ee\u9898\u3002<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p style=\"text-align: center\"><span style=\"color: #3daad6\"><strong>\u4e09\u3001\u673a\u5668\u4eba\u5e73\u53f0\u7684\u6838\u5fc3\u539f\u7406\u548c\u4e3b\u8981\u529f\u80fd\u70b9<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #3daad6\">3.1 \u673a\u5668\u4eba\u7684\u6838\u5fc3\u6280\u672f<\/span><\/h3>\n<p><span style=\"font-size: 15px\">\u524d\u6587\u4ecb\u7ecd\u4e86\u673a\u5668\u4eba\u5e73\u53f0\u7684\u80cc\u666f\u3001\u8bbe\u8ba1\u7406\u5ff5\u548c\u6280\u672f\u67b6\u6784\uff0c\u63a5\u4e0b\u6765\u4ecb\u7ecd\u673a\u5668\u4eba\u5e73\u53f0\u7684\u6838\u5fc3\u539f\u7406\u548c\u4e3b\u8981\u529f\u80fd\u70b9\u3002<\/span><\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u6700\u6838\u5fc3\u7684\u90e8\u5206\u662f\u5bf9\u8bdd\u5f15\u64ce<\/strong><\/span><span style=\"font-size: 15px\">\uff0c\u5bf9\u8bdd\u5f15\u64ce\u5305\u62ec\uff1a<\/span><span style=\"font-size: 15px\">\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b(ASR)\u3001\u81ea\u7136\u8bed\u8a00\u7406\u89e3(NLU)\u3001\u5bf9\u8bdd\u7ba1\u7406(DM)\u3001\u81ea\u7136\u8bed\u8a00\u751f\u6210(NLG)&nbsp;\u548c\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210(TTS)\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5176\u4e2d\uff0c\u81ea\u7136\u8bed\u8a00\u7406\u89e3\uff08NLU\uff09\u7684\u76ee\u6807\u662f\u5c06\u6587\u672c\u8f6c\u6362\u6210\u8bed\u4e49\u8868\u793a\uff0c\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u8bed\u4e49\u5e76\u4e0d\u91cd\u8981\uff0c\u91cd\u8981\u7684\u662f\u6587\u672c\u8f6c\u5316\u6210\u4e86\u8bed\u4e49\u4fe1\u606f\u3002<\/span><span style=\"font-size: 15px\"><strong>\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u5c06\u4eba\u7684\u8bed\u8a00\u8f6c\u5316\u6210\u673a\u5668\u53ef\u4ee5\u7406\u89e3\u7684\u7ed3\u6784\u5316\u7684\u5b8c\u6574\u7684\u8bed\u4e49\uff0c\u8ba9\u673a\u5668\u7406\u89e3\u4eba\u7684\u8bed\u8a00\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u6211\u4eec\u901a\u5e38\u8bf4\u7684NLP\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5176\u5b9e\u662f\u4e00\u4e2a\u5927\u7684\u96c6\u5408\uff0c\u5305\u542b\u4e86NLU\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u548cNLG\u81ea\u7136\u8bed\u8a00\u751f\u6210\uff0c\u5e76\u4e14\u5305\u542b\u4e86\u5b83\u751f\u6210\u4e0a\u9762\u7684\u5904\u7406\u90e8\u5206\u548c\u4e0b\u9762\u7684\u5e94\u7528\u9636\u6bb5\uff0c\u6240\u4ee5NLU\u548cNLG\u90fd\u662fNLP\u7684\u4e00\u4e2a\u5b50\u96c6\uff0c\u5b83\u4eec\u4e0d\u662f\u5e73\u7ea7\u7684\u5173\u7cfb\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>DM\u662f\u5bf9\u8bdd\u7ba1\u7406\u7cfb\u7edf\u7684\u5927\u8111\uff0c\u8d1f\u8d23\u66f4\u65b0\u5bf9\u8bdd\u72b6\u6001\u3002<\/strong><\/span><span style=\"font-size: 15px\">\u5bf9\u8bdd\u5f15\u64ce\u7684\u96be\u70b9\u5728NLU\u548cDM\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u603b\u7684\u6765\u8bf4\uff0c\u8fd9\u4e9b\u6280\u672f\u90fd\u662f\u5c5e\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\uff08NLP\uff0cNatural Language Processing\uff09\uff0c\u672c\u8d28\u4e0a\u6211\u4eec\u9700\u8981\u4f7f\u7528NLP\u6280\u672f\u6765\u89e3\u51b3\u804a\u5929\u673a\u5668\u4eba\u7684\u95ee\u9898\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5bf9\u4e8e\u7528\u6237\u7684\u4e00\u4e2a\u95ee\u9898\uff0c\u9700\u8981\u5c06\u8fd9\u4e2a\u81ea\u7136\u8bed\u8a00\u95ee\u9898\u901a\u8fc7\u4e00\u4e2a\u6a21\u578b\uff08\u8fd9\u4e2a\u6a21\u578b\u662f\u6211\u4eec\u7528\u673a\u5668\u5b66\u4e60\u57fa\u4e8e\u5927\u91cf\u6570\u636e\u8bad\u7ec3\u548c\u5f52\u7eb3\u5f97\u51fa\u6765\u7684\uff09\uff0c\u8f6c\u6362\u4e3a\u673a\u5668\u80fd\u7406\u89e3\u7684\u6570\u636e\u5f62\u5f0f(\u6211\u4eec\u5c06\u8fd9\u79cd\u6570\u636e\u5f62\u5f0f\u79f0\u4e4b\u4e3a<strong>\u5411\u91cf<\/strong>)\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">NLP\u6280\u672f\u9664\u4e86\u7528\u4e8e\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u4ee5\u5916\uff0c\u8fd8\u7528\u5728\u5f88\u591a\u9886\u57df\uff0c\u4f8b\u5982\uff1a<\/span><span style=\"font-size: 15px\">\u53e5\u6cd5\u8bed\u4e49\u5206\u6790\u3001\u4fe1\u606f\u62bd\u53d6\u3001\u6587\u672c\u6316\u6398\u3001\u673a\u5668\u7ffb\u8bd1\u3001\u4fe1\u606f\u68c0\u7d22\u3001\u5bf9\u8bdd\u7cfb\u7edf\u7b49\u9886\u57df\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.2 \u673a\u5668\u4eba\u539f\u7406<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u662f\u7531\u591a\u4e2a\u673a\u5668\u4eba\u7ec4\u6210\uff0c\u5305\u62ec\u95ee\u7b54\u673a\u5668\u4eba\u3001\u95f2\u804a\u673a\u5668\u4eba\u3001\u4efb\u52a1\u673a\u5668\u4eba\u7b49\uff0c\u4eba\u5de5\u540e\u53f0\u4ee5\u53ca\u6587\u6863\u5e93\u4e4b\u95f4\u534f\u4f5c\u5b8c\u6210\u4efb\u52a1\uff0c\u6700\u7ec8\u9009\u62e9\u6700\u4f18\u7b54\u6848\u8fd4\u56de\u7ed9\u7528\u6237\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5982\u56fe\u6240\u793a\uff0c\u7528\u6237\u63d0\u4e00\u4e2a\u95ee\u9898\u8fc7\u6765\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u9996\u5148ASR\u5c06\u8bed\u97f3\u8f6c\u6210\u6587\u672c\uff0c\u8fd9\u65f6\u5019\u6d89\u53ca\u5230\u4e86\u8c03\u5ea6\u3002<\/span><span style=\"font-size: 15px\">\u5e73\u53f0\u670d\u52a1\u548c\u4efb\u52a1\u8c03\u5ea6\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u673a\u5668\u4eba\u7684\u95ee\u9898\uff0c\u5c31\u8fdb\u5165\u9884\u5904\u7406\u9636\u6bb5\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u9884\u5904\u7406\u5305\u542b\u5206\u8bcd\/\u53bb\u505c\u3001\u8bcd\u8868\u6620\u5c04\u3001\u8bcd\u6027\u5206\u6790\u3001\u53e5\u6cd5\u5206\u6790\u3001\u5b9e\u4f53\u8bc6\u522b\u3001\u53e5\u5b50\u590d\u8ff0\u3001\u5173\u7cfb\u63d0\u53d6\u7b49\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7136\u540e\u8fdb\u5165\u5206\u6790\u9636\u6bb5\uff0c\u5305\u62ec\u9886\u57df\u5206\u6790\u3001\u95ee\u9898\u5206\u7c7b\u3001\u610f\u56fe\u68c0\u6d4b\u4ee5\u53cabot\u8bc6\u522b\u7b49\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7136\u540e\u8f6c\u5230\u4e0d\u540c\u7684\u673a\u5668\u4eba\uff0c\u6bd4\u5982QA\u673a\u5668\u4eba-\u89e3\u7b54\u7528\u6237\u5bf9\u4e8b\u5b9e\u548c\u975e\u4e8b\u5b9e\u7c7b\u7684\u95ee\u9898\u3001\u95f2\u804a\u673a\u5668\u4eba-\u89e3\u7b54\u7528\u6237\u60c5\u611f\u65b9\u9762\u7684\u8868\u8ff0\u548c\u5bf9\u5ba2\u89c2\u95ee\u9898\u7684\u8ba8\u8bba\u3001\u4efb\u52a1\u673a\u5668\u4eba-\u6ee1\u8db3\u7279\u5b9a\u573a\u666f\u7684\u4efb\u52a1\u64cd\u4f5c\u3001\u573a\u666f\u673a\u5668\u4eba\u3001\u77e5\u8bc6\u56fe\u8c31\u673a\u5668\u4eba\u7b49\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4e4b\u540e\u5c06\u7ed3\u679c\u6c47\u96c6\u5230\u878d\u5408\u6392\u5e8f\u5c42\uff0c\u8fdb\u884c\u52a0\u6743\u91cd\u6392\u7b54\u6848\u77eb\u6b63\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6700\u540e\u7ecf\u8fc7\u7528\u6237\u6743\u9650\u8fc7\u6ee4\uff0c\u751f\u6210\u7b54\u6848\uff0c\u5c06\u7b54\u6848\u7ecf\u8fc7TTS\u5408\u6210\u8bed\u97f3\u53cd\u9988\u7ed9\u7528\u6237\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u5982\u679c\u8fd9\u4e2a\u95ee\u9898\u673a\u5668\u4eba\u4e0d\u80fd\u89e3\u7b54\uff0c\u5c31\u4f1a\u8f6c\u5165\u4eba\u5de5\u540e\u53f0\uff0c\u6216\u8f6c\u5230\u641c\u7d22\u5f15\u64ce\u8fdb\u5165\u6587\u6863\u7684\u641c\u7d22\u68c0\u7d22\uff0c\u6700\u7ec8\u5c06\u6700\u4f18\u7b54\u6848\u8fd4\u56de\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.3 QA\u673a\u5668\u4eba<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>QA\u673a\u5668\u4eba\u7684\u672c\u8d28\u662f<\/strong><\/span><span style=\"font-size: 15px\">\uff1a<\/span><span style=\"font-size: 15px\">\u5047\u8bbe\u7528\u6237\u63d0\u4e86\u4e00\u4e2a\u95ee\u9898Q\uff0cQA\u673a\u5668\u4eba\u9700\u8981\u4ece\u5df2\u6709\u7684QA\u6570\u636e\u5e93\u4e2d\u5bfb\u627e\u6700\u5408\u9002\u7684QA\u5bf9\u8fd4\u56de\uff0cQA\u673a\u5668\u4eba\u4f1a\u8fdb\u884cQQ\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u548cQA\u5339\u914d\u5ea6\u8ba1\u7b97\uff0c\u901a\u8fc7\u7efc\u5408\u76f8\u4f3c\u5ea6\u4e0e\u5339\u914d\u5ea6\uff0c\u627e\u5230\u6700\u9002\u5408\u7684\u4e00\u7ec4QA\u5bf9 (Qi, Ai)\uff0c\u5373\u6700\u4f73\u7b54\u6848\u8fd4\u56de\u3002<\/span><\/p>\n<h4>\u89e3\u51b3\u65b9\u68481\uff1aNN\u6a21\u578b<\/h4>\n<p><span style=\"font-size: 15px\">\u5e38\u89c1\u7684\u7f51\u7edc\u6a21\u578b\u5305\u62ecRNN\u548cCNN\u6a21\u578b\u3002<\/span><span style=\"font-size: 15px\">\u4f8b\u5982\u53cc\u5c42\u7f16\u7801(Decoder)\u7684\u957f\u77ed\u671f\u8bb0\u5fc6\u6a21\u578b\uff08LSTM\uff09\u3002<\/span><span style=\"font-size: 15px\">\u8fd9\u79cd\u6a21\u578b\u5728\u5f88\u591a\u573a\u666f\u4e0b\u90fd\u6bd4\u8f83\u597d\u7528\uff0c\u7f51\u7edc\u6a21\u578b\u7684\u4e3b\u8981\u7f3a\u70b9\u662f\u9700\u8981\u4e00\u5b9a\u6570\u91cf\u7684\u6837\u672c\u3002<\/span><\/p>\n<h4>\u89e3\u51b3\u65b9\u68482\uff1a\u62c6\u5206\u6210\u5b50\u95ee\u9898\u3002<\/h4>\n<p><span style=\"font-size: 15px\">\u5728\u8bed\u6599\u6bd4\u8f83\u5c0f\u7684\u60c5\u51b5\u4e0b\uff0c\u5c06\u95ee\u9898\u8fdb\u884c\u62c6\u5206\uff0c\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u628a\u95ee\u9898\u53d8\u6210\u4e00\u79cd\u77ed\u6587\u672c\u8bed\u4e49\u8868\u5f81\uff0c\u901a\u5e38\u6709tfidf\u3001w2v\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7136\u540e\u518d\u8fdb\u884c\u8bed\u4e49\u8ddd\u79bb\u8ba1\u7b97\uff0c\u4f8b\u5982\u8ba1\u7b97\u5411\u91cf\u7684\u4f59\u5f26\u8ddd\u79bb\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u5b83\u7684\u4f18\u70b9\u662f\u5728\u8bed\u6599\u6bd4\u8f83\u5c0f\u7684\u60c5\u51b5\u4e0b\u6548\u679c\u4e0d\u9519\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.4 QA\u673a\u5668\u4eba\u539f\u7406(QQ\u5339\u914d\uff09<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u8fd9\u91cc\u4ee5QQ\u5339\u914d\u6765\u4ecb\u7ecdQA\u673a\u5668\u4eba\u539f\u7406\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>QQ\u5339\u914d\u5305\u62ec\u51e0\u4e2a\u90e8\u5206\uff1a<\/strong><\/span><span style=\"font-size: 15px\"><strong>\u53e5\u5411\u91cf\u5316\u3001\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u3001\u76f8\u4f3c\u5ea6\u6392\u5e8f\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u53e5\u5411\u91cf\u5316\u662f\u4f7f\u7528BoW\u8bcd\u888b\u6a21\u578b\u548c\u540c\u4e49\u8bcd\u6269\u5c55\uff0c\u5c06\u53e5\u5b50\u7684\u8bcd\u8f6c\u6362\u6210\u5411\u91cf\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7136\u540e\u518d\u4e0e\u95ee\u9898\u5e93\u91cc\u7684\u8bcd\u8fdb\u884c\u76f8\u4f3c\u5ea6\u8ba1\u7b97\uff0c\u8ba1\u7b97\u51fa\u4f59\u5f26\u76f8\u4f3c\u5ea6\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7528\u4f59\u5f26\u8ddd\u79bb\u4ea7\u751f\u76f8\u5e94\u7684\u7ed3\u679c\uff0c\u6309\u7167\u76f8\u4f3c\u5ea6\u5927\u5c0f\u6392\u5e8f\u8fd4\u56de\u7b54\u6848\u5217\u8868\u3002<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u53e5\u5411\u91cf\u6211\u4eec\u662f\u901a\u8fc7\u8bcd\u888b\u6a21\u578b\u548c\u540c\u4e49\u8bcd\u6269\u5c55\u6765\u8868\u793a\u7684\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u4ec0\u4e48\u662f<strong>\u8bcd\u888b\u6a21\u578b<\/strong>\uff1f<\/span><span style=\"font-size: 15px\">\u8bcd\u888b\u6a21\u578b\u5c31\u662f\u5ffd\u7565\u6587\u672c\u91cc\u7684\u8bcd\u5e8f\u3001\u8bcd\u6cd5\u3001\u53e5\u6cd5\uff0c\u53ea\u5c06\u5b83\u770b\u505a\u4e00\u4e2a\u8bcd\u7684\u96c6\u5408\uff0c\u628a\u5b83\u5f53\u6210\u4e00\u4e2a\u8bcd\u888b\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd8\u5f15\u5165\u4e86<strong>\u540c\u4e49\u8bcd\u6269\u5c55<\/strong>\u3002<\/span><span style=\"font-size: 15px\">\u5728\u5b9e\u9645\u7684\u95ee\u9898\u4e2d\uff0c\u4e0d\u540c\u7684\u8bcd\u53ef\u80fd\u5b58\u5728\u4e0d\u540c\u7684\u95ee\u6cd5\uff0c\u4f46\u5176\u8bed\u4e49\u76f8\u540c\uff0c\u6240\u4ee5\u8fdb\u884c\u4e00\u4e9b\u540c\u4e49\u8bcd\u7b49\u4ef7\uff0c\u8fd9\u6837\u5c31\u5f62\u6210\u4e86\u8bcd\u5411\u91cf\u3002<\/span><span style=\"font-size: 15px\">\u5411\u91cf\u7684\u503c\u662fTF-IDF\u503c\uff0c\u7528\u4e8e\u8868\u793a\u6743\u91cd\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>TF-IDF\u6a21\u578b<\/strong><\/span><span style=\"font-size: 15px\">\uff08term frequency\u2013inverse document frequency\uff0c\u8bcd\u9891\u4e0e\u9006\u5411\u6587\u4ef6\u9891\u7387\uff09\u3002<\/span><span style=\"font-size: 15px\">TF-IDF\u662f\u4e00\u79cd\u7edf\u8ba1\u65b9\u6cd5\uff0c\u7528\u4ee5\u8bc4\u4f30\u67d0\u4e00\u5b57\u8bcd\u5bf9\u4e8e\u4e00\u4e2a\u6587\u4ef6\u96c6\u6216\u4e00\u4e2a\u8bed\u6599\u5e93\u7684\u91cd\u8981\u7a0b\u5ea6\u3002<\/span><span style=\"font-size: 15px\">TF-IDF\u7684\u4e3b\u8981\u601d\u60f3\u662f\uff0c\u5982\u679c\u67d0\u4e2a\u8bcd\u6216\u77ed\u8bed\u5728\u4e00\u7bc7\u6587\u7ae0\u4e2d\u51fa\u73b0\u7684\u8bcd\u9891\u9ad8\uff0c\u5e76\u4e14\u5728\u5176\u4ed6\u6587\u7ae0\u4e2d\u5f88\u5c11\u51fa\u73b0\uff0c\u5219\u8ba4\u4e3a\u6b64\u8bcd\u6216\u8005\u77ed\u8bed\u5177\u6709\u5f88\u597d\u7684\u7c7b\u522b\u533a\u5206\u80fd\u529b\uff0c\u9002\u5408\u7528\u6765\u5206\u7c7b\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>TF-IDF\u6709\u4e24\u4e2a\u503c\uff0c\u4e00\u4e2a\u662f\u8bcd\u9891\u7387\uff0c\u53e6\u4e00\u4e2a\u662fIDF\uff08inverse document frequency\uff0c\u9006\u5411\u6587\u4ef6\u9891\u7387<\/strong><\/span><span style=\"font-size: 15px\">\uff09\u3002<\/span><span style=\"font-size: 15px\">\u5982\u56fe\u4e2d\u7684\u8ba1\u7b97\u65b9\u5f0f\u3002<\/span><span style=\"font-size: 15px\">&nbsp;<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5e93\u4e2d10000\u7bc7\u6587\u6863\uff0c10000\u7bc7\u63d0\u5230\u201c\u6bcd\u725b\u201d\uff0c\u5176\u4e2d10\u7bc7\u63d0\u5230\u201c\u4ea7\u5976\u91cf\u201d\uff0c\u6bd4\u5982\u4e00\u7bc7\u5173\u4e8e\u201c\u6bcd\u725b\u7684\u4ea7\u5976\u91cf\u201d\u7684\u6587\u5b57\uff0c\u8fd9\u7bc7\u6587\u7ae0\u6709100\u4e2a\u8bcd\uff0c\u201c\u6bcd\u725b\u201d\u51fa\u73b05\u6b21\uff0c\u201c\u4ea7\u5976\u91cf\u201d\u51fa\u73b02\u6b21)\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u901a\u8fc7\u8ba1\u7b97\u53d1\u73b0\uff0c\u867d\u7136\u201c\u6bcd\u725b\u201d\u7684\u8bcd\u9891\u7387\u5f88\u9ad8\uff0c\u4f46IDF\u503c\u5f88\u4f4e\uff0c\u6700\u540e\u201c\u6bcd\u725b\u201d\u7684TF-IDF\u5f88\u4f4e\uff0c\u4e5f\u5c31\u662f\u8bf4\u8fd9\u4e2a\u8bcd\u4e0d\u5177\u592a\u5927\u7684\u6807\u8bc6\u5ea6\u3002\u800c\u201c\u4ea7\u5976\u91cf\u201d\u8fd9\u4e2a\u8bcd\u7684\u8bcd\u9891\u7387\u4e0d\u9ad8\uff0c\u4f46\u5b83\u7684\u8fa8\u8bc6\u5ea6\u5f88\u9ad8\uff0c\u6700\u7ec8\u5b83\u7684TF-IDF\u4e5f\u5f88\u9ad8\u3002<\/span><\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u5177\u4f53\u6267\u884c\u8fc7\u7a0b<\/strong><\/span><span style=\"font-size: 15px\">\u5982\u56fe\u6240\u793a\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u9996\u5148\u62ff\u5230\u4e00\u4e2a\u8bed\u53e5\uff0c\u8fdb\u884c\u5206\u8bcd\u3001\u53bb\u505c\u7528\u8bcd\u3001\u53bb\u91cd\uff0c\u5f97\u5230\u4e00\u4e2a\u8bcd\u5e8f\u5217\u3002\u7136\u540e\u904d\u5386\u6bcf\u4e00\u4e2a\u8bcd\u8fdb\u884cTF-IDF\u8ba1\u7b97\uff0c\u5982\u679c\u5728\u540c\u4e49\u8bcd\u8868\u91cc\uff0c\u5c31\u8ba1\u7b97\u8bcdTF-IDF\u5e76\u6c42\u5e73\u5747\u503c\uff1b\u5982\u679c\u5728\u8bcd\u5e93\u4e2d\uff0c\u5c31\u8ba1\u7b97TF-IDF\u503c\uff1b\u5982\u679c\u4e0d\u5728\u8bcd\u5e93\u4e2d\uff0c\u5c31\u76f4\u63a5\u5ffd\u7565\uff0c\u6700\u540e\u5f62\u6210\u8bcd\u5bf9\u5e94\u7684TF-IDF\u503c\uff0c\u5e76\u5c06Value\u5411\u91cf\u5355\u5143\u5316\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u63a5\u4e0b\u6765\u6211\u4eec\u8981\u8ba1\u7b97\u5411\u91cf\u548c\u5411\u91cf\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u8fd9\u91cc\u6211\u4eec\u91c7\u7528\u4f59\u5f26\u8ddd\u79bb\u3002\u8ba1\u7b97\u65b9\u5f0f\u5982\u56fe\u6240\u793a\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5f53\u4e24\u4e2a\u8bcd\u5411\u91cf\u7684\u4f59\u5f26\u503c\u63a5\u8fd11\u7684\u65f6\u5019\uff0c\u4e24\u4e2a\u8bcd\u5411\u91cf\u76f8\u4f3c\uff0c\u4e5f\u5c31\u662f\u4e24\u4e2a\u53e5\u5b50\u76f8\u5173\u3002\u5426\u5219\u5c31\u4e0d\u76f8\u5173\u3002\u901a\u8fc7\u8ba1\u7b97\u4f59\u5f26\u503c\u6765\u6700\u7ec8\u8fbe\u5230\u5224\u65ad\u53e5\u5b50\u7684\u76f8\u4f3c\u5ea6\u3002<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u4e0a\u6587\u4ecb\u7ecd\u7684QQ\u5339\u914d\u662f\u5c5e\u4e8e\u4e00\u79cd\u57fa\u4e8e\u68c0\u7d22\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u53e6\u4e00\u79cd\u5bf9\u5e94\u7684\u5206\u7c7b\u662f\u57fa\u4e8e\u6a21\u578b\u751f\u6210\u7684\u8868\u60c5\u673a\u5668\u4eba\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u57fa\u4e8e\u68c0\u7d22\u7684\u804a\u5929\u673a\u5668\u4eba\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u7279\u70b9\u662f\u56de\u590d\u6570\u636e\u662f\u9884\u5148\u5b58\u50a8\u4e14\u77e5\u9053\uff08\u6216\u5b9a\u4e49\uff09\u7684\u6570\u636e\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4f18\u70b9\u662f\u95ee\u9898\u4e0e\u7b54\u6848\u90fd\u7ecf\u8fc7\u4eba\u5de5\u603b\u7ed3\uff0c\u4fdd\u8bc1\u4e86\u6570\u636e\u5e93\u4e2d\u7684\u7b54\u6848\u6b63\u786e\u6027\uff0c\u8868\u8ff0\u81ea\u7136\u3001\u6613\u4e8e\u7406\u89e3\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7f3a\u70b9\u662f\u7528\u6237\u63d0\u95ee\u7684\u5404\u79cd\u95ee\u9898\uff0c\u673a\u5668\u4eba\u90fd\u8bd5\u56fe\u5728\u5e93\u4e0a\u5bfb\u627e\u7b54\u6848\uff1b\u95ee\u9898\u6570\u6709\u9650\uff0c\u65e0\u6cd5\u8986\u76d6\u7528\u6237\u7684\u6240\u6709\u95ee\u9898\uff1b\u9700\u8981\u4e0d\u65ad\u603b\u7ed3\u3001\u6269\u5c55\uff0c\u4e89\u53d6\u8986\u76d6\u5927\u591a\u6570\u95ee\u9898\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\"><strong>\u751f\u6210\u6a21\u578b\u7684\u804a\u5929\u673a\u5668\u4eba\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u7279\u70b9\u662f\u521b\u9020\u51fa\u5d2d\u65b0\u7684\u3001\u672a\u77e5\u7684\u56de\u590d\u5185\u5bb9\uff08\u6a21\u578b\u6ca1\u6709\u89c1\u8fc7\uff09\uff0c\u7c7b\u4f3c\u673a\u5668\u7ffb\u8bd1\u6280\u672f\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4f18\u70b9\u662f\u4e0d\u9700\u8981\u9884\u5148\u5b58\u50a8\u4e14\u5b9a\u4e49\u597d\u7684\u6570\u636e\uff0c\u6bd4\u8d77\u68c0\u7d22\u6a21\u578b\u66f4\u52a0\u7684\u7075\u6d3b\u591a\u53d8\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7f3a\u70b9\u662f\u751f\u6210\u6548\u679c\u4e0d\u4f73\uff0c\u751f\u6210\u7684\u7b54\u6848\u53ef\u80fd\u6709\u4e00\u4e9b\u8bed\u6cd5\u9519\u8bef\u548c\u8bed\u4e49\u65e0\u5173\u7684\u5185\u5bb9\uff1b\u751f\u6210\u5f0f\u6a21\u578b\u9700\u8981\u6d77\u91cf\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u4e14\u96be\u4ee5\u4f18\u5316\uff1b\u7ed3\u679c\u65e0\u6cd5\u63a7\u5236\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\"><strong>\u76ee\u524d\u7684\u73b0\u72b6<\/strong><\/span><span style=\"font-size: 15px\">\u662f\uff0c\u5728\u5546\u4e1a\u9886\u57df\uff0c\u5de5\u4e1a\u7ea7\u6807\u51c6\u8fd8\u662f\u4f1a\u4f7f\u7528\u57fa\u4e8e\u68c0\u7d22\u7684\u673a\u5668\u4eba\uff0c\u9002\u5408\u7279\u5b9a\u9886\u57df\u5185\u3001\u95ee\u9898\u96c6\u5408\u6709\u9650\uff0c\u8fd8\u6709\u4e00\u4e9b\u53d8\u4f53\uff0c\u6bd4\u5982\u77e5\u8bc6\u56fe\u8c31\u3001\u57fa\u4e8eKG\u7684\u673a\u5668\u4eba\u3001\u57fa\u4e8e\u641c\u7d22\u5f15\u64ce\u7684\u673a\u5668\u4eba\u3002\u800c\u751f\u6210\u6a21\u578b\u7684\u673a\u5668\u4eba\uff0c\u662f\u5b66\u672f\u754c\u7814\u7a76\u7684\u91cd\u70b9\uff0c\u5728\u5546\u4e1a\u9886\u57df\uff0c\u5b83\u4f1a\u4f5c\u4e3a\u68c0\u7d22\u5f0f\u673a\u5668\u4eba\u7684\u8865\u5145\u5f62\u5f0f\uff0c\u4e24\u8005\u7ed3\u5408\u4f7f\u7528\uff0c<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.5 \u95f2\u804a\u673a\u5668\u4eba\u539f\u7406<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u95f2\u804a\u673a\u5668\u4eba\u4e3b\u8981\u662f\u8fdb\u884c\u5ba2\u89c2\u8bdd\u9898\u8ba8\u8bba\uff0c\u7528\u6237\u5bf9\u804a\u5929\u673a\u5668\u4eba\u8fdb\u884c\u4e00\u4e9b\u60c5\u611f\u8868\u8fbe\uff0c\u56de\u7b54\u95ee\u5019\u3001\u60c5\u611f\u548c\u5a31\u4e50\u7b49\u4fe1\u606f\u3002<strong>\u95f2\u804a\u5904\u7406\u7531\u4e24\u4e2a\u7ec4\u4ef6\u7ec4\u6210\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u57fa\u4e8e\u9884\u7f6e\u89c4\u5219\u5339\u914d\uff1a\u516c\u53f8\u5408\u89c4\u7528\u8bed\u8981\u6c42\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u57fa\u4e8e\u804a\u5929\u5e93\u4e2d\u6d77\u91cf\u95f2\u804a\u8bed\u6599\uff1a\u6ee1\u8db3\u5927\u591a\u6570\u95f2\u804a\u5e94\u7b54\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u6d77\u91cf\u7684\u95f2\u804a\u8bed\u6599\uff0c\u53ef\u4ee5\u4ece\u5728\u7ebf\u8bba\u575b\u3001\u5fae\u535a\u5bf9\u8bdd\u3001\u751a\u81f3\u522b\u7684\u901a\u7528\u673a\u5668\u4eba\u722c\u53d6\uff0c\u867d\u7136\u4ece\u5404\u4e2a\u5730\u65b9\u722c\u53d6\uff0c\u4e5f\u9700\u8981\u5ba1\u6838\uff0c\u4ee5\u6ee1\u8db3\u7528\u6237\u9700\u6c42\u3002<\/span><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u95f2\u804a\u673a\u5668\u4eba\u7684\u8981\u6c42\u662f\uff1a<\/strong><\/span><span style=\"font-size: 15px\"><strong>\u7b80\u5355\u95f2\u804a\u3001\u7ed3\u679c\u53ef\u63a7\u3001\u5feb\u901f\u5f00\u53d1\u3002\u6240\u4ee5\u5b9e\u73b0\u4e0a\u6211\u4eec\u57fa\u4e8eAIML\u6784\u5efa\u95f2\u804a\u673a\u5668\u4eba\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">AIML\u662f\u7531Richard Wallace\u53d1\u660e\u7684\u4e00\u79cd\u8bed\u8a00\u3002\u4ed6\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u540d\u4e3a A.L.I.C.E.\uff08Artificial Linguistics Internet Computer Entity \u4eba\u5de5\u8bed\u8a00\u7f51\u8ba1\u7b97\u673a\u5b9e\u4f53\uff09\u7684\u673a\u5668\u4eba\uff0c\u5e76\u83b7\u5f97\u4e86\u591a\u9879\u4eba\u5de5\u667a\u80fd\u5927\u5956\u3002AIML\u662f\u4e00\u79cd\u4e3a\u4e86\u5339\u914d\u6a21\u5f0f\u548c\u786e\u5b9a\u54cd\u5e94\u800c\u8fdb\u884c\u89c4\u5219\u5b9a\u4e49\u7684XML\u683c\u5f0f\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">AIML\u7684\u80fd\u529b\u5f88\u7075\u6d3b\uff0c\u5982\u56fe\u6240\u793a\uff0c\u53ef\u4ee5\u57fa\u4e8e\u6a21\u677f\u5339\u914d\u3001\u4efb\u610f\u5b57\u7b26\u5339\u914d\u3001\u5143\u7d20\u63d0\u53d6\u3001\u4e00\u4e2a\u95ee\u9898\u591a\u4e2a\u7b54\u6848\u3001\u5212\u5206\u4e3b\u9898\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">AIML\u6765\u4f5c\u4e3a\u77e5\u8bc6\u8f7d\u4f53\u7684\u597d\u5904\u662f\u7075\u6d3b\u3001\u4eba\u6027\u5316\u5f3a\u3002\u7f3a\u70b9\u662f\u5728\u77e5\u8bc6\u7684\u7f16\u5199\u65b9\u9762\u95e8\u69db\u9ad8\uff0c\u6bd4\u5982\u95f2\u804a\u5e93\u7684\u6269\u5145\u65b9\u9762\u7684\u95ee\u9898\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u597d\u5728\u6709\u73b0\u6210\u7684AIML\u7f16\u8f91\u8f6f\u4ef6\uff0c\u5982\uff1aSimpleAIMLEditor\uff0cGaitoBotAIMLEditor\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">AIML\u8bed\u8a00\u7684\u89c4\u8303\u4e5f\u5728\u4e0d\u65ad\u5347\u7ea7\uff0c\u6700\u65b0\u7248\u672cAIML2.0\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.6 \u4efb\u52a1\u673a\u5668\u4eba\u539f\u7406<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u4efb\u52a1\u673a\u5668\u4eba\uff08Task-Bot\uff09 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15px\">\u7ecf\u8fc7\u5206\u6790\u53d1\u73b0A\u7684\u4efb\u52a1\u8bf7\u6c42\u4e2d\u7f3a\u4e4f\u4e00\u4e2a\u8bed\u4e49\u69fd-\u5730\u70b9\uff0c\u4e8e\u662f\u89e6\u53d1\u673a\u5668\u4eba\u53cd\u95ee\u201c\u8bf7\u95ee\u60a8\u8981\u9884\u8ba2\u54ea\u4e2a\u804c\u573a\u7684\u4f1a\u8bae\u5ba4\uff1f\u201d\uff0cA\u8865\u5145\u4e86\u5730\u70b9\u540e\uff0c\u673a\u5668\u4eba\u8054\u52a8\u4f1a\u8bae\u9884\u5b9a\u7cfb\u7edf\uff0c\u8fdb\u884c\u4f1a\u8bae\u5ba4\u9884\u5b9a\uff0c\u5b8c\u6210\u4efb\u52a1\u5e76\u53cd\u9988\u7ed3\u679c\u7ed9A\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd9\u4e2a\u8fc7\u7a0b\u6d89\u53ca\u4e86\uff1a\u610f\u56fe\u8bc6\u522b\u3001\u5173\u952e\u53c2\u6570\u63d0\u53d6\u3001\u591a\u8f6e\u5bf9\u8bdd&amp;\u5bf9\u8bdd\u7ba1\u7406\u3001\u914d\u7f6e\u5316\u3001\u5bf9\u63a5\u5916\u90e8\u7cfb\u7edf\u3002<\/span><\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u4ee5\u4e0a\u56fe\u7684\u4e00\u4e2a\u5b9e\u9645\u4f8b\u5b50\u6765\u770b\uff0c\u8fd9\u4e2a\u4f8b\u5b50\u662f\u6839\u636e\u8eab\u4efd\u8bc1\u53f7\u67e5\u8be2\u5f52\u5c5e\u5730\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u9996\u5148\u914d\u7f6e\u53ef\u80fd\u7684\u95ee\u6cd5\uff0c\u8fd9\u91cc\u53ef\u4ee5\u770b\u5230\uff0c\u8bbe\u7f6e\u7684\u53ef\u80fd\u95ee\u6cd5\u8d8a\u591a\uff0c\u8d8a\u80fd\u5e2e\u52a9\u673a\u5668\u4eba\u8bc6\u522b\u610f\u56fe\u3002\u8fd9\u91cc\u4e3b\u8981\u6d89\u53ca\u5230\u610f\u56fe\u8bc6\u522b\u548c\u8bbe\u7f6e\u53ef\u80fd\u95ee\u6cd5\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7136\u540e\u914d\u7f6e\u9700\u8981\u63d0\u53d6\u7684\u69fd\u503c\uff0c\u69fd\u503c\u6765\u81ea\u4e00\u4e2a\u5b9e\u4f53\uff0c\u8fd9\u91cc\u7684\u69fd\u503c\u662f\u8eab\u4efd\u8bc1\u3002\u5e76\u4e14\u914d\u7f6e\u5982\u679c\u6ca1\u6709\u63d0\u53d6\u5230\u7684\u8bdd\uff0c\u9700\u8981\u8ffd\u95ee\u7684\u95ee\u9898\u3002\u53ef\u4ee5\u5728\u7ebf\u8fdb\u884c\u6d4b\u8bd5\u69fd\u503c\u63d0\u53d6\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u63a5\u4e0b\u6765\u914d\u7f6e\u89e6\u53d1\u7684\u5916\u90e8\u7cfb\u7edf\uff0c\u8fd9\u91cc\u652f\u6301\u5e38\u89c1\u7684post\uff0cget\uff0c\u5c06\u76f8\u5e94\u7684\u69fd\u503c\u53d1\u9001\u7ed9\u7cfb\u7edf\uff0c\u7136\u540e\u83b7\u5f97\u8fd4\u56de\u503c\uff0c\u518d\u4ece\u8fd4\u56de\u503c\u4e2d\u63d0\u53d6\u5fc5\u8981\u4fe1\u606f\uff0c\u7528\u4e8e\u663e\u793a\u6b63\u786e\u60c5\u51b5\u548c\u9519\u8bef\u60c5\u51b5\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6700\u540e\u770b\u5230\u7684\u6548\u679c\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u6574\u4e2a\u8fc7\u7a0b\u6d89\u53ca\u5230\u591a\u8f6e\u5bf9\u8bdd\u548c\u8bdd\u9898\u8ffd\u8e2a\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #3daad6\">3.7 \u573a\u666f\u673a\u5668\u4eba\u539f\u7406<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u573a\u666f\u673a\u5668\u4eba\u53ef\u4ee5\u8bf4\u662f\u4efb\u52a1\u673a\u5668\u4eba\u66f4\u9ad8\u7ea7\u7684\u7248\u672c\uff0c\u5b83\u662f\u57fa\u4e8e\u9884\u7f6e\u89c4\u5219\u9a71\u52a8\u5b8c\u6210\u573a\u666f\u4efb\u52a1\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u4e0a\u56fe\u793a\u4f8b\u4e2d\uff0c\u9500\u552e\u4eba\u5458G\u60f3\u67e5\u5ba2\u6237\u674e\u56fd\u5f3a\u7684\u4fe1\u606f\uff0c\u673a\u5668\u4eba\u7ed9\u51fa\u76f8\u5e94\u4fe1\u606f\u540e\uff0c\u6839\u636e\u9884\u8bbe\u7684\u573a\u666f\uff0c\u89e6\u53d1\u540e\u53f0\u914d\u7f6e\u7684\u4e00\u4e2a\u4e1a\u52a1\u63a8\u8350\u6d41\u7a0b\uff0c\u6839\u636e\u8fd9\u4e2a\u6d41\u7a0b\uff0c\u9500\u552e\u4eba\u5458\u53ef\u4ee5\u83b7\u5f97\u9002\u5408\u674e\u56fd\u5f3a\u5ba2\u6237\u7684\u4ea7\u54c1\u63a8\u8350\u3001\u4e86\u89e3\u76f8\u5173\u4ea7\u54c1\u60c5\u51b5\u3001\u8fdb\u884c\u8bdd\u672f\u6f14\u7ec3\u7b49\uff0c\u672c\u6765\u53ea\u662f\u4e00\u4e2a\u804a\u5929\u8fc7\u7a0b\uff0c\u8df3\u8f6c\u5230\u7279\u5b9a\u7684\u573a\u666f\u4ee5\u53ca\u4e1a\u52a1\u76f8\u5173\u7684\u8054\u52a8\uff0c\u8fd9\u5c31\u662f\u573a\u666f\u673a\u5668\u4eba\u3002\u573a\u666f\u673a\u5668\u4eba\u7684\u573a\u666f\u548c\u76f8\u5173\u4e1a\u52a1\u8df3\u8f6c\u90fd\u662f\u53ef\u4ee5\u914d\u7f6e\u7684\uff0c\u8fd9\u6837\u53ef\u4ee5\u8fbe\u5230\u52a8\u6001\u5316\u5730\u652f\u6301\u4e0d\u540c\u7684\u573a\u666f\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u573a\u666f\u673a\u5668\u4eba\u4e0e\u573a\u666f\u7ed1\u5b9a\u3001\u7ed3\u5408\u573a\u666f\u76f8\u5173\u8bdd\u672f\u548c\u8df3\u8f6c\u89c4\u5219\uff0c\u53ef\u4ee5\u505a\uff1a\u5ba2\u6237\u753b\u50cf\u67e5\u8be2\u3001\u4ea7\u54c1\u4fe1\u606f\u67e5\u770b\u3001\u573a\u666f\u6f14\u7ec3\u3001\u9762\u89c1\u8bdd\u672f\u7b49\uff0c\u8fd8\u53ef\u4ee5\u8fdb\u884c\u4ea4\u53c9\u9500\u552e\u3001\u5ba2\u6237\u5173\u8054\u67e5\u8be2\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.8 KG\u673a\u5668\u4eba\u539f\u7406<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">KG\u673a\u5668\u4eba\uff0c\u5373\u77e5\u8bc6\u56fe\u8c31\u673a\u5668\u4eba\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u8bed\u4e49\u7f51\u7edc\uff0c\u5176\u7ed3\u70b9\u4ee3\u8868\u5b9e\u4f53\u6216\u8005\u6982\u5ff5\uff0c\u8fb9\u4ee3\u8868\u5b9e\u4f53\u3001\u6982\u5ff5\u4e4b\u95f4\u7684\u5404\u79cd\u8bed\u4e49\u5173\u7cfb\u3002<strong>KG\u673a\u5668\u4eba\u662f\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u63a8\u7406\u7ed9\u51fa\u7ed3\u679c\uff0c\u4e5f\u662f\u57fa\u4e8e\u68c0\u7d22\u578b\u673a\u5668\u4eba\u7684\u4e00\u79cd\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u76f8\u8f83\u4e8e\u7eaf\u6587\u672c\uff0c<strong>\u77e5\u8bc6\u56fe\u8c31\u5728\u95ee\u7b54\u7cfb\u7edf\u4e2d\u5177\u6709\u4ee5\u4e0b\u4f18\u52bf\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u5173\u8054\u5ea6\uff1a\u8bed\u4e49\u7406\u89e3\u7a0b\u5ea6\u662f\u95ee\u7b54\u7cfb\u7edf\u7684\u6838\u5fc3\u6307\u6807\u3002\u5728\u77e5\u8bc6\u56fe\u8c31\u4e2d\uff0c\u6240\u6709\u77e5\u8bc6\u70b9\u88ab\u5177\u6709\u8bed\u4e49\u4fe1\u606f\u7684\u8fb9\u6240\u5173\u8054\u3002\u4ece\u95ee\u53e5\u5230\u77e5\u8bc6\u56fe\u8c31\u7684\u77e5\u8bc6\u70b9\u7684\u5339\u914d\u5173\u8054\u8fc7\u7a0b\u4e2d,\u53ef\u4ee5\u7528\u5230\u5927\u91cf\u5176\u5173\u8054\u7ed3\u70b9\u7684\u5173\u8054\u4fe1\u606f\u3002\u8fd9\u79cd\u5173\u8054\u4fe1\u606f\u65e0\u7591\u66f4\u4e3a\u667a\u80fd\u5316\u7684\u8bed\u4e49\u7406\u89e3\u63d0\u4f9b\u4e86\u6761\u4ef6\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u7cbe\u5ea6\uff1a\u56de\u7b54\u51c6\u786e\u7387\u9ad8\uff0c\u77e5\u8bc6\u56fe\u8c31\u7684\u77e5\u8bc6\u6765\u81ea\u4e13\u4e1a\u4eba\u58eb\u6807\u6ce8\uff0c\u6216\u8005\u4e13\u4e1a\u6570\u636e\u5e93\u7684\u683c\u5f0f\u5316\u6293\u53d6\uff0c\u8fd9\u4fdd\u8bc1\u4e86\u6570\u636e\u7684\u9ad8\u51c6\u786e\u7387\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6570\u636e\u7ed3\u6784\u5316\uff1a\u68c0\u7d22\u6548\u7387\u77e5\u8bc6\u56fe\u8c31\u7684\u7ed3\u6784\u5316\u7ec4\u7ec7\u5f62\u5f0f\uff0c\u4e3a\u8ba1\u7b97\u673a\u7684\u5feb\u901f\u77e5\u8bc6\u68c0\u7d22\u63d0\u4f9b\u4e86\u683c\u5f0f\u652f\u6301\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u8fd9\u4e9b\u4f18\u52bf\u90fd\u4fc3\u4f7f\u6211\u4eec\u5728\u6784\u5efa\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u65f6\u4f7f\u7528\u77e5\u8bc6\u56fe\u8c31\u6765\u4f5c\u4e3a\u95ee\u7b54\u7cfb\u7edf\u7684\u77e5\u8bc6\u6765\u6e90\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u8fd9\u662f\u4fdd\u9669\u7684\u77e5\u8bc6\u56fe\u8c31\uff0c\u5305\u542b\u4e86\uff1a\u67e5\u8be2\u5b9e\u4f53\u5c5e\u6027-\u5e73\u5b89\u5883\u5185\u65c5\u884c\u9669\u4e00\u4e2a\u6708\u591a\u5c11\u94b1\uff1f\u67e5\u8be2\u5173\u7cfb\u4ee5\u53ca\u5c5e\u6027-\u80fd\u4fdd\u9aa8\u6298\uff0c\u4e14\u627f\u4fdd\u65f6\u95f4\u57285\u5e74\u4ee5\u4e0a\u7684\u4fdd\u9669\u6709\u54ea\u4e9b\uff1f\u67e5\u8be2\u7b80\u5355\u5173\u7cfb-\u5e73\u5b89\u5883\u5185\u65c5\u884c\u9669\u80fd\u4fdd\u610f\u5916\u9aa8\u6298\u5417\uff1f\u67e5\u8be2\u590d\u6742\u5173\u7cfb-\u60f3\u4e70\u4e00\u4e2a\u80fd\u4fdd\u9aa8\u6298\uff0c\u5e76\u4e14\u80fd\u591f\u5728\u6d77\u53e3\u5e02\u7684\u4e09\u7532\u533b\u9662\u62a5\u9500\u7684\u4fdd\u9669\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd9\u4e9b\u672c\u8d28\u4e0a\u90fd\u662f\u5728\u8fdb\u884c\u56fe\u67e5\u8be2\uff0c\u67e5\u8be2\u5b9e\u4f53\u7684\u5c5e\u6027\uff0c\u67e5\u8be2\u5b9e\u4f53\u548c\u5b9e\u4f53\u4e4b\u95f4\u7684\u5173\u7cfb\u7b49\u3002<\/span><\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u77e5\u8bc6\u56fe\u8c31\u673a\u5668\u4eba\u6784\u5efa\u8fc7\u7a0b\u4e2d\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u9996\u5148\u7b2c\u4e00\u6b65\u662f\u5b9a\u4e49\u77e5\u8bc6\u56fe\u8c31\u7684\u9886\u57df\u77e5\u8bc6\uff0c\u4e0a\u8ff0\u4f8b\u5b50\u4e2d\u6211\u4eec\u76f8\u5f53\u4e8e\u5728\u9762\u5411\u5bf9\u8c61\u5b9a\u4e49\u5b9e\u4f53\u3001\u5c5e\u6027\u3001\u5173\u7cfb\u7b49\uff0c\u4e09\u5143\u7ec4\uff08\u5b9e\u4f53\u3001\u5c5e\u6027\u3001\u5173\u7cfb\uff09\u7684\u5173\u7cfb\u5b9a\u4e49\u597d\u4e86\u4ee5\u540e\uff0c\u624d\u53ef\u4ee5\u6784\u5efa\u56fe\u8c31\u6a21\u578b\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u63a5\u4e0b\u6765\u662f\u63d0\u53d6\u4fe1\u606f\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u6d89\u53ca\u5230\u5927\u91cf\u7684\u8bad\u7ec3\u3001\u5728\u7ebf\u6807\u6ce8\u7b49\uff0c\u9700\u8981\u4ece\u73b0\u6709\u7684\u8868\u5355\u3001\u6587\u6863\u4e2d\u5c06\u9700\u8981\u7684\u4fe1\u606f\u63d0\u53d6\u51fa\u6765\uff0c\u5e76\u5c06\u63d0\u53d6\u7684\u4fe1\u606f\u5bfc\u5165\u7b2c\u4e00\u6b65\u6784\u5efa\u7684\u6a21\u578b\u4e2d\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u63a5\u4e0b\u6765\u662f\u77e5\u8bc6\u95ee\u7b54\u3002\u9700\u8981\u4ece\u95ee\u53e5\u4e2d\u63d0\u53d6\u5b9e\u4f53\u3001\u5c5e\u6027\u3001\u5173\u7cfb\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u91cd\u5927\u75be\u75c5\u9669\u7684\u7b49\u4ef7\u8bcd\u662f\u91cd\u75be\u9669\uff0c\u91cd\u75be\u9669\u662f\u4e00\u4e2a\u5b9e\u4f53\uff0c\u7ed3\u80a0\u764c\u4e5f\u662f\u4e00\u4e2a\u5b9e\u4f53\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6700\u540e\u95ee\u53e5\u5c31\u88ab\u8f6c\u6362\u4e3a\u4e00\u4e2a\u5b9e\u4f53\u548c\u5b9e\u4f53\u4e4b\u95f4\u5173\u7cfb\u7684\u9884\u6d4b\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\">\u5f53\u7528\u6237\u95ee\u95ee\u9898\u65f6\u5019\uff0c\u628a\u95ee\u53e5\u8f6c\u5316\u6210\u56fe\u8ba1\u7b97\uff0c\u673a\u5668\u4eba\u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\u8fdb\u884c\u67e5\u8be2\u8ba1\u7b97\uff0c\u5e76\u8f6c\u5316\u4e3a\u7b54\u6848\u53cd\u9988\u7ed9\u7528\u6237\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.9&nbsp;\u6a21\u578b\u7f16\u6392<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u9664\u4e86\u4e0a\u8ff0\u5404\u79cd\u673a\u5668\u4eba\u4e4b\u5916\uff0c\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u8fd8\u6d89\u53ca\u5230\u6a21\u578b\u7f16\u6392\u548c\u6a21\u578b\u7ba1\u7406\u7684\u90e8\u5206\u3002\u6bd4\u5982\u6709\u7684\u4e1a\u52a1\u53ea\u9700\u8981QA\u673a\u5668\u4eba\uff0c\u8fd9\u65f6\u901a\u8fc7\u9884\u5904\u7406\uff0c\u8c03\u7528QA\u673a\u5668\u4eba\uff0c\u7ecf\u8fc7\u89d2\u8272\u6743\u9650\u8fc7\u6ee4\u5c31\u53ef\u4ee5\u63d0\u4f9b\u670d\u52a1\u4e86\u3002\u6709\u7684\u573a\u666f\u53ef\u80fd\u9700\u8981\u591a\u79cd\u673a\u5668\u4eba\u8fdb\u884c\u5408\u4f5c\uff0c\u8fd9\u5c31\u6d89\u53ca\u5230\u8def\u7531\/\u7fa4\u53d1\uff0c\u7fa4\u53d1\u673a\u5668\u4eba\u7684\u7ed3\u679c\u8fd8\u8981\u8fdb\u884c\u878d\u5408\u5408\u5e76\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u6a21\u578b\u7f16\u6392\uff0c\u5c06\u4e0d\u540c\u7684\u6a21\u578b\u8fdb\u884c\u7ec4\u5408\uff0c\u4ee5\u53ef\u89c6\u5316\u7684\u65b9\u5f0f\u5bf9\u8c03\u7528\u7684\u6a21\u578b\u987a\u5e8f\u8fdb\u884c\u7f16\u6392\uff0c\u652f\u6301\u62d6\u62fd\u5f0f\u914d\u7f6e\u3002<\/strong><\/span><\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u6a21\u578b\u672c\u8eab\u662f\u9700\u8981\u670d\u52a1\u5316\u7684<\/strong><\/span><span style=\"font-size: 15px\">\u3002\u6211\u4eec\u7684\u5b9e\u9645\u6a21\u578b\u672c\u8eab\u662f\u4e00\u4e9bpython\u670d\u52a1\uff0c\u6211\u4eec\u5c06\u8fd9\u4e9bpython\u670d\u52a1\u8fdb\u884c\u5c01\u88c5\uff0c\u8fdb\u884c\u670d\u52a1\u7684\u7edf\u4e00\u7ba1\u7406\uff0c\u8fd9\u6837\u7684\u8bdd\u5c31\u53ef\u4ee5\u5bf9\u6a21\u578b\u5b9a\u4e49\u7edf\u4e00\u7684\u63a5\u53e3\uff0c\u8fd8\u53ef\u4ee5\u8fdb\u884c\u81ea\u52a8\u5316\u7684\u66f4\u65b0\uff0c\u6bd4\u5982\u901a\u8fc7\u5b9a\u65f6\u6a21\u578b\u8bad\u7ec3\u53bb\u66f4\u65b0\u6b64\u6a21\u578b\uff0c\u5176\u4ed6\u6a21\u578b\u4e0d\u53d7\u5f71\u54cd\uff0c\u5982\u4e0a\u56fe\u6240\u793a\u7684\u6a21\u578b\u624b\u52a8\u66f4\u65b0\u548c\u81ea\u52a8\u66f4\u65b0\u3002\u540c\u65f6\u6211\u4eec\u53ef\u4ee5\u8fdb\u884c\u5355\u5143\u6d4b\u8bd5\u548c\u94fe\u8def\u6d4b\u8bd5\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.10&nbsp;\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u80fd\u529b<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\"><strong>\u76ee\u524d\u5e73\u53f0\u5df2\u80fd\u591f\u652f\u6301\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u591a\u7c7b\u578b\u673a\u5668\u4eba\u96c6\u6210\u529f\u80fd\uff0c\u5305\u62ec\u95ee\u7b54\u3001\u4efb\u52a1\u3001\u95f2\u804a\u7b49\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u590d\u6742\u60c5\u666f\u4f1a\u8bdd\uff1a\u5305\u62ec\u591a\u8f6e\u5bf9\u8bdd\u529f\u80fd\u3001\u8bdd\u9898\u8ffd\u8e2a\u529f\u80fd\u7b49\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u591a\u6e20\u9053\u673a\u5668\u4eba\u4ea4\u4e92\u7ec8\u7aef\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u7edf\u4e00\u7684\u673a\u5668\u4eba\u7ba1\u7406\u6846\u67b6\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5b8c\u5584\u7684\u4eba\u5de5\u5ba2\u670d\u80fd\u529b\u652f\u6301\uff1b<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5168\u9762\u7684\u6570\u636e\u8bb0\u5f55\u4e0e\u7edf\u8ba1\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #3daad6\">3.11&nbsp;\u673a\u5668\u4eba\u5e73\u53f0\u529f\u80fd<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u4e3b\u8981\u529f\u80fd\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u3002\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u7684\u524d\u53f0\u6709\u673a\u5668\u4eba\u5e94\u7b54\u3001QA\u3001\u6587\u6863\u68c0\u7d22\u3001\u5173\u8054\u68c0\u7d22\u3001\u79bb\u7ebf\u6d88\u606f\u3001\u4f1a\u8bdd\u5386\u53f2\u3001\u5e38\u89c1\u95ee\u9898\u3001\u95ee\u5019\u8bed\u7b49\u529f\u80fd\u3002\u540e\u53f0\u5305\u62ec\u641c\u7d22\u5f15\u64ce\u662f\u5426\u4ecb\u5165\u3001\u53cd\u9988\u8bbe\u7f6e\u3001\u5916\u89c2\u8bbe\u7f6e\u3001\u573a\u666f\u8bbe\u7f6e\u3001\u6a21\u578b\u914d\u7f6e\u7b49\u529f\u80fd\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4eba\u5de5\u540e\u53f0\u3002\u4eba\u5de5\u540e\u53f0\u5305\u62ec\u5ba2\u670d\u5de5\u4f5c\u53f0\uff08\u5728\u7ebf\u4f1a\u8bdd\u3001\u4f1a\u8bdd\u5386\u53f2\u3001\u4f1a\u8bdd\u8f6c\u5355\u3001\u4f1a\u8bdd\u6392\u961f\u3001\u9080\u8bf7\u4f1a\u8bdd\u3001\u5ba2\u6237\u4fe1\u606f\u663e\u793a\u3001\u5feb\u6377\u56de\u590d\u7b49\u529f\u80fd\uff09\u3001\u5ba2\u670d\u7ba1\u7406\u3001\u6280\u80fd\u7ec4\u7ba1\u7406\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4f1a\u8bdd\u7ba1\u7406\u3002\u6d4f\u89c8\u4f1a\u8bdd\u5bfc\u51fa\u3001\u67e5\u8be2\u5386\u53f2\u4f1a\u8bdd\u3001\u5bf9\u5386\u53f2\u4f1a\u8bdd\u8fdb\u884c\u5728\u7ebf\u5206\u7c7b\u8bc4\u5206\uff0c\u6dfb\u52a0QA\u95ee\u9898\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">QA\/\u6587\u6863\u7ba1\u7406\u3002\u6d4f\u89c8\u7f16\u8f91\u3001\u5168\u6587\u68c0\u7d22\u3001\u95ee\u9898\u5206\u7c7b\u3001\u7b49\u4ef7\u95ee\u9898\u3001\u6279\u91cf\u4e0a\u4f20\u8bed\u6599\u3001\u751f\u6210\u6c34\u5370\u3001\u67e5\u770b\u6587\u6863\u6743\u9650\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u4efb\u52a1\u7ba1\u7406\u3002\u5bf9\u4e8e\u4efb\u52a1\u673a\u5668\u4eba\u6765\u8bf4\uff0c\u529f\u80fd\u5305\u62ec\u4efb\u52a1\u914d\u7f6e\u3001\u5b9e\u4f53\u7ba1\u7406\u3001\u4efb\u52a1\u66f4\u65b0\u3001\u6a21\u578b\u914d\u7f6e\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u95f2\u804a\u7ba1\u7406\u3002\u5bf9\u4e8e\u95f2\u804a\u673a\u5668\u4eba\uff0c\u529f\u80fd\u5305\u62ec\u95f2\u804a\u5e93\u7ba1\u7406\u3001\u5168\u6587\u68c0\u7d22\u3001\u8bed\u6599\u5bfc\u51fa\u3001\u6a21\u578b\u66f4\u65b0\u7ba1\u7406\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u62a5\u8868\u7edf\u8ba1\u3002\u5305\u62ec\u4f1a\u8bdd\u7edf\u8ba1\u3001\u6587\u6863\/QA\u7edf\u8ba1\uff0c\u4eba\u5de5\u540e\u53f0\u670d\u52a1\u5206\u6790\u3001\u7528\u6237\u63d0\u95ee\u53e5\u4e91\u6d3b\u8dc3\u5ea6\u6392\u540d\u3001\u7528\u6237\u79ef\u5206\u3001\u7528\u6237\u884c\u4e3a\u8986\u76d6\u7b49\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u6a21\u578b\u7ba1\u7406\u3002\u5305\u62ec\u6a21\u578b\u7f16\u6392\u3001\u6a21\u578b\u542f\u505c\u66f4\u65b0\u3001\u81ea\u52a8\u7ef4\u62a4\u53d1\u5e03\u4e0a\u7ebf\u3001\u6a21\u578b\u9884\u6d4b\u7b49\u6d4b\u8bd5\u73af\u5883\u529f\u80fd\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u8ba4\u8bc1\u652f\u6301\/\u5916\u90e8\u7cfb\u7edf\u5bf9\u63a5\u3002\u5305\u62ecPS\u5bf9\u63a5\u3001LDAP\u5bf9\u63a5\u3001SSO\u5bf9\u63a5\/\u5404\u79cd\u5916\u90e8\u7cfb\u7edf\u5bf9\u63a5\u3002<\/span><\/li>\n<\/ul>\n<h4>1\uff09\u673a\u5668\u4eba\u524d\u53f0<\/h4>\n<p style=\"text-align: center\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u673a\u5668\u4eba\u9884\u7f6e\u4e86web\u4ea4\u4e92\u9875\u9762\uff0c\u652f\u6301\u673a\u5668\u4eba\u5168\u90e8\u7684\u529f\u80fd<\/strong><\/span><span style=\"font-size: 15px\">\u3002\u5305\u62ec\u5bf9\u8bdd\u3001\u7559\u8a00\u53cd\u9988\u3001\u8f6c\u4eba\u5de5\u3001\u67e5\u770b\u5386\u53f2\u6d88\u606f\uff1b\u53ef\u76f4\u63a5\u5d4c\u5165PC\u7aef\u548cAPP\u7aef\u4e1a\u52a1\u7cfb\u7edf\u7b49\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5728\u4e0a\u56fe\u7684\u4f8b\u5b50\u4e2d\u53ef\u4ee5\u770b\u5230\uff0c\u524d\u9762\u90e8\u5206\u662f\u6211\u4eec\u7684\u5e38\u89c1\u95ee\u9898\u5217\u8868\uff0c\u7528\u6237\u95ee\u4e86\u4e00\u4e2a\u95ee\u9898\uff0c\u7136\u540e\u627e\u5230\u4e00\u4e2a\u5339\u914d\u8be5\u95ee\u9898\u7684\u7b54\u6848\u3002\u5982\u679c\u7528\u6237\u7ed9\u51fa\u7684\u95ee\u9898\u6bd4\u8f83\u7b80\u5355\uff0c\u5982\u4e0a\u56fe\uff0c\u53ea\u7ed9\u51fa\u201c\u5b9c\u4eba\u8d37\u201d\uff0c\u5c31\u6ca1\u529e\u6cd5\u547d\u4e2d\u4e00\u4e2a\u72ec\u7acb\u7684\u95ee\u9898\uff0c\u8fd9\u65f6\u9664\u4e86\u5339\u914d\u7b54\u6848\u4ee5\u5916\uff0c\u8fd8\u4f1a\u7ed9\u51fa\u4e00\u4e9b\u4e0e\u8be5\u95ee\u9898\u76f8\u5173\u8054\u7684\u95ee\u9898\uff0c\u8fd9\u79cd\u6211\u4eec\u79f0\u4e4b\u4e3a\u5173\u8054\u95ee\u9898\u3002\u4e5f\u53ef\u4ee5\u8f6c\u5230\u641c\u7d22\u5f15\u64ce\uff0c\u901a\u8fc7\u641c\u7d20\u5f15\u64ce\u7684\u76f8\u5173\u95ee\u9898\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5b9e\u9645\u4e0a\uff0c<strong>\u5bf9\u4e8e\u68c0\u7d22\u6a21\u578b\u7684\u804a\u5929\u673a\u5668\u4eba\u800c\u8a00\uff0c\u5f53FAQ\u4e2d\u6ca1\u6709\u5408\u9002\u7684\u7b54\u6848\uff0c\u6211\u4eec\u8fd4\u56de\u7684\u662fFAQ\u4e2d\u4e0e\u95ee\u53e5\u6700\u76f8\u8fd1\u95ee\u53e5-\u7b54\u6848\u5bf9\u4e2d\u7684\u95ee\u53e5\uff0c\u800c\u4e0d\u662f\u7b54\u6848\u3002<\/strong>\u8fd9\u6837\u53ef\u4ee5\u4ece\u7528\u6237\u63d0\u95ee\u4e2d\u5f97\u5230\u66f4\u591a\u4fe1\u606f\uff0c\u4ee5\u4fbf\u8fd4\u56de\u66f4\u771f\u5b9e\u7684\u7b54\u6848\u3002\u6211\u4eec\u5728\u5b9e\u8df5\u4e2d\u53d1\u73b0\uff0c\u7528\u6237\u901a\u8fc7\u8fd9\u6837\u7684\u5173\u8054\uff0c\u53ea\u9700\u8981\u51e0\u6b21\u70b9\u51fb\u5c31\u80fd\u627e\u5230\u771f\u6b63\u60f3\u8981\u7684\u7b54\u6848\uff0c\u5176\u6ee1\u610f\u5ea6\u4f1a\u5f97\u5230\u63d0\u5347\u3002<\/span><\/p>\n<h4>2\uff09\u77e5\u8bc6\u5e93<\/h4>\n<p style=\"text-align: center\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u8fd9\u662f\u673a\u5668\u4eba\u7684\u77e5\u8bc6\u5e93\uff0c\u77e5\u8bc6\u5e93\u5305\u542b\u4e86\u4e00\u4e9b\u5206\u7c7b\u4fe1\u606f\uff0c\u652f\u6301\u76f8\u5e94\u7684\u6570\u636e\u89d2\u8272\u3001\u6587\u6863\u7684\u6570\u636e\u989c\u8272\u683c\u5f0f\uff0c\u8fd8\u5305\u542b\u6d4f\u89c8\u7f16\u8f91\u3001\u5168\u6587\u68c0\u7d22\u3001\u95ee\u9898\u5206\u7c7b\u3001\u6279\u91cf\u4e0a\u4f20\u3001\u8bed\u6599\u751f\u6210\u3001\u6c34\u5370\u751f\u6210\u7b49\u529f\u80fd\u3002<\/span><\/p>\n<h4>3\uff09\u4eba\u5de5\u540e\u53f0<\/h4>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u8fd9\u662f\u673a\u5668\u4eba\u7684\u4eba\u5de5\u540e\u53f0\u3002\u4eba\u5de5\u540e\u53f0\u4e0a\u7ebf\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u8ddf\u4eba\u5de5\u540e\u53f0\u7684\u5ba2\u670d\u4eba\u5458\u804a\u5929\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u4ee5\u4e0a\u4f20\u56fe\u7247\u3002\u4e0e\u673a\u5668\u4eba\u95ee\u7b54\u4e0d\u540c\u7684\u662f\uff0c\u673a\u5668\u4eba\u6a21\u5f0f\u4e2d\u7528\u6237\u53ea\u80fd\u53d1\u6587\u5b57\uff0c\u800c\u4e0e\u5ba2\u670d\u4eba\u5458\u804a\u5929\uff0c\u53ef\u4ee5\u4e0a\u4f20\u6587\u6863\u3001\u63d2\u5165\u8868\u60c5\u3001\u8bf7\u6c42\u8bc4\u4ef7\u7b49\u3002\u5728\u8fd9\u91cc\u8fd8\u53ef\u4ee5\u505a\u5feb\u6377\u56de\u590d\u3001\u67e5\u770b\u77e5\u8bc6\u5e93\u3001\u6587\u6863\u5e93\u3001\u5ba2\u6237\u672c\u8eab\u7684\u4fe1\u606f\uff0c\u8fd8\u6709\u4e00\u4e9b\u667a\u80fd\u56de\u7b54\u3002<\/span><\/p>\n<p><span style=\"font-size: 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15px\">\u673a\u5668\u4eba\u5e73\u53f0\u8fd8\u63d0\u4f9b\u6570\u636e\u7edf\u8ba1\u548c\u5206\u6790\u529f\u80fd\uff0c\u8fd9\u4e00\u529f\u80fd\u662f\u57fa\u4e8eDavinci\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u5b8c\u6210\u7684\uff0c\u53ef\u4ee5\u81ea\u5b9a\u4e49\u6570\u636e\u6307\u6807\uff0c\u6bd4\u5982\u673a\u5668\u4eba\u670d\u52a1\u65f6\u957f\u3001\u670d\u52a1\u6267\u884c\u5ea6\u7b49\u3002\u8fd8\u53ef\u4ee5\u8fdb\u884c\u62a5\u8868\u7edf\u8ba1\uff1a\u4f1a\u8bdd\u7edf\u8ba1\u3001\u6587\u6863QA\u7edf\u8ba1\uff0c\u4eba\u5de5\u540e\u53f0\u670d\u52a1\u5206\u6790\u3001\u7528\u6237\u63d0\u95ee\u53e5\u4e91\u3001\u6d3b\u8dc3\u5ea6\u6392\u540d\u3001\u7528\u6237\u79ef\u5206\u3001\u7528\u6237\u884c\u4e3a\u8986\u76d6\u3001\u4f7f\u7528\u660e\u7ec6\u3002<\/span><\/p>\n<h4>6\uff09\u6a21\u578b\u7ba1\u7406<\/h4>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u673a\u5668\u4eba\u5e73\u53f0\u8fd8\u63d0\u4f9b\u901a\u7528\u5316\u6a21\u578b\u8fd0\u884c\u6258\u7ba1\u5e73\u53f0\uff0c\u5b83\u662f\u4e00\u4e2a\u9ad8\u53ef\u7528\u8fd0\u884c\u67b6\u6784\uff0c\u53ef\u4ee5\u8fdb\u884c\u6a21\u578b\u5c01\u88c5\u3001\u53d1\u5e03\u3001\u542f\u505c\u3001\u66f4\u65b0\u7ba1\u7406\uff0c\u8fd8\u5305\u62ec\u81ea\u52a8\u6570\u636e\u66f4\u65b0\u673a\u5236\u3001\u7edf\u4e00\u670d\u52a1\u8bbf\u95ee\u63a5\u53e3\u7b49\u3002<\/span><\/p>\n<h4>7\uff09\u591a\u79df\u6237\u548c\u89d2\u8272\u6743\u9650<\/h4>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u673a\u5668\u4eba\u5e73\u53f0\u63d0\u4f9b\u591a\u79df\u6237\u548c\u89d2\u8272\u6743\u9650\u7ba1\u7406\u7684\u529f\u80fd\uff0c\u5e76\u4e14\u5728\u516c\u53f8\u91cc\u63d0\u4f9b\u7528\u6237\u7684\u81ea\u52a8\u5bfc\u5165\uff0c\u901a\u8fc7\u914d\u7f6e\u76f8\u5e94\u7684\u89d2\u8272\u548c\u6743\u9650\uff0c\u81ea\u52a8\u5bfc\u5165\u6210\u673a\u5668\u4eba\u7684\u7528\u6237\u89d2\u8272\u6743\u9650\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u5c31\u4e0d\u7528\u7ef4\u62a4\u7528\u6237\u672c\u8eab\u4e86\uff0c\u53ef\u4ee5\u8ddf\u4e0d\u540c\u7684\u4e1a\u52a1\u7cfb\u7edf\u76f4\u63a5\u5bf9\u63a5\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u673a\u5668\u4eba\u5e73\u53f0\u7684\u5176\u4ed6\u529f\u80fd\uff0c\u8bf8\u5982\u4efb\u52a1\u914d\u7f6e\u3001\u95f2\u804a\u914d\u7f6e\u3001\u79ef\u5206\u7ba1\u7406\u3001\u5bf9\u63a5\u5916\u90e8\u7cfb\u7edf\u7b49\u529f\u80fd\u6b64\u5904\u4e0d\u4e00\u4e00\u5c55\u5f00\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">3.12&nbsp;\u673a\u5668\u4eba\u53d1\u5c55\u9636\u6bb5<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u5982\u56fe\u6240\u793a\u4e3a\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u7684\u53d1\u5c55\u9636\u6bb5\uff0c\u6211\u4eec\u5df2\u7ecf\u5b8c\u5168\u4e86\u524d\u9762\u9636\u6bb5\u7684\u673a\u5668\u4eba\u529f\u80fd\u5efa\u8bbe\uff0c\u5305\u62ec\u95ee\u7b54\u3001\u4eba\u5de5\u540e\u53f0\u7b49\u3002\u76ee\u524d\u6211\u4eec\u5904\u4e8e\u7b2c\u4e09\u9636\u6bb5\u5411\u7b2c\u56db\u9636\u6bb5\u6f14\u8fdb\u7684\u8fc7\u7a0b\uff0c<strong>\u6700\u7ec8\u6211\u4eec\u5e0c\u671b\u8fbe\u5230\u4e1a\u52a1\u9886\u57df\u7cfb\u7edf\u6027CUI\u6574\u5408\uff0c\u5373\u901a\u8fc7\u673a\u5668\u4eba\u4f1a\u8bdd\uff0c\u4ee5\u573a\u666f\u5f0f\u673a\u5668\u4eba\u7684\u65b9\u5f0f\u5c55\u793a\u7ed9\u5ba2\u6237\uff0c\u6210\u4e3a\u673a\u5668\u4eba\u52a9\u7406\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p style=\"text-align: center\"><span style=\"color: #3daad6\"><strong>\u56db\u3001\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u7684\u5e94\u7528\u573a\u666f<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #3daad6\">4.1 \u667a\u80fd\u5ba2\u670d\u673a\u5668\u4eba<\/span><\/h3>\n<p><span style=\"font-size: 15px\"><strong>\u667a\u80fd\u5ba2\u670d\u673a\u5668\u4eba\u7684\u521d\u8877\u662f\u89e3\u51b3\u5ba2\u670d\u7ba1\u7406\u90e8\u7684\u75db\u70b9\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5b9c\u4fe1\u6709\u5f88\u591a\u7ebf\u4e0b\u95e8\u5e97\uff0c\u8fd9\u4e9b\u95e8\u5e97\u4e2d\u7684\u9500\u552e\u4eba\u5458\u6709\u5927\u91cf\u7684\u95ee\u9898\uff0c\u6d89\u53ca\u5230\u653f\u7b56\u3001\u6cd5\u89c4\u3001\u6d41\u7a0b\u3001\u7ba1\u7406\u7b49\u4f17\u591a\u65b9\u9762\uff0c\u8fd9\u4e9b\u95ee\u9898\u90fd\u4f1a\u901a\u8fc7\u5185\u90e8\u6c9f\u901a\u5de5\u5177\u871c\u8702\u6216\u90ae\u4ef6\u96c6\u4e2d\u5230\u5ba2\u670d\u7ba1\u7406\u90e8\u6765\u89e3\u7b54\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 15px\">\u6c9f\u901a\u7684\u8fc7\u7a0b\u4e2d\uff0c\u56e0\u4e3a\u4eba\u6570\u548c\u95ee\u9898\u91cf\u592a\u5927\uff0c\u91cd\u590d\u5de5\u4f5c\u591a\u3001\u95ee\u9898\u96be\u8ddf\u8e2a\uff0c\u77e5\u8bc6\u96be\u6c89\u6dc0\u3001\u7f3a\u4e4f\u95ee\u9898\u7684\u7edf\u8ba1\u3001\u65e0\u6cd5\u9488\u5bf9\u6027\u7684\u57f9\u8bad\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5bf9\u4e8e\u95e8\u5e97\u5ba2\u670d\u548c\u9500\u552e\u4eba\u5458\u800c\u8a00\uff0c\u4eba\u5de5\u56de\u7b54\u7b49\u5f85\u65f6\u95f4\u5f88\u957f\uff0c\u5f71\u54cd\u5de5\u4f5c\u6548\u7387\uff0c\u5ba2\u670d\u5bb9\u6613\u60c5\u7eea\u6025\u8e81\uff0c\u4eba\u5de5\u89e3\u7b54\u4e5f\u4e0d\u6807\u51c6\u3002<\/span><\/li>\n<li><span style=\"font-size: 15px\">\u5bf9\u4e8e\u5ba2\u6237\u6765\u8bf4\uff0c\u7b49\u5f85\u65f6\u95f4\u8f83\u957f\uff0c\u5f71\u54cd\u5ba2\u6237\u4f53\u9a8c\u3001\u89e3\u7b54\u4e0d\u6807\u51c6\u3001\u5f71\u54cd\u54c1\u724c\u8ba4\u77e5\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 15px\"><strong>\u5f15\u5165\u667a\u80fd\u5ba2\u670d\u673a\u5668\u4eba\u4ee5\u540e\uff0c80%\u7684\u95ee\u9898\u88ab\u673a\u5668\u4eba\u62e6\u622a\uff0c\u5269\u4e0b\u768420%\u8f6c\u5230\u4eba\u5de5\u540e\u53f0\uff0c\u51cf\u8f7b\u4e86\u5ba2\u670d\u7ba1\u7406\u4eba\u5458\u7684\u538b\u529b\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u667a\u80fd\u5ba2\u670d\u673a\u5668\u4eba\u76ee\u524d\u670d\u52a1\u4e8e\u6240\u6709\u4e00\u7ebf\u7684\u5ba2\u670d\u540c\u4e8b\uff0c\u6210\u4e3a\u5ba2\u670d\u7ba1\u7406\u91cd\u8981\u7684\u65e5\u5e38\u5de5\u5177\u3002\u5ba2\u670d\u4eba\u5458\u53ea\u9700\u8981\u901a\u8fc7\u624b\u673a\u5c31\u53ef\u4ee5\u64cd\u4f5c\uff0c<strong>\u5b9e\u73b0\u4e86\u8fd0\u8425\u7ba1\u7406\u667a\u80fd\u5316\u4ece0\u52301\u7684\u8fc7\u7a0b\uff0c\u5e2e\u52a9\u8fd0\u8425\u4eba\u5458\u51cf\u8f7b\u538b\u529b\uff0c\u63d0\u5347\u8fd0\u8425\u6548\u7387\u3002<\/strong><\/span><\/p>\n<h3><span style=\"color: #3daad6\">4.2 \u8d22\u5bcc\u667a\u80fd\u52a9\u624b\u673a\u5668\u4eba<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u8d22\u5bcc\u9500\u552e\u8fc7\u7a0b\u4e2d\u6d89\u53ca\u5230\u5f88\u591a\u4ea7\u54c1\uff08\u57fa\u91d1\u3001\u4fdd\u9669\u7b49\uff09\uff0c\u9700\u8981\u4e86\u89e3\u4ea7\u54c1\u77e5\u8bc6\u3001\u653f\u7b56\u6cd5\u89c4\u3001\u9500\u552e\u8bdd\u672f\u7b49\u3002\u540c\u4e8b\u5e0c\u671b\u80fd\u6709\u4e00\u4e2a\u77e5\u8bc6\u578b\u7684\u52a9\u624b\uff0c\u534f\u52a9\u89e3\u7b54\u5728\u9500\u552e\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u8bf8\u591a\u77e5\u8bc6\u76f2\u70b9\uff0c\u63d0\u9ad8\u4e13\u4e1a\u5ea6\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u6211\u4eec\u8ba1\u5212\u4f7f\u7528\u804a\u5929\u673a\u5668\u4eba\u5c0f\u52a9\u624b\u4e0e\u73b0\u6709\u624b\u673aapp\u7ed3\u5408\uff0c\u5b9e\u73b0\u4ea7\u54c1\u3001\u5ba2\u6237\u3001\u77e5\u8bc6\u4e00\u7ad9\u5f0f\u670d\u52a1\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u8d22\u5bcc\u667a\u80fd\u52a9\u624b\u5e76\u4e0d\u662f\u76f4\u63a5\u8c03\u7528\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u800c\u662f\u901a\u8fc7API\u65b9\u5f0f\u8c03\u7528\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u7136\u540e\u53bb\u8be2\u95ee\u5404\u79cd\u652f\u6301\u9500\u552e\u7684\u95ee\u9898\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u76ee\u524d\u8d22\u5bcc\u667a\u80fd\u52a9\u624b\u673a\u5668\u4eba\u8986\u76d6\u6240\u6709\u4e00\u7ebf\u9500\u552e\u548c\u4e1a\u52a1\u652f\u6301\u4eba\u5458\uff0c\u89e3\u51b3\u6295\u524d\u3001\u6295\u4e2d\u3001\u6295\u540e\u3001\u9500\u552e\u653f\u7b56\u7b49\u95ee\u9898\uff0c\u63d0\u9ad8\u4e86\u4e1a\u52a1\u4e13\u4e1a\u5ea6\u3001\u54cd\u5e94\u901f\u5ea6\uff0c\u63d0\u5347\u4e1a\u52a1\u62d3\u5c55\u6548\u7387\u3002<\/strong><\/span><\/p>\n<h3><span style=\"color: #3daad6\">4.3 \u4fdd\u9669\u667a\u80fd\u673a\u5668\u4eba<\/span><\/h3>\n<p style=\"text-align: center\">&nbsp;<\/p>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u7b2c\u4e09\u4e2a\u573a\u666f\u662f\u4fdd\u9669\u667a\u80fd\u673a\u5668\u4eba\u3002\u5fae\u4fe1\u7528\u6237\u5b58\u5728\u5927\u91cf\u76f8\u5173\u95ee\u9898\u54a8\u8be2\uff0c\u4f7f\u7528\u4eba\u5458\u6765\u56de\u7b54\u7684\u8bdd\u75b2\u4e8e\u5e94\u4ed8\uff0c\u56de\u7b54\u4e5f\u4e0d\u4e13\u4e1a\uff0c\u4eba\u529b\u6210\u672c\u5f88\u9ad8\uff0c\u5e0c\u671b<strong>\u901a\u8fc7\u673a\u5668\u4eba\u5bf9\u552e\u524d\u7c7b\u95ee\u9898\u63d0\u4f9b\u54a8\u8be2\u670d\u52a1\uff0c\u4ee3\u66ff\u4eba\u5de5\uff0c\u5b8c\u6210\u552e\u524d\u4fe1\u606f\u4ea4\u4e92\uff0c\u5927\u5e45\u51cf\u5c11\u4eba\u5458\u6210\u672c\uff0c\u63d0\u9ad8\u56de\u7b54\u51c6\u786e\u7684\u548c\u7cbe\u51c6\u5ea6\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5982\u56fe\u6240\u793a\uff0c\u4fdd\u9669\u667a\u80fd\u673a\u5668\u4eba\u57fa\u4e8e\u7b2c\u4e09\u65b9\u77e5\u8bc6\u5e93\u63d0\u4f9b\u67e5\u8be2\uff1a\u5305\u62ec\u4fdd\u9669\u7c7b\u672f\u8bed\u67e5\u8be2\u3001\u75be\u75c5\u5e93\u67e5\u8be2\u3001\u9669\u79cd\u67e5\u8be2\u3001\u533b\u9662\u5e93\u7b49\u4fdd\u9669\u77e5\u8bc6\u5927\u5168\uff1b\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u548c\u63a8\u7406\u76841~3\u5ea6\u5185\u67e5\u8be2\u7b49\uff0c\u4f8b\u5982\uff1a\u6761\u6b3e\u660e\u7ec6\u8bf7\u95ee\u8fd9\u6b3e\u4ea7\u54c1\u6709\u72b9\u8c6b\u671f\u5417\uff1f\u6211\u5b69\u5b505\u5c81\u53ef\u4ee5\u4e70\u8fd9\u6b3e\u4ea7\u54c1\u5417\uff1f\u91cd\u75be\u9669\u90fd\u5305\u90a3\u4e9b\u75be\u75c5\uff1f\u8fd8\u53ef\u4ee5\u505a\u5e38\u89c1\u552e\u524d\u552e\u540e\u610f\u56fe\u5224\u65ad\u3001\u4fdd\u9669\u8d39\u7528\u9884\u8ba1\u7b97\u3002<\/span><\/p>\n<h3><span style=\"color: #3daad6\">4.4 AIOps\u8fd0\u7ef4\u673a\u5668\u4eba<\/span><\/h3>\n<p style=\"text-align: center\">\n<p><span style=\"font-size: 15px\">\u6700\u540e\u4e00\u4e2a\u573a\u666f\u662fAIOps\u667a\u80fd\u8fd0\u7ef4\u673a\u5668\u4eba\uff0cAIOps\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u8bdd\u9898\uff0c\u6d89\u53ca\u5230\u6d77\u91cf\u6570\u636e\u7684\u5b58\u50a8\u3001\u5206\u6790\u548c\u5904\u7406\u3002\u6570\u636e\u5305\u62ec\uff1a\u5386\u53f2\u6570\u636e\u3001\u6d41\u6570\u636e\u3001\u65e5\u5fd7\u6570\u636e\u3001\u65f6\u5e8f\u6570\u636e\u3001\u5f02\u5e38\u6570\u636e\u7b49\u3002\u6574\u4e2a\u7cfb\u7edf\u7531\u8bb8\u591a\u5c0f\u5de5\u5177\u96c6\u6210\u6210\u4e3a\u4e00\u4e2a\u5927\u7cfb\u7edf\u3002AIOps\u8fd8\u5305\u542b\u81ea\u52a8\u6a21\u5f0f\u53d1\u73b0\u548c\u9884\u6d4b\u3001\u5f02\u5e38\u68c0\u67e5\u3001\u6839\u56e0\u5206\u6790\u7b49\u9700\u8981\u6a21\u578b\u652f\u6301\u7b49\u65b9\u9762\u3002<\/span><\/p>\n<p><span style=\"font-size: 15px\"><strong>\u8fd9\u91cc\u6211\u4eec\u4e3b\u8981\u5173\u6ce8\u5165\u53e3\uff1a<\/strong><\/span><span style=\"font-size: 15px\"><strong>\u6587\u672c\u8f93\u5165\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15px\">\u5728\u65e5\u5e38\u8fd0\u7ef4\u4e2d\uff0c\u5f53\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u8fd0\u7ef4\u540c\u4e8b\u6536\u5230\u624b\u673a\u3001\u90ae\u4ef6\u6216\u77ed\u4fe1\u62a5\u8b66\uff0c\u5e0c\u671b\u901a\u8fc7\u624b\u673aAPP\uff0c\u4ee5\u81ea\u7136\u8bed\u8a00\u65b9\u5f0f\u67e5\u770b\u83b7\u5f97\u5f53\u524d\u7cfb\u7edf\u72b6\u6001\u3001\u968f\u65f6\u968f\u5730\u4e86\u89e3\u5f53\u524d\u7cfb\u7edf\uff0c\u751a\u81f3\u53ef\u4ee5\u901a\u8fc7\u8fd0\u7ef4\u6267\u884c\u547d\u4ee4\u6765\u89e3\u9664\u6545\u969c\u3002<\/span><\/p>\n<p><span style=\"font-size: 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