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2024\u5e7410\u670805\u65e5 00:00<\/em>\u00a0<\/span>\u9655\u897f<\/span><\/em><\/span><\/section>\n

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\u738b\u534e\u6811\uff1a<\/strong>\u65b0\u6280\u672f\u7684\u53d1\u5c55\uff0c\u7684\u786e\u5bf9\u4f20\u7edf\u7ffb\u8bd1\u7406\u8bba\u4e2d\u7684\u6982\u5ff5\u3001\u4e3b\u4f53\u3001\u5ba2\u4f53\u3001\u5b9a\u4e49\u3001\u80fd\u529b\u3001\u8fc7\u7a0b\u3001\u7ed3\u679c\u3001\u8bc4\u4ef7\u7b49\u8bf8\u591a\u65b9\u9762\u4ea7\u751f\u4e86\u51b2\u51fb\uff0c\u4f20\u7edf\u7ffb\u8bd1\u7406\u8bba\u96be\u4ee5\u5b8c\u5168\u89e3\u91ca\u548c\u5305\u5bb9\u65b0\u5174\u7ffb\u8bd1\u6280\u672f\u3001\u7406\u8bba\u9610\u91ca\u529b\u5ea6\u4e0d\u8db3\u7b49\u95ee\u9898\u65e5\u76ca\u51f8\u663e\u3002<\/p>\n
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\u5728\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\uff0c\u7ffb\u8bd1\u6280\u672f\u7684\u53d1\u5c55\u662f\u5426\u4f1a\u524a\u5f31\u8bd1\u5458\u4e3b\u4f53\u6027\uff1f\u60a8\u5982\u4f55\u770b\u5f85\u4eba\u4e0e\u673a\u5668\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u7684\u89d2\u8272\u8f6c\u6362\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u738b\u534e\u6811\uff1a<\/strong>\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\uff0c\u7ffb\u8bd1\u6280\u672f\u7684\u53d1\u5c55\u786e\u5b9e\u5bf9\u8bd1\u5458\u4e3b\u4f53\u6027\u4ea7\u751f\u5f71\u54cd\u3002\u4e00\u65b9\u9762<\/strong>\uff0c<\/strong>\u5728\u4eba\u673a\u534f\u4f5c\u7684\u5927\u73af\u5883\u4e0b\uff0c\u4e3b\u8981\u5de5\u4f5c\u4f3c\u4e4e\u7531\u673a\u5668\u5b8c\u6210\u3002\u5982\u679c\u8fc7\u5ea6\u4f9d\u8d56\u673a\u5668\u7ffb\u8bd1\uff0c\u8bd1\u5458\u53ef\u80fd\u4f1a\u9010\u6e10\u5931\u53bb\u4e3b\u52a8\u601d\u8003\u7684\u4e60\u60ef\uff0c\u521b\u9020\u6027\u548c\u5ba1\u7f8e\u80fd\u529b\u4f1a\u56e0\u6b64\u4e0b\u964d\uff0c\u5bf9\u7ffb\u8bd1\u8fc7\u7a0b\u7684\u6574\u4f53\u628a\u63a7\u80fd\u529b\u4e5f\u4f1a\u53d8\u5f31\u3002\u53e6\u4e00\u65b9\u9762\uff0c<\/strong>\u6280\u672f\u7684\u8fdb\u6b65\u4e5f\u4e3a\u8bd1\u5458\u817e\u51fa\u4e86\u66f4\u591a\u53d1\u6325\u521b\u9020\u529b\u7684\u7a7a\u95f4\u3002\u673a\u5668\u7ffb\u8bd1\u6548\u7387\u9ad8\u3001\u901f\u5ea6\u5feb\uff0c\u53ef\u4ee5\u5c06\u8bd1\u5458\u4ece\u91cd\u590d\u6027\u3001\u8017\u65f6\u8d39\u529b\u7684\u5de5\u4f5c\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u4f7f\u4ed6\u4eec\u80fd\u5c06\u7cbe\u529b\u6295\u5165\u5230\u66f4\u590d\u6742\u3001\u66f4\u5177\u521b\u9020\u6027\u7684\u7ffb\u8bd1\u4efb\u52a1\u4e2d\u3002\u540c\u65f6\uff0c\u901a\u8fc7\u4f7f\u7528\u5404\u79cd\u5de5\u5177\u89e3\u51b3\u4e0d\u540c\u95ee\u9898\uff0c\u8bd1\u5458\u7684\u7efc\u5408\u80fd\u529b\u5f97\u4ee5\u63d0\u9ad8\u3002\u56e0\u6b64\uff0c\u7ffb\u8bd1\u6280\u672f\u7684\u53d1\u5c55\u4e0d\u4ec5\u6ca1\u6709\u524a\u5f31\u8bd1\u5458\u4e3b\u4f53\u6027\uff0c\u53cd\u800c\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u5f3a\u5316\u4e86\u4ed6\u4eec\u7684\u521b\u9020\u529b\u3002<\/p>\n
\u8fd9\u53cd\u6620\u4e86\u6280\u672f\u8fdb\u6b65\u4e0e\u4eba\u7684\u4e3b\u4f53\u6027\u4e4b\u95f4\u7684\u8fa9\u8bc1\u5173\u7cfb\u3002\u6b63\u5982\u6d77\u5fb7\u683c\u5c14\u6240\u8a00\uff1a\u201c\u6280\u672f\u7684\u672c\u8d28\u5728\u4e8e\u2018\u89e3\u853d\u2019\u3002\u201d\u6280\u672f\u7684\u53d1\u5c55\u4e0d\u4ec5\u63ed\u793a\u4e86\u65b0\u7684\u53ef\u80fd\u6027\uff0c\u4e5f\u91cd\u65b0\u5b9a\u4e49\u4e86\u4eba\u5728\u5176\u4e2d\u626e\u6f14\u7684\u89d2\u8272\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u4eba\u65e2\u662f\u6280\u672f\u7684\u4e3b\u4eba\uff0c\u4e5f\u53ef\u80fd\u6ca6\u4e3a\u6280\u672f\u7684\u5974\u96b6\u3002\u8fd9\u5176\u4e2d\u7684\u5173\u952e\u5728\u4e8e\u6211\u4eec\u5982\u4f55\u8ba4\u8bc6\u548c\u628a\u63e1\u6280\u672f\u4e0e\u4eba\u7684\u5173\u7cfb\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u6280\u672f\u8fdb\u6b65\u7684\u540c\u65f6\uff0c\u4fdd\u6301\u548c\u63d0\u5347\u4eba\u7684\u4e3b\u4f53\u6027\u548c\u81ea\u4e3b\u6027\uff0c\u786e\u4fdd\u6280\u672f\u670d\u52a1\u4e8e\u4eba\uff0c\u800c\u975e\u63a7\u5236\u4eba\u7684\u751f\u6d3b\u3002<\/p>\n
\u4ece\u6280\u672f\u53d1\u5c55\u5386\u7a0b\u770b\uff0c\u4eba\u7c7b\u4e0d\u65ad\u63a8\u52a8\u6280\u672f\u521b\u65b0\uff0c\u6280\u672f\u4e5f\u5728\u63a8\u52a8\u4eba\u7c7b\u89d2\u8272\u8f6c\u53d8\u3002\u4eba\u4e0e\u673a\u5668\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u7684\u89d2\u8272\u8f6c\u6362\u662f\u81ea\u7136\u7684\u73b0\u8c61\u3002\u5728\u300a\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u300b\u4e00\u4e66\u4e2d\uff0c\u6211\u4e5f\u63d0\u5230\uff0c\u8fc7\u53bb\u7ffb\u8bd1\u662f\u4ee5\u4eba\u4e3a\u4e3b\uff0c\u73b0\u5728\u662f\u673a\u5668\/\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1+\u8bd1\u540e\u7f16\u8f91\uff0c\u672a\u6765\u53ef\u80fd\u662f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u4eba\u673a\u534f\u540c\uff0c\u518d\u5f80\u540e\u53ef\u80fd\u662f\u4ee5\u4eba\u5de5\u667a\u80fd\u4e3a\u4e3b\u3001\u4eba\u7c7b\u8fdb\u884c\u8f85\u52a9\u548c\u76d1\u7ba1\u3002<\/p>\n
\u4f5c\u4e3a\u8bd1\u5458\uff0c\u6211\u4eec\u5e94\u8be5\u79ef\u6781\u62e5\u62b1\u6280\u672f\u8fdb\u6b65\uff0c\u5145\u5206\u5229\u7528\u5b83\u5e26\u6765\u7684\u4fbf\u5229\u548c\u673a\u4f1a\u3002\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u8981\u4fdd\u6301\u6e05\u9192\u548c\u53cd\u601d\uff0c\u4e0d\u80fd\u5b8c\u5168\u53d7\u5236\u4e8e\u673a\u5668\uff0c\u8981\u5728\u4eba\u673a\u534f\u4f5c\u4e2d\u575a\u5b88\u81ea\u5df1\u4f5c\u4e3a\u4eba\u7684\u4e3b\u4f53\u5730\u4f4d\u3002\u53ea\u6709\u5728\u987a\u5e94\u6280\u672f\u53d1\u5c55\u6f6e\u6d41\u7684\u540c\u65f6\uff0c\u4e0d\u5fd8\u521d\u5fc3\uff0c\u575a\u6301\u4eba\u6587\u5173\u6000\u548c\u521b\u9020\u6027\u601d\u7ef4\uff0c\u8bd1\u5458\u624d\u80fd\u5728\u8fd9\u4e2a\u53d8\u9769\u7684\u65f6\u4ee3\u5145\u5206\u53d1\u6325\u81ea\u8eab\u4ef7\u503c\uff0c\u5b9e\u73b0\u81ea\u6211\u8d85\u8d8a\u3002<\/strong><\/p>\n<\/section>\n<\/section>\n
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\u95ee<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u5927\u8bed\u8a00\u6a21\u578b\u7ffb\u8bd1\u6280\u672f\u53d1\u5c55\u65e5\u65b0\u6708\u5f02\uff0c\u60a8\u8ba4\u4e3a\u8fd9\u662f\u5426\u4f1a\u524a\u5f31\u6216\u62b9\u6740\u8bd1\u5458\u7684\u8bdd\u8bed\u6743\uff1f\u5728\u4eba\u673a\u5171\u751f\u7684\u7ffb\u8bd1\u751f\u6001\u4e2d\uff0c\u8bd1\u5458\u5e94\u5982\u4f55\u4fdd\u6301\u81ea\u5df1\u7684\u4e3b\u5bfc\u5730\u4f4d\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u738b\u534e\u6811\uff1a<\/strong>\u5728\u5ba1\u89c6\u5927\u8bed\u8a00\u6a21\u578b\u7ffb\u8bd1\u6280\u672f\u5bf9\u8bd1\u5458\u8bdd\u8bed\u6743\u7684\u6f5c\u5728\u5f71\u54cd\u65f6\uff0c\u6211\u4eec\u9996\u5148\u5e94\u6d1e\u5bdf\u8fd9\u9879\u6280\u672f\u7684\u672c\u8d28\u3002\u5927\u8bed\u8a00\u6a21\u578b\u57fa\u4e8e\u6d77\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u53ca\u4e0d\u65ad\u4f18\u5316\u7684\u590d\u6742\u7b97\u6cd5\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u80fd\u6a21\u62df\u4eba\u7c7b\u5728\u8bed\u8a00\u7406\u89e3\u4e0e\u751f\u6210\u65b9\u9762\u7684\u80fd\u529b\u3002\u8fd9\u4e00\u6280\u672f\u7684\u5feb\u901f\u8fdb\u6b65\uff0c\u6807\u5fd7\u7740\u4eba\u673a\u5171\u751f\u65f6\u4ee3\u7684\u6765\u4e34\u3002\u8fd9\u79cd\u5171\u751f\u5173\u7cfb\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u66ff\u4ee3\uff0c\u800c\u662f\u4e00\u79cd\u5bf9\u4eba\u7c7b\u80fd\u529b\u7684\u5f3a\u5316\u4e0e\u8fb9\u754c\u7684\u5ef6\u5c55\u3002<\/strong><\/p>\n
\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u8bd1\u5458\u4e3b\u4f53\u6027\u88ab\u8d4b\u4e88\u4e86\u66f4\u6df1\u5c42\u6b21\u7684\u54f2\u5b66\u5185\u6db5\u3002\u8bd1\u5458\u4e3b\u4f53\u6027\u4e0d\u4ec5\u4f53\u73b0\u5728\u5bf9\u539f\u6587\u7684\u6df1\u523b\u7406\u89e3\u548c\u201c\u521b\u9020\u6027\u53db\u9006\u201d\uff0c\u66f4\u4f53\u73b0\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u5f70\u663e\u7684\u81ea\u7531\u610f\u5fd7\u4e0e\u521b\u9020\u6027\u52b3\u52a8\uff0c\u8fd9\u6b63\u662f\u4eba\u7c7b\u8bd1\u5458\u533a\u522b\u4e8e\u673a\u5668\u7ffb\u8bd1\u7684\u6839\u672c\u6240\u5728\u3002\u5927\u8bed\u8a00\u6a21\u578b\u5c3d\u7ba1\u5f3a\u5927\uff0c\u5374\u4f9d\u65e7\u7f3a\u4e4f\u8bd1\u5458\u72ec\u6709\u7684\u4e3b\u4f53\u6027\u3002\u5b83\u4eec\u53d7\u9650\u4e8e\u65e2\u5b9a\u6570\u636e\u548c\u7b97\u6cd5\uff0c\u5c1a\u4e0d\u80fd\u4f01\u53ca\u4eba\u7c7b\u5bf9\u8bed\u5883\u7684\u5fae\u5999\u611f\u77e5\u3001\u5bf9\u6587\u5316\u80cc\u666f\u7684\u6df1\u523b\u6d1e\u5bdf\u4ee5\u53ca\u5bf9\u6df1\u5c42\u542b\u4e49\u7684\u7cbe\u51c6\u6355\u6349\u3002<\/p>\n
\u5728\u6280\u672f\u76db\u884c\u7684\u65f6\u4ee3\uff0c\u6280\u672f\u7684\u610f\u5fd7\u4ee5\u201c\u8ba1\u7b97\u7edf\u6cbb\u201d\u7684\u903b\u8f91\u89c4\u8303\u7740\u4e16\u754c\u8fd0\u884c\uff0c\u6280\u672f\u7406\u6027\u8d8b\u5411\u4e8e\u628a\u4eba\u53d8\u4e3a\u201c\u5355\u5411\u5ea6\u7684\u4eba\u201d\u3002<\/strong>\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u91cd\u65b0\u754c\u5b9a\u4eba\u673a\u4e4b\u95f4\u7684\u4e92\u52a8\u5173\u7cfb\uff0c\u4eba\u673a\u5b6a\u751f\uff08Human-Machine Symbiosis\uff09\u662d\u793a\u7740\u6211\u4eec\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4eba\u673a\u5b6a\u751f\u53ef\u4ee5\u7406\u89e3\u4e3a\u662f\u4e00\u79cd\u4e92\u60e0\u4e92\u5229\u7684\u53cc\u5411\u5f3a\u5316\u5173\u7cfb\uff1a\u6280\u672f\u8d4b\u4e88\u4eba\u7c7b\u8d85\u51e1\u80fd\u529b\uff0c\u800c\u4eba\u7c7b\u8d4b\u4e88\u6280\u672f\u610f\u4e49\u548c\u4ef7\u503c\u3002<\/strong>\u5728\u8fd9\u79cd\u5171\u751f\u6a21\u5f0f\u4e0b\uff0c\u8bd1\u5458\u7684\u521b\u9020\u529b\u3001\u6279\u5224\u6027\u601d\u7ef4\u4ee5\u53ca\u5bf9\u6587\u5316\u7684\u7ec6\u817b\u611f\u77e5\u6784\u6210\u4e86\u5176\u4e0d\u53ef\u66ff\u4ee3\u7684\u4ef7\u503c\u3002<\/p>\n
\u6b63\u5982\u6d77\u5fb7\u683c\u5c14\u6240\u8a00\uff0c\u4eba\u7c7b\u5e94\u201c\u8bd7\u610f\u5730\u6816\u5c45\u201d\u3002\u5728\u7ffb\u8bd1\u9886\u57df\uff0c\u8bd1\u5458\u9700\u8981\u4ee5\u4e00\u79cd\u5145\u6ee1\u8bd7\u610f\u3001\u656c\u754f\u4e0e\u611f\u77e5\u7684\u59ff\u6001\uff0c\u6df1\u5165\u8bed\u8a00\u7684\u4e16\u754c\u4e2d\u3002\u8fd9\u79cd\u6816\u5c45\u65b9\u5f0f\u4e0d\u4ec5\u662f\u8868\u5c42\u7684\u8bed\u8a00\u8f6c\u6362\uff0c\u66f4\u5173\u4e4e\u5bf9\u8bed\u8a00\u80cc\u540e\u6240\u627f\u8f7d\u7684\u4eba\u6587\u3001\u5386\u53f2\u4e0e\u54f2\u5b66\u7684\u6df1\u5ea6\u6316\u6398\u3002\u6b63\u662f\u5728\u8fd9\u79cd\u5145\u6ee1\u8bd7\u610f\u7684\u63a2\u7d22\u4e2d\uff0c\u8bd1\u5458\u4e3b\u4f53\u6027\u5f97\u4ee5\u5f70\u663e\u548c\u91cd\u6784\u3002<\/p>\n
\u4e0e\u6280\u672f\u548c\u8c10\u5171\u751f\uff0c\u8bd1\u5458\u4e0d\u4ec5\u4e0d\u4f1a\u4e27\u5931\u8bdd\u8bed\u6743\uff0c\u53cd\u800c\u80fd\u5728\u6280\u672f\u8f85\u52a9\u4e0b\u8fdb\u4e00\u6b65\u53d1\u6325\u4e3b\u4f53\u6027\u3002<\/strong>\u8fd9\u79cd\u5171\u751f\u5173\u7cfb\u7684\u5b9e\u73b0\uff0c\u6709\u8d56\u4e8e\u8bd1\u5458\u5bf9\u8bed\u8a00\u7684\u6df1\u9083\u6d1e\u5bdf\u529b\u548c\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u7684\u79ef\u6781\u6295\u5165\u3002\u56e0\u6b64\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7ffb\u8bd1\u6280\u672f\u7684\u53d1\u5c55\u4e0d\u4f1a\u8ba9\u8bd1\u5458\u5931\u53bb\u8bdd\u8bed\u6743\uff0c\u800c\u662f\u63d0\u4f9b\u4e86\u8bd1\u5458\u5728\u65b0\u5174\u7ffb\u8bd1\u751f\u6001\u4e2d\u4e89\u53d6\u4e3b\u5bfc\u5730\u4f4d\u7684\u5951\u673a\u3002<\/p>\n<\/section>\n<\/section>\n
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\u5f00\u5c55\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u5f80\u5f80\u9700\u8981\u7ed3\u5408\u8de8\u5b66\u79d1\u77e5\u8bc6\uff0c\u90a3\u4e48\u5176\u4ed6\u5b66\u79d1\u7684\u4e13\u5bb6\u5b66\u8005\u662f\u5426\u66f4\u9002\u5408\u8fdb\u884c\u7ffb\u8bd1\u6280\u672f\u76f8\u5173\u7814\u7a76\u5462\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u738b\u534e\u6811\uff1a<\/strong>\u8de8\u5b66\u79d1\u7814\u7a76\u5bf9\u62d3\u5bbd\u7ffb\u8bd1\u7814\u7a76\u89c6\u91ce\u3001\u6df1\u5316\u5bf9\u7ffb\u8bd1\u73b0\u8c61\u7684\u8ba4\u77e5\u5177\u6709\u91cd\u8981\u4ef7\u503c\u3002\u7ffb\u8bd1\u6280\u672f\u6d89\u53ca\u7ffb\u8bd1\u5b66\u3001\u8bed\u8a00\u5b66\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u6570\u5b66\u3001\u8ba4\u77e5\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u3001\u7cfb\u7edf\u79d1\u5b66\u7b49\u591a\u95e8\u5b66\u79d1\uff0c\u501f\u9274\u5176\u4ed6\u5b66\u79d1\u7684\u7406\u8bba\u548c\u65b9\u6cd5\u6709\u52a9\u4e8e\u66f4\u5168\u9762\u5730\u7406\u89e3\u6280\u672f\u8fdb\u6b65\u5bf9\u7ffb\u8bd1\u5b9e\u8df5\u7684\u5f71\u54cd\u3002\u4f8b\u5982\uff0c\u6570\u636e\u79d1\u5b66\u3001\u4eba\u7c7b\u5de5\u6548\u5b66\u7b49\u9886\u57df\u7684\u7406\u8bba\u548c\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u7406\u89e3\u7ffb\u8bd1\u4e3b\u4f53\u4e0e\u6570\u5b57\u6280\u672f\u73af\u5883\u4e4b\u95f4\u7684\u4ea4\u4e92\u5173\u7cfb\uff0c\u4ece\u800c\u6316\u6398\u4eba\u673a\u534f\u4f5c\u6548\u7387\u63d0\u5347\u7684\u6700\u4f73\u8def\u5f84\u3002\u6280\u672f\u54f2\u5b66\u3001\u8ba4\u77e5\u79d1\u5b66\u7b49\u9886\u57df\u7684\u7814\u7a76\u89c6\u89d2\u80fd\u591f\u5e2e\u52a9\u6211\u4eec\u66f4\u5168\u9762\u5730\u7406\u89e3\u7ffb\u8bd1\u6280\u672f\uff0c\u66f4\u597d\u5e94\u5bf9\u7ffb\u8bd1\u6280\u672f\u5e26\u6765\u7684\u4f26\u7406\u548c\u8ba4\u77e5\u6311\u6218\u3002<\/p>\n
\u7136\u800c\uff0c\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u5176\u4ed6\u5b66\u79d1\u7684\u4e13\u5bb6\u5b66\u8005\u66f4\u9002\u5408\u4ece\u4e8b\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u3002\u4efb\u4f55\u8de8\u5b66\u79d1\u7814\u7a76\u90fd\u9700\u8981\u4ee5\u67d0\u4e00\u5b66\u79d1\u4e3a\u7acb\u8db3\u70b9\uff0c\u4ee5\u8be5\u5b66\u79d1\u7684\u7406\u8bba\u548c\u65b9\u6cd5\u4e3a\u57fa\u7840\uff0c\u518d\u5438\u6536\u5176\u4ed6\u5b66\u79d1\u7684\u517b\u5206\u3002<\/strong>\u5bf9\u4e8e\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u800c\u8a00\uff0c\u8fd9\u4e2a\u7acb\u8db3\u70b9\u65e0\u7591\u662f\u7ffb\u8bd1\u5b66\u672c\u8eab\u3002<\/p>\n
\u8bd5\u60f3\uff0c\u5982\u679c\u8ba9\u4e0d\u4e86\u89e3\u7ffb\u8bd1\u8fc7\u7a0b\u548c\u89c4\u5f8b\u7684\u4e13\u5bb6\u4e3b\u5bfc\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\uff0c\u5373\u4f7f\u4ed6\u4eec\u5728\u81ea\u5df1\u7684\u5b66\u79d1\u6709\u5f88\u9ad8\u9020\u8be3\uff0c\u53ef\u7531\u4e8e\u7f3a\u4e4f\u7ffb\u8bd1\u5b66\u57fa\u672c\u7d20\u517b\uff0c\u5176\u7814\u7a76\u5c06\u5f88\u96be\u771f\u6b63\u89e6\u53ca\u7ffb\u8bd1\u6280\u672f\u53d1\u5c55\u7684\u6838\u5fc3\u95ee\u9898\uff0c\u96be\u4ee5\u4e3a\u7ffb\u8bd1\u5b9e\u8df5\u63d0\u4f9b\u9488\u5bf9\u6027\u652f\u6301\u3002<\/p>\n
\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u7acb\u8db3\u4e8e\u7ffb\u8bd1\u5b66\u7684\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u5177\u6709\u660e\u663e\u4f18\u52bf\u3002\u4e00\u65b9\u9762\uff0c\u7ffb\u8bd1\u5b66\u7814\u7a76\u8005\u5bf9\u7ffb\u8bd1\u7684\u672c\u8d28\u548c\u89c4\u5f8b\u6709\u66f4\u6df1\u5165\u7684\u7406\u89e3\uff0c\u8fd9\u662f\u5f00\u5c55\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u7684\u57fa\u672c\u524d\u63d0\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u4ed6\u4eec\u5728\u501f\u9274\u5176\u4ed6\u5b66\u79d1\u6210\u679c\u65f6\uff0c\u80fd\u66f4\u597d\u6839\u636e\u7ffb\u8bd1\u7814\u7a76\u9700\u6c42\u8fdb\u884c\u7b5b\u9009\u548c\u8f6c\u5316\uff0c\u771f\u6b63\u5b9e\u73b0\u5b66\u79d1\u77e5\u8bc6\u7684\u6709\u673a\u878d\u5408\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u7684\u62fc\u51d1\u6216\u5ac1\u63a5\u3002<\/p>\n
\u5f53\u7136\uff0c\u8fd9\u5e76\u4e0d\u662f\u8bf4\u5176\u4ed6\u5b66\u79d1\u4e13\u5bb6\u5728\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u4e2d\u65e0\u7528\u6b66\u4e4b\u5730\u2014\u2014\u8bed\u8a00\u5b66\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u5b66\u79d1\u7684\u7814\u7a76\u89c6\u89d2\u548c\u65b9\u6cd5\u5bf9\u62d3\u5c55\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\u6709\u91cd\u8981\u4f5c\u7528\u3002\u5176\u4e2d\u7684\u5173\u952e\u662f\u8981\u5904\u7406\u597d\u5b66\u79d1\u501f\u9274\u548c\u5b66\u79d1\u7acb\u573a\u7684\u5173\u7cfb\uff0c\u65e2\u5728\u4ea4\u53c9\u878d\u5408\u4e2d\u4fdd\u6301\u7ffb\u8bd1\u5b66\u7684\u72ec\u7279\u4e3b\u4f53\u5730\u4f4d\uff0c\u53c8\u5145\u5206\u5229\u7528\u5176\u4ed6\u5b66\u79d1\u7684\u4f18\u52bf\uff0c\u5171\u540c\u63a8\u52a8\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u7684\u8fdb\u6b65\u4e0e\u53d1\u5c55\u3002<\/p>\n
\u603b\u800c\u8a00\u4e4b\uff0c\u8de8\u5b66\u79d1\u7814\u7a76\u4e3a\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u6ce8\u5165\u4e86\u65b0\u7684\u6d3b\u529b\uff0c\u4f46\u5b83\u4e0d\u5e94\u88ab\u7b80\u5355\u7b49\u540c\u4e8e\u201c\u5176\u4ed6\u5b66\u79d1\u4e13\u5bb6\u7814\u7a76\u7ffb\u8bd1\u201d\u3002\u53ea\u6709\u7acb\u8db3\u7ffb\u8bd1\u5b66\uff0c\u5bf9\u63a5\u56fd\u5bb6\u6218\u7565\u9700\u6c42\uff0c\u4ee5\u5f00\u653e\u5fc3\u6001\u5438\u6536\u5176\u4ed6\u5b66\u79d1\u7684\u8425\u517b\uff0c\u624d\u80fd\u771f\u6b63\u5b9e\u73b0\u5b66\u79d1\u95f4\u7684\u826f\u6027\u4ea4\u53c9\u4e92\u52a8\uff0c\u63a8\u52a8\u7ffb\u8bd1\u6280\u672f\u7814\u7a76\u5b9e\u73b0\u65b0\u7684\u98de\u8dc3\u3002<\/strong><\/p>\n<\/section>\n<\/section>\n
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\u95ee<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\u521b\u65b0\u53d1\u5c55\u7684\u65f6\u4ee3\uff0c\u5916\u8bed\u4e13\u4e1a\u5e94\u5982\u4f55\u57f9\u517b\u7b26\u5408\u65f6\u4ee3\u8981\u6c42\u7684\u590d\u5408\u578b\u4eba\u624d\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u738b\u534e\u6811\uff1a<\/strong>\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\u521b\u65b0\u53d1\u5c55\u7684\u65f6\u4ee3\uff0c\u5916\u8bed\u4e13\u4e1a\u6559\u80b2\u786e\u5b9e\u9762\u4e34\u7740\u524d\u6240\u672a\u6709\u7684\u6311\u6218\u3002\u5355\u4e00\u7684\u8bed\u8a00\u6280\u80fd\u5df2\u7ecf\u65e0\u6cd5\u6ee1\u8db3\u6280\u672f\u793e\u4f1a\u7684\u591a\u5143\u9700\u6c42\uff0c\u57f9\u517b\u5177\u6709\u8de8\u5b66\u79d1\u77e5\u8bc6\u548c\u7efc\u5408\u80fd\u529b\u7684\u590d\u5408\u578b\u4eba\u624d\u6210\u4e3a\u5173\u952e\u3002\u6211\u8ba4\u4e3a\uff0c\u5916\u8bed\u4e13\u4e1a\u6559\u80b2\u9700\u8981\u6253\u7834\u4f20\u7edf\u7684\u5b66\u79d1\u754c\u9650\uff0c\u4e0e\u5176\u4ed6\u5b66\u79d1\u6df1\u5ea6\u4ea4\u53c9\u878d\u5408\u3002<\/p>\n
\u9996\u5148\u662f\u4f20\u7edf\u6587\u79d1\u5185\u90e8\u7684\u4ea4\u53c9\u878d\u5408\u3002<\/strong>\u901a\u8fc7\u52a0\u5f3a\u4e0e\u6587\u5b66\u3001\u5386\u53f2\u5b66\u3001\u54f2\u5b66\u7b49\u5b66\u79d1\u7684\u4ea4\u53c9\u878d\u5408\uff0c\u53ef\u4ee5\u57f9\u517b\u5b66\u751f\u66f4\u5168\u9762\u7684\u4eba\u6587\u7d20\u517b\u3002\u4f8b\u5982\uff0c\u201c\u8bed\u8a00\u4e0e\u601d\u60f3\u53f2\u6982\u8bba\u201d\u8bfe\u7a0b\u5c06\u8bed\u8a00\u5b66\u3001\u5386\u53f2\u5b66\u548c\u54f2\u5b66\u6709\u673a\u7ed3\u5408\uff0c\u63a2\u8ba8\u8bed\u8a00\u6f14\u53d8\u4e0e\u601d\u60f3\u6d41\u6d3e\u5728\u4e0d\u540c\u6587\u5316\u80cc\u666f\u4e0b\u7684\u4e92\u52a8\u5173\u7cfb\u3002\u8bfe\u7a0b\u53ef\u4ee5\u6db5\u76d6\u8bed\u8a00\u8d77\u6e90\u3001\u4e3b\u8981\u601d\u60f3\u6d41\u6d3e\u3001\u8bed\u8a00\u4e0e\u601d\u7ef4\u7684\u5173\u7cfb\u7b49\u4e3b\u9898\uff0c\u8ba9\u5b66\u751f\u4ece\u591a\u89d2\u5ea6\u7406\u89e3\u8bed\u8a00\u4e0e\u601d\u60f3\u7684\u6df1\u5c42\u8054\u7cfb\u3002\u8fd9\u79cd\u8bfe\u7a0b\u4e0d\u4ec5\u80fd\u63d0\u5347\u5b66\u751f\u7684\u8bed\u8a00\u548c\u6587\u5316\u80fd\u529b\uff0c\u8fd8\u80fd\u57f9\u517b\u4ed6\u4eec\u5728\u5168\u7403\u5316\u80cc\u666f\u4e0b\u7684\u7cfb\u7edf\u6027\u548c\u6279\u5224\u6027\u601d\u7ef4\uff0c\u4e3a\u4ed6\u4eec\u672a\u6765\u4ece\u4e8b\u8de8\u6587\u5316\u4ea4\u6d41\u5de5\u4f5c\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n
\u5176\u6b21\u662f\u4e0e\u793e\u4f1a\u79d1\u5b66\u4ea4\u53c9\u878d\u5408\u3002<\/strong>\u901a\u8fc7\u5c06\u8bed\u8a00\u5b66\u3001\u4f20\u64ad\u5b66\u3001\u653f\u6cbb\u5b66\u3001\u7ecf\u6d4e\u5b66\u76f8\u7ed3\u5408\uff0c\u63a2\u8ba8\u8bed\u8a00\u5728\u5168\u7403\u5316\u8fdb\u7a0b\u4e2d\u7684\u4f5c\u7528\u3002\u4f8b\u5982\uff0c\u5728\u201c\u533a\u57df\u56fd\u522b\u7814\u7a76\u201d\u8bfe\u7a0b\u4e2d\uff0c\u5b66\u751f\u53ef\u4ee5\u901a\u8fc7\u5206\u6790\u4e0d\u540c\u56fd\u5bb6\u7684\u8bed\u8a00\u653f\u7b56\u548c\u6218\u7565\u5bf9\u5176\u7ecf\u6d4e\u548c\u653f\u6cbb\u7684\u5f71\u54cd\uff0c\u7406\u89e3\u8bed\u8a00\u5982\u4f55\u5728\u56fd\u9645\u4e8b\u52a1\u4e2d\u53d1\u6325\u4f5c\u7528\u3002\u8fd9\u79cd\u8de8\u5b66\u79d1\u5b66\u4e60\u4e0d\u4ec5\u80fd\u63d0\u5347\u5b66\u751f\u7684\u8bed\u8a00\u5e94\u7528\u80fd\u529b\uff0c\u8fd8\u80fd\u57f9\u517b\u4ed6\u4eec\u5728\u5168\u7403\u5316\u80cc\u666f\u4e0b\u7684\u6218\u7565\u601d\u7ef4\u3002<\/p>\n
\u7b2c\u4e09\u662f\u4e0e\u7406\u5de5\u79d1\u4ea4\u53c9\u878d\u5408\u3002<\/strong>\u5916\u8bed\u4e13\u4e1a\u4e0e\u7406\u5de5\u79d1\u7684\u878d\u5408\u5df2\u662f\u5927\u52bf\u6240\u8d8b\u3002\u201c\u5927\u8bed\u8a00\u6a21\u578b\u5f00\u53d1\u4e0e\u5e94\u7528\u201d\u8bfe\u7a0b\u53ef\u4ee5\u6307\u5bfc\u5b66\u751f\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u6587\u672c\u751f\u6210\u3001\u8bed\u8a00\u7406\u89e3\u3001\u7ffb\u8bd1\u4efb\u52a1\u5904\u7406\u53ca\u8de8\u6587\u5316\u8bed\u5883\u4e0b\u7684\u8bed\u8a00\u9002\u5e94\u4e0e\u4ea4\u6d41\u7b49\u3002\u201c\u8bed\u8a00\u4e0e\u4eba\u5de5\u667a\u80fd\u201d\u201c\u8bed\u8a00\u4e0e\u5927\u6570\u636e\u201d\u7b49\u8bfe\u7a0b\u53ef\u4ee5\u6307\u5bfc\u5b66\u751f\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08Natural Language Processing, NLP\uff09\u6280\u672f\u8fdb\u884c\u673a\u5668\u7ffb\u8bd1\u3001\u8bed\u97f3\u8bc6\u522b\u548c\u6587\u672c\u751f\u6210\u7b49\u4efb\u52a1\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u6316\u6398\u6280\u672f\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u8bed\u8a00\u4f7f\u7528\u8d8b\u52bf\u6216\u5f00\u53d1\u591a\u8bed\u8a00\u804a\u5929\u673a\u5668\u4eba\u3002\u8fd9\u79cd\u878d\u5408\u4e0d\u6b62\u662f\u63d0\u5347\u5b66\u751f\u6280\u672f\u80fd\u529b\uff0c\u66f4\u662f\u5bf9\u5176\u7efc\u5408\u80fd\u529b\u7684\u5168\u9762\u57f9\u517b\u3002<\/p>\n
\u603b\u7684\u6765\u8bf4\uff0c\u5916\u8bed\u4e13\u4e1a\u6559\u80b2\u9700\u8981\u4ece\u201c\u65b0\u7834\u5c40\u201d\u601d\u7ef4\u51fa\u53d1\uff0c\u6253\u7834\u201c\u5c0f\u6587\u79d1\u201d\u601d\u7ef4\uff0c\u6784\u5efa\u201c\u5927\u6587\u79d1\u201d\u89c6\u91ce\uff0c\u5b9e\u73b0\u66f4\u9ad8\u5c42\u6b21\u7684\u878d\u5408\u3002\u8fd9\u4e0d\u4ec5\u662f\u5b66\u79d1\u53d1\u5c55\u7684\u8981\u6c42\uff0c\u66f4\u662f\u5bf9\u65f6\u4ee3\u53d1\u5c55\u7684\u56de\u5e94\u3002<\/p>\n<\/section>\n<\/section>\n
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\u95ee<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u7ffb\u8bd1\u6280\u672f\u7684\u5174\u8d77\u662f\u5426\u610f\u5473\u7740\u6211\u4eec\u9700\u8981\u91cd\u65b0\u5ba1\u89c6\u7ffb\u8bd1\u4f26\u7406\uff1f\u5982\u4f55\u5728\u6280\u672f\u53d1\u5c55\u548c\u4f26\u7406\u5b88\u5219\u4e4b\u95f4\u5bfb\u6c42\u5e73\u8861\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u5728\u6280\u672f\u53d1\u5c55\u548c\u4f26\u7406\u5b88\u5219\u4e4b\u95f4\u5bfb\u6c42\u5e73\u8861\u786e\u5b9e\u662f\u4e2a\u6311\u6218\uff0c\u4f46\u4e5f\u5e76\u975e\u65e0\u89e3\u3002\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u52a0\u5f3a\u4f26\u7406\u51c6\u5219\u7684\u5236\u5b9a\u548c\u6267\u884c\u3001\u6df1\u5316\u884c\u4e1a\u5185\u5916\u5bf9\u4f26\u7406\u6559\u80b2\u7684\u91cd\u89c6\u7b49\u65b9\u5f0f\u6765\u5e94\u5bf9\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8981\u4ece\u6280\u672f\u6cbb\u7406\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u6784\u5efa\u5168\u9762\u7684\u76d1\u7ba1\u4f53\u7cfb\uff0c\u4ee5\u786e\u4fdd\u6280\u672f\u53d1\u5c55\u4e0d\u4f1a\u504f\u79bb\u4f26\u7406\u7684\u8f68\u9053\u3002\u540c\u65f6\uff0c\u4e5f\u8981\u52a0\u5f3a\u5bf9\u6280\u672f\u4f26\u7406\u7684\u54f2\u5b66\u53cd\u601d\u3002\u4f26\u7406\u7edd\u4e0d\u4ec5\u4ec5\u662f\u4e00\u5957\u89c4\u5219\uff0c\u66f4\u662f\u5bf9\u6280\u672f\u672c\u8d28\u53ca\u5176\u793e\u4f1a\u5f71\u54cd\u7684\u6df1\u523b\u601d\u8003\u3002<\/strong>\u6211\u4eec\u9700\u8981\u95ee\u81ea\u5df1\uff1a\u6280\u672f\u7684\u6700\u7ec8\u76ee\u6807\u662f\u4ec0\u4e48\uff1f\u5b83\u662f\u5426\u771f\u6b63\u670d\u52a1\u4e8e\u4eba\u7c7b\u798f\u7949\uff1f\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u662f\u5426\u5ffd\u89c6\u4e86\u67d0\u4e9b\u91cd\u8981\u7684\u4f26\u7406\u4ef7\u503c\uff1f\u552f\u6709\u5ba1\u614e\u3001\u5168\u9762\u5730\u8bc4\u4f30\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4f26\u7406\u5f71\u54cd\uff0c\u6211\u4eec\u624d\u80fd\u5728\u6280\u672f\u53d1\u5c55\u4e0e\u4f26\u7406\u89c4\u8303\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u70b9\u3002<\/p>\n
\u4f5c\u4e3a\u7ffb\u8bd1\u4ece\u4e1a\u8005\uff0c\u6211\u4eec\u5fc5\u987b\u6e05\u695a\u8ba4\u8bc6\u6280\u672f\u53d1\u5c55\u5f15\u53d1\u7684\u79cd\u79cd\u4f26\u7406\u95ee\u9898\uff0c\u65e2\u4e0d\u80fd\u9009\u62e9\u6027\u5ffd\u89c6\uff0c\u4e5f\u4e0d\u80fd\u62b1\u6709\u4fa5\u5e78\u5fc3\u7406\uff0c\u800c\u662f\u8981\u79ef\u6781\u4f5c\u4e3a\u3002\u5728\u62e5\u62b1\u6280\u672f\u8fdb\u6b65\u7684\u540c\u65f6\uff0c\u6211\u4eec\u5e94\u4ee5\u9ad8\u5ea6\u7684\u8d23\u4efb\u5fc3\u548c\u4f7f\u547d\u611f\uff0c\u634d\u536b\u7ffb\u8bd1\u4ece\u4e1a\u8005\u7684\u57fa\u672c\u6743\u76ca\uff0c\u7ef4\u62a4\u884c\u4e1a\u7684\u516c\u5e73\u6b63\u4e49\u3002\u53ea\u6709\u5b9e\u73b0\u6280\u672f\u53d1\u5c55\u548c\u4f26\u7406\u5b88\u5219\u7684\u52a8\u6001\u5e73\u8861\uff0c\u624d\u80fd\u63a8\u52a8\u884c\u4e1a\u6301\u7eed\u5065\u5eb7\u53d1\u5c55\u3002\u5728\u73b0\u4ee3\u6280\u672f\u8fc5\u731b\u53d1\u5c55\u7684\u80cc\u666f\u4e0b\uff0c\u7f3a\u4e4f\u8d23\u4efb\u611f\u6216\u8bb8\u662f\u6700\u4e3a\u4e25\u91cd\u7684\u5931\u804c\u3002\u4f5c\u4e3a\u7ffb\u8bd1\u6280\u672f\u65f6\u4ee3\u7684\u53c2\u4e0e\u8005\u548c\u89c1\u8bc1\u8005\uff0c\u6211\u4eec\u4efb\u91cd\u800c\u9053\u8fdc\u3002<\/p>\n<\/section>\n<\/section>\n
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\u95ee<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u5927\u8bed\u8a00\u6a21\u578b\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u662f\u5426\u4f1a\u52a0\u5267\u8bed\u8a00\u548c\u6587\u5316\u7684\u540c\u8d28\u5316\uff1f\u5982\u4f55\u5728\u4fc3\u8fdb\u6280\u672f\u53d1\u5c55\u7684\u540c\u65f6\u4fdd\u62a4\u8bed\u8a00\u548c\u6587\u5316\u7684\u591a\u6837\u6027\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u738b\u534e\u6811\uff1a<\/strong>\u6280\u672f\u4e0e\u8bed\u8a00\u7684\u5173\u7cfb\u4e0d\u4ec5\u662f\u5de5\u5177\u6027\u7684\uff0c\u66f4\u6d89\u53ca\u6df1\u5c42\u6b21\u7684\u6587\u5316\u548c\u610f\u8bc6\u5f62\u6001\u5f71\u54cd\u3002<\/strong>\u8bed\u8a00\u4e0d\u4ec5\u662f\u4ea4\u6d41\u7684\u5a92\u4ecb\uff0c\u66f4\u662f\u6587\u5316\u8ba4\u540c\u611f\u548c\u793e\u4f1a\u4ef7\u503c\u89c2\u7684\u8f7d\u4f53\u3002\u5927\u8bed\u8a00\u6a21\u578b\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u4e0d\u4ec5\u5728\u8bed\u8a00\u5c42\u9762\u4ea7\u751f\u6df1\u8fdc\u5f71\u54cd\uff0c\u8fd8\u53ef\u80fd\u52a0\u5267\u6587\u5316\u540c\u8d28\u5316\u3002<\/p>\n
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