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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u4e3a\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u8303\u5f0f\u3002\u5b83\u5e76\u975e\u7b80\u5355\u5730\u66ff\u4ee3\u4f20\u7edf\u516c\u5f0f\uff0c\u800c\u662f\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u5e93\u5b58\u51b3\u7b56\u7684\u903b\u8f91\u2014\u2014\u4ece\u57fa\u4e8e\u5386\u53f2\u7684\u88ab\u52a8\u54cd\u5e94\uff0c\u8f6c\u53d8\u4e3a\u57fa\u4e8e\u591a\u7ef4\u6570\u636e\u7684\u201c\u4e3b\u52a8\u9884\u6d4b\u201d\u4e0e\u201c\u6301\u7eed\u5b66\u4e60\u201d\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"ML%E8%BF%AD%E4%BB%A3%E4%BC%98%E5%8C%96%E7%9A%84%E6%A0%B8%E5%BF%83%E9%80%BB%E8%BE%91%EF%BC%9A%E4%B8%8D%E6%AD%A2%E6%98%AF%E9%A2%84%E6%B5%8B%EF%BC%8C%E6%9B%B4%E6%98%AF%E6%8C%81%E7%BB%AD%E5%AD%A6%E4%B9%A0\"><\/span>ML\u8fed\u4ee3\u4f18\u5316\u7684\u6838\u5fc3\u903b\u8f91\uff1a\u4e0d\u6b62\u662f\u9884\u6d4b\uff0c\u66f4\u662f\u6301\u7eed\u5b66\u4e60<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u6570\u636e\u9a71\u52a8\u7684\u9700\u6c42\u9884\u6d4b<\/strong>\uff1aML\u6a21\u578b\u80fd\u591f\u7a81\u7834\u4f20\u7edf\u7edf\u8ba1\u65b9\u6cd5\u7684\u9650\u5236\uff0c\u878d\u5408\u9500\u552e\u5386\u53f2\u3001\u4ea7\u54c1\u5c5e\u6027\u3001\u4fc3\u9500\u8ba1\u5212\u3001\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\u3001\u5b63\u8282\u6027\u56e0\u5b50\u751a\u81f3\u793e\u4ea4\u5a92\u4f53\u70ed\u5ea6\u7b49\u591a\u7ef4\u5ea6\u6570\u636e\uff0c\u6784\u5efa\u51fa\u8fdc\u6bd4\u5355\u4e00\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u66f4\u7cbe\u51c6\u3001\u66f4\u5177\u524d\u77bb\u6027\u7684\u9700\u6c42\u9884\u6d4b\u6a21\u578b\u3002<\/li>\n<li><strong>\u52a8\u6001\u53c2\u6570\u7684\u5b9e\u65f6\u8c03\u6574<\/strong>\uff1aML\u9a71\u52a8\u7684\u7cfb\u7edf\u53ef\u4ee5\u6839\u636e\u4f01\u4e1a\u8bbe\u5b9a\u7684\u670d\u52a1\u6c34\u5e73\u76ee\u6807\u3001\u5e93\u5b58\u6301\u6709\u6210\u672c\u3001\u7f3a\u8d27\u6210\u672c\u4ee5\u53ca\u5b9e\u65f6\u7684\u4f9b\u5e94\u94fe\u98ce\u9669\u8bc4\u4f30\uff08\u5982\u4f9b\u5e94\u5546\u4ea4\u4ed8\u51c6\u65f6\u7387\u53d8\u5316\uff09\uff0c\u52a8\u6001\u3001\u81ea\u52a8\u5316\u5730\u8ba1\u7b97\u5e76\u5efa\u8bae\u6700\u4f18\u7684\u5b89\u5168\u5e93\u5b58\u6c34\u4f4d\u3002\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u4e00\u6210\u4e0d\u53d8\u7684\u6570\u5b57\uff0c\u800c\u662f\u4e00\u4e2a\u968f\u4e1a\u52a1\u73af\u5883\u53d8\u5316\u7684\u52a8\u6001\u53c2\u6570\u3002<\/li>\n<li><strong>\u7b97\u6cd5\u6a21\u578b\u7684\u81ea\u6211\u8fed\u4ee3<\/strong>\uff1a\u8fd9\u6216\u8bb8\u662fML\u6700\u6838\u5fc3\u7684\u4ef7\u503c\u3002\u6a21\u578b\u4f1a\u6301\u7eed\u5b66\u4e60\u65b0\u7684\u9500\u552e\u6570\u636e\u548c\u5e02\u573a\u53cd\u9988\uff0c\u81ea\u52a8\u8bc6\u522b\u9884\u6d4b\u504f\u5dee\u7684\u89c4\u5f8b\uff0c\u5e76\u8fdb\u884c\u81ea\u6211\u4f18\u5316\u3002\u8fd9\u610f\u5473\u7740\u5e93\u5b58\u7b56\u7565\u80fd\u591f\u50cf\u4e00\u4e2a\u6709\u673a\u4f53\u4e00\u6837\uff0c\u4e0d\u65ad\u9002\u5e94\u65b0\u7684\u5e02\u573a\u6a21\u5f0f\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u6301\u7eed\u6539\u8fdb\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"ML%E6%A8%A1%E5%9E%8B%E4%B8%8E%E4%BC%A0%E7%BB%9F%E7%BB%9F%E8%AE%A1%E9%A2%84%E6%B5%8B%E7%9A%84%E6%A0%B8%E5%BF%83%E5%8C%BA%E5%88%AB\"><\/span>ML\u6a21\u578b\u4e0e\u4f20\u7edf\u7edf\u8ba1\u9884\u6d4b\u7684\u6838\u5fc3\u533a\u522b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e3a\u4e86\u66f4\u6e05\u6670\u5730\u7406\u89e3\u5176\u53d8\u9769\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u8fdb\u884c\u5bf9\u6bd4\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u7279\u5f81\u7ef4\u5ea6<\/th>\n<th align=\"left\">\u4f20\u7edf\u7edf\u8ba1\u9884\u6d4b<\/th>\n<th align=\"left\">\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u53d8\u91cf\u7ef4\u5ea6<\/strong><\/td>\n<td align=\"left\">\u4e3b\u8981\u4f9d\u8d56\u5355\u4e00\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff08\u5982\u5386\u53f2\u9500\u91cf\uff09<\/td>\n<td align=\"left\">\u53ef\u878d\u5408\u5185\u5916\u90e8\u4e0a\u767e\u4e2a\u76f8\u5173\u7279\u5f81\uff08\u591a\u7ef4\u7279\u5f81\u8f93\u5165\uff09<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u6a21\u5f0f\u8bc6\u522b<\/strong><\/td>\n<td align=\"left\">\u901a\u5e38\u57fa\u4e8e\u7ebf\u6027\u5173\u7cfb\u5047\u8bbe\uff0c\u96be\u4ee5\u6355\u6349\u590d\u6742\u5173\u8054<\/td>\n<td align=\"left\">\u64c5\u957f\u8bc6\u522b\u6570\u636e\u4e2d\u975e\u7ebf\u6027\u7684\u3001\u9690\u85cf\u7684\u590d\u6742\u6a21\u5f0f<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u4f18\u5316\u76ee\u6807<\/strong><\/td>\n<td align=\"left\">\u76ee\u6807\u5355\u4e00\uff0c\u901a\u5e38\u662f\u6700\u5c0f\u5316\u9884\u6d4b\u8bef\u5dee<\/td>\n<td align=\"left\">\u53ef\u5b9e\u73b0\u591a\u76ee\u6807\u4f18\u5316\uff0c\u5e73\u8861\u6210\u672c\u3001\u670d\u52a1\u6c34\u5e73\u3001\u5468\u8f6c\u7387\u7b49\u591a\u4e2a\u4e1a\u52a1\u6307\u6807<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E5%88%86%E6%AD%A5%E5%AE%9E%E6%96%BD%EF%BC%9A%E5%B0%86ML%E5%BA%93%E5%AD%98%E4%BC%98%E5%8C%96%E8%90%BD%E5%9C%B0%E7%9A%84%E5%9B%9B%E9%98%B6%E6%AE%B5%E8%B7%AF%E5%BE%84\"><\/span>\u4e09\u3001\u5206\u6b65\u5b9e\u65bd\uff1a\u5c06ML\u5e93\u5b58\u4f18\u5316\u843d\u5730\u7684\u56db\u9636\u6bb5\u8def\u5f84<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5c06\u673a\u5668\u5b66\u4e60\u4ece\u6982\u5ff5\u8f6c\u5316\u4e3a\u5b9e\u9645\u7684\u4e1a\u52a1\u6210\u679c\uff0c\u9700\u8981\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u5b9e\u65bd\u8def\u5f84\u3002\u57fa\u4e8e\u6211\u4eec\u670d\u52a1\u6570\u5343\u5bb6\u4f01\u4e1a\u7684\u7ecf\u9a8c\uff0c\u6211\u4eec\u5c06\u5176\u5f52\u7eb3\u4e3a\u56db\u4e2a\u5173\u952e\u9636\u6bb5\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%98%B6%E6%AE%B5%E4%B8%80%EF%BC%9A%E6%95%B0%E6%8D%AE%E5%87%86%E5%A4%87%E4%B8%8E%E6%B2%BB%E7%90%86\"><\/span>\u9636\u6bb5\u4e00\uff1a\u6570\u636e\u51c6\u5907\u4e0e\u6cbb\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u662f\u6574\u4e2a\u9879\u76ee\u7684\u57fa\u7840\u3002ML\u6a21\u578b\u7684\u6027\u80fd\u4e0a\u9650\u53d6\u51b3\u4e8e\u8f93\u5165\u6570\u636e\u7684\u8d28\u91cf\u548c\u5e7f\u5ea6\u3002<\/p>\n<ul>\n<li><strong>\u660e\u786e\u6570\u636e\u6e90<\/strong>\uff1a\u9996\u5148\u9700\u8981\u76d8\u70b9\u548c\u6574\u5408\u4f01\u4e1a\u5185\u90e8\u7684\u6838\u5fc3\u6570\u636e\uff0c\u5305\u62ecERP\u4e2d\u7684\u9500\u552e\u8ba2\u5355\u3001\u91c7\u8d2d\u8ba2\u5355\u3001\u5e93\u5b58\u8bb0\u5f55\uff0cWMS\u4e2d\u7684\u51fa\u5165\u5e93\u6d41\u6c34\uff0c\u4ee5\u53caCRM\u4e2d\u7684\u5ba2\u6237\u4fe1\u606f\u548c\u4fc3\u9500\u6d3b\u52a8\u8ba1\u5212\u3002<\/li>\n<li><strong>\u5f15\u5165\u5916\u90e8\u53d8\u91cf<\/strong>\uff1a\u6839\u636e\u4e1a\u52a1\u7279\u6027\uff0c\u6709\u9009\u62e9\u5730\u5f15\u5165\u5916\u90e8\u6570\u636e\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u6d88\u8d39\u54c1\u884c\u4e1a\uff0c\u5b63\u8282\u6027\u6307\u6570\u3001\u8282\u5047\u65e5\u4fe1\u606f\u3001\u5b8f\u89c2\u7ecf\u6d4e\u6570\u636e\u662f\u91cd\u8981\u8865\u5145\uff1b\u5bf9\u4e8e\u53d7\u5929\u6c14\u5f71\u54cd\u7684\u884c\u4e1a\uff0c\u5386\u53f2\u6c14\u8c61\u6570\u636e\u5219\u5fc5\u4e0d\u53ef\u5c11\u3002<\/li>\n<li><strong>\u786e\u4fdd\u6570\u636e\u8d28\u91cf<\/strong>\uff1a\u5efa\u7acb\u4e00\u5957\u6807\u51c6\u5316\u7684\u6570\u636e\u6e05\u6d17\u3001\u53bb\u91cd\u3001\u586b\u8865\u7f3a\u5931\u503c\u7684\u6d41\u7a0b\u3002\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u3001\u4e00\u81f4\u6027\u548c\u5b8c\u6574\u6027\uff0c\u662f\u6a21\u578b\u6210\u529f\u7684\u5148\u51b3\u6761\u4ef6\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E9%98%B6%E6%AE%B5%E4%BA%8C%EF%BC%9A%E7%AE%97%E6%B3%95%E6%A8%A1%E5%9E%8B%E9%80%89%E5%9E%8B%E4%B8%8E%E8%AE%AD%E7%BB%83\"><\/span>\u9636\u6bb5\u4e8c\uff1a\u7b97\u6cd5\u6a21\u578b\u9009\u578b\u4e0e\u8bad\u7ec3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6570\u636e\u51c6\u5907\u5c31\u7eea\u540e\uff0c\u4fbf\u8fdb\u5165\u6a21\u578b\u6784\u5efa\u9636\u6bb5\u3002<\/p>\n<ul>\n<li><strong>\u786e\u5b9a\u5173\u952e\u9884\u6d4b\u76ee\u6807<\/strong>\uff1a\u6700\u6838\u5fc3\u7684\u76ee\u6807\u901a\u5e38\u662f\u672a\u6765\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u9500\u91cf\u9884\u6d4b\u548c\u4f9b\u5e94\u5546\u4ea4\u4ed8\u7684\u63d0\u524d\u671f\u9884\u6d4b\u3002\u8fd9\u4e24\u4e2a\u53d8\u91cf\u662f\u8ba1\u7b97\u52a8\u6001\u5b89\u5168\u5e93\u5b58\u7684\u5173\u952e\u8f93\u5165\u3002<\/li>\n<li><strong>\u9009\u62e9\u5408\u9002\u7684\u5e93\u5b58\u9884\u6d4b\u7b97\u6cd5\u6a21\u578b<\/strong>\uff1a\u6839\u636e\u6570\u636e\u7684\u7279\u6027\u548c\u4e1a\u52a1\u590d\u6742\u5ea6\uff0c\u53ef\u4ee5\u9009\u62e9\u4e0d\u540c\u7684\u7b97\u6cd5\u3002\u5e38\u89c1\u6a21\u578b\u5305\u62ec\u5904\u7406\u65f6\u95f4\u5e8f\u5217\u7684ARIMA\u3001Prophet\uff0c\u5904\u7406\u591a\u7ef4\u7279\u5f81\u7684\u56de\u5f52\u6a21\u578b\uff08\u5982\u7ebf\u6027\u56de\u5f52\u3001\u5cad\u56de\u5f52\uff09\uff0c\u4ee5\u53ca\u66f4\u4e3a\u590d\u6742\u7684\u96c6\u6210\u5b66\u4e60\u6a21\u578b\uff08\u5982\u68af\u5ea6\u63d0\u5347\u6811XGBoost\u3001LightGBM\uff09\u3002<\/li>\n<li><strong>\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1<\/strong>\uff1a\u4f7f\u7528\u5386\u53f2\u6570\u636e\u5bf9\u9009\u5b9a\u7684\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u7b49\u65b9\u6cd5\u8bc4\u4f30\u5176\u5728\u672a\u77e5\u6570\u636e\u4e0a\u7684\u9884\u6d4b\u51c6\u786e\u6027\u3002\u8fd9\u4e00\u6b65\u65e8\u5728\u627e\u5230\u6700\u9002\u5408\u4f01\u4e1a\u81ea\u8eab\u6570\u636e\u6a21\u5f0f\u7684\u201c\u6700\u4f18\u89e3\u201d\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E9%98%B6%E6%AE%B5%E4%B8%89%EF%BC%9A%E7%B3%BB%E7%BB%9F%E9%9B%86%E6%88%90%E4%B8%8E%E4%B8%9A%E5%8A%A1%E6%B5%81%E7%A8%8B%E5%B5%8C%E5%85%A5\"><\/span>\u9636\u6bb5\u4e09\uff1a\u7cfb\u7edf\u96c6\u6210\u4e0e\u4e1a\u52a1\u6d41\u7a0b\u5d4c\u5165<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6a21\u578b\u672c\u8eab\u65e0\u6cd5\u76f4\u63a5\u521b\u9020\u4ef7\u503c\uff0c\u5fc5\u987b\u5c06\u5176\u80fd\u529b\u5d4c\u5165\u5230\u65e5\u5e38\u4e1a\u52a1\u6d41\u7a0b\u4e2d\u3002<\/p>\n<ul>\n<li><strong>\u5c06ML\u6a21\u578b\u4e0e\u73b0\u6709ERP\u7cfb\u7edf\u5bf9\u63a5<\/strong>\uff1a\u901a\u8fc7API\u7b49\u65b9\u5f0f\uff0c\u5c06\u8bad\u7ec3\u597d\u7684ML\u6a21\u578b\u4e0e\u4f01\u4e1a\u7684ERP\u6216\u4f9b\u5e94\u94fe\u7ba1\u7406\u7cfb\u7edf\u6253\u901a\uff0c\u4f7f\u5176\u80fd\u591f\u81ea\u52a8\u83b7\u53d6\u6240\u9700\u6570\u636e\uff0c\u5e76\u8fd4\u56de\u9884\u6d4b\u7ed3\u679c\u3002<\/li>\n<li><strong>\u8f93\u51fa\u52a8\u6001\u3001\u667a\u80fd\u7684\u8865\u8d27\u5efa\u8bae<\/strong>\uff1a\u7cfb\u7edf\u7684\u6700\u7ec8\u4ea7\u51fa\u4e0d\u5e94\u53ea\u662f\u4e00\u4e2a\u9884\u6d4b\u6570\u5b57\uff0c\u800c\u5e94\u662f\u5177\u4f53\u7684\u3001\u53ef\u6267\u884c\u7684\u8865\u8d27\u5efa\u8bae\uff0c\u4f8b\u5982\uff1a\u201cSKU-A\uff0c\u5efa\u8bae\u672c\u5468\u8865\u8d27X\u4ef6\uff0c\u4ee5\u5728\u7ef4\u630198%\u670d\u52a1\u6c34\u5e73\u7684\u540c\u65f6\uff0c\u5c06\u5e93\u5b58\u6210\u672c\u63a7\u5236\u5728Y\u5143\u4ee5\u5185\u201d\u3002<\/li>\n<li><strong>\u5efa\u7acb\u4eba\u673a\u534f\u540c\u51b3\u7b56\u6d41\u7a0b<\/strong>\uff1a\u5728\u9879\u76ee\u521d\u671f\uff0c\u6211\u4eec\u901a\u5e38\u5efa\u8bae\u91c7\u7528\u201c\u7cfb\u7edf\u63a8\u8350\u3001\u4eba\u5de5\u5ba1\u6838\u201d\u7684\u4eba\u673a\u534f\u540c\u6a21\u5f0f\u3002\u7531\u7b97\u6cd5\u63d0\u4f9b\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u5efa\u8bae\uff0c\u518d\u7531\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8ba1\u5212\u5458\u8fdb\u884c\u6700\u7ec8\u5ba1\u6838\u786e\u8ba4\uff0c\u8fd9\u65e2\u80fd\u53d1\u6325AI\u7684\u7b97\u529b\u4f18\u52bf\uff0c\u4e5f\u80fd\u4fdd\u969c\u4e1a\u52a1\u7684\u5e73\u7a33\u8fc7\u6e21\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E9%98%B6%E6%AE%B5%E5%9B%9B%EF%BC%9A%E7%9B%91%E6%8E%A7%E3%80%81%E8%AF%84%E4%BC%B0%E4%B8%8E%E6%8C%81%E7%BB%AD%E8%BF%AD%E4%BB%A3\"><\/span>\u9636\u6bb5\u56db\uff1a\u76d1\u63a7\u3001\u8bc4\u4f30\u4e0e\u6301\u7eed\u8fed\u4ee3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u662f\u4e00\u4e2a\u6ca1\u6709\u7ec8\u70b9\u7684\u95ed\u73af\u4f18\u5316\u8fc7\u7a0b\u3002<\/p>\n<ul>\n<li><strong>\u8ffd\u8e2a\u6838\u5fc3\u6307\u6807<\/strong>\uff1a\u5efa\u7acb\u4e00\u5957\u6e05\u6670\u7684KPI\u76d1\u63a7\u4f53\u7cfb\uff0c\u6301\u7eed\u8ffd\u8e2a\u5173\u952e\u6307\u6807\u7684\u53d8\u5316\uff0c\u5982\u5e93\u5b58\u5468\u8f6c\u7387\u3001\u73b0\u8d27\u6ee1\u8db3\u7387\uff08\u6216\u7f3a\u8d27\u7387\uff09\u3001\u5e93\u5b58\u6301\u6709\u6210\u672c\u3001\u9884\u6d4b\u51c6\u786e\u7387\uff08MAPE\/WAPE\uff09\u7b49\u3002<\/li>\n<li><strong>\u5efa\u7acb\u53cd\u9988\u95ed\u73af<\/strong>\uff1a\u5c06\u5b9e\u9645\u7684\u9500\u552e\u6570\u636e\u548c\u4f9b\u5e94\u94fe\u6267\u884c\u6570\u636e\u6301\u7eed\u5730\u201c\u5582\u201d\u7ed9\u6a21\u578b\uff0c\u8ba9\u5176\u4e0d\u65ad\u5b66\u4e60\u65b0\u7684\u5e02\u573a\u53d8\u5316\uff0c\u8fd9\u662f\u5b9e\u73b0\u6a21\u578b\u81ea\u6211\u8fed\u4ee3\u7684\u5173\u952e\u3002<\/li>\n<li><strong>\u5b9a\u671f\u590d\u76d8<\/strong>\uff1a\u4e1a\u52a1\u56e2\u961f\u4e0e\u6570\u636e\u56e2\u961f\u9700\u8981\u5b9a\u671f\u590d\u76d8\u6a21\u578b\u7684\u8868\u73b0\u4e0e\u4e1a\u52a1\u6210\u679c\uff0c\u5e76\u6839\u636e\u4f01\u4e1a\u6218\u7565\u3001\u5e02\u573a\u73af\u5883\u7684\u53d8\u5316\uff0c\u9002\u65f6\u8c03\u6574\u4f18\u5316\u7b56\u7565\u548c\u6a21\u578b\u53c2\u6570\u3002<\/li>\n<\/ul>\n<hr>\n<p><strong>[CTA]<\/strong> 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u5e93\u5b58\u4f18\u5316\uff0c\u5176\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u964d\u4f4e\u5e93\u5b58\u6210\u672c\u3002\u5b83\u5c06\u4e3a\u4f01\u4e1a\u5e26\u6765\u66f4\u6df1\u5c42\u6b21\u3001\u66f4\u5177\u6218\u7565\u610f\u4e49\u7684\u5546\u4e1a\u4ef7\u503c\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BB%B7%E5%80%BC%E4%B8%80%EF%BC%9A%E8%B4%A2%E5%8A%A1%E8%A1%A8%E7%8E%B0%E4%BC%98%E5%8C%96\"><\/span>\u4ef7\u503c\u4e00\uff1a\u8d22\u52a1\u8868\u73b0\u4f18\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u964d\u4f4e\u5e93\u5b58\u8d44\u91d1\u5360\u7528\uff0c\u63d0\u5347\u4f01\u4e1a\u73b0\u91d1\u6d41<\/strong>\uff1a\u901a\u8fc7\u66f4\u7cbe\u51c6\u7684\u9884\u6d4b\uff0c\u4f01\u4e1a\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u4e0d\u5fc5\u8981\u7684\u5b89\u5168\u5e93\u5b58\u548c\u8fc7\u91cf\u5e93\u5b58\uff0c\u5c06\u6c89\u6dc0\u5728\u4ed3\u5e93\u91cc\u7684\u8d44\u91d1\u91ca\u653e\u51fa\u6765\uff0c\u6295\u5165\u5230\u7814\u53d1\u3001\u5e02\u573a\u7b49\u66f4\u5177\u589e\u957f\u6027\u7684\u9886\u57df\uff0c\u76f4\u63a5\u6539\u5584\u4f01\u4e1a\u73b0\u91d1\u6d41\u72b6\u51b5\u3002<\/li>\n<li><strong>\u51cf\u5c11\u8fc7\u671f\u6216\u6ede\u9500\u54c1\u635f\u5931\uff0c\u76f4\u63a5\u63d0\u5347\u5229\u6da6\u7387<\/strong>\uff1a\u5bf9\u4e8e\u6709\u65f6\u6548\u6027\uff08\u5982\u98df\u54c1\u3001\u836f\u54c1\uff09\u6216\u751f\u547d\u5468\u671f\u8f83\u77ed\uff08\u5982\u5feb\u65f6\u5c1a\u3001\u6d88\u8d39\u7535\u5b50\uff09\u7684\u5546\u54c1\uff0c\u7cbe\u51c6\u7684\u5e93\u5b58\u7ba1\u7406\u80fd\u5927\u5e45\u51cf\u5c11\u56e0\u4ea7\u54c1\u8fc7\u671f\u6216\u6ede\u9500\u800c\u5e26\u6765\u7684\u62a5\u5e9f\u635f\u5931\uff0c\u8fd9\u5bf9\u5229\u6da6\u7387\u7684\u63d0\u5347\u662f\u7acb\u7aff\u89c1\u5f71\u7684\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BB%B7%E5%80%BC%E4%BA%8C%EF%BC%9A%E5%AE%A2%E6%88%B7%E6%9C%8D%E5%8A%A1%E6%B0%B4%E5%B9%B3%E6%8F%90%E5%8D%87\"><\/span>\u4ef7\u503c\u4e8c\uff1a\u5ba2\u6237\u670d\u52a1\u6c34\u5e73\u63d0\u5347<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u663e\u8457\u964d\u4f4e\u7f3a\u8d27\u7387\uff0c\u4fdd\u969c\u8ba2\u5355\u4ea4\u4ed8\u80fd\u529b<\/strong>\uff1a\u667a\u80fd\u5e93\u5b58\u7cfb\u7edf\u80fd\u591f\u5728\u9884\u6d4b\u5230\u9700\u6c42\u9ad8\u5cf0\u6216\u4f9b\u5e94\u98ce\u9669\u65f6\uff0c\u63d0\u524d\u53d1\u51fa\u9884\u8b66\u5e76\u5efa\u8bae\u589e\u52a0\u5e93\u5b58\uff0c\u4ece\u800c\u6709\u6548\u907f\u514d\u7f3a\u8d27\uff0c\u786e\u4fdd\u5bf9\u5ba2\u6237\u7684\u8ba2\u5355\u627f\u8bfa\u5f97\u4ee5\u5151\u73b0\u3002<\/li>\n<li><strong>\u63d0\u5347\u5ba2\u6237\u6ee1\u610f\u5ea6\u4e0e\u54c1\u724c\u5fe0\u8bda\u5ea6<\/strong>\uff1a\u7a33\u5b9a\u53ef\u9760\u7684\u4ea4\u4ed8\u80fd\u529b\u662f\u5ba2\u6237\u4f53\u9a8c\u7684\u6838\u5fc3\u7ec4\u6210\u90e8\u5206\u3002\u6301\u7eed\u6ee1\u8db3\u5ba2\u6237\u9700\u6c42\uff0c\u5c06\u76f4\u63a5\u8f6c\u5316\u4e3a\u66f4\u9ad8\u7684\u5ba2\u6237\u6ee1\u610f\u5ea6\u548c\u54c1\u724c\u5fe0D\u8bda\u5ea6\uff0c\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u5e02\u573a\u4e2d\u6784\u7b51\u8d77\u575a\u5b9e\u7684\u62a4\u57ce\u6cb3\u3002<\/li>\n<\/ul>\n<h3><span 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