{"id":28891,"date":"2025-12-13T20:01:57","date_gmt":"2025-12-13T12:01:57","guid":{"rendered":"https:\/\/www.zdsztech.com\/blog\/customer-insight-platform-workflow-data-collection-analysis-steps\/"},"modified":"2025-12-13T20:01:57","modified_gmt":"2025-12-13T12:01:57","slug":"customer-insight-platform-workflow-data-collection-analysis-steps","status":"publish","type":"post","link":"https:\/\/www.zdsztech.com\/blog\/customer-insight-platform-workflow-data-collection-analysis-steps\/","title":{"rendered":"\u5ba2\u6237\u6d1e\u5bdf\u5e73\u53f0\u7684\u5de5\u4f5c\u6d41\u7a0b\u662f\u600e\u6837\u7684\uff1f\u4ece\u6570\u636e\u6536\u96c6\u5230\u5206\u6790\u7684\u5168\u6b65\u9aa4\u62c6\u89e3"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.zdsztech.com\/wp-content\/uploads\/2025\/12\/1765627316-bc6c9cfb7ff99ffb76ead635116ee20c.jpeg\" alt=\"\u5ba2\u6237\u6d1e\u5bdf\u5e73\u53f0\u7684\u5de5\u4f5c\u6d41\u7a0b\u662f\u600e\u6837\u7684\uff1f\u4ece\u6570\u636e\u6536\u96c6\u5230\u5206\u6790\u7684\u5168\u6b65\u9aa4\u62c6\u89e3\"><\/p>\n<p>\u5728\u5f53\u4eca\u9ad8\u5ea6\u7ade\u4e89\u7684\u5e02\u573a\u73af\u5883\u4e2d\uff0c\u4f01\u4e1a\u51b3\u7b56\u7684\u8d28\u91cf\u76f4\u63a5\u51b3\u5b9a\u4e86\u5176\u751f\u5b58\u4e0e\u53d1\u5c55\u3002\u6839\u636eGartner\u7684\u62a5\u544a\uff0c\u6570\u636e\u9a71\u52a8\u578b\u7ec4\u7ec7\u5728\u51b3\u7b56\u5236\u5b9a\u65b9\u9762\u6bd4\u540c\u884c\u5feb\u4e09\u500d\uff0c\u5e76\u4e14\u66f4\u6709\u53ef\u80fd\u5b9e\u73b0\u663e\u8457\u7684\u8d22\u52a1\u589e\u957f\u3002\u7136\u800c\uff0c\u73b0\u5b9e\u60c5\u51b5\u662f\uff0c\u8bb8\u591a\u4f01\u4e1a\u4ecd\u6df1\u9677\u201c\u6570\u636e\u6ce5\u6f6d\u201d\u2014\u2014\u5ba2\u6237\u6570\u636e\u6563\u843d\u5728CRM\u3001ERP\u3001\u793e\u4ea4\u5a92\u4f53\u7b49\u591a\u4e2a\u7cfb\u7edf\u4e2d\uff0c\u5f62\u6210\u96be\u4ee5\u903e\u8d8a\u7684\u6570\u636e\u5b64\u5c9b\uff1b\u6570\u636e\u5206\u6790\u5f80\u5f80\u6ede\u540e\u4e8e\u4e1a\u52a1\u9700\u6c42\uff0c\u5bfc\u81f4\u51b3\u7b56\u8005\u53ea\u80fd\u4f9d\u8d56\u8fc7\u65f6\u7684\u4fe1\u606f\u548c\u76f4\u89c9\u3002\u8fd9\u79cd\u4fe1\u606f\u4e0d\u5bf9\u79f0\u6781\u5927\u5730\u524a\u5f31\u4e86\u4f01\u4e1a\u7684\u5e02\u573a\u54cd\u5e94\u80fd\u529b\u548c\u6218\u7565\u524d\u77bb\u6027\u3002\u672c\u6587\u65e8\u5728\u4e3a\u4f01\u4e1a\u9ad8\u7ba1\u548c\u51b3\u7b56\u8005\u63d0\u4f9b\u4e00\u4e2a\u7ed3\u6784\u5316\u3001\u53ef\u6267\u884c\u7684\u5ba2\u6237\u6d1e\u5bdf\u5e73\u53f0\u5de5\u4f5c\u6d41\u6846\u67b6\u3002\u6211\u4eec\u5c06\u4ece0\u52301\u62c6\u89e3\u4ece\u6570\u636e\u91c7\u96c6\u5230\u6d1e\u5bdf\u5e94\u7528\u7684\u5168\u8fc7\u7a0b\uff0c\u5e2e\u52a9\u60a8\u6784\u5efa\u6216\u4f18\u5316\u81ea\u8eab\u7684\u6570\u636e\u6d1e\u5bdf\u80fd\u529b\uff0c\u5c06\u6d77\u91cf\u3001\u6742\u4e71\u7684\u5ba2\u6237\u6570\u636e\uff0c\u771f\u6b63\u8f6c\u5316\u4e3a\u9a71\u52a8\u4e1a\u52a1\u589e\u957f\u7684\u6218\u7565\u8d44\u4ea7\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%B8%80%E6%AD%A5%EF%BC%9A%E5%A4%9A%E6%BA%90%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E4%B8%8E%E6%95%B4%E5%90%88%E2%80%94%E2%80%94%E6%9E%84%E5%BB%BA%E5%AE%A2%E6%88%B7%E6%B4%9E%E5%AF%9F%E7%9A%84%E5%9F%BA%E7%9F%B3\"><\/span>\u7b2c\u4e00\u6b65\uff1a\u591a\u6e90\u6570\u636e\u91c7\u96c6\u4e0e\u6574\u5408\u2014\u2014\u6784\u5efa\u5ba2\u6237\u6d1e\u5bdf\u7684\u57fa\u77f3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6784\u5efa\u4efb\u4f55\u6709\u6548\u7684\u5ba2\u6237\u6d1e\u5bdf\u4f53\u7cfb\uff0c\u5176\u6839\u57fa\u90fd\u5728\u4e8e\u5168\u9762\u3001\u51c6\u786e\u7684\u6570\u636e\u3002\u5982\u679c\u5c06\u5ba2\u6237\u6d1e\u5bdf\u6bd4\u4f5c\u4e00\u6b21\u7cbe\u51c6\u7684\u4fa6\u5bdf\u4efb\u52a1\uff0c\u90a3\u4e48\u591a\u6e90\u6570\u636e\u7684\u91c7\u96c6\u4e0e\u6574\u5408\uff0c\u5c31\u662f\u6784\u5efa\u60c5\u62a5\u7f51\u7edc\u7684\u7b2c\u4e00\u6b65\u3002\u7f3a\u4e4f\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u6e90\uff0c\u540e\u7eed\u6240\u6709\u7684\u5206\u6790\u90fd\u5c06\u662f\u65e0\u6e90\u4e4b\u6c34\u3001\u65e0\u672c\u4e4b\u6728\u3002\u56e0\u6b64\uff0c\u660e\u786e\u9700\u8981\u54ea\u4e9b\u6570\u636e\uff0c\u5e76\u5efa\u7acb\u9ad8\u6548\u3001\u5408\u89c4\u7684\u91c7\u96c6\u673a\u5236\uff0c\u662f\u6574\u4e2a\u5de5\u4f5c\u6d41\u7684\u8d77\u70b9\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%98%8E%E7%A1%AE%E6%95%B0%E6%8D%AE%E6%9D%A5%E6%BA%90%EF%BC%9A%E5%AE%A2%E6%88%B7%E6%B4%9E%E5%AF%9F%E9%9C%80%E8%A6%81%E5%93%AA%E4%BA%9B%E6%95%B0%E6%8D%AE%EF%BC%9F\"><\/span>1. \u660e\u786e\u6570\u636e\u6765\u6e90\uff1a\u5ba2\u6237\u6d1e\u5bdf\u9700\u8981\u54ea\u4e9b\u6570\u636e\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e3a\u4e86\u5f62\u6210360\u5ea6\u7684\u5ba2\u6237\u89c6\u56fe\uff0c\u4f01\u4e1a\u9700\u8981\u4ece\u591a\u4e2a\u7ef4\u5ea6\u6536\u96c6\u6570\u636e\uff0c\u62fc\u51d1\u51fa\u5b8c\u6574\u7684\u5ba2\u6237\u753b\u50cf\u3002\u8fd9\u4e9b\u6570\u636e\u901a\u5e38\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u5927\u7c7b\uff1a<\/p>\n<ul>\n<li><strong>\u4ea4\u6613\u6570\u636e (Transactional Data):<\/strong> \u8fd9\u662f\u6700\u57fa\u7840\u4e5f\u662f\u6700\u6838\u5fc3\u7684\u6570\u636e\uff0c\u8bb0\u5f55\u4e86\u5ba2\u6237\u4e0e\u4f01\u4e1a\u53d1\u751f\u7684\u6240\u6709\u5546\u4e1a\u4ea4\u6362\u884c\u4e3a\u3002\u5305\u62ec\u8d2d\u4e70\u5386\u53f2\u3001\u8ba2\u5355\u91d1\u989d\u3001\u8d2d\u4e70\u9891\u7387\u3001\u4ea7\u54c1\u504f\u597d\u3001\u9000\u8d27\u8bb0\u5f55\u7b49\u3002\u8fd9\u4e9b\u6570\u636e\u76f4\u63a5\u53cd\u6620\u4e86\u5ba2\u6237\u7684\u4ef7\u503c\u8d21\u732e\u548c\u6d88\u8d39\u4e60\u60ef\u3002<\/li>\n<li><strong>\u884c\u4e3a\u6570\u636e (Behavioral Data):<\/strong> \u6307\u5ba2\u6237\u5728\u7ebf\u4e0a\u548c\u7ebf\u4e0b\u4e0e\u4f01\u4e1a\u4ea7\u54c1\u6216\u670d\u52a1\u7684\u4e92\u52a8\u8f68\u8ff9\u3002\u4f8b\u5982\uff0c\u7f51\u7ad9\/App\u7684\u6d4f\u89c8\u8def\u5f84\u3001\u9875\u9762\u505c\u7559\u65f6\u957f\u3001\u529f\u80fd\u70b9\u51fb\u6b21\u6570\u3001\u8d2d\u7269\u8f66\u6dfb\u52a0\/\u653e\u5f03\u884c\u4e3a\u3001\u7ebf\u4e0b\u95e8\u5e97\u7684\u5230\u8bbf\u8bb0\u5f55\u7b49\u3002\u8fd9\u4e9b\u6570\u636e\u63ed\u793a\u4e86\u5ba2\u6237\u7684\u5174\u8da3\u70b9\u548c\u6f5c\u5728\u9700\u6c42\u3002<\/li>\n<li><strong>\u4ea4\u4e92\u6570\u636e (Interaction Data):<\/strong> \u8bb0\u5f55\u4e86\u5ba2\u6237\u4e0e\u4f01\u4e1a\u5728\u5404\u4e2a\u89e6\u70b9\u4e0a\u7684\u6c9f\u901a\u4e0e\u4e92\u52a8\u3002\u5305\u62ec\u4e0e\u5ba2\u670d\u7684\u6c9f\u901a\u8bb0\u5f55\u3001\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u8bc4\u8bba\u4e0e@\u3001\u8425\u9500\u90ae\u4ef6\u7684\u6253\u5f00\u4e0e\u70b9\u51fb\u7387\u3001\u53c2\u4e0e\u7ebf\u4e0a\/\u7ebf\u4e0b\u6d3b\u52a8\u7684\u60c5\u51b5\u7b49\u3002\u8fd9\u4e9b\u6570\u636e\u53cd\u6620\u4e86\u5ba2\u6237\u7684\u53c2\u4e0e\u5ea6\u548c\u54c1\u724c\u60c5\u611f\u3002<\/li>\n<li><strong>\u7528\u6237\u53cd\u9988\u6570\u636e (User Feedback Data):<\/strong> \u8fd9\u662f\u5ba2\u6237\u4e3b\u52a8\u63d0\u4f9b\u7684\u5173\u4e8e\u4ea7\u54c1\u3001\u670d\u52a1\u6216\u4f53\u9a8c\u7684\u76f4\u63a5\u610f\u89c1\u3002\u4e3b\u8981\u6765\u6e90\u4e8e\u6ee1\u610f\u5ea6\u8c03\u7814\u3001NPS\uff08\u51c0\u63a8\u8350\u503c\uff09\u95ee\u5377\u3001\u4ea7\u54c1\u8bc4\u8bba\u3001\u7528\u6237\u8bbf\u8c08\u3001\u552e\u540e\u53cd\u9988\u8868\u5355\u7b49\u3002\u8fd9\u4e9b\u5b9a\u6027\u4e0e\u5b9a\u91cf\u6570\u636e\u662f\u7406\u89e3\u5ba2\u6237\u201c\u4e3a\u4ec0\u4e48\u201d\u8fd9\u4e48\u505a\u7684\u5173\u952e\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%90%AD%E5%BB%BA%E9%87%87%E9%9B%86%E6%9C%BA%E5%88%B6%EF%BC%9A%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E3%80%81%E5%90%88%E8%A7%84%E5%9C%B0%E6%94%B6%E9%9B%86%E6%95%B0%E6%8D%AE%EF%BC%9F\"><\/span>2. \u642d\u5efa\u91c7\u96c6\u673a\u5236\uff1a\u5982\u4f55\u9ad8\u6548\u3001\u5408\u89c4\u5730\u6536\u96c6\u6570\u636e\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u660e\u786e\u6570\u636e\u6765\u6e90\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u5efa\u7acb\u7a33\u5b9a\u3001\u81ea\u52a8\u5316\u7684\u6570\u636e\u91c7\u96c6\u7ba1\u9053\u3002\u5bf9\u4e8e\u4ea4\u6613\u6570\u636e\u548c\u90e8\u5206\u884c\u4e3a\u6570\u636e\uff0c\u901a\u5e38\u53ef\u4ee5\u901a\u8fc7API\u5bf9\u63a5\uff0c\u4ece\u4f01\u4e1a\u73b0\u6709\u7684\u4e1a\u52a1\u7cfb\u7edf\uff08\u5982ERP\u3001POS\u3001\u7535\u5546\u5e73\u53f0\uff09\u4e2d\u62bd\u53d6\u3002\u800c\u5bf9\u4e8e\u7ed3\u6784\u5316\u7a0b\u5ea6\u8f83\u9ad8\u7684\u7528\u6237\u53cd\u9988\u6570\u636e\uff0c\u5982\u5ba2\u6237\u6ee1\u610f\u5ea6\u8c03\u7814\u3001\u5e02\u573a\u6d3b\u52a8\u62a5\u540d\u3001\u552e\u540e\u670d\u52a1\u7533\u8bf7\u7b49\uff0c\u91c7\u7528\u4e13\u4e1a\u7684\u5de5\u5177\u5219\u80fd\u4e8b\u534a\u529f\u500d\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u50cf**\u300c\u652f\u9053\u5e73\u53f0\u300d<strong>\u7684<\/strong>\u3010\u8868\u5355\u5f15\u64ce\u3011**\uff0c\u4e1a\u52a1\u4eba\u5458\u65e0\u9700\u7f16\u5199\u4ee3\u7801\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u62d6\u62c9\u62fd\u64cd\u4f5c\uff0c\u5c31\u80fd\u5feb\u901f\u751f\u6210\u4e13\u4e1a\u7684\u7ebf\u4e0a\u8868\u5355\u3002\u8fd9\u4e9b\u8868\u5355\u4e0d\u4ec5\u53ef\u4ee5\u81ea\u5b9a\u4e49\u5b57\u6bb5\u3001\u8bbe\u7f6e\u6821\u9a8c\u89c4\u5219\uff0c\u8fd8\u80fd\u786e\u4fdd\u6536\u96c6\u5230\u7684\u6570\u636e\u683c\u5f0f\u7edf\u4e00\u3001\u6807\u51c6\u89c4\u8303\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u6e05\u6d17\u548c\u5206\u6790\u6253\u4e0b\u575a\u5b9e\u7684\u57fa\u7840\uff0c\u5f7b\u5e95\u544a\u522b\u624b\u52a8\u6574\u7406Excel\u8868\u683c\u7684\u4f4e\u6548\u4e0e\u6613\u9519\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%BA%8C%E6%AD%A5%EF%BC%9A%E6%95%B0%E6%8D%AE%E6%B8%85%E6%B4%97%E4%B8%8E%E5%A4%84%E7%90%86%E2%80%94%E2%80%94%E4%BB%8E%E5%8E%9F%E5%A7%8B%E6%95%B0%E6%8D%AE%E5%88%B0%E5%8F%AF%E5%88%86%E6%9E%90%E8%B5%84%E4%BA%A7\"><\/span>\u7b2c\u4e8c\u6b65\uff1a\u6570\u636e\u6e05\u6d17\u4e0e\u5904\u7406\u2014\u2014\u4ece\u539f\u59cb\u6570\u636e\u5230\u53ef\u5206\u6790\u8d44\u4ea7<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u539f\u59cb\u6570\u636e\u5c31\u50cf\u672a\u7ecf\u63d0\u70bc\u7684\u77ff\u77f3\uff0c\u867d\u7136\u8574\u542b\u4ef7\u503c\uff0c\u4f46\u5145\u6ee1\u4e86\u6742\u8d28\u3001\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\u6027\uff0c\u65e0\u6cd5\u76f4\u63a5\u7528\u4e8e\u5206\u6790\u3002\u6570\u636e\u6e05\u6d17\u4e0e\u5904\u7406\uff0c\u6b63\u662f\u5c06\u8fd9\u4e9b\u201c\u810f\u6570\u636e\u201d\u8f6c\u5316\u4e3a\u5e72\u51c0\u3001\u89c4\u6574\u3001\u53ef\u4fe1\u7684\u201c\u53ef\u5206\u6790\u8d44\u4ea7\u201d\u7684\u5173\u952e\u51b6\u70bc\u8fc7\u7a0b\u3002\u636e\u4f30\u8ba1\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u5c06\u9ad8\u8fbe80%\u7684\u65f6\u95f4\u82b1\u8d39\u5728\u6570\u636e\u51c6\u5907\u5de5\u4f5c\u4e0a\uff0c\u8fd9\u8db3\u4ee5\u8bf4\u660e\u5176\u91cd\u8981\u6027\u3002\u4e00\u4e2a\u5fae\u5c0f\u7684\u6570\u636e\u9519\u8bef\uff0c\u7ecf\u8fc7\u5c42\u5c42\u5206\u6790\u540e\u53ef\u80fd\u4f1a\u88ab\u65e0\u9650\u653e\u5927\uff0c\u6700\u7ec8\u5bfc\u81f4\u51b3\u7b56\u7684\u5de8\u5927\u504f\u5dee\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%95%B0%E6%8D%AE%E6%B8%85%E6%B4%97%E7%9A%84%E6%A0%B8%E5%BF%83%E4%BB%BB%E5%8A%A1\"><\/span>1. \u6570\u636e\u6e05\u6d17\u7684\u6838\u5fc3\u4efb\u52a1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6570\u636e\u6e05\u6d17\u7684\u6838\u5fc3\u76ee\u6807\u662f\u8bc6\u522b\u5e76\u4fee\u6b63\u6570\u636e\u4e2d\u7684\u9519\u8bef\u3001\u4e0d\u4e00\u81f4\u548c\u7f3a\u5931\u9879\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\u548c\u4e00\u81f4\u6027\u3002\u5176\u4e3b\u8981\u4efb\u52a1\u5305\u62ec\u5904\u7406\u683c\u5f0f\u4e0d\u4e00\u3001\u5f02\u5e38\u503c\u3001\u91cd\u590d\u6570\u636e\u548c\u7f3a\u5931\u503c\u7b49\u95ee\u9898\u3002\u901a\u8fc7\u7cfb\u7edf\u5316\u7684\u6e05\u6d17\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u6570\u636e\u8d28\u91cf\uff0c\u4e3a\u540e\u7eed\u7684\u7cbe\u51c6\u5206\u6790\u63d0\u4f9b\u53ef\u9760\u4fdd\u969c\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u6570\u636e\u95ee\u9898<\/th>\n<th align=\"left\">\u6e05\u6d17\u524d\u793a\u4f8b<\/th>\n<th align=\"left\">\u6e05\u6d17\u540e\u793a\u4f8b<\/th>\n<th align=\"left\">\u5904\u7406\u65b9\u6cd5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u683c\u5f0f\u4e0d\u4e00<\/strong><\/td>\n<td align=\"left\"><code>\u201c\u5317\u4eac\u5e02\u201d<\/code>, <code>\u201c\u5317\u4eac\u201d<\/code>, <code>\u201cbeijing\u201d<\/code><\/td>\n<td align=\"left\"><code>\u201c\u5317\u4eac\u201d<\/code><\/td>\n<td align=\"left\">\u7edf\u4e00\u6807\u51c6\u5316\uff0c\u4f8b\u5982\u5efa\u7acb\u57ce\u5e02\u5b57\u5178\u8fdb\u884c\u6620\u5c04\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u7f3a\u5931\u503c<\/strong><\/td>\n<td align=\"left\">\u7528\u6237\u5e74\u9f84\u5b57\u6bb5\u4e3a\u7a7a<\/td>\n<td align=\"left\"><code>35<\/code> (\u6216 <code>\u201c\u672a\u77e5\u201d<\/code>)<\/td>\n<td align=\"left\">\u6839\u636e\u4e1a\u52a1\u903b\u8f91\u8fdb\u884c\u586b\u5145\uff08\u5982\u5747\u503c\u3001\u4e2d\u4f4d\u6570\uff09\u6216\u6807\u8bb0\u4e3a\u672a\u77e5\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u91cd\u590d\u9879<\/strong><\/td>\n<td align=\"left\">\u4e24\u6761\u5b8c\u5168\u76f8\u540c\u7684\u7528\u6237\u6ce8\u518c\u8bb0\u5f55<\/td>\n<td align=\"left\">\u4fdd\u7559\u4e00\u6761\u8bb0\u5f55<\/td>\n<td align=\"left\">\u57fa\u4e8e\u552f\u4e00\u6807\u8bc6\u7b26\uff08\u5982\u624b\u673a\u53f7\u3001\u7528\u6237ID\uff09\u8fdb\u884c\u53bb\u91cd\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u5f02\u5e38\u503c<\/strong><\/td>\n<td align=\"left\">\u7528\u6237\u5e74\u9f84\u4e3a <code>200<\/code> \u5c81<\/td>\n<td align=\"left\">\u6807\u8bb0\u6216\u5220\u9664\u8be5\u6761\u8bb0\u5f55<\/td>\n<td align=\"left\">\u8bbe\u5b9a\u5408\u7406\u9608\u503c\uff08\u5982\u5e74\u9f840-120\u5c81\uff09\uff0c\u8d85\u51fa\u8303\u56f4\u7684\u89c6\u4e3a\u5f02\u5e38\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"2_%E8%87%AA%E5%8A%A8%E5%8C%96%E5%A4%84%E7%90%86%E6%B5%81%E7%A8%8B%E7%9A%84%E6%9E%84%E5%BB%BA\"><\/span>2. \u81ea\u52a8\u5316\u5904\u7406\u6d41\u7a0b\u7684\u6784\u5efa<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4f20\u7edf\u7684\u6570\u636e\u6e05\u6d17\u4f9d\u8d56\u4eba\u5de5\u64cd\u4f5c\uff0c\u4e0d\u4ec5\u6548\u7387\u4f4e\u4e0b\uff0c\u800c\u4e14\u6781\u6613\u51fa\u9519\uff0c\u96be\u4ee5\u5e94\u5bf9\u6d77\u91cf\u3001\u5b9e\u65f6\u7684\u6570\u636e\u6d41\u3002\u56e0\u6b64\uff0c\u6784\u5efa\u81ea\u52a8\u5316\u7684\u6570\u636e\u5904\u7406\u6d41\u7a0b\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u610f\u5473\u7740\u5c06\u4e00\u7cfb\u5217\u6e05\u6d17\u89c4\u5219\u548c\u903b\u8f91\u56fa\u5316\u5230\u7cfb\u7edf\u4e2d\uff0c\u8ba9\u673a\u5668\u4ee3\u66ff\u4eba\u5de5\u6267\u884c\u8fd9\u4e9b\u91cd\u590d\u6027\u5de5\u4f5c\u3002<\/p>\n<p>\u8fd9\u6b63\u662f\u73b0\u4ee3<span class=\"xintheme_keyword_link\"><a href=\"https:\/\/www.zdsztech.com\/engine\" target=\"_blank\" title=\"\u65e0\u4ee3\u7801\u5e73\u53f0\">\u65e0\u4ee3\u7801\u5e73\u53f0<\/a><\/span>\u7684\u4f18\u52bf\u6240\u5728\u3002\u4f8b\u5982\uff0c\u901a\u8fc7**\u300c\u652f\u9053\u5e73\u53f0\u300d<strong>\u7684<\/strong>\u3010\u6d41\u7a0b\u5f15\u64ce\u3011<strong>\u548c<\/strong>\u3010\u89c4\u5219\u5f15\u64ce\u3011<strong>\uff0c\u4f01\u4e1a\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002\u7ba1\u7406\u8005\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4e00\u5957\u5b8c\u6574\u7684\u6570\u636e\u5904\u7406\u89c4\u5219\uff1a\u5f53\u65b0\u6570\u636e\u901a\u8fc7\u8868\u5355\u6216API\u8fdb\u5165\u7cfb\u7edf\u65f6\uff0c<\/strong>\u3010\u89c4\u5219\u5f15\u64ce\u3011<strong>\u53ef\u4ee5\u81ea\u52a8\u89e6\u53d1\u6821\u9a8c\u7a0b\u5e8f\uff0c\u68c0\u67e5\u6570\u636e\u683c\u5f0f\u662f\u5426\u6b63\u786e\u3001\u5173\u952e\u5b57\u6bb5\u662f\u5426\u7f3a\u5931\uff1b\u5bf9\u4e8e\u4e0d\u7b26\u5408\u89c4\u8303\u7684\u6570\u636e\uff0c<\/strong>\u3010\u6d41\u7a0b\u5f15\u64ce\u3011**\u53ef\u4ee5\u5c06\u5176\u81ea\u52a8\u6d41\u8f6c\u81f3\u6570\u636e\u4e13\u5458\u5904\u8fdb\u884c\u4eba\u5de5\u6838\u5bf9\uff0c\u6216\u6839\u636e\u9884\u8bbe\u903b\u8f91\u81ea\u52a8\u8865\u5168\u3001\u6807\u8bb0\u3002\u8fd9\u79cd\u65b9\u5f0f\u5c06\u7e41\u7410\u7684\u624b\u5de5\u64cd\u4f5c\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u9ad8\u6548\u3001\u53ef\u9760\u7684\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\uff0c\u4e0d\u4ec5\u6781\u5927\u63d0\u5347\u4e86\u6570\u636e\u5904\u7406\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u4e5f\u8ba9\u6570\u636e\u56e2\u961f\u80fd\u5c06\u66f4\u591a\u7cbe\u529b\u6295\u5165\u5230\u66f4\u6709\u4ef7\u503c\u7684\u5206\u6790\u5de5\u4f5c\u4e2d\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%B8%89%E6%AD%A5%EF%BC%9A%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E4%B8%8E%E5%BB%BA%E6%A8%A1%E2%80%94%E2%80%94%E6%8C%96%E6%8E%98%E5%AE%A2%E6%88%B7%E8%A1%8C%E4%B8%BA%E8%83%8C%E5%90%8E%E7%9A%84%E2%80%9C%E4%B8%BA%E4%BB%80%E4%B9%88%E2%80%9D\"><\/span>\u7b2c\u4e09\u6b65\uff1a\u6570\u636e\u5206\u6790\u4e0e\u5efa\u6a21\u2014\u2014\u6316\u6398\u5ba2\u6237\u884c\u4e3a\u80cc\u540e\u7684\u201c\u4e3a\u4ec0\u4e48\u201d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7ecf\u8fc7\u91c7\u96c6\u548c\u6e05\u6d17\uff0c\u6211\u4eec\u5f97\u5230\u4e86\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u8d44\u4ea7\u3002\u73b0\u5728\uff0c\u5de5\u4f5c\u6d41\u8fdb\u5165\u4e86\u6700\u6838\u5fc3\u7684\u73af\u8282\u2014\u2014\u6570\u636e\u5206\u6790\u4e0e\u5efa\u6a21\u3002\u8fd9\u4e00\u6b65\u7684\u76ee\u6807\u662f\u4ece\u6d77\u91cf\u6570\u636e\u4e2d\u63d0\u70bc\u51fa\u6709\u4ef7\u503c\u7684\u6a21\u5f0f\u3001\u8d8b\u52bf\u548c\u5173\u8054\u6027\uff0c\u4ece\u63cf\u8ff0\u5ba2\u6237\u201c\u505a\u4e86\u4ec0\u4e48\u201d\u6df1\u5165\u5230\u89e3\u91ca\u201c\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u505a\u201d\uff0c\u6700\u7ec8\u9884\u6d4b\u201c\u672a\u6765\u53ef\u80fd\u505a\u4ec0\u4e48\u201d\uff0c\u4e3a\u4e1a\u52a1\u51b3\u7b56\u63d0\u4f9b\u6df1\u523b\u6d1e\u5bdf\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%A0%B8%E5%BF%83%E5%88%86%E6%9E%90%E6%96%B9%E6%B3%95%E6%A6%82%E8%A7%88\"><\/span>1. \u6838\u5fc3\u5206\u6790\u65b9\u6cd5\u6982\u89c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5ba2\u6237\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u591a\u79cd\u591a\u6837\uff0c\u4f01\u4e1a\u53ef\u4ee5\u6839\u636e\u81ea\u8eab\u7684\u4e1a\u52a1\u76ee\u6807\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u3002\u4ee5\u4e0b\u662f\u51e0\u79cd\u5728\u5b9e\u8df5\u4e2d\u88ab\u5e7f\u6cdb\u5e94\u7528\u7684\u6838\u5fc3\u5206\u6790\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li><strong>RFM\u6a21\u578b\u5206\u6790:<\/strong> \u8fd9\u662f\u8861\u91cf\u5ba2\u6237\u4ef7\u503c\u548c\u521b\u5229\u80fd\u529b\u7ecf\u5178\u6a21\u578b\u3002\u901a\u8fc7\u5206\u6790\u5ba2\u6237\u6700\u8fd1\u4e00\u6b21\u6d88\u8d39\u65f6\u95f4\uff08Recency\uff09\u3001\u6d88\u8d39\u9891\u7387\uff08Frequency\uff09\u548c\u6d88\u8d39\u91d1\u989d\uff08Monetary\uff09\u4e09\u4e2a\u6307\u6807\uff0c\u5c06\u5ba2\u6237\u5212\u5206\u4e3a\u9ad8\u4ef7\u503c\u5ba2\u6237\u3001\u6f5c\u529b\u5ba2\u6237\u3001\u5f85\u5524\u9192\u5ba2\u6237\u7b49\u4e0d\u540c\u7fa4\u4f53\uff0c\u4ece\u800c\u5b9e\u65bd\u5dee\u5f02\u5316\u7684\u8425\u9500\u548c\u670d\u52a1\u7b56\u7565\u3002<\/li>\n<li><strong>\u7528\u6237\u753b\u50cf\u5206\u6790 (Persona Analysis):<\/strong> \u901a\u8fc7\u6574\u5408\u5ba2\u6237\u7684\u4eba\u53e3\u7edf\u8ba1\u5b66\u7279\u5f81\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u5730\u57df\uff09\u3001\u884c\u4e3a\u6570\u636e\u548c\u504f\u597d\u6570\u636e\uff0c\u4e3a\u5178\u578b\u7684\u5ba2\u6237\u7fa4\u4f53\u52fe\u52d2\u51fa\u5177\u4f53\u3001\u751f\u52a8\u7684\u201c\u753b\u50cf\u201d\u3002\u8fd9\u6709\u52a9\u4e8e\u4ea7\u54c1\u3001\u5e02\u573a\u548c\u9500\u552e\u56e2\u961f\u66f4\u6df1\u5165\u5730\u7406\u89e3\u76ee\u6807\u7528\u6237\uff0c\u4f7f\u4ea7\u54c1\u8bbe\u8ba1\u548c\u8425\u9500\u6d3b\u52a8\u66f4\u5177\u9488\u5bf9\u6027\u3002<\/li>\n<li><strong>\u6d41\u5931\u9884\u8b66\u5206\u6790 (Churn Prediction):<\/strong> \u901a\u8fc7\u5206\u6790\u6d41\u5931\u5ba2\u6237\u5728\u79bb\u5f00\u524d\u8868\u73b0\u51fa\u7684\u5171\u540c\u884c\u4e3a\u7279\u5f81\uff08\u5982\u6d3b\u8dc3\u5ea6\u4e0b\u964d\u3001\u6295\u8bc9\u589e\u591a\u3001\u8d2d\u4e70\u9891\u7387\u964d\u4f4e\u7b49\uff09\uff0c\u5efa\u7acb\u9884\u6d4b\u6a21\u578b\u3002\u8be5\u6a21\u578b\u53ef\u4ee5\u5b9e\u65f6\u8bc6\u522b\u51fa\u5177\u6709\u9ad8\u6d41\u5931\u98ce\u9669\u7684\u73b0\u6709\u5ba2\u6237\uff0c\u4f7f\u4f01\u4e1a\u80fd\u591f\u5728\u5176\u771f\u6b63\u6d41\u5931\u524d\u91c7\u53d6\u4e3b\u52a8\u7684\u5173\u6000\u548c\u633d\u7559\u63aa\u65bd\u3002<\/li>\n<li><strong>\u8d2d\u7269\u7bee\u5206\u6790 (Basket Analysis):<\/strong> \u901a\u8fc7\u5206\u6790\u5ba2\u6237\u7684\u8d2d\u4e70\u8ba2\u5355\uff0c\u53d1\u73b0\u54ea\u4e9b\u5546\u54c1\u7ecf\u5e38\u88ab\u4e00\u8d77\u8d2d\u4e70\u3002\u6700\u7ecf\u5178\u7684\u6848\u4f8b\u5c31\u662f\u201c\u5564\u9152\u4e0e\u5c3f\u5e03\u201d\u3002\u8fd9\u79cd\u5206\u6790\u53ef\u4ee5\u6307\u5bfc\u5546\u54c1\u9648\u5217\u3001\u6346\u7ed1\u9500\u552e\u7b56\u7565\u548c\u4ea4\u53c9\u63a8\u8350\uff0c\u6709\u6548\u63d0\u5347\u5ba2\u5355\u4ef7\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%90%AD%E5%BB%BA%E5%8F%AF%E8%A7%86%E5%8C%96%E5%88%86%E6%9E%90%E7%9C%8B%E6%9D%BF\"><\/span>2. \u642d\u5efa\u53ef\u89c6\u5316\u5206\u6790\u770b\u677f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5206\u6790\u6a21\u578b\u5f97\u51fa\u7684\u7ed3\u8bba\u5982\u679c\u4e0d\u80fd\u4ee5\u76f4\u89c2\u3001\u6613\u61c2\u7684\u65b9\u5f0f\u5448\u73b0\u7ed9\u51b3\u7b56\u5c42\uff0c\u5176\u4ef7\u503c\u5c06\u5927\u6253\u6298\u6263\u3002\u590d\u6742\u7684\u6570\u5b57\u548c\u8868\u683c\u5f88\u96be\u8ba9\u7ba1\u7406\u8005\u5728\u7b2c\u4e00\u65f6\u95f4\u6293\u4f4f\u6838\u5fc3\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u642d\u5efa\u4e00\u4e2a\u4f18\u79c0\u7684\u53ef\u89c6\u5316\u5206\u6790\u770b\u677f\u81f3\u5173\u91cd\u8981\u3002\u4e00\u4e2a\u597d\u7684\u770b\u677f\u5e94\u5177\u5907\u5b9e\u65f6\u66f4\u65b0\u3001\u591a\u7ef4\u5ea6\u94bb\u53d6\u548c\u9ad8\u5ea6\u81ea\u5b9a\u4e49\u7b49\u7279\u5f81\uff0c\u5b83\u80fd\u5c06\u590d\u6742\u7684\u5206\u6790\u7ed3\u679c\u8f6c\u5316\u4e3a\u4e00\u76ee\u4e86\u7136\u7684\u56fe\u8868\u548cKPI\u6307\u6807\u3002<\/p>\n<p>\u8fd9\u6b63\u662f\u73b0\u4ee3\u5546\u4e1a\u667a\u80fd\uff08BI\uff09\u5de5\u5177\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u4f8b\u5982\uff0c\u501f\u52a9**\u300c\u652f\u9053\u5e73\u53f0\u300d<strong>\u7684<\/strong>\u3010\u62a5\u8868\u5f15\u64ce\u3011**\uff0c\u7ba1\u7406\u8005\u65e0\u9700\u4f9d\u8d56IT\u90e8\u95e8\uff0c\u81ea\u5df1\u5c31\u80fd\u901a\u8fc7\u7b80\u5355\u7684\u62d6\u62c9\u62fd\u64cd\u4f5c\uff0c\u5c06\u6765\u81ea\u4e0d\u540c\u6570\u636e\u6e90\u7684\u6570\u636e\u6574\u5408\u5728\u4e00\u8d77\uff0c\u751f\u6210\u4e2a\u6027\u5316\u7684\u6570\u636e\u770b\u677f\u3002\u65e0\u8bba\u662f\u60f3\u76d1\u63a7\u5b9e\u65f6\u7684\u9500\u552e\u989d\u3001\u7528\u6237\u589e\u957f\u8d8b\u52bf\uff0c\u8fd8\u662f\u60f3\u4e0b\u94bb\u5206\u6790\u4e0d\u540c\u533a\u57df\u3001\u4e0d\u540c\u4ea7\u54c1\u7ebf\u7684RFM\u5206\u5e03\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7\u70b9\u51fb\u548c\u7b5b\u9009\u8f7b\u677e\u5b9e\u73b0\u3002\u8fd9\u79cd\u80fd\u529b\u5c06\u590d\u6742\u7684\u5ba2\u6237\u6570\u636e\u8f6c\u5316\u4e3a\u76f4\u89c2\u7684\u56fe\u5f62\u548c\u62a5\u544a\uff0c\u8ba9\u51b3\u7b56\u8005\u80fd\u591f\u5b9e\u65f6\u638c\u63e1\u4e1a\u52a1\u8109\u640f\uff0c\u771f\u6b63\u505a\u5230\u7528\u6570\u636e\u8bf4\u8bdd\uff0c\u8f85\u52a9\u79d1\u5b66\u51b3\u7b56\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E5%9B%9B%E6%AD%A5%EF%BC%9A%E6%B4%9E%E5%AF%9F%E5%BA%94%E7%94%A8%E4%B8%8E%E8%A1%8C%E5%8A%A8%E2%80%94%E2%80%94%E9%A9%B1%E5%8A%A8%E4%B8%9A%E5%8A%A1%E5%A2%9E%E9%95%BF%E7%9A%84%E9%97%AD%E7%8E%AF\"><\/span>\u7b2c\u56db\u6b65\uff1a\u6d1e\u5bdf\u5e94\u7528\u4e0e\u884c\u52a8\u2014\u2014\u9a71\u52a8\u4e1a\u52a1\u589e\u957f\u7684\u95ed\u73af<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5ba2\u6237\u6d1e\u5bdf\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u4ea7\u51fa\u4e86\u591a\u5c11\u7cbe\u7f8e\u7684\u62a5\u544a\uff0c\u800c\u5728\u4e8e\u8fd9\u4e9b\u6d1e\u5bdf\u662f\u5426\u80fd\u88ab\u6709\u6548\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u4e1a\u52a1\u884c\u52a8\uff0c\u5e76\u6700\u7ec8\u5e26\u6765\u53ef\u8861\u91cf\u7684\u589e\u957f\u3002\u5982\u679c\u5206\u6790\u7ed3\u679c\u4ec5\u4ec5\u505c\u7559\u5728PPT\u6216\u4eea\u8868\u76d8\u4e0a\uff0c\u90a3\u4e48\u6574\u4e2a\u5de5\u4f5c\u6d41\u5c31\u5931\u53bb\u4e86\u610f\u4e49\u3002\u56e0\u6b64\uff0c\u7b2c\u56db\u6b65\uff0c\u4e5f\u662f\u6700\u540e\u4e00\u6b65\uff0c\u662f\u786e\u4fdd\u6d1e\u5bdf\u80fd\u591f\u843d\u5730\uff0c\u9a71\u52a8\u4e1a\u52a1\u6539\u8fdb\uff0c\u5e76\u5f62\u6210\u4e00\u4e2a\u6301\u7eed\u4f18\u5316\u7684\u95ed\u73af\u3002<\/p>\n<p>\u5c06\u5206\u6790\u6d1e\u5bdf\u8f6c\u5316\u4e3a\u4e1a\u52a1\u7b56\u7565\uff0c\u610f\u5473\u7740\u8981\u56de\u7b54\u201cSo What?\u201d\u548c\u201cNow What?\u201d\u7684\u95ee\u9898\u3002\u8fd9\u9700\u8981\u8de8\u90e8\u95e8\u7684\u534f\u4f5c\uff0c\u5c06\u6570\u636e\u6d1e\u5bdf\u4e0e\u5177\u4f53\u7684\u4e1a\u52a1\u573a\u666f\u76f8\u7ed3\u5408\u3002\u4ee5\u4e0b\u662f\u51e0\u4e2a\u5178\u578b\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<ul>\n<li><strong>\u57fa\u4e8e\u7528\u6237\u753b\u50cf\u7684\u7cbe\u51c6\u8425\u9500\u6d3b\u52a8:<\/strong> \u5f53\u5206\u6790\u53d1\u73b0\u201c\u4e00\u7ebf\u57ce\u5e02\u300125-35\u5c81\u3001\u5173\u6ce8\u79d1\u6280\u8d44\u8baf\u7684\u7537\u6027\u7528\u6237\u201d\u662f\u9ad8\u4ef7\u503c\u7fa4\u4f53\u65f6\uff0c\u5e02\u573a\u90e8\u53ef\u4ee5\u7acb\u5373\u9488\u5bf9\u8fd9\u4e00\u753b\u50cf\uff0c\u5728\u7279\u5b9a\u6e20\u9053\uff08\u5982\u79d1\u6280\u5a92\u4f53\u3001\u6570\u7801\u8bba\u575b\uff09\u6295\u653e\u5b9a\u5236\u5316\u7684\u5e7f\u544a\u5185\u5bb9\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u8425\u9500ROI\u3002<\/li>\n<li><strong>\u57fa\u4e8e\u6d41\u5931\u9884\u8b66\u7684\u4e3b\u52a8\u5ba2\u6237\u5173\u6000:<\/strong> \u5f53\u7cfb\u7edf\u8bc6\u522b\u51fa\u67d0\u4f4dVIP\u5ba2\u6237\u7684\u6d3b\u8dc3\u5ea6\u8fde\u7eed\u4e09\u5468\u4e0b\u964d\u65f6\uff0c\u53ef\u4ee5\u81ea\u52a8\u89e6\u53d1\u4e00\u4e2a\u4efb\u52a1\u7ed9\u5230\u5176\u4e13\u5c5e\u7684\u5ba2\u6237\u6210\u529f\u7ecf\u7406\u3002\u7ecf\u7406\u4f1a\u4e3b\u52a8\u8054\u7cfb\u5ba2\u6237\uff0c\u4e86\u89e3\u5176\u662f\u5426\u9047\u5230\u95ee\u9898\u6216\u6709\u65b0\u7684\u9700\u6c42\uff0c\u901a\u8fc7\u53ca\u65f6\u7684\u6c9f\u901a\u548c\u652f\u6301\uff0c\u6709\u6548\u9632\u6b62\u5ba2\u6237\u6d41\u5931\u3002<\/li>\n<li><strong>\u57fa\u4e8e\u4ea7\u54c1\u4f7f\u7528\u53cd\u9988\u7684\u529f\u80fd\u8fed\u4ee3\u4f18\u5316:<\/strong> 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