{"id":111228,"date":"2026-09-30T16:48:59","date_gmt":"2026-09-30T08:48:59","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/111228.html"},"modified":"2026-09-30T16:48:59","modified_gmt":"2026-09-30T08:48:59","slug":"%e5%9f%ba%e4%ba%8e%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%9a%84%e6%8a%96%e9%9f%b3%e7%94%a8%e6%88%b7%e8%b4%ad%e7%89%a9%e8%a1%8c%e4%b8%ba%e9%a2%84%e6%b5%8b%e7%b3%bb%e7%bb%9f%e7%9a%84%e8%ae%be%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/111228.html","title":{"rendered":"\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u8bbe\u8ba1\u4e0e\u5b9e\u73b0"},"content":{"rendered":"<p>\u6458\u3000\u8981<br \/>\n\u6296\u97f3\u4f5c\u4e3a\u5168\u57df\u5174\u8da3\u7535\u5546\u5934\u90e8\u5e73\u53f0&#xff0c;\u7528\u6237\u8d2d\u7269\u5448\u73b0\u201c\u5237\u5230\u5373\u4e70\u201d\u7684\u5373\u5174\u5316\u7279\u5f81&#xff0c;\u6d41\u91cf\u7ea2\u5229\u6d88\u9000\u540e\u884c\u4e1a\u83b7\u5ba2\u6210\u672c\u6500\u5347&#xff0c;\u540c\u8d28\u5316\u7ade\u4e89\u52a0\u5267\u3002\u4f20\u7edf\u8fd0\u8425\u6a21\u5f0f\u96be\u7cbe\u51c6\u6355\u6349\u7528\u6237\u788e\u7247\u5316\u9700\u6c42&#xff0c;\u800c\u5927\u6570\u636e\u4e0eAI\u6280\u672f\u7684\u6210\u719f&#xff0c;\u4e3a\u6574\u5408\u7528\u6237\u884c\u4e3a\u3001\u4ea4\u6613\u7b49\u591a\u6e90\u6570\u636e\u63d0\u4f9b\u4e86\u53ef\u80fd\u3002\u4e3a\u5e2e\u52a9\u5e73\u53f0\u4e0e\u5546\u5bb6\u4f18\u5316\u63a8\u8350\u6548\u7387\u3001\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u3001\u63d0\u5347\u8f6c\u5316\u4e0e\u590d\u8d2d\u7387&#xff0c;\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u7814\u53d1\u6210\u4e3a\u884c\u4e1a\u521a\u9700\u3002<br \/>\n\u5728\u68b3\u7406\u56fd\u5185\u5916\u7535\u5546\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u76f8\u5173\u7814\u7a76\u6210\u679c\u7684\u57fa\u7840\u4e0a&#xff0c;\u672c\u6587\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u4e86\u4e00\u5957\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u3002\u7cfb\u7edf\u91c7\u7528B\/S\u67b6\u6784&#xff0c;\u4ee5 Java\u4e3a\u6838\u5fc3\u5f00\u53d1\u8bed\u8a00&#xff0c;\u901a\u8fc7 SpringBoot\u642d\u5efa\u540e\u53f0\u529f\u80fd\u6a21\u5757\u903b\u8f91&#xff0c;\u4f9d\u6258Vue\u6846\u67b6\u5b8c\u6210\u524d\u7aef\u9875\u9762\u6548\u679c\u6e32\u67d3&#xff0c;\u501f\u52a9MySQL\u6570\u636e\u5e93\u5b9e\u73b0\u7cfb\u7edf\u529f\u80fd\u6570\u636e\u7684\u5b58\u50a8\u3002\u901a\u8fc7\u4f7f\u7528LSTM\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u5b9e\u73b0\u7528\u6237\u7684\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b&#xff0c;\u901a\u8fc7\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u534f\u540c\u8fc7\u6ee4\u7b97\u6cd5\u5b9e\u73b0\u5546\u54c1\u4fe1\u606f\u7684\u4e2a\u6027\u5316\u63a8\u8350\u3002\u8be5\u7cfb\u7edf\u65e2\u80fd\u591f\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u4f18\u8d28\u7684\u5728\u7ebf\u8d2d\u7269\u4f53\u9a8c&#xff0c;\u4e5f\u53ef\u52a9\u529b\u5546\u5bb6\u3001\u7ba1\u7406\u5458\u9ad8\u6548\u5f00\u5c55\u5546\u54c1\u4fe1\u606f\u7ba1\u7406\u5de5\u4f5c\u3002<br \/>\n\u7cfb\u7edf\u5f00\u53d1\u5de5\u4f5c\u5168\u90e8\u5b8c\u6210\u540e&#xff0c;\u968f\u5373\u5f00\u5c55\u4e86\u5168\u9762\u7684\u529f\u80fd\u6d4b\u8bd5\u3002\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a&#xff0c;\u672c\u7cfb\u7edf\u5728\u5e38\u89c4\u5e94\u7528\u573a\u666f\u4e0b\u53ef\u4fdd\u6301\u7a33\u5b9a\u8fd0\u884c\u72b6\u6001&#xff0c;\u5404\u9879\u529f\u80fd\u5747\u8fbe\u5230\u4e86\u9884\u5148\u8bbe\u5b9a\u7684\u8bbe\u8ba1\u76ee\u6807\u3002<br \/>\n\u5173\u952e\u8bcd&#xff1a;\u6296\u97f3&#xff1b;\u8d2d\u7269\u884c\u4e3a&#xff1b;\u9884\u6d4b&#xff1b; SpringBoot&#xff1b;Vue<\/p>\n<p>Abstract<br \/>\nAs a leading platform in the omnichannel interest-based e-commerce, TikTok exhibits impulsive shopping characteristics where users make purchases upon encountering products. With the decline of traffic dividends, industry customer acquisition costs have risen, intensifying homogenized competition. Traditional operational models struggle to accurately capture users\u2019 fragmented needs, while the maturation of big data and AI technologies enables the integration of multi-source data such as user behavior and transactions. To help platforms and merchants optimize recommendation efficiency, reduce operational costs, and enhance conversion and repurchase rates, the development of TikTok\u2019s user shopping behavior prediction system has become an industry imperative.<br \/>\nOn the basis of reviewing domestic and international research findings related to e-commerce user shopping behavior prediction, this paper designs and implements a deep learning-based TikTok user shopping behavior prediction system. The system adopts a B\/S architecture, with Java as the core development language. It utilizes SpringBoot to build the backend functional module logic, relies on the Vue framework to achieve frontend page rendering, and employs MySQL database to store system functional data. The LSTM neural network algorithm is used for user shopping behavior prediction, while the neural network collaborative filtering algorithm is employed for personalized product information recommendations. This system not only provides users with a superior online shopping experience but also assists merchants and administrators in efficiently managing product information.<br \/>\nUpon completion of the system development, comprehensive functional testing was promptly conducted. The test results demonstrated that the system maintains stable operation under conventional application scenarios, with all functionalities meeting the pre-established design objectives.<br \/>\nKeywords:TikTok; Shopping Behavior; Prediction; SpringBoot; Vue<\/p>\n<p>\u7b2c1\u7ae0\u7eea\u8bba<br \/>\n1.1\u9009\u9898\u80cc\u666f\u4e0e\u610f\u4e49<br \/>\n1.1.1\u9009\u9898\u80cc\u666f<br 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\/>\nMySQL\u6570\u636e\u5e93\u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf&#xff0c;\u4ee5\u8f7b\u91cf\u9ad8\u6548\u3001\u6613\u90e8\u7f72\u3001\u517c\u5bb9\u6027\u5f3a\u7684\u7279\u70b9\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5404\u7c7b\u7cfb\u7edf\u5f00\u53d1&#xff0c;\u652f\u6301\u7ed3\u6784\u5316\u6570\u636e\u7684\u5b58\u50a8\u3001\u67e5\u8be2\u4e0e\u4e8b\u52a1\u5904\u7406\u3002\u5728\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u4e2d&#xff0c;MySQL 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\/>\n3.1\u6280\u672f\u53ef\u884c\u6027\u5206\u6790<br \/>\n\u672c\u7cfb\u7edf\u7684\u6280\u672f\u53ef\u884c\u6027\u4e3b\u8981\u4f53\u73b0\u5728\u6210\u719f\u6280\u672f\u6808\u652f\u6491\u4e0e\u7b97\u6cd5\u843d\u5730\u9002\u914d\u6027\u4e24\u65b9\u9762\u3002\u7cfb\u7edf\u91c7\u7528 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\/>\n&#xff08;2&#xff09;\u5546\u54c1\u4fe1\u606f\u5b9e\u4f53\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u6570\u636e\u5e93\u7684\u6838\u5fc3\u6784\u6210\u4e4b\u4e00&#xff0c;\u6db5\u76d6\u5546\u54c1\u7f16\u53f7\u3001\u540d\u79f0\u3001\u4ef7\u683c\u3001\u7c7b\u76ee\u7b49\u5173\u952e\u5c5e\u6027&#xff0c;\u8fd9\u4e9b\u5c5e\u6027\u5171\u540c\u652f\u6491\u5546\u54c1\u7684\u4e0a\u67b6\u3001\u5c55\u793a\u3001\u7ba1\u7406\u4e0e\u4ea4\u6613\u7b49\u6838\u5fc3\u4e1a\u52a1\u3002\u8be5\u5b9e\u4f53\u7684\u5b8c\u6574\u5c5e\u6027\u7ed3\u6784\u53ca\u5404\u5b57\u6bb5\u7684\u903b\u8f91\u5173\u8054&#xff0c;\u5747\u6e05\u6670\u5448\u73b0\u4e8e\u5546\u54c1\u4fe1\u606f\u5b9e\u4f53\u5c5e\u6027\u56fe&#xff08;\u56fe5-9&#xff09;\u4e2d&#xff0c;\u4e3a\u5546\u54c1\u6570\u636e\u7684\u5b58\u50a8\u4e0e\u8c03\u7528\u63d0\u4f9b\u89c4\u8303\u7684\u7ed3\u6784\u4f9d\u636e\u3002<\/p>\n<p>\u56fe5-9\u5546\u54c1\u4fe1\u606f\u5b9e\u4f53\u5c5e\u6027\u56fe<br \/>\n&#xff08;3&#xff09;\u8d2d\u7269\u884c\u4e3a\u6570\u636e\u5b9e\u4f53\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u5206\u6790\u6570\u636e\u6e90&#xff0c;\u6db5\u76d6\u76f4\u64ad\u89c2\u770b\u65f6\u957f\u3001\u5546\u54c1\u9875\u505c\u7559\u79d2\u6570\u3001\u8fd130\u65e5\u4e0b\u5355\u6b21\u6570\u7b49\u5173\u952e\u7279\u5f81\u5c5e\u6027\u3002\u8be5\u5b9e\u4f53\u7684\u5b8c\u6574\u5c5e\u6027\u6784\u6210\u53ca\u903b\u8f91\u5173\u8054&#xff0c;\u5747\u6e05\u6670\u5448\u73b0\u4e8e\u8d2d\u7269\u884c\u4e3a\u6570\u636e\u5b9e\u4f53\u5c5e\u6027\u56fe&#xff08;\u56fe5-10&#xff09;\u4e2d\u3002<\/p>\n<p>\u56fe5-10\u8d2d\u7269\u884c\u4e3a\u6570\u636e\u5b9e\u4f53\u5c5e\u6027\u56fe<br \/>\n&#xff08;4&#xff09;\u8d2d\u4e70\u6982\u7387\u9884\u6d4b\u5b9e\u4f53\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u529f\u80fd\u8f7d\u4f53&#xff0c;\u6db5\u76d6\u5546\u54c1\u7c7b\u76ee\u504f\u597d\u3001\u8d2d\u7269\u8f66\u70b9\u51fb\u7387\u7b49\u5173\u952e\u5c5e\u6027\u3002\u8be5\u5b9e\u4f53\u7684\u5b8c\u6574\u5c5e\u6027\u6784\u6210\u53ca\u903b\u8f91\u5173\u8054&#xff0c;\u5747\u6e05\u6670\u5448\u73b0\u4e8e\u8d2d\u4e70\u6982\u7387\u9884\u6d4b\u5b9e\u4f53\u5c5e\u6027\u56fe&#xff08;\u56fe5-11&#xff09;\u4e2d\u3002<\/p>\n<p>\u56fe5-11\u8d2d\u4e70\u6982\u7387\u9884\u6d4b\u5b9e\u4f53\u5c5e\u6027\u56fe<br \/>\n&#xff08;5&#xff09;\u8ba2\u5355\u4fe1\u606f\u5b9e\u4f53\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u4ea4\u6613\u6570\u636e\u8f7d\u4f53&#xff0c;\u6db5\u76d6\u8ba2\u5355\u7f16\u53f7\u3001\u652f\u4ed8\u7c7b\u578b\u3001\u8ba2\u5355\u72b6\u6001\u3001\u5546\u6237\u540d\u79f0\u7b49\u5173\u952e\u5c5e\u6027\u3002\u8be5\u5b9e\u4f53\u7684\u5b8c\u6574\u5c5e\u6027\u6784\u6210\u53ca\u5404\u5b57\u6bb5\u7684\u903b\u8f91\u5173\u8054&#xff0c;\u5747\u6e05\u6670\u5448\u73b0\u4e8e\u8ba2\u5355\u4fe1\u606f\u5b9e\u4f53\u5c5e\u6027\u56fe&#xff08;\u56fe5-12&#xff09;\u4e2d\u3002<\/p>\n<p>\u56fe5-12\u8ba2\u5355\u4fe1\u606f\u5b9e\u4f53\u5c5e\u6027\u56fe<br \/>\n&#xff08;6&#xff09;\u5546\u5bb6\u4fe1\u606f\u5b9e\u4f53\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u5546\u6237\u6570\u636e\u8f7d\u4f53&#xff0c;\u6db5\u76d6\u5546\u5bb6\u7f16\u53f7\u3001\u5546\u5bb6\u59d3\u540d\u3001\u6027\u522b\u7b49\u5173\u952e\u5c5e\u6027\u3002\u8be5\u5b9e\u4f53\u7684\u5b8c\u6574\u5c5e\u6027\u6784\u6210\u53ca\u5404\u5b57\u6bb5\u7684\u903b\u8f91\u5173\u8054&#xff0c;\u5747\u6e05\u6670\u5448\u73b0\u4e8e\u5546\u5bb6\u4fe1\u606f\u5b9e\u4f53\u5c5e\u6027\u56fe&#xff08;\u56fe5-13&#xff09;\u4e2d\u3002<\/p>\n<p>\u56fe5-13\u5546\u5bb6\u4fe1\u606f\u5b9e\u4f53\u5c5e\u6027\u56fe<br \/>\n\u7efc\u4e0a\u5206\u6790\u53ef\u5f97&#xff0c;\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u5b9e\u4f53\u5305\u542b\u5546\u5bb6\u3001\u7528\u6237\u3001\u8ba2\u5355\u53ca\u5546\u54c1\u4fe1\u606f\u3002\u5b9e\u4f53\u95f4\u5b58\u5728\u660e\u786e\u5173\u8054&#xff1a;\u7ba1\u7406\u5458\u53ef\u7ba1\u7406\u591a\u4e2a\u7528\u6237\u4e0e\u591a\u79cd\u5546\u54c1&#xff0c;\u5546\u5bb6\u4e0e\u7528\u6237\u3001\u5546\u54c1\u5747\u4e3a\u4e00\u5bf9\u591a\u8054\u7cfb&#xff1b;\u7ba1\u7406\u5458\u4e0e\u7528\u6237\u4e5f\u5448\u4e00\u5bf9\u591a\u8054\u7cfb&#xff1b;\u5355\u4e2a\u8ba2\u5355\u4ec5\u5f52\u5c5e\u4e00\u540d\u7528\u6237&#xff0c;\u4f46\u53ef\u5305\u542b\u591a\u6b3e\u5546\u54c1&#xff0c;\u6545\u8ba2\u5355\u4e0e\u5546\u54c1\u4e3a\u4e00\u5bf9\u591a\u8054\u7cfb\u3002\u57fa\u4e8e\u4e0a\u8ff0\u5206\u6790\u7ed8\u5236\u7684\u7cfb\u7edfE-R\u56fe\u8be6\u89c1\u56fe5-14\u3002<\/p>\n<p>\u56fe5-14\u7cfb\u7edf\u603b\u4f53E-R\u56fe<br \/>\n5.4.2 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\/>\n&#xff08;1&#xff09;\u7528\u6237\u4fe1\u606f\u8868\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u6570\u636e\u8868\u4e4b\u4e00&#xff0c;\u4e3b\u8981\u7528\u4e8e\u5b58\u50a8\u7528\u6237\u6838\u5fc3\u57fa\u7840\u4fe1\u606f&#xff0c;\u6db5\u76d6\u7528\u6237\u8d26\u53f7\u3001\u5bc6\u7801\u7b49\u5173\u952e\u5b57\u6bb5&#xff0c;\u540c\u65f6\u8fd8\u5305\u542b\u7528\u6237\u59d3\u540d\u3001\u8054\u7cfb\u65b9\u5f0f\u3001\u6ce8\u518c\u65f6\u95f4\u7b49\u8f85\u52a9\u4fe1\u606f&#xff0c;\u4e3a\u7528\u6237\u8eab\u4efd\u9a8c\u8bc1\u3001\u4fe1\u606f\u7ba1\u7406\u53ca\u884c\u4e3a\u5206\u6790\u63d0\u4f9b\u6570\u636e\u652f\u6491&#xff0c;\u5177\u4f53\u7684\u8868\u7ed3\u6784\u89c4\u8303\u8be6\u89c1\u88685-1\u3002<br \/>\n\u88685-1 \u7528\u6237\u4fe1\u606f\u8868<br \/>\n\u5e8f\u53f7\u5217\u540d\u6570\u636e\u7c7b\u578b\u957f\u5ea6\u4e3b\u952e\u8bf4\u660e<br \/>\n1idbigint20\u662f\u4e3b\u952e<br \/>\n2addtimetimestamp\u5426\u521b\u5efa\u65f6\u95f4<br \/>\n3yonghuzhanghaovarchar16\u5426\u7528\u6237\u8d26\u53f7<br \/>\n4mimavarchar30\u5426\u5bc6\u7801<br \/>\n5yonghuxingmingvarchar16\u5426\u7528\u6237\u59d3\u540d<br \/>\n6xingbievarchar16\u5426\u6027\u522b<br \/>\n7lianxifangshivarchar32\u5426\u8054\u7cfb\u65b9\u5f0f<br \/>\n8touxianglongtext\u5426\u5934\u50cf<br \/>\n9nianlingint11\u5426\u5e74\u9f84<br \/>\n10moneydouble\u5426\u4f59\u989d<\/p>\n<p>&#xff08;2&#xff09;\u5546\u54c1\u4fe1\u606f\u8868\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u6570\u636e\u8868\u4e4b\u4e00&#xff0c;\u4e3b\u8981\u7528\u4e8e\u5b58\u50a8\u5546\u54c1\u6838\u5fc3\u8fd0\u8425\u4fe1\u606f&#xff0c;\u6db5\u76d6\u5546\u54c1\u54c1\u8d28\u3001\u5e93\u5b58\u7b49\u5173\u952e\u4e1a\u52a1\u5b57\u6bb5&#xff0c;\u540c\u65f6\u8fd8\u5305\u542b\u5546\u54c1\u7f16\u53f7\u3001\u540d\u79f0\u3001\u4ef7\u683c\u3001\u7c7b\u76ee\u3001\u6240\u5c5e\u5546\u5bb6ID\u7b49\u57fa\u7840\u4fe1\u606f&#xff0c;\u4e3a\u5546\u54c1\u4e0a\u67b6\u3001\u5c55\u793a\u3001\u7ba1\u7406\u53ca\u4ea4\u6613\u5206\u6790\u63d0\u4f9b\u6570\u636e\u652f\u6491&#xff0c;\u5177\u4f53\u7684\u8868\u7ed3\u6784\u89c4\u8303\u8be6\u89c1\u88685-2\u3002<br \/>\n\u88685-2 \u5546\u54c1\u4fe1\u606f\u8868<br \/>\n\u5e8f\u53f7\u5217\u540d\u6570\u636e\u7c7b\u578b\u957f\u5ea6\u4e3b\u952e\u8bf4\u660e<br \/>\n1idbigint20\u662f\u4e3b\u952e<br \/>\n2addtimetimestamp\u5426\u521b\u5efa\u65f6\u95f4<br \/>\n3shangpinmingchengvarchar16\u5426\u5546\u54c1\u540d\u79f0<br \/>\n4shangpinfenleivarchar16\u5426\u5546\u54c1\u5206\u7c7b<br \/>\n5pinpaivarchar30\u5426\u54c1\u724c<br \/>\n6caizhivarchar30\u5426\u6750\u8d28<br \/>\n7guigevarchar30\u5426\u89c4\u683c<br \/>\n8yansevarchar30\u5426\u989c\u8272<br \/>\n9shangjiazhanghaovarchar30\u5426\u5546\u5bb6\u8d26\u53f7<br \/>\n10shangjiaxingmingvarchar30\u5426\u5546\u5bb6\u59d3\u540d<br \/>\n11alllimittimesint11\u5426\u5e93\u5b58<br \/>\n12pricedouble\u5426\u4ef7\u683c<br \/>\n13onelimittimesint11\u5426\u5355\u9650<br \/>\n14shangpinmiaoshulongtext\u5426\u5546\u54c1\u63cf\u8ff0<br \/>\n15fabushijiandate\u5426\u53d1\u5e03\u65f6\u95f4<br \/>\n16shangpinfengmianlongtext\u5426\u5546\u54c1\u5c01\u9762<br \/>\n17clicktimedatetime\u5426\u6700\u8fd1\u70b9\u51fb\u65f6\u95f4<br \/>\n18onshelvesint11\u5426\u662f\u5426\u4e0a\u67b6(1:\u4e0a\u67b6&#xff0c;0:\u4e0b\u67b6)<br \/>\n19storeupnumint11\u5426\u6536\u85cf\u6570<\/p>\n<p>&#xff08;3&#xff09;\u8d2d\u7269\u884c\u4e3a\u6570\u636e\u8868\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u5206\u6790\u6570\u636e\u8868\u4e4b\u4e00&#xff0c;\u4e3b\u8981\u7528\u4e8e\u5b58\u50a8\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u76f8\u5173\u7279\u5f81\u4fe1\u606f&#xff0c;\u6db5\u76d6\u6240\u5728\u57ce\u5e02\u7b49\u7ea7\u3001\u7c89\u4e1d\u6570\u7b49\u5173\u952e\u7ef4\u5ea6&#xff0c;\u540c\u65f6\u8fd8\u5305\u542b\u7528\u6237ID\u3001\u76f4\u64ad\u89c2\u770b\u65f6\u957f\u3001\u5546\u54c1\u9875\u505c\u7559\u79d2\u6570\u7b49\u57fa\u7840\u5206\u6790\u5b57\u6bb5&#xff0c;\u4e3a\u7528\u6237\u8d2d\u4e70\u6982\u7387\u9884\u6d4b\u63d0\u4f9b\u6838\u5fc3\u6570\u636e\u652f\u6491&#xff0c;\u5177\u4f53\u7684\u8868\u7ed3\u6784\u89c4\u8303\u8be6\u89c1\u88685-3\u3002<br \/>\n\u88685-3 \u8d2d\u7269\u884c\u4e3a\u6570\u636e<br \/>\n\u5e8f\u53f7\u5217\u540d\u6570\u636e\u7c7b\u578b\u957f\u5ea6\u4e3b\u952e\u8bf4\u660e<br \/>\n1idbigint20\u662f\u4e3b\u952e<br \/>\n2addtimetimestamp\u5426\u521b\u5efa\u65f6\u95f4<br \/>\n3yonghuvarchar30\u5426\u7528\u6237ID<br \/>\n4gendervarchar30\u5426\u6027\u522b<br \/>\n5ageint11\u5426\u5e74\u9f84<br \/>\n6suozaichengshidengjivarchar30\u5426\u6240\u5728\u57ce\u5e02\u7b49\u7ea7<br \/>\n7zhucetianshuvarchar30\u5426\u6ce8\u518c\u5929\u6570<br \/>\n8fensishuvarchar30\u5426\u7c89\u4e1d\u6570<br \/>\n9guanzhushuvarchar30\u5426\u5173\u6ce8\u6570<br \/>\n10zuopinshuvarchar30\u5426\u4f5c\u54c1\u6570<br \/>\n11dianzanshuint11\u5426\u70b9\u8d5e\u6570<br \/>\n12numberoffavoritesint11\u5426\u6536\u85cf\u6570<br \/>\n13commentcountint11\u5426\u8bc4\u8bba\u6570<br \/>\n14fenxiangshuint11\u5426\u5206\u4eab\u6570<br \/>\n15zhiboguankanshizhangfenzhongvarchar30\u5426\u76f4\u64ad\u89c2\u770b\u65f6\u957f\u5206\u949f<br \/>\n16shoppingcartclickthroughrateint11\u5426\u8d2d\u7269\u8f66\u70b9\u51fb\u7387<br \/>\n17shangpinxiangqingyetingliumiaovarchar30\u5426\u5546\u54c1\u8be6\u60c5\u9875\u505c\u7559\u79d2<br \/>\n18jin30rixiadancishuvarchar30\u5426\u8fd130\u65e5\u4e0b\u5355\u6b21\u6570<br \/>\n19jin30rituidancishuvarchar30\u5426\u8fd130\u65e5\u9000\u5355\u6b21\u6570<br \/>\n20kedanjiayuanvarchar30\u5426\u5ba2\u5355\u4ef7\u5143<br \/>\n21productcategorypreferencevarchar30\u5426\u5546\u54c1\u7c7b\u76ee\u504f\u597d<br \/>\n22gouwushiduanpianhaovarchar30\u5426\u8d2d\u7269\u65f6\u6bb5\u504f\u597d<br \/>\n23shifouhuiyuanvarchar30\u5426\u662f\u5426\u4f1a\u5458<br \/>\n24jin7rihuoyuetianshuvarchar30\u5426\u8fd17\u65e5\u6d3b\u8dc3\u5929\u6570<\/p>\n<p>&#xff08;4&#xff09;\u8d2d\u4e70\u6982\u7387\u9884\u6d4b\u8868\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u7ed3\u679c\u6570\u636e\u8868\u4e4b\u4e00&#xff0c;\u4e3b\u8981\u7528\u4e8e\u5b58\u50a8\u8d2d\u4e70\u6982\u7387\u9884\u6d4b\u76f8\u5173\u7684\u7279\u5f81\u4e0e\u7ed3\u679c\u4fe1\u606f&#xff0c;\u6db5\u76d6\u8bc4\u8bba\u6570\u3001\u5546\u54c1\u7c7b\u76ee\u504f\u597d\u7b49\u5173\u952e\u5206\u6790\u7ef4\u5ea6&#xff0c;\u540c\u65f6\u8fd8\u5305\u542b\u7528\u6237ID\u3001\u5546\u54c1ID\u3001\u9884\u6d4b\u6982\u7387\u503c\u7b49\u6838\u5fc3\u5b57\u6bb5&#xff0c;\u4e3a\u7cbe\u51c6\u8425\u9500\u51b3\u7b56\u63d0\u4f9b\u6570\u636e\u4f9d\u636e&#xff0c;\u5177\u4f53\u7684\u8868\u7ed3\u6784\u89c4\u8303\u8be6\u89c1\u88684-4\u3002<br \/>\n\u88684-4 \u8d2d\u4e70\u6982\u7387\u9884\u6d4b\u8868<br \/>\n\u5e8f\u53f7\u5217\u540d\u6570\u636e\u7c7b\u578b\u957f\u5ea6\u4e3b\u952e\u8bf4\u660e<br \/>\n1idbigint20\u662f\u4e3b\u952e<br \/>\n2addtimetimestamp\u5426\u521b\u5efa\u65f6\u95f4<br \/>\n3gendervarchar30\u5426\u6027\u522b<br \/>\n4ageint11\u5426\u5e74\u9f84<br \/>\n5numberoffavoritesint11\u5426\u6536\u85cf\u6570<br \/>\n6commentcountint11\u5426\u8bc4\u8bba\u6570<br \/>\n7productcategorypreferencevarchar30\u5426\u5546\u54c1\u7c7b\u76ee\u504f\u597d<br \/>\n8shoppingcartclickthroughrateint11\u5426\u8d2d\u7269\u8f66\u70b9\u51fb\u7387<\/p>\n<p>&#xff08;5&#xff09;\u8ba2\u5355\u4fe1\u606f\u8868\u662f\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u6838\u5fc3\u4ea4\u6613\u6570\u636e\u8868\u4e4b\u4e00&#xff0c;\u4e3b\u8981\u7528\u4e8e\u5b58\u50a8\u8ba2\u5355\u5168\u6d41\u7a0b\u76f8\u5173\u4fe1\u606f&#xff0c;\u6db5\u76d6\u5546\u54c1\u540d\u79f0\u3001\u6536\u8d27\u5730\u5740\u3001\u8ba2\u5355\u72b6\u6001\u7b49\u5173\u952e\u4e1a\u52a1\u5b57\u6bb5&#xff0c;\u540c\u65f6\u8fd8\u5305\u542b\u8ba2\u5355\u7f16\u53f7\u3001\u7528\u6237ID\u3001\u8ba2\u5355\u91d1\u989d\u3001\u652f\u4ed8\u65f6\u95f4\u7b49\u57fa\u7840\u4ea4\u6613\u4fe1\u606f&#xff0c;\u4e3a\u8ba2\u5355\u7ba1\u7406\u4e0e\u4ea4\u6613\u5206\u6790\u63d0\u4f9b\u6570\u636e\u652f\u6491&#xff0c;\u5177\u4f53\u7684\u8868\u7ed3\u6784\u89c4\u8303\u8be6\u89c1\u88684-5\u3002<br \/>\n\u88684-5 \u8ba2\u5355\u4fe1\u606f\u8868<br \/>\n\u5e8f\u53f7\u5217\u540d\u6570\u636e\u7c7b\u578b\u957f\u5ea6\u4e3b\u952e\u8bf4\u660e<br \/>\n1idbigint20\u662f\u4e3b\u952e<br \/>\n2addtimetimestamp\u5426\u521b\u5efa\u65f6\u95f4<br \/>\n3orderidvarchar30\u5426\u8ba2\u5355\u7f16\u53f7<br \/>\n4goodidbigint20\u5426\u5546\u54c1id<br \/>\n5goodnamevarchar30\u5426\u5546\u54c1\u540d\u79f0<br \/>\n6picturelongtext\u5426\u56fe\u7247<br \/>\n7buynumberint11\u5426\u8d2d\u4e70\u6570\u91cf<br \/>\n8pricedouble\u5426\u5355\u4ef7<br \/>\n9totaldouble\u5426\u603b\u4ef7<br \/>\n10typeint11\u5426\u652f\u4ed8\u7c7b\u578b<br \/>\n11statusvarchar30\u5426\u8ba2\u5355\u72b6\u6001<br \/>\n12addressvarchar30\u5426\u5730\u5740<br \/>\n13telvarchar30\u5426\u7535\u8bdd<br \/>\n14consigneevarchar30\u5426\u6536\u8d27\u4eba<br \/>\n15remarkvarchar30\u5426\u5907\u6ce8<br \/>\n16useridbigint20\u5426\u7528\u6237id<br \/>\n17tablenamevarchar30\u5426\u5546\u54c1\u8868\u540d<br \/>\n18logisticslongtext\u5426\u7269\u6d41<br \/>\n19shangjiazhanghaovarchar30\u5426\u5546\u6237\u540d\u79f0<br \/>\n20sfshvarchar30\u5426\u662f\u5426\u5ba1\u6838<br \/>\n21shhflongtext\u5426\u5ba1\u6838\u56de\u590d<br \/>\n22rolevarchar30\u5426\u7528\u6237\u89d2\u8272<br \/>\n23returnreasonvarchar30\u5426\u9000\u8d27\u539f\u56e0<\/p>\n<p>5.5\u6570\u636e\u53ef\u89c6\u5316\u8bbe\u8ba1<br \/>\n5.5.1 \u6570\u636e\u91c7\u96c6\u4e0e\u6574\u5408\u529f\u80fd\u8bbe\u8ba1<br 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\/>\n\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7ecf\u5168\u9762\u6d4b\u8bd5&#xff0c;\u9a8c\u8bc1\u4e86\u529f\u80fd\u7684\u6b63\u786e\u6027\u4e0e\u5b8c\u6574\u6027&#xff0c;\u7cbe\u51c6\u63a8\u8350\u53ca\u8ba2\u9910\u6d41\u7a0b\u8868\u73b0\u826f\u597d\u3002\u6027\u80fd\u6d4b\u8bd5\u8868\u660e&#xff0c;\u7cfb\u7edf\u5728\u9ad8\u5e76\u53d1\u4e0b\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u54cd\u5e94\u8fc5\u901f\u3002\u5b89\u5168\u6d4b\u8bd5\u672a\u53d1\u73b0\u7528\u6237\u4fe1\u606f\u4e0e\u652f\u4ed8\u6570\u636e\u7684\u6cc4\u9732\u98ce\u9669\u3002\u517c\u5bb9\u6027\u6d4b\u8bd5\u663e\u793a\u7cfb\u7edf\u5728\u5404\u7c7b\u8bbe\u5907\u3001\u64cd\u4f5c\u7cfb\u7edf\u53ca\u6d4f\u89c8\u5668\u4e0a\u5747\u80fd\u6b63\u5e38\u8fd0\u4f5c\u3002\u6d4b\u8bd5\u671f\u95f4\u867d\u53d1\u73b0\u4e2a\u522b\u5c0f\u95ee\u9898&#xff0c;\u5982\u90e8\u5206\u83dc\u54c1\u56fe\u7247\u52a0\u8f7d\u5ef6\u8fdf&#xff0c;\u7ecf\u4f18\u5316\u5df2\u89e3\u51b3&#xff0c;\u7cfb\u7edf\u5df2\u5177\u5907\u4e0a\u7ebf\u6761\u4ef6&#xff0c;\u53ef\u5b89\u5168\u3001\u9ad8\u6548\u5730\u670d\u52a1\u7528\u6237\u3002<\/p>\n<p>\u7b2c8\u7ae0\u603b\u7ed3\u4e0e\u5c55\u671b<br \/>\n8.1 \u603b\u7ed3<br \/>\n\u7b2c\u4e00\u6b21\u72ec\u7acb\u5b8c\u6210\u4e00\u4e2a\u524d\u540e\u7aef\u5206\u79bb\u7684\u9879\u76ee\u5f00\u53d1&#xff0c;\u867d\u7136\u5728\u6574\u4e2a\u8bbe\u8ba1\u8fc7\u7a0b\u4e2d&#xff0c;\u786e\u5b9e\u9047\u5230\u4e86\u5f88\u591a\u56f0\u96be&#xff0c;\u4f46\u662f\u901a\u8fc7\u5728\u7f51\u4e0a\u67e5\u627e\u76f8\u5173\u8d44\u6599&#xff0c;\u5bf9\u6240\u6709\u56f0\u96be\u90fd\u5f97\u5230\u4e86\u89e3\u51b3\u3002\u5728\u5b8c\u6210\u6bd5\u4e1a\u8bbe\u8ba1\u7684\u8fc7\u7a0b\u4e2d&#xff0c;\u81ea\u5df1\u4e5f\u5b66\u5230\u4e86\u4e0d\u5c11\u7684\u77e5\u8bc6&#xff0c;\u5f97\u5230\u4e86\u80fd\u529b\u7684\u63d0\u5347\u3002<br \/>\n\u672c\u6587\u901a\u8fc7\u5206\u6790\u6296\u97f3\u7535\u5546\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u6d41\u7a0b&#xff0c;\u4ece\u9700\u6c42\u5206\u6790\u3001\u6570\u636e\u5e93\u8bbe\u8ba1\u7b49\u7ef4\u5ea6\u9610\u8ff0\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u5b9e\u73b0\u8fc7\u7a0b\u3002\u7cfb\u7edf\u91c7\u7528B\/S\u67b6\u6784&#xff0c;\u4ee5Java\u4e3a\u5f00\u53d1\u8bed\u8a00&#xff0c;\u57fa\u4e8eSpring Boot\u6784\u5efa\u540e\u7aef\u903b\u8f91&#xff0c;\u501f\u52a9Vue\u6846\u67b6\u5b8c\u6210\u524d\u7aef\u6e32\u67d3&#xff0c;\u4f9d\u6258MySQL\u6570\u636e\u5e93\u5b9e\u73b0\u6570\u636e\u5b58\u50a8\u3002\u7cfb\u7edf\u5f15\u5165LSTM\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u5b9e\u73b0\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b&#xff0c;\u91c7\u7528\u795e\u7ecf\u7f51\u7edc\u534f\u540c\u8fc7\u6ee4\u7b97\u6cd5\u5b8c\u6210\u4e2a\u6027\u5316\u63a8\u8350&#xff0c;\u8bbe\u8ba1\u7528\u6237\u3001\u5546\u5bb6\u3001\u7ba1\u7406\u5458\u4e09\u7c7b\u89d2\u8272&#xff0c;\u5206\u522b\u5b9e\u73b0\u5546\u54c1\u6d4f\u89c8\u4e0b\u5355\u3001\u5546\u54c1\u4e0e\u8ba2\u5355\u7ba1\u7406\u3001\u6838\u5fc3\u6570\u636e\u7ef4\u62a4\u7b49\u529f\u80fd&#xff0c;\u6700\u7ec8\u843d\u5730\u5546\u54c1\u4fe1\u606f\u3001\u8ba2\u5355\u7ba1\u7406\u7b49\u5173\u952e\u6a21\u5757\u3002<br \/>\n8.2 \u5c55\u671b<br \/>\n\u672c\u7cfb\u7edf\u5f00\u53d1\u5b8c\u6210\u540e\u867d\u5df2\u6ee1\u8db3\u57fa\u7840\u4e1a\u52a1\u9700\u6c42&#xff0c;\u4f46\u4ecd\u5b58\u5728\u90e8\u5206\u53ef\u4f18\u5316\u7a7a\u95f4&#xff0c;\u6709\u5f85\u540e\u7eed\u8fed\u4ee3\u5b8c\u5584\u3002\u9488\u5bf9\u6296\u97f3\u7528\u6237\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7cfb\u7edf\u7684\u529f\u80fd\u62d3\u5c55&#xff0c;\u53ef\u4ece\u4e09\u65b9\u9762\u63a8\u8fdb&#xff1a;\u5176\u4e00\u6df1\u5316\u7b97\u6cd5\u6a21\u578b&#xff0c;\u878d\u5408\u591a\u7ef4\u5ea6\u7528\u6237\u884c\u4e3a\u6570\u636e&#xff0c;\u8fdb\u4e00\u6b65\u63d0\u5347\u8d2d\u7269\u884c\u4e3a\u9884\u6d4b\u7684\u7cbe\u51c6\u5ea6&#xff1b;\u5176\u4e8c\u65b0\u589e\u667a\u80fd\u5ba2\u670d\u6a21\u5757&#xff0c;\u5b9e\u73b0\u7528\u6237\u54a8\u8be2\u7684\u81ea\u52a8\u5316\u54cd\u5e94&#xff0c;\u4f18\u5316\u670d\u52a1\u6548\u7387&#xff1b;\u5176\u4e09\u642d\u5efa\u6570\u636e\u53ef\u89c6\u5316\u770b\u677f&#xff0c;\u4e3a\u5546\u5bb6\u63d0\u4f9b\u76f4\u89c2\u7684\u7ecf\u8425\u6570\u636e\u5206\u6790\u652f\u6301&#xff0c;\u5168\u9762\u589e\u5f3a\u7cfb\u7edf\u7684\u5b9e\u7528\u6027\u4e0e\u667a\u80fd\u5316\u6c34\u5e73\u3002<\/p>\n<p>\u53c2\u8003\u6587\u732e<br \/>\n[1]\u4e8e\u6d01,\u5b54\u745e\u5e73,\u5f20\u51e4\u4e3d. \u57fa\u4e8eSpark\u6280\u672f\u751f\u6001\u7684\u7535\u5546\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u6784\u5efa\u2014\u2014\u4ee5\u7535\u5546\u4ea7\u6559\u534f\u540c\u9879\u76ee\u4e3a\u4f8b[J].\u6570\u5b57\u6280\u672f\u4e0e\u5e94\u7528,2025,43(09):159-161.<br \/>\n[2]\u8c2d\u6377\u6587.\u67d0\u7535\u5546\u5e73\u53f0\u7528\u6237\u884c\u4e3a\u5206\u6790\u6a21\u578b\u4e0e\u63a8\u8350\u7cfb\u7edf[D].\u91cd\u5e86\u7406\u5de5\u5927\u5b66,2025.<br \/>\n[3]\u5f20\u7956\u8d6b,\u8d3e\u4f73\u7537. \u57fa\u4e8e\u8ba1\u7b97\u673a\u6280\u672f\u7684\u91d1\u878d\u670d\u52a1\u7cfb\u7edf\u53ca\u7528\u6237\u884c\u4e3a\u9884\u6d4b\u7814\u7a76[J].\u65e0\u7ebf\u4e92\u8054\u79d1\u6280,2024,21(22):89-91.<br \/>\n[4]\u8c22\u82f1\u6770.\u57fa\u4e8e\u52a0\u6cb9\u7ad9\u6570\u636e\u7684\u7528\u6237\u7ec6\u5206\u53ca\u7528\u6237\u884c\u4e3a\u9884\u6d4b\u7684\u7814\u7a76[D].\u5929\u6d25\u7406\u5de5\u5927\u5b66,2024.<br \/>\n[5]\u859b\u745e\u73cd.\u57fa\u4e8e\u5927\u6570\u636e\u5e73\u53f0\u7684\u7535\u5546\u7f51\u7ad9\u7528\u6237\u884c\u4e3a\u5206\u6790\u548c\u7814\u7a76[D].\u4e2d\u5317\u5927\u5b66,2024.<br \/>\n[6]\u5f90\u6021\u8587.\u7535\u5546App\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u7684\u8bbe\u8ba1\u4e0e\u5b9e\u73b0[D].\u5317\u4eac\u4ea4\u901a\u5927\u5b66,2023.<br \/>\n[7]\u987e\u709c\u4f26,\u90dd\u4e1c\u6765,\u9648\u7acb. \u57fa\u4e8eSpark\u79bb\u7ebf\u548c\u5b9e\u65f6\u7684\u7535\u5546\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf[J].\u7535\u8111\u7f16\u7a0b\u6280\u5de7\u4e0e\u7ef4\u62a4,2023,(04):132-134.<br \/>\n[8]\u8c22\u946b. \u57fa\u4e8eSpark\u7684\u7535\u5546\u7f51\u7ad9\u7528\u6237\u884c\u4e3a\u5206\u6790\u9884\u6d4b\u7cfb\u7edf\u7814\u7a76[J].\u8d35\u9633\u5b66\u9662\u5b66\u62a5(\u81ea\u7136\u79d1\u5b66\u7248),2023,18(01):9-13.<br \/>\n[9]\u5b59\u5eb7.\u57fa\u4e8eSpark\u7684\u7535\u5546\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u7684\u7814\u7a76[D].\u6c88\u9633\u7406\u5de5\u5927\u5b66,2022.<br \/>\n[10]\u4e01\u9e4f\u7a0b.\u57fa\u4e8e\u7535\u5546\u5e73\u53f0\u7684\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0[D].\u5b81\u6ce2\u5927\u5b66,2022.<br \/>\n[11]\u548c\u6653\u519b,\u5b59\u5eb7. \u57fa\u4e8eSpark\u7684\u7535\u5546\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf[J].\u4fe1\u606f\u6280\u672f\u4e0e\u4fe1\u606f\u5316,2021,(11):95-97.<br \/>\n[12]\u9648\u4f1f. \u57fa\u4e8eHadoop\u7684\u7535\u5546\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0[J].\u5bbf\u5dde\u6559\u80b2\u5b66\u9662\u5b66\u62a5,2021,24(03):120-125.<br \/>\n[13]Liu L ,Zhang L . A Personalized Product Design and Recommendation System Using LSTM for Enhanced User Shopping Behavior Analysis[J].Journal of Circuits, Systems and Computers,2025,(prepublish).<br \/>\n[14]Cui M ,Feng T ,Shen X , et al. Decision-making behavior of large power users under different warrant product combinations: a system dynamics analysis[J].Energy,2025,326135951-135951.<br \/>\n[15]Mashechkin V I ,Petrovskiy I M ,Kazachuk A M . Machine Learning for Analyzing and Modeling the Behavior of Computer System Users[J].Moscow University Computational Mathematics and Cybernetics,2025,48(4):371-397.<br \/>\n[16]Maghsoudi M ,Khosravi J M ,Valikhani H M , et al. Identifying and Analyzing Movie Websites Ecosystem Based on User Behavior: A Social Network Analysis Perspective[J].SN Computer Science,2025,6(2):168-168.<br \/>\n[17]Ruan T ,Liu Q ,Chang Y . 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