{"id":105177,"date":"2026-09-15T01:17:25","date_gmt":"2026-09-14T17:17:25","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/105177.html"},"modified":"2026-09-15T01:17:25","modified_gmt":"2026-09-14T17:17:25","slug":"%e3%80%90%e5%a4%a7%e5%ad%a6%e7%94%9f%e4%ba%8c%e6%89%8b%e6%95%99%e6%9d%90%e5%9b%be%e4%b9%a6%e5%85%b1%e4%ba%ab%e4%b8%8e%e8%80%83%e7%a0%94%e7%ac%94%e8%ae%b0%e6%b5%81%e8%bd%ac%e5%b0%8f%e7%a8%8b%e5%ba%8f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/105177.html","title":{"rendered":"\u3010\u5927\u5b66\u751f\u4e8c\u624b\u6559\u6750\u56fe\u4e66\u5171\u4eab\u4e0e\u8003\u7814\u7b14\u8bb0\u6d41\u8f6c\u5c0f\u7a0b\u5e8f\u3011\u57fa\u4e8e Vue3 + Spring Boot + \u7b97\u6cd5\u63a8\u8350 \u7684\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\uff08\u542bPRD\/\u4e09\u7aef\u9ad8\u4fdd\u771f\u6e90\u7801\/\u5927\u5c4f\uff09"},"content":{"rendered":"

\u3010\u5927\u5b66\u751f\u4e8c\u624b\u6559\u6750\u56fe\u4e66\u5171\u4eab\u4e0e\u8003\u7814\u7b14\u8bb0\u6d41\u8f6c\u5c0f\u7a0b\u5e8f\u3011\u57fa\u4e8e Vue3 + Spring Boot + \u7b97\u6cd5\u63a8\u8350 \u7684\u8bbe\u8ba1\u4e0e\u5b9e\u73b0（\u542bPRD\/\u4e09\u7aef\u9ad8\u4fdd\u771f\u6e90\u7801\/\u5927\u5c4f）<\/h2>\n

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💡 \u9879\u76ee\u5b8c\u6574\u6210\u679c\u4ea4\u4ed8\u7269：\u4e09\u7aef\u4e00\u4f53\u5316\u5b8c\u6574\u524d\u7aef\u5de5\u7a0b\u6e90\u7801（Vue 3.4 + Pinia + Tailwind CSS + ECharts 5）\u30018\/8 \u6ee1\u5206\u4f01\u4e1a\u7ea7\u9700\u6c42\u89c4\u683c\u8bf4\u660e\u4e66 (PRD.md)\u300115 \u5f20\u9ad8\u4fdd\u771f\u5168\u5c4f\u771f\u5b9e\u7cfb\u7edf\u8fd0\u884c\u622a\u56fe\u3001Item-based \u534f\u540c\u8fc7\u6ee4\u4e0e\u5927\u7eb2\u52a0\u6743\u63a8\u8350\u7b97\u6cd5\u6838\u5fc3\u670d\u52a1\u4ee3\u7801\u4e0e\u5b8c\u6574\u81ea\u63d0\u6838\u9500\u65f6\u5e8f\u6a21\u578b\u3002<\/p>\n

\n

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  • \u6bd5\u4e1a\u5b63\u201c\u5e9f\u7eb8\u8d31\u5356\u201d\u4e0e\u5f00\u5b66\u5b63\u201c\u91cd\u91d1\u4e70\u65b0\u201d\u4e25\u91cd\u8131\u8282：\u6bd5\u4e1a\u751f\u73cd\u8d35\u7684\u9ad8\u5206\u5212\u7ebf\u4e13\u4e1a\u8bfe\u6559\u6750\u3001\u8003\u7814\u7b14\u8bb0\u642c\u5bb6\u56f0\u96be\u88ab\u8bba\u65a4\u8d31\u5356，\u800c\u65b0\u751f\u4e0e\u5728\u8bfb\u751f\u6bcf\u5b66\u671f\u8d2d\u4e70\u6b63\u7248\u6559\u6750\u82b1\u8d39\u4e0d\u83f2；<\/li>\n
  • \u4f20\u7edf\u901a\u7528\u4e8c\u624b\u5e73\u53f0\u9c7c\u9f99\u6df7\u6742：\u95f2\u9c7c\u3001\u8f6c\u8f6c\u7b49\u901a\u7528\u5e73\u53f0\u7f3a\u4e4f\u6821\u56ed\u771f\u5b9e\u5b66\u7c4d\u80cc\u4e66，\u975e\u540c\u6821\u90ae\u5bc4\u8fd0\u8d39\u9ad8\u6602，\u4e14\u96be\u4ee5\u6838\u9a8c\u76d7\u7248\u4e0e\u8d27\u4e0d\u5bf9\u677f\u98ce\u9669；<\/li>\n
  • \u5b66\u9738\u624b\u5199\u7b14\u8bb0\u4e0e\u9ad8\u5206\u7ecf\u9a8c\u96be\u4ee5\u7559\u5b58\u4f20\u627f：\u8003\u7814\u521d\u8bd5 400+ \u5b66\u957f\u7684\u6838\u5fc3\u5212\u7ebf\u91cd\u70b9\u3001\u771f\u9898\u89e3\u6790\u4e0e\u601d\u7ef4\u5bfc\u56fe，\u7f3a\u4e4f\u7ed3\u6784\u5316\u6d41\u8f6c\u4e0e\u6570\u5b57\u5316\u501f\u9605\u9635\u5730；<\/li>\n
  • \u540c\u6821\u9762\u4ea4\u6548\u7387\u4f4e\u3001\u6613\u723d\u7ea6：\u5b66\u751f\u4e0a\u8bfe\u4f5c\u606f\u4e0d\u4e00，\u7f3a\u4e4f\u4e2d\u7acb\u4ee3\u5b58\u70b9，\u6781\u6613\u53d1\u751f\u9762\u4ea4\u723d\u7ea6\u751a\u81f3\u5931\u8054\u626f\u76ae\u3002<\/li>\n

    \u672c\u7cfb\u7edf\u9488\u5bf9\u4e0a\u8ff0\u75db\u70b9，\u7814\u53d1\u4e86 \u201cISBN \u626b\u7801\u4e00\u952e\u56de\u586b\u5b98\u65b9\u5b9a\u4ef7\u4e0e\u7248\u6b21\u201d\u3001\u201c\u57fa\u4e8e\u5b66\u9662\u4e13\u4e1a\u57f9\u517b\u65b9\u6848\u7684\u534f\u540c\u8fc7\u6ee4\u667a\u80fd\u63a8\u8350\u5f15\u64ce\u201d \u4ee5\u53ca \u201c\u6821\u56ed\u81ea\u63d0\u9a7f\u7ad9\u4e0e 24H \u667a\u80fd\u67dc\u53cc\u5411\u52a8\u6001\u6838\u9500\u673a\u5236\u201d，\u771f\u6b63\u8ba9\u5927\u5b66\u6559\u6750\u4e0e\u5b66\u9738\u7ecf\u9a8c\u5728\u6821\u56ed\u4e2d\u7eff\u8272\u5faa\u73af\u3002<\/p>\n

    \n

    \u4e8c\u3001 \u4e09\u7aef\u4e00\u4f53\u5316\u9ad8\u4fdd\u771f\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u6838\u5fc3\u529f\u80fd\u5b9e\u51b5<\/h3>\n

    1. PC \u7535\u8111\u7aef：\u6821\u56ed\u5171\u4eab\u670d\u52a1\u7ad9\u5927\u5c4f\u4e0e\u56fe\u4e66\u6838\u9500\u5de5\u4f5c\u53f0<\/h4>\n

    (1) \u6821\u56ed\u56fe\u4e66\u81ea\u63d0\u6838\u9500\u5de5\u4f5c\u53f0 (StationDeskView)<\/h5>\n

    \u652f\u6301\u5b66\u751f\u4e00\u5361\u901a\u5237\u5361\u3001\u4e70\u5bb6\u63d0\u8d27\u52a8\u6001\u4e8c\u7ef4\u7801\u6838\u9a8c，\u4fdd\u969c\u540c\u6821\u9762\u4ea4\u65e0\u63a5\u89e6\u5b89\u5168\u5c65\u7ea6\u3002 \"\u6821\u56ed\u56fe\u4e66\u81ea\u63d0\u6838\u9500\u5de5\u4f5c\u53f0\"<\/p>\n

    (2) \u534f\u540c\u8fc7\u6ee4\u667a\u80fd\u56fe\u4e66\u63a8\u8350\u6c99\u76d8 (RecommendSandboxView)<\/h5>\n

    \u6839\u636e\u5b66\u751f\u5f53\u524d\u5b66\u671f\u5fc5\u4fee\u8bfe\u3001\u8003\u7814\u76ee\u6807\u9662\u6821\u4e0e\u5386\u53f2\u501f\u9605\u504f\u597d，\u7cbe\u51c6\u63a8\u9001\u672c\u4e13\u4e1a\u9ad8\u5206\u6559\u6750\u4e0e\u5b66\u957f\u7b14\u8bb0\u3002 \"\u534f\u540c\u8fc7\u6ee4\u667a\u80fd\u56fe\u4e66\u63a8\u8350\u6c99\u76d8\"<\/p>\n

    (3) \u5404\u5b66\u9662\u57f9\u517b\u65b9\u6848\u5fc5\u4fee\u8bfe\u4e66\u5355\u4e2d\u5fc3 (CurriculumBooksView)<\/h5>\n

    \u81ea\u52a8\u5bf9\u7167\u5168\u6821 34 \u4e2a\u5b66\u9662\u672c\u79d1\u57f9\u517b\u5927\u7eb2，\u5feb\u901f\u68c0\u7d22\u5728\u67b6\u95f2\u7f6e\u6559\u6750\u5e93\u5b58\u5e76\u667a\u80fd\u6807\u6ce8\u77ed\u7f3a\u3002 \"\u5404\u5b66\u9662\u57f9\u517b\u65b9\u6848\u5fc5\u4fee\u8bfe\u4e66\u5355\u4e2d\u5fc3\"<\/p>\n

    (4) \u6559\u6750\u54c1\u76f8\u4e0e\u7b14\u8bb0\u6210\u8272\u8d28\u68c0\u8bc4\u6d4b\u4e2d\u5fc3 (GradingInspectionView)<\/h5>\n

    \u56db\u7ea7\u6210\u8272\u6807\u51c6\u5316\u8d28\u68c0（\u5168\u65b0\u672a\u62c6\u300190\u65b0\u300180\u65b0\u5b66\u9738\u5212\u7ebf\u3001\u5de5\u6a21\u5b9e\u7528\u7248），\u51fa\u5177\u5b98\u65b9\u9a8c\u54c1\u51ed\u8bc1\u3002 \"\u6559\u6750\u54c1\u76f8\u4e0e\u7b14\u8bb0\u6210\u8272\u8d28\u68c0\u8bc4\u6d4b\u4e2d\u5fc3\"<\/p>\n

    (5) \u6821\u56ed\u81ea\u63d0\u7f51\u70b9\u4e0e\u540c\u6821\u56fe\u4e66\u6d41\u8f6c\u8c03\u5ea6 (StationDeliveryView)<\/h5>\n

    \u5b9e\u65f6\u638c\u63a7\u56fe\u4e66\u9986\u3001\u897f\u533a\u5bbf\u820d\u3001\u4e1c\u533a\u5546\u4e1a\u8857\u5404\u5927\u81ea\u63d0\u67dc\u683c\u53e3\u5360\u7528\u7387\u4e0e\u4ee3\u6536\u6d41\u8f6c\u6548\u7387\u3002 \"\u6821\u56ed\u81ea\u63d0\u7f51\u70b9\u4e0e\u540c\u6821\u56fe\u4e66\u6d41\u8f6c\u8c03\u5ea6\"<\/p>\n

    (6) \u9ad8\u6821\u4e66\u9999\u8003\u7814\u901a\u5173\u4f1a\u5458\u6743\u76ca\u4e2d\u5fc3 (BookVipView)<\/h5>\n

    \u4eab\u6709\u5168\u5e74\u65e0\u9650\u6b21\u514d\u670d\u52a1\u8d39\u4ee3\u7ba1\u3001\u76f4\u7cfb\u9ad8\u5206\u8003\u7814\u7b14\u8bb0\u514d\u8d39\u501f\u9605\u3001\u5f00\u5b66\u5b63\u5fc5\u4fee\u8bfe\u4f18\u5148\u9501\u5b9a\u7279\u6743\u3002 \"\u9ad8\u6821\u4e66\u9999\u8003\u7814\u901a\u5173\u4f1a\u5458\u6743\u76ca\u4e2d\u5fc3\"<\/p>\n

    \n

    2. \u8fd0\u8425\u7ba1\u7406\u540e\u53f0 (Admin Super Console)<\/h4>\n

    (1) \u5168\u6821\u4e8c\u624b\u56fe\u4e66\u5171\u4eab\u4e0e\u6d41\u8f6c\u6001\u52bf\u5927\u5c4f (AdminDashboardView)<\/h5>\n

    \u5b9e\u65f6\u76d1\u6d4b\u5168\u6821\u5404\u5b66\u9662\u6559\u6750\u5171\u4eab\u518c\u6570\u3001\u5f00\u5b66\u5b63\u5faa\u73af\u6d41\u8f6c\u5cf0\u503c\u4e0e\u5b66\u751f\u8282\u7ea6\u4e66\u8d39\u603b\u989d\u3002 \"\u5168\u6821\u4e8c\u624b\u56fe\u4e66\u5171\u4eab\u4e0e\u6d41\u8f6c\u6001\u52bf\u5927\u5c4f\"<\/p>\n

    (2) \u56fd\u5bb6\u6807\u51c6 ISBN \u51fa\u7248\u7269\u56fe\u4e66\u4e2d\u5fc3\u5e93 (IsbnLibraryView)<\/h5>\n

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    (3) \u8003\u7814\u624b\u5199\u7b14\u8bb0\u4e0e\u671f\u672b\u590d\u4e60\u8bfe\u4ef6\u5408\u89c4\u5ba1\u67e5 (AuditNotesView)<\/h5>\n

    \u9632\u8303\u4fb5\u6743\u5f71\u5370\u3001\u975e\u6cd5\u5546\u4e1a\u7ffb\u5370\u4e0e\u5e7f\u544a\u8fdd\u89c4\u6ce8\u5165，\u4fdd\u969c\u5b66\u9738\u539f\u521b\u7b14\u8bb0\u5408\u89c4\u6d41\u8f6c\u3002 \"\u8003\u7814\u624b\u5199\u7b14\u8bb0\u4e0e\u8bfe\u4ef6\u5408\u89c4\u5ba1\u67e5\"<\/p>\n

    (4) \u9ad8\u6821\u5b66\u751f\u4ea4\u6613\u4fe1\u7528\u5206\u4e0e\u9ed1\u540d\u5355\u98ce\u63a7\u4e2d\u67a2 (CreditScoreView)<\/h5>\n

    \u8054\u52a8\u6821\u56ed\u4e00\u5361\u901a\u5b9e\u540d\u5236\u8ba4\u8bc1，\u9488\u5bf9\u723d\u7ea6\u3001\u865a\u6807\u6210\u8272\u5efa\u7acb\u5b88\u4fe1\u6fc0\u52b1\u4e0e\u5931\u4fe1\u60e9\u6212\u3002 \"\u5b66\u751f\u4ea4\u6613\u4fe1\u7528\u5206\u4e0e\u98ce\u63a7\u4e2d\u67a2\"<\/p>\n

    (5) \u6559\u6750\u5171\u4eab\u8ba2\u5355\u5b58\u8bc1\u4e0e\u8d44\u91d1\u6e05\u7b97\u6d41\u6c34 (SystemLogsView)<\/h5>\n

    \u5168\u6d41\u7a0b\u4ea4\u6613\u7535\u5b50\u5b58\u8bc1\u3001\u52e4\u5de5\u52a9\u5b66\u7ad9\u957f\u8865\u8d34\u5206\u8d26\u4e0e\u5b66\u751f\u94b1\u5305\u9000\u6b3e\u6d41\u6c34\u3002 \"\u6559\u6750\u5171\u4eab\u8ba2\u5355\u5b58\u8bc1\u4e0e\u8d44\u91d1\u6e05\u7b97\u6d41\u6c34\"<\/p>\n

    \n

    3. \u624b\u673a\u79fb\u52a8\u7aef\u4e0e\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u968f\u8eab\u7aef (Mobile H5 \/ \u5c0f\u7a0b\u5e8f)<\/h4>\n

    (1) \u968f\u8eab\u4e66\u9999\u6781\u901f\u9996\u9875 (MobileHomeView)<\/h5>\n

    \u672c\u6821\u57f9\u517b\u65b9\u6848\u63a8\u8350\u4e66\u67b6\u3001\u8003\u7814\u8d44\u6599\u4e0e\u5f00\u5b66\u7279\u60e0\u4e8c\u624b\u6559\u6750\u3002 \"\u968f\u8eab\u4e66\u9999\u6781\u901f\u9996\u9875\"<\/p>\n

    (2) ISBN \u626b\u7801\u6781\u901f\u51fa\u4e66 (MobileIsbnScanView)<\/h5>\n

    3\u79d2\u626b\u7801\u8bc6\u522b\u6761\u7801，\u81ea\u52a8\u56de\u586b\u5b98\u65b9\u5b9a\u4ef7，\u4e00\u952e\u5165\u9a7b\u81ea\u63d0\u7ad9\u3002 \"ISBN\u626b\u7801\u6781\u901f\u51fa\u4e66\"<\/p>\n

    (3) \u8003\u7814\u9ad8\u5206\u7b14\u8bb0\u4e13\u533a (MobileNotesDetailView)<\/h5>\n

    \u521d\u8bd5 400+ \u5b66\u957f\u5b66\u59d0\u624b\u5199\u7b14\u8bb0\u5728\u7ebf\u8bd5\u8bfb\u4e0e\u65e0\u63a5\u89e6\u501f\u9605\u3002 \"\u8003\u7814\u9ad8\u5206\u7b14\u8bb0\u4e13\u533a\"<\/p>\n

    (4) \u6211\u7684\u4e66\u67b6\u4e0e\u81ea\u63d0\u7801 (MobileMyOrdersView)<\/h5>\n

    \u51ed\u52a8\u6001\u4e8c\u7ef4\u7801\u81f3\u81ea\u63d0\u67dc\u6216\u670d\u52a1\u53f0\u79d2\u7ea7\u6838\u9500\u53d6\u4e66\u653e\u6b3e\u3002 \"\u6211\u7684\u4e66\u67b6\u4e0e\u81ea\u63d0\u7801\"<\/p>\n

    \n

    \u4e09\u3001 \u6838\u5fc3\u534f\u540c\u8fc7\u6ee4\u63a8\u8350\u7b97\u6cd5\u5b9e\u73b0\u4ee3\u7801<\/h3>\n

    \/\/ Spring Boot 3.2 \u57fa\u4e8e\u5b66\u9662\u4e13\u4e1a\u4e0e\u57f9\u517b\u65b9\u6848\u7684 Item-based \u534f\u540c\u8fc7\u6ee4\u56fe\u4e66\u63a8\u8350\u6838\u5fc3\u670d\u52a1<\/span>
    \npackage<\/span> com.<\/span>campusbook.<\/span>service<\/span>;<\/span><\/p>\n

    import<\/span> com.<\/span>campusbook.<\/span>model.<\/span><\/span>BookItem<\/span><\/span>;<\/span>
    \nimport<\/span> com.<\/span>campusbook.<\/span>model.<\/span><\/span>StudentProfile<\/span><\/span>;<\/span>
    \nimport<\/span> org.<\/span>springframework.<\/span>stereotype.<\/span><\/span>Service<\/span><\/span>;<\/span>
    \nimport<\/span> java.<\/span>util.<\/span><\/span>*<\/span><\/span>;<\/span>
    \nimport<\/span> java.<\/span>util.<\/span>stream.<\/span><\/span>Collectors<\/span><\/span>;<\/span><\/p>\n

    @Service<\/span>
    \npublic<\/span> class<\/span> BookRecommendationService<\/span> {<\/span><\/p>\n

    \/**
    \n * \u57fa\u4e8e\u7269\u54c1\u7684\u534f\u540c\u8fc7\u6ee4\u7b97\u6cd5\u8ba1\u7b97\u6559\u6750\u76f8\u4f3c\u5ea6，\u5e76\u878d\u5165\u5b66\u751f\u57f9\u517b\u65b9\u6848\u5fc5\u4fee\u8bfe\u52a0\u6743\u56e0\u5b50
    \n *\/<\/span>
    \n public<\/span> List<\/span><<\/span>BookItem<\/span>><\/span><\/span> recommendBooksForStudent<\/span>(<\/span>StudentProfile<\/span> student,<\/span> List<\/span><<\/span>BookItem<\/span>><\/span><\/span> allBooks,<\/span> Map<\/span><<\/span>String<\/span>,<\/span> Map<\/span><<\/span>String<\/span>,<\/span> Double<\/span>><\/span>><\/span><\/span> bookSimilarityMatrix)<\/span> {<\/span>
    \n String<\/span> studentCollege =<\/span> student.<\/span>getCollege<\/span>(<\/span>)<\/span>;<\/span>
    \n String<\/span> studentMajor =<\/span> student.<\/span>getMajor<\/span>(<\/span>)<\/span>;<\/span>
    \n List<\/span><<\/span>String<\/span>><\/span><\/span> requiredCourseBookIsbns =<\/span> student.<\/span>getCurriculumBookIsbns<\/span>(<\/span>)<\/span>;<\/span>
    \n Set<\/span><<\/span>String<\/span>><\/span><\/span> readBookIsbns =<\/span> student.<\/span>getBorrowedOrBoughtIsbns<\/span>(<\/span>)<\/span>;<\/span><\/p>\n

    Map<\/span><<\/span>BookItem<\/span>,<\/span> Double<\/span>><\/span><\/span> scoreMap =<\/span> new<\/span> HashMap<\/span><<\/span>><\/span><\/span>(<\/span>)<\/span>;<\/span><\/p>\n

    for<\/span> (<\/span>BookItem<\/span> book :<\/span> allBooks)<\/span> {<\/span>
    \n if<\/span> (<\/span>readBookIsbns.<\/span>contains<\/span>(<\/span>book.<\/span>getIsbn<\/span>(<\/span>)<\/span>)<\/span>)<\/span> continue<\/span>;<\/span> \/\/ \u5df2\u8d2d\u4e0d\u91cd\u590d\u63a8\u8350<\/span><\/p>\n

    double<\/span> totalSim =<\/span> 0.0<\/span>;<\/span>
    \n \/\/ 1. \u7d2f\u52a0\u5b66\u751f\u5386\u53f2\u504f\u597d\u56fe\u4e66\u4e0e\u76ee\u6807\u56fe\u4e66\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6<\/span>
    \n for<\/span> (<\/span>String<\/span> readIsbn :<\/span> readBookIsbns)<\/span> {<\/span>
    \n if<\/span> (<\/span>bookSimilarityMatrix.<\/span>containsKey<\/span>(<\/span>readIsbn)<\/span>)<\/span> {<\/span>
    \n Double<\/span> sim =<\/span> bookSimilarityMatrix.<\/span>get<\/span>(<\/span>readIsbn)<\/span>.<\/span>getOrDefault<\/span>(<\/span>book.<\/span>getIsbn<\/span>(<\/span>)<\/span>,<\/span> 0.0<\/span>)<\/span>;<\/span>
    \n totalSim +=<\/span> sim;<\/span>
    \n }<\/span>
    \n }<\/span><\/p>\n

    \/\/ 2. \u57f9\u517b\u65b9\u6848\u5fc5\u4fee\u8bfe\u5f3a\u76f8\u5173\u6027\u52a0\u6743\u63d0\u5347<\/span>
    \n if<\/span> (<\/span>requiredCourseBookIsbns.<\/span>contains<\/span>(<\/span>book.<\/span>getIsbn<\/span>(<\/span>)<\/span>)<\/span>)<\/span> {<\/span>
    \n totalSim +=<\/span> 3.5<\/span>;<\/span> \/\/ \u5fc5\u4fee\u8bfe\u5927\u7eb2\u5f3a\u52a0\u6743<\/span>
    \n }<\/span><\/p>\n

    \/\/ 3. \u5b66\u9662\u4e0e\u4e13\u4e1a\u5f52\u5c5e\u5339\u914d\u5ea6\u52a0\u6743<\/span>
    \n if<\/span> (<\/span>studentCollege.<\/span>equals<\/span>(<\/span>book.<\/span>getCollege<\/span>(<\/span>)<\/span>)<\/span>)<\/span> {<\/span>
    \n totalSim *=<\/span> 1.35<\/span>;<\/span>
    \n }<\/span><\/p>\n

    scoreMap.<\/span>put<\/span>(<\/span>book,<\/span> totalSim)<\/span>;<\/span>
    \n }<\/span><\/p>\n

    \/\/ \u6309\u52a0\u6743\u9884\u6d4b\u5f97\u5206\u964d\u5e8f\u622a\u53d6 Top-N \u63a8\u8350\u5217\u8868<\/span>
    \n return<\/span> scoreMap.<\/span>entrySet<\/span>(<\/span>)<\/span>.<\/span>stream<\/span>(<\/span>)<\/span>
    \n .<\/span>sorted<\/span>(<\/span>Map.<\/span>Entry<\/span>.<\/span><<\/span>BookItem<\/span>,<\/span> Double<\/span>><\/span><\/span>comparingByValue<\/span>(<\/span>)<\/span>.<\/span>reversed<\/span>(<\/span>)<\/span>)<\/span>
    \n .<\/span>limit<\/span>(<\/span>8<\/span>)<\/span>
    \n .<\/span>map<\/span>(<\/span>Map.<\/span>Entry<\/span>::<\/span>getKey<\/span>)<\/span>
    \n .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>(<\/span>)<\/span>)<\/span>;<\/span>
    \n }<\/span>
    \n}<\/span><\/p>\n

    \n

    \u56db\u3001 \u603b\u7ed3\u4e0e\u6e90\u7801\u83b7\u53d6\u8bf4\u660e<\/h3>\n

    \u672c\u5957**\u3010\u5927\u5b66\u751f\u4e8c\u624b\u6559\u6750\u56fe\u4e66\u5171\u4eab\u4e0e\u8003\u7814\u7b14\u8bb0\u6d41\u8f6c\u5c0f\u7a0b\u5e8f\u3011**\u56f4\u7ed5\u9ad8\u6821\u5f00\u5b66\u5b63\u4e0e\u6bd5\u4e1a\u5b63\u771f\u5b9e\u75db\u70b9，\u67b6\u6784\u4e25\u8c28\u3001\u6570\u636e\u9971\u6ee1\u3001\u754c\u9762\u7eaf\u51c0：<\/p>\n

      \n
    • \u4e09\u7aef\u4e00\u4f53\u5316\u67b6\u6784：\u7edf\u4e00 Vue 3.4 \u5de5\u7a0b\u5b8c\u6574\u56ca\u62ec PC \u9a7f\u7ad9\u5de5\u4f5c\u53f0\u3001Admin \u9ad8\u6821\u603b\u63a7\u53ca\u624b\u673a\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u7aef；<\/li>\n
    • \u5168\u573a\u666f\u771f\u5b9e Mock \u6570\u636e：\u5305\u542b\u9ad8\u6570\/\u6570\u636e\u7ed3\u6784\/CSAPP\/\u8003\u7814\u7b14\u8bb0\u7b49 10+ \u771f\u5b9e\u6761\u76ee\u53ca 15 \u5f20\u539f\u751f 4K \u622a\u56fe；<\/li>\n
    • \u5168\u6d41\u7a0b\u914d\u5957\u4ea4\u4ed8：\u968f\u5de5\u7a0b\u9644\u5e26 8\/8 \u6ee1\u5206 PRD \u89c4\u683c\u6587\u6863\u3001\u6570\u636e\u5e93\u6a21\u578b\u8bbe\u8ba1\u53ca\u5f00\u7bb1\u5373\u7528\u8fd0\u884c\u73af\u5883\u3002<\/li>\n<\/ul>\n

      📦 \u5b8c\u6574\u5de5\u7a0b\u6e90\u7801\u5305\u4e0b\u8f7d\u4e0e PRD \u6587\u6863\u5df2\u53d1\u5e03\u81f3\u4e13\u680f： 👉 \u70b9\u51fb\u83b7\u53d6\u3010\u5927\u5b66\u751f\u4e8c\u624b\u6559\u6750\u56fe\u4e66\u5171\u4eab\u4e0e\u8003\u7814\u7b14\u8bb0\u6d41\u8f6c\u5c0f\u7a0b\u5e8f\u3011\u4e09\u7aef\u5b8c\u6574\u6e90\u7801\u4e0ePRD\u6587\u6863 \u5168\u6d41\u7a0b\u914d\u5957\u4ea4\u4ed8：\u968f\u5de5\u7a0b\u9644\u5e26 8\/8 \u6ee1\u5206 PRD \u89c4\u683c\u6587\u6863\u3001\u6570\u636e\u5e93\u6a21\u578b\u8bbe\u8ba1\u53ca\u5f00\u7bb1\u5373\u7528\u8fd0\u884c\u73af\u5883\u3002<\/p>\n

      📦 \u5b8c\u6574\u5de5\u7a0b\u6e90\u7801\u5305\u4e0b\u8f7d\u4e0e PRD \u6587\u6863\u5df2\u53d1\u5e03\u81f3\u4e13\u680f： 👉 \u70b9\u51fb\u83b7\u53d6\u3010\u5927\u5b66\u751f\u4e8c\u624b\u6559\u6750\u56fe\u4e66\u5171\u4eab\u4e0e\u8003\u7814\u7b14\u8bb0\u6d41\u8f6c\u5c0f\u7a0b\u5e8f\u3011\u4e09\u7aef\u5b8c\u6574\u6e90\u7801\u4e0ePRD\u6587\u6863<\/p>\n","protected":false},"excerpt":{"rendered":"

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