{"id":9366,"date":"2025-12-05T11:56:09","date_gmt":"2025-12-05T03:56:09","guid":{"rendered":"https:\/\/www.cybermedian.com\/ja\/case-study-defining-data-structure-ai-generated-uml-class-diagram-for-a-library-system\/"},"modified":"2026-04-14T10:57:20","modified_gmt":"2026-04-14T10:57:20","slug":"case-study-defining-data-structure-ai-generated-uml-class-diagram-for-a-library-system","status":"publish","type":"post","link":"https:\/\/www.cybermedian.com\/ja\/case-study-defining-data-structure-ai-generated-uml-class-diagram-for-a-library-system\/","title":{"rendered":"\u4e8b\u4f8b\u7814\u7a76\uff1a\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u5b9a\u7fa9 \u2013 \u30e9\u30a4\u30d6\u30e9\u30ea\u30b7\u30b9\u30c6\u30e0\u7528AI\u751f\u6210UML\u30af\u30e9\u30b9\u56f3"},"content":{"rendered":"

The UML\u30af\u30e9\u30b9\u56f3<\/strong><\/a>UML\u30af\u30e9\u30b9\u56f3\u306f\u30b7\u30b9\u30c6\u30e0\u69cb\u9020\u306e\u57fa\u672c\u7684\u306a\u8a2d\u8a08\u56f3\u3067\u3042\u308b\u3002\u3053\u308c\u306f\u3001\u4e3b\u8981\u306a\u30c7\u30fc\u30bf\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u30af\u30e9\u30b9\uff09\u3001\u305d\u306e\u5c5e\u6027\u3001\u304a\u3088\u3073\u305d\u308c\u3089\u306e\u9593\u306e\u6b63\u78ba\u306a\u95a2\u4fc2\uff08\u95a2\u9023\u3001\u7d99\u627f\u3001\u591a\u91cd\u5ea6\uff09\u3092\u5b9a\u7fa9\u3059\u308b\u3002\u30c7\u30fc\u30bf\u96c6\u7d04\u578b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u305f\u3068\u3048\u3070\u30e9\u30a4\u30d6\u30e9\u30ea\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u95a2\u4fc2\u3092\u6b63\u78ba\u306b\u30e2\u30c7\u30eb\u5316\u3059\u308b\u3053\u3068\u304c\u3001\u5805\u7262\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304a\u3088\u3073\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002<\/p>\n

\u3053\u306e\u4e8b\u4f8b\u7814\u7a76\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u304c\u3069\u306e\u3088\u3046\u306bVisual Paradigm AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong><\/a>\u9ad8\u30ec\u30d9\u30eb\u306e\u6982\u5ff5\u304b\u3089\u8907\u96d1\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u30e2\u30c7\u30eb\u3078\u8fc5\u901f\u306b\u79fb\u884c\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u4f1a\u8a71\u5f62\u5f0f\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6d3b\u7528\u3057\u3066\u3001\u69cb\u9020\u7684\u306a\u8a73\u7d30\u3092\u6d17\u7df4\u3059\u308b\u3002<\/p>\n

\u6bb5\u968e1\uff1a\u30a2\u30a4\u30c7\u30a2\u304b\u3089\u57fa\u76e4\u3078 \u2013 \u521d\u671f\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n

\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306f\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u30b7\u30b9\u30c6\u30e0\u306e\u57fa\u672c\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n

\u521d\u671fAI\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/strong><\/p>\n

\n

\u300c\u30b7\u30f3\u30d7\u30eb\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u30b7\u30b9\u30c6\u30e0\u7528\u306eUML\u30af\u30e9\u30b9\u56f3\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4ee5\u4e0b\u306e\u30af\u30e9\u30b9\u304c\u5fc5\u8981\u3067\u3059\uff1aMember<\/strong>, Book<\/strong>\u3001\u304a\u3088\u3073Loan<\/strong>\u3002Member\u306f\u8907\u6570\u306eLoan\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u3001\u5404Loan\u306f1\u3064\u306eBook\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u4e3b\u8981\u306a\u5c5e\u6027\u3092\u542b\u3081\u3066\u304f\u3060\u3055\u3044\uff1atitle<\/code>, author<\/code>, memberID<\/code>\u3001\u304a\u3088\u3073loanDate<\/code>.\u201d<\/p>\n<\/blockquote>\n

AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u30013\u3064\u306e\u30af\u30e9\u30b9\u3068\u305d\u306e\u57fa\u672c\u7684\u306a\u95a2\u9023\uff08\u4f8b\uff1a1..*<\/code>\u3068Member<\/code>\u3068\u306e\u9593\u8cb8\u51fa<\/code>) \u306b\u3088\u308a\u3001\u30b3\u30a2\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u304c\u5373\u5ea7\u306b\u5b9a\u7fa9\u3055\u308c\u307e\u3057\u305f\u3002\u7279\u306b\u3001AI\u306f\u7a4d\u6975\u7684\u306b\u8ffd\u52a0\u3057\u307e\u3057\u305fisbn<\/code> \u306b \u66f8\u7c4d<\/code> \u304a\u3088\u3073 \u8fd4\u5374\u65e5<\/code> \u306b \u8cb8\u51fa<\/code>) \u306b\u3088\u308a\u3001\u5f53\u521d\u306e\u8981\u6c42\u3088\u308a\u3082\u3088\u308a\u5805\u7262\u3067\u5b8c\u5168\u306a\u30e2\u30c7\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n

\"Generate<\/p>\n

\u30d5\u30a7\u30fc\u30ba2\uff1a\u4f1a\u8a71\u578b\u306e\u6700\u9069\u5316 \u2013 \u8907\u96d1\u6027\u3068\u7d99\u627f\u306e\u8ffd\u52a0<\/h3>\n

\u521d\u671f\u306e\u56f3\u306f\u6a5f\u80fd\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306f2\u3064\u306e\u4e3b\u8981\u306a\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u6539\u826f\u3092\u8a8d\u8b58\u3057\u3066\u3044\u307e\u3059\uff1a\u7d99\u627f<\/strong> \u30e1\u30c7\u30a3\u30a2\u30bf\u30a4\u30d7\u306b\u5bfe\u3059\u308b\u7d99\u627f\u3068\u3001\u660e\u793a\u7684\u306b\u5b9a\u7fa9\u3059\u308b\u591a\u91cd\u6027\u5236\u7d04<\/strong> \u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u3002<\/p>\n

\u6700\u9069\u5316\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/strong><\/p>\n

    \n
  1. \u7d99\u627f\u306e\u5c0e\u5165\uff1a<\/strong> \u4eca\u5f8c\u306e\u30e1\u30c7\u30a3\u30a2\u30bf\u30a4\u30d7\uff08DVD\u3001\u96d1\u8a8c\u306a\u3069\uff09\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u62bd\u8c61\u7684\u3067\u518d\u5229\u7528\u53ef\u80fd\u306a\u69cb\u9020\u304c\u5fc5\u8981\u3067\u3059\u3002
    \n
    \n

    \u300c\u62bd\u8c61\u30af\u30e9\u30b9\u62bd\u8c61\u30af\u30e9\u30b9<\/strong> \u3092\u4f5c\u6210\u3057\u3001LibraryItem<\/code><\/strong> \u3068\u3057\u307e\u3059\u3002 \u4e21\u65b9\u306e\u30af\u30e9\u30b9\u66f8\u7c4d<\/code><\/strong> \u304a\u3088\u3073\u65b0\u3057\u3044\u30af\u30e9\u30b9DVD<\/code><\/strong> \u304c\u7d99\u627f\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u5171\u901a\u306e\u5c5e\u6027isReserved: Boolean<\/code> \u3092\u89aa\u30af\u30e9\u30b9\u306b\u79fb\u52d5\u3057\u307e\u3059\u30e9\u30a4\u30d6\u30e9\u30ea\u30a2\u30a4\u30c6\u30e0<\/code>.\u201d<\/p>\n<\/blockquote>\n

    \"Create<\/p>\n<\/li>\n

  2. \u591a\u91cd\u6027\u5236\u7d04\u306e\u5b9a\u7fa9\uff08\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\uff09\uff1a<\/strong> \u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u660e\u78ba\u306a\u8cb8\u51fa\u5236\u9650\u3092\u8a2d\u3051\u3066\u3044\u308b\u3002
    \n
    \n

    \u300c\u300c\u4f1a\u54e1<\/code><\/strong>\u3068\u8cb8\u51fa<\/code><\/strong>\u3001\u6700\u59275\u4ef6\u306e\u8cb8\u51fa\u5236\u9650\u3092\u53cd\u6620\u3059\u308b\u3088\u3046\u306b\u66f4\u65b0\u3059\u308b\u3002\u591a\u91cd\u6027\u306f\u4f1a\u54e11\u4eba\u3042\u305f\u308a$0..5$\u4ef6\u306e\u8cb8\u51fa\u306b\u66f4\u65b0\u3059\u308b\u3002\u300d<\/p>\n<\/blockquote>\n

    \"Update<\/p>\n<\/li>\n<\/ol>\n

    \u5229\u70b9\uff1a<\/strong> \u3053\u308c\u306fAI\u304c\u7d99\u627f\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u306e\u6982\u5ff5\u3092\u6271\u3044\u3001\u7c21\u5358\u306a\u53e3\u982d\u306e\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u91cd\u8981\u306a\u591a\u91cd\u6027\u8868\u8a18\u3092\u6b63\u78ba\u306b\u4fee\u6b63\u3067\u304d\u308b\u80fd\u529b\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u624b\u52d5\u3067\u306e\u56f3\u306e\u64cd\u4f5c\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u30e2\u30c7\u30eb\u304c\u6b63\u78ba\u3067\u898f\u7bc4\u306b\u6e96\u62e0\u3057\u305f\u69cb\u9020\u7684\u30d6\u30eb\u30fc\u30d7\u30ea\u30f3\u30c8\u3068\u306a\u308b\u3002<\/p>\n

    \u30d5\u30a7\u30fc\u30ba3\uff1a\u5206\u6790\u3068\u5b9f\u88c5 \u2013 \u6700\u7d42\u5316\u3055\u308c\u305f\u56f3\u306e\u6d3b\u7528<\/h3>\n

    \u69cb\u9020\u30e2\u30c7\u30eb\u304c\u6700\u7d42\u5316\u3055\u308c\u305f\u5f8c\u3001\u30af\u30e9\u30b9\u56f3\u306f\u5f8c\u7d9a\u306e\u6587\u66f8\u4f5c\u6210\u4f5c\u696d\u306b\u304a\u3051\u308b\u552f\u4e00\u306e\u771f\u5b9f\u306e\u6e90\u3068\u306a\u308b\u3002AI\u3092\u7528\u3044\u3066\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u5fc5\u9808\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6587\u66f8<\/a>.<\/p>\n

    A. \u6a5f\u80fd\u8981\u4ef6\u66f8\uff08FRD\uff09\u306e\u4f5c\u6210<\/h4>\n

    \u30af\u30e9\u30b9\u3001\u5c5e\u6027\u3001\u95a2\u9023\u306f\u30b7\u30b9\u30c6\u30e0\u306e\u7bc4\u56f2\u3068\u6a5f\u80fd\u3092\u5b9a\u7fa9\u3059\u308b\u3002<\/p>\n

    \u5206\u6790\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/strong><\/p>\n

    \n

    \u300c\u6700\u7d42\u5316\u3055\u308c\u305f\u30af\u30e9\u30b9\u56f3\u5185\u306e\u30af\u30e9\u30b9\u3001\u5c5e\u6027\u3001\u95a2\u9023\u3092\u7528\u3044\u3066\u3001\u6a5f\u80fd\u8981\u4ef6<\/strong>\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u8a18\u8ff0\u3057\u3001\u56f3\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7bc4\u56f2\u3068\u30c7\u30fc\u30bf\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u8a73\u7d30\u306b\u8a18\u8f09\u3059\u308b\u3002\u7279\u306b\u4f1a\u54e1\u767b\u9332\u3068\u8cb8\u51fa\u306e\u8ffd\u8de1\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3002\u300d<\/p>\n<\/blockquote>\n

    \u5229\u70b9\uff1a<\/strong> \u3053\u306e\u30bf\u30b9\u30af\u306b\u3088\u308a\u3001\u8996\u899a\u7684\u306a\u69cb\u9020\u30e2\u30c7\u30eb\u304cFRD\u306e\u6b63\u5f0f\u306a\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u5373\u5ea7\u306b\u5909\u63db\u3055\u308c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6587\u66f8\u304c\u627f\u8a8d\u3055\u308c\u305f\u8a2d\u8a08\u30d6\u30eb\u30fc\u30d7\u30ea\u30f3\u30c8\u3068\u6574\u5408\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3002<\/p>\n

    \"Generating<\/p>\n

    B. \u6280\u8853\u7684\u30c7\u30fc\u30bf\u8f9e\u66f8\u306e\u4f5c\u6210<\/h4>\n

    \u56f3\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u7279\u5b9a\u306e\u5c5e\u6027\u3001\u30c7\u30fc\u30bf\u578b\u3001\u5236\u7d04\u304c\u30b7\u30b9\u30c6\u30e0\u306e\u6280\u8853\u7684\u4ed5\u69d8\u306e\u57fa\u76e4\u3068\u306a\u308b\u3002<\/p>\n

    \u5206\u6790\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/strong><\/p>\n

    \n

    \u300c\u6280\u8853\u7684\u30c7\u30fc\u30bf\u8f9e\u66f8<\/strong>\u6587\u66f8\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u30a2\u30a4\u30c6\u30e0<\/code><\/strong> \u3068 \u8cb8\u51fa<\/code><\/strong> \u30af\u30e9\u30b9\u3067\u306f\u3001\u5c5e\u6027\u540d\u3001\u30c7\u30fc\u30bf\u578b\u3001\u304a\u3088\u3073\u5404\u9805\u76ee\u306e\u7c21\u5358\u306a\u30d3\u30b8\u30cd\u30b9\u5b9a\u7fa9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u201d<\/p>\n<\/blockquote>\n

    \u30e1\u30ea\u30c3\u30c8\uff1a<\/strong> AI\u306f\u3001\u958b\u767a\u8005\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u8005\u306b\u5fc5\u8981\u306a\u6b63\u78ba\u306a\u6280\u8853\u4ed5\u69d8\u3092\u63d0\u4f9b\u3057\u3001UML\u30e2\u30c7\u30eb\u306b\u76f4\u63a5\u5b9a\u7fa9\u3055\u308c\u305f\u30c7\u30fc\u30bf\u578b\u304a\u3088\u3073\u540d\u524d\u3092\u6d3b\u7528\u3057\u3066\u3001\u660e\u78ba\u3067\u5b9f\u88c5\u53ef\u80fd\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n

    \"Generating<\/p>\n

    UML\u304a\u3088\u3073\u305d\u306eAI\u99c6\u52d5\u306e\u53ef\u8996\u5316\u624b\u6cd5\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u3001\u5f53\u793e\u306eUML\u30ea\u30bd\u30fc\u30b9\u30cf\u30d6<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

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