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\u5c71\u53e3\u5927\u6210\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u6388\u696d\u306e\u7279\u5fb4\u91cf\u3092\u7528\u3044\u305f\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u57fa\u3065\u304f\u6a21\u64ec\u6388\u696d\u632f\u308a\u8fd4\u308a\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3068\u8a55\u4fa1\u201d\uff0c\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u8a8c\uff0c42\u5dfb\uff0c2\u53f7\uff0cpp.220-225\uff082025\uff09\u3010 \u67fb \u8aad \u6709 \u308a \u3011<\/p>\n

\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u6587\u7ae0\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u5b66\u3073\u306e\u6587\u8108\u306b\u9069\u5fdc\u7684\u306a\u632f\u308a\u8fd4\u308a\u652f\u63f4\u65b9\u6cd5\u306e\u958b\u767a\u3068\u8a55\u4fa1\u201d\uff0c\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u8a8c\uff0c42\u5dfb\uff0c2\u53f7\uff0cpp.194-207\uff082025\uff09\u3010 \u67fb \u8aad \u6709 \u308a \u3011<\/p>\n

<\u56fd\u969b\u4f1a\u8b70><\/strong><\/h5>\n

T. Yamaguchi, K. Yoshida, N. Nakazawa, Y. Morimoto \uff1a\u201dDEVELOPMENT OF AN E-PORTFOLIO SYSTEM TO ANALYZE AND VISUALIZE COMPETENCY TRENDS FROM LEARNERS\u2019 ARTIFACTS AND LEARNING JOURNALS AS EVIDENCE OF LEARNING OUTCOMES USING GENERATIVE AI\u201d, Proc. 18th annual International Conference of Education, Research and Innovation\uff0cpp.9094-9103\uff082025\uff09<\/p>\n

K. Maruyama, H. Edakubo, Y. Morimoto \uff1a\u201dFORMAL METHOD OF DESCRIBING GENERATIVE AI BEHAVIORS IN LEARNING SUPPORT BASED ON STUDENT LEARNING CONTEXTS\u201d, Proc. 18th annual International Conference of Education, Research and Innovation\uff0cpp.7858-7867\uff082025\uff09<\/p>\n

H. Edakubo, K. Maruyama, Y. Morimoto \uff1a\u201dDEVELOPMENT OF A GENERATIVE-AI-BASED E-LEARNING-SUPPORT SYSTEM USING LEARNERS\u2019 LEARNING STYLES AND LEARNING CONTEXTS\u201d, Proc. 18th annual International Conference of Education, Research and Innovation\uff0cpp.7673-7680\uff082025\uff09<\/p>\n

N. Nakazawa, K. Maruyama, Y. Morimoto \uff1a\u201dDEVELOPMENT OF A PHOTO-BASED REFLECTION SUPPORT SYSTEM USING GENERATIVE AI TO EXTRACT INFORMATION FROM MARKER-CIRCLED AREAS IN A PHOTO\u201d, Proc. 18th annual International Conference of Education, Research and Innovation\uff0cpp.8473-8481\uff082025\uff09<\/p>\n

<\u7814\u7a76\u4f1a><\/strong><\/h5>\n

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\u679d\u7aaa\u60a0\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u3092\u7528\u3044\u305f\u5b66\u7fd2\u8005\u306e\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u3068\u5b66\u3073\u306e\u6587\u8108\u306b\u57fa\u3065\u304fe\u30e9\u30fc\u30cb\u30f3\u30b0\u5b66\u7fd2\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u8a55\u4fa1\u201d\uff0c\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u7814\u7a76\u5831\u544a\uff0cVol.40\uff0cno.7\uff0cpp.189-196\uff0c\uff08 2026\uff09<\/p>\n

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\u8b1b\u6f14\u30fb\u53e3\u982d\u767a\u8868\u7b49<\/strong><\/h4>\n

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\u5742\u672c\u8aa0\uff0c\u9580\u8107\u58ee\u5f18\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u3092\u7528\u3044\u305f\u5bfe\u8a71\u306b\u3088\u308b\u5408\u610f\u5f62\u6210\u30d7\u30ed\u30bb\u30b9\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u305f\u6388\u696d\u5b9f\u8df5\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.153-154\uff082026\uff09<\/p>\n

\u8d99\u7a4e\u6b23\uff0c\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u306b\u3088\u308b\u5b66\u7fd2\u8005\u306e\u767a\u8a71\u5909\u5bb9\u53ef\u8996\u5316\u6a5f\u80fd\u3092\u6709\u3059\u308b\u7b2c\u4e8c\u8a00\u8a9e\u30b9\u30d4\u30fc\u30ad\u30f3\u30b0\u81ea\u5df1\u5b66\u7fd2\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.205-206\uff082026\uff09<\/p>\n

\u9b3c\u585a\u5f18\u4f73\uff0c\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u306b\u3088\u308b\u30ce\u30fc\u30c8\u753b\u50cf\u304b\u3089\u306e\u751f\u5f92\u306e\u8a18\u8ff0\u5185\u5bb9\u30fb\u8e93\u304d\u306e\u62bd\u51fa\u7cbe\u5ea6\u3068\u305d\u306e\u5185\u5bb9\u306b\u5fdc\u3058\u305f\u8db3\u5834\u304b\u3051\u306e\u751f\u6210\u7cbe\u5ea6\u306e\u691c\u8a3c\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.191-192\uff082026\uff09<\/p>\n

\u6cb3\u5185\u60a0\u4e8c\u6717\uff0c\u5409\u7530\u60a0\u771f\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u30c7\u30b6\u30a4\u30f3\u601d\u8003\u306b\u57fa\u3065\u304f\u30ad\u30e3\u30ea\u30a2\u5f62\u6210\u652f\u63f4\u30e2\u30c7\u30eb\u3068\u751f\u6210AI\u3092\u7528\u3044\u305f\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.225-226\uff082026\uff09<\/p>\n

\u8429\u8c37\u7950\u7d00\uff0c\u9060\u85e4\u62d3\u771f\uff0c\u5c71\u53e3\u5927\u6210\uff0c\u68ee\u672c\u5eb7\u5f66(2026)\u751f\u6210 AI \u304c\u81ea\u52d5\u5206\u985e\u3057\u305f\u5b66\u7fd2\u8005\u306e\u5b66\u7fd2\u6d3b\u52d5\u306e\u753b\u50cf\u3092\u7528\u3044\u305f\u30c7\u30b8\u30bf\u30eb\u30b5\u30a4\u30cd\u30fc\u30b8\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u304f\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.219-220\uff082026\uff09<\/p>\n

\u4e38\u5c71\u3059\u307f\u308c\uff0c\u53e4\u5ddd\u8a69\u97f3\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u6d3b\u7528\u306b\u3064\u3044\u3066\u5b66\u3076\u4f4e\u5e74\u9f62\u5150\u5411\u3051\u60c5\u5831\u30e2\u30e9\u30eb\u7d75\u672c\u52d5\u753b\u6559\u6750\u306e\u5730\u57df\u884c\u4e8b\u3067\u306e\u5b9f\u8df5\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.333-334\uff082026\uff09<\/p>\n

\u6df1\u6c34\u7693\u53f8\uff0c\u5742\u672c\u8aa0\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u4e2d\u5b66\u6821\u793e\u4f1a\u79d1\u306b\u304a\u3051\u308b\u751f\u5f92\u81ea\u3089\u63a2\u7a76\u7684\u306a\u5b66\u3073\u306e\u554f\u3044\u3092\u7acb\u3066\u308b\u6388\u696d\u306e\u5b9f\u8df5\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.343-344\uff082026\uff09<\/p>\n

\u679d\u7aaa\u60a0\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u30aa\u30fc\u30d7\u30f3\u30d0\u30c3\u30b8\u3092\u6d3b\u7528\u3057\u305f\u30ad\u30e3\u30ea\u30a2\u5f62\u6210\u652f\u63f4\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.245-246\uff082026\uff09<\/p>\n

\u5c0f\u5ddd\u88d5\u4e5f\uff0c\u677e\u4e95\u76f4\u6a39\uff0c\u5927\u51fa\u5e78\u592b\uff0c\u5c71\u53e3\u5927\u6210\uff0c\u8429\u8c37\u7950\u7d00\uff0c\u9060\u85e4\u62d3\u771f\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u3092\u7528\u3044\u305f\u30c7\u30b8\u30bf\u30eb\u30b5\u30a4\u30cd\u30fc\u30b8\u306b\u3088\u308b\u5354\u50cd\u7684\u306a\u5b66\u3073\u306e\u8d77\u70b9\u5f62\u6210\u306b\u5411\u3051\u305f\u5c0f\u5b66\u6821\u3067\u306e\u53d6\u7d44\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a 2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.353-354\uff082026\uff09<\/p>\n

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JOHANNESEN,Valborg\uff0c\u5e73\u6cbb\u5f66\uff0c\u5c71\u53e3\u5927\u6210\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u5b66\u3073\u306e\u632f\u308a\u8fd4\u308a\u3092\u8d77\u70b9\u3068\u3057\u305f\u5b66\u7fd2\u8a18\u9332\u306e\u53ef\u8996\u5316\u30fb\u6d3b\u7528\u6a5f\u80fd\u306eWebClass \u3078\u306e\u5b9f\u88c5\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.533-534\uff082026\uff09<\/p>\n

\u4e38\u5c71\u6d69\u5e73\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u5409\u7530\u4f0a\u5439\uff0c\u5c0f\u6797\u7f8e\u9999\u5b50\uff0c\u5c0f\u5ddd\u5cb3\u5f18\uff0c\u897f\u51fa\u4fca\u6d69\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201cXR\u30b0\u30e9\u30b9\u306b\u3088\u308a\u53d6\u5f97\u3057\u305f\u6388\u696d\u89b3\u5bdf\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u751f\u6210AI\u306b\u3088\u308b\u5b66\u7fd2\u72b6\u6cc1\u628a\u63e1\u65b9\u6cd5\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.523-524\uff082026\uff09<\/p>\n

\u8429\u539f\u6d69\u5e73\uff0c\u690d\u7530\u6cf0\u6b63\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u6388\u696d\u5185\u5bb9\u306b\u5fdc\u3058\u305f\u632f\u308a\u8fd4\u308a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u751f\u6210\u3059\u308bAI\u624b\u6cd5\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.661-662\uff082026\uff09<\/p>\n

\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u6751\u7530\u771f\u7434\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u5b66\u3073\u306e\u632f\u308a\u8fd4\u308a\u306e\u8a18\u8ff0\u3068\u5b66\u7fd2\u30ce\u30fc\u30c8\u753b\u50cf\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u306b\u3088\u308b\u6559\u8a13\u5316\u652f\u63f4\u65b9\u6cd5\u306e\u63d0\u6848\u3068\u305d\u306e\u691c\u8a3c\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a2026\u5e74\u6625\u5b63\uff08\u7b2c48\u56de\uff09\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.791-792\uff082026\uff09<\/p>\n

\u9060\u85e4\u62d3\u771f\uff0c\u8429\u8c37\u7950\u7d00\uff0c\u6cb3\u5185\u60a0\u4e8c\u6717\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u751f\u6210AI\u304c\u81ea\u52d5\u5206\u985e\u3057\u305f\u5b66\u7fd2\u8005\u306e\u5b66\u7fd2\u6d3b\u52d5\u306e\u753b\u50cf\u3092\u7528\u3044\u305f\u30c7\u30b8\u30bf\u30eb\u30b5\u30a4\u30cd\u30fc\u30b8\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.253-254\uff082025\uff09<\/p>\n

\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u753b\u50cf\u4e0a\u306b\u30de\u30fc\u30ab\u30fc\u3067\u56f2\u3093\u3060\u90e8\u5206\u306e\u751f\u6210 AI \u306b\u3088\u308b\u60c5\u5831\u62bd\u51fa\u306e\u691c\u8a3c\u3068\u5199\u771f\u3092\u7528\u3044\u305f\u5b66\u3073\u306e\u632f\u308a\u8fd4\u308a\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9069\u7528\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.257-258\uff082025\uff09<\/p>\n

\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u8907\u6570\u306e\u8cc7\u8cea\u30fb\u80fd\u529b\u7fa4\u3092\u5207\u66ff\u3048\u306a\u304c\u3089\u5b66\u751f\u306e\u5b66\u4fee\u6210\u679c\u306e\u628a\u63e1\u3092\u53ef\u80fd\u306b\u3059\u308b\u6559\u80b2\u306e\u8cea\u4fdd\u8a3c\u306e\u305f\u3081\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.383-384\uff082025\uff09<\/p>\n

\u9580\u8107\u58ee\u5f18\uff0c\u539f\u7530\u7d17\u5e0c\uff0c\u5742\u672c\u8aa0\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u751f\u6210AI\u3092\u7528\u3044\u305f\u5bfe\u8a71\u306b\u3088\u308b\u5408\u610f\u5f62\u6210\u30d7\u30ed\u30bb\u30b9\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.437-438\uff082025\uff09<\/p>\n

\u4e38\u5c71\u3059\u307f\u308c\uff0c\u539f\u7530\u7d17\u5e0c\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u5e7c\u5150\u5411\u3051\u60c5\u5831\u30e2\u30e9\u30eb\u7d75\u672c\u52d5\u753b\u6559\u6750\u306e\u958b\u767a\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.455-456\uff082025\uff09<\/p>\n

\u539f\u7530\u7d17\u5e0c\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u9ad8\u7b49\u5b66\u6821\u306b\u304a\u3051\u308b\u751f\u6210 AI \u3092\u7528\u3044\u305f\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3088\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u65b9\u6cd5\u306e\u5b9f\u8df5\u306e\u4e00\u8003\u5bdf\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.535-536\uff082025\uff09<\/p>\n

\u8429\u539f\u6d69\u5e73\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u5c71\u53e3\u5927\u6210\uff0c\u68ee\u672c\u5eb7\u5f66\uff1b\u201d\u751f\u6210 AI \u3092\u6d3b\u7528\u3057\u305f\u554f\u984c\u89e3\u6c7a\u306e\u300c\u6574\u7406\u30fb\u5206\u6790\u300d\u6bb5\u968e\u304b\u3089\u300c\u307e\u3068\u3081\u30fb\u8868\u73fe\u300d\u6bb5\u968e\u306e\u5b66\u7fd2\u652f\u63f4\u65b9\u6cd5\u306b\u57fa\u3065\u304f\u6388\u696d\u5b9f\u8df5\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.637-638\uff082025\uff09<\/p>\n

\u53e4\u5ddd\u8a69\u97f3\uff0c\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201dICT\u3092\u7528\u3044\u305f\u300c\u4fee\u5b66\u65c5\u884c\u63a2\u7a76\u30ce\u30fc\u30c8\u300d\u306e\u6d3b\u7528\u65b9\u6cd5\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47 \u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.687-688\uff082025\uff09<\/p>\n

\u5c71\u53e3\u5927\u6210\uff0c\u5742\u672c \u8aa0\uff0c\u5409\u7530\u55ac\u4eae\uff0c\u539f\u7530\u7d17\u5e0c\uff0c\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u30aa\u30f3\u30e9\u30a4\u30f3\u5354\u50cd\u74b0\u5883\u3092\u6d3b\u7528\u3057\u305f\u6388\u696d\u7814\u7a76\u306e\u305f\u3081\u306e\u6388\u696d\u3065\u304f\u308a\u30bf\u30b9\u30ad\u30ea\u30ec\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c 47 \u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0c719-720\uff082025\uff09<\/p>\n

\u7530\u4e2d\u907c\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u751f\u6210 AI \u306b\u3088\u308b\u5b66\u3073\u306e\u6587\u8108\u306b\u5fdc\u3058\u305f\u632f\u308a\u8fd4\u308a\u306e\u8a98\u767a\u3068\u5909\u5316\u70b9\u691c\u77e5\u3092\u7528\u3044\u305f\u5b66\u3073\u306e\u632f\u308a\u8fd4\u308a\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.731-732\uff082025\uff09<\/p>\n

\u679d\u7aaa\u60a0\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u751f\u6210 AI \u306b\u3088\u308b\u5b66\u7fd2\u5c65\u6b74\u30c7\u30fc\u30bf\u304b\u3089\u540c\u5b9a\u3055\u308c\u305f\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u306b\u5fdc\u3058\u305f\u5b66\u3073\u306e\u81ea\u5df1\u8abf\u6574\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u6559\u80b2\u5de5\u5b66\u4f1a\u7b2c47\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.743-744\uff082025\uff09<\/p>\n

\u679d\u7aaa\u60a0\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201ce\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u304a\u3051\u308b\u5b66\u7fd2\u5c65\u6b74\u30c7\u30fc\u30bf\u304b\u3089\u540c\u5b9a\u3055\u308c\u305f\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u306b\u5fdc\u3058\u305f\u751f\u6210AI\u306b\u3088\u308b\u5b66\u3073\u306e\u81ea\u5df1\u8abf\u6574\u652f\u63f4\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u201d\uff0c\u7b2c50\u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.135-136\uff082025\uff09<\/p>\n

\u8429\u539f\u6d69\u5e73\uff0c\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u554f\u984c\u89e3\u6c7a\u306b\u304a\u3044\u3066\u751f\u5f92\u304c\u751f\u6210AI\u306e\u5f79\u5272\u3092\u81ea\u3089\u5207\u308a\u66ff\u3048\u3066\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u201d\uff0c\u7b2c50\u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.147-148\uff082025\uff09<\/p>\n

\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u5409\u7530\u55ac\u4eae\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u5b66\u7fd2\u8005\u306ee\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u304b\u3089\u751f\u6210AI\u3092\u7528\u3044\u3066\u5b66\u3073\u306e\u6587\u8108\u3092\u62bd\u51fa\u3059\u308b\u7cbe\u5ea6\u306e\u691c\u8a3c\u201d\uff0c\u7b2c50\u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.169-170\uff082025\uff09<\/p>\n

\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u500b\u5225\u6700\u9069\u306a\u5b66\u3073\u306b\u304a\u3051\u308b\u5b66\u7fd2\u8005\u306e\u5b66\u3073\u306e\u6587\u8108\u306b\u9069\u5fdc\u7684\u306a\u751f\u6210AI\u3092\u7528\u3044\u305f\u5b66\u3073\u306e\u300ce\u30d1\u30fc\u30c8\u30ca\u30fc\u300d\u306b\u3088\u308b\u5b66\u7fd2\u652f\u63f4\u30e2\u30c7\u30eb\u8a18\u8ff0\u6cd5\u306e\u63d0\u6848\u201d\uff0c\u7b2c50\u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.173-174\uff082025\uff09<\/p>\n

\u9f4b\u85e4\u745e\u6a39\uff0c\u798f\u539f\u653f\u54c9\uff0c\u5c71\u53e3\u5927\u6210\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u5b66\u3073\u306e\u632f\u308a\u8fd4\u308a\u306e\u8a18\u8ff0\u304b\u3089\u81ea\u5c0a\u611f\u60c5\u306e\u9ad8\u307e\u308a\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u3092\u62bd\u51fa\u3059\u308b\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u201d\uff0c\u7b2c 50 \u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.229-230\uff082025\uff09<\/p>\n

\u539f\u7530\u7d17\u5e0c\uff0c\u7530\u4e2d\u907c\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u3092\u7528\u3044\u305f\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3088\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u81ea\u5df1\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848\u201d\uff0c\u7b2c50\u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.243-244\uff082025\uff09<\/p>\n

\u7530\u4e2d\u907c\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u30a8\u30d4\u30bd\u30fc\u30c9\u8a18\u61b6\u306e\u60f3\u8d77\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306e\u751f\u6210AI\u3092\u7528\u3044\u305f\u6587\u8108\u306b\u5fdc\u3058\u305f\u632f\u308a\u8fd4\u308a\u306e\u8a98\u767a\u3068\u5909\u5316\u70b9\u691c\u77e5\u3092\u7528\u3044\u305f\u5b66\u3073\u306e\u632f\u308a\u8fd4\u308a\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848\u201d\uff0c\u7b2c50\u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.243-244\uff082025\uff09<\/p>\n

\u674e\u6cf0\u7165\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201c\u751f\u6210AI\u3092\u7528\u3044\u305f\u7b2c\u4e8c\u8a00\u8a9e\u306e\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u81ea\u5df1\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u201d\uff0c\u7b2c 50\u56de\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.305-306\uff082025\uff09<\/p>\n

\u539f\u7530\u7d17\u5e0c\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u9ad8\u7b49\u5b66\u6821\u306b\u304a\u3051\u308b\u751f\u6210AI\u3092\u7528\u3044\u305f\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3088\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u306e\u5b9f\u8df5\u201d\uff0c\u65e5\u672c\u60c5\u5831\u79d1\u6559\u80b2\u5b66\u4f1a\u7b2c18\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.20-21\uff082025\uff09<\/p>\n

\u5c71\u53e3\u5927\u6210\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u4e38\u5c71\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u751f\u5f92\u304c\u8cc7\u8cea\u30fb\u80fd\u529b\u306e\u80b2\u6210\u50be\u5411\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306e\u300c\u60c5\u5831\u79d1\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u300d\u306e\u958b\u767a\u201d\uff0c\u65e5\u672c\u60c5\u5831\u79d1\u6559\u80b2\u5b66\u4f1a\u7b2c18\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.26-27\uff082025\uff09<\/p>\n

\u8429\u539f\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u9ad8\u7b49\u5b66\u6821\u300c\u60c5\u5831\u2160\u300d\u306b\u304a\u3051\u308b\u751f\u5f92\u304c\u751f\u6210AI\u306e\u5f79\u5272\u3092\u81ea\u3089\u5207\u308a\u66ff\u3048\u3066\u554f\u984c\u89e3\u6c7a\u306b\u53d6\u308a\u7d44\u3080\u6388\u696d\u306e\u8a55\u4fa1\u201d\uff0c\u65e5\u672c\u60c5\u5831\u79d1\u6559\u80b2\u5b66\u4f1a\u7b2c18\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.42-43\uff082025\uff09<\/p>\n

\u4e2d\u6ca2\u5c1a\u4e5f\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u9ad8\u7b49\u5b66\u6821\u60c5\u5831\u79d1\u306e\u554f\u984c\u89e3\u6c7a\u306b\u304a\u3051\u308b \u751f\u6210AI\u306e\u5f79\u5272\u3092\u81ea\u3089\u5207\u308a\u66ff\u3048\u3066\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u7528\u3044\u305f\u5b9f\u8df5\u201d\uff0c\u65e5\u672c\u60c5\u5831\u79d1\u6559\u80b2\u5b66\u4f1a\u7b2c 18 \u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.46-47\uff082025\uff09<\/p>\n

\u4e38\u5c71\u6d69\u5e73\uff0c\u5c71\u53e3\u5927\u6210\uff0c\u8429\u539f\u6d69\u5e73\uff0c\u68ee\u672c\u5eb7\u5f66\uff1a\u201d\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305fe\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u53ef\u8996\u5316\u3092\u7528\u3044\u305f\u554f\u984c\u89e3\u6c7a\u306e\u300c\u6574\u7406\u30fb\u5206\u6790\u300d\u6bb5\u968e\u304b\u3089\u300c\u307e\u3068\u3081\u30fb\u8868\u73fe\u300d\u6bb5\u968e\u306e\u5b66\u7fd2\u652f\u63f4\u65b9\u6cd5\u306e\u63d0\u6848\u201d\uff0c\u65e5\u672c\u60c5\u5831\u79d1\u6559\u80b2\u5b66\u4f1a\u7b2c18\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6\uff0cpp.70-71\uff082025\uff09<\/p>\n

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\u53d7\u8cde<\/strong><\/h4>\n

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