{"id":37991,"date":"2026-08-19T13:36:10","date_gmt":"2026-08-19T13:36:10","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=37991"},"modified":"2026-08-19T13:36:10","modified_gmt":"2026-08-19T13:36:10","slug":"why-ontology-is-making-a-comeback-in-japans-ai-industry","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/business-tech\/why-ontology-is-making-a-comeback-in-japans-ai-industry\/","title":{"rendered":"\u306a\u305c\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u304c\u65e5\u672c\u306eAI\u696d\u754c\u3067\u518d\u3073\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u306e\u304b"},"content":{"rendered":"

\u591a\u304f\u306e\u8a00\u8a9e\u3092\u7406\u89e3\u3059\u308b\u5927\u898f\u6a21\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u4f01\u696d\u304c\u300c\u77e5\u80fd\u300d\u306b\u3064\u3044\u3066\u62b1\u304f\u8003\u3048\u65b9\u3092\u4e00\u5909\u3055\u305b\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u8ad6\u6587\u306e\u8981\u7d04\u3084\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u3001\u8cea\u554f\u3078\u306e\u56de\u7b54\u3001\u3055\u3089\u306b\u306f\u6574\u7406\u3055\u308c\u3066\u3044\u306a\u3044\u5927\u91cf\u306e\u60c5\u5831\u306e\u51e6\u7406\u306a\u3069\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4f01\u696d\u304c\u610f\u601d\u6c7a\u5b9a\u3084\u4e8b\u696d\u904b\u55b6\u306b\u77e5\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u4eca\u3001\u4f01\u696d\u306f\u300c\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u300d\u3068\u3044\u3046\u5225\u306e\u6982\u5ff5\u306b\u3082\u6ce8\u76ee\u3057\u59cb\u3081\u3066\u3044\u307e\u3059\u3002.<\/p>\n

\u300cAI Exploration Journey\u300d\u3067\u3001\u3053\u306e\u4ef6\u306b\u3064\u3044\u3066\u8a71\u3057\u5408\u308f\u308c\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u7269\u4e8b\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306e\u91cd\u8981\u6027\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3068\u8ff0\u3079\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u60c5\u5831\u3001\u4eba\u3001\u305d\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u30a2\u30a4\u30c7\u30a2\u304c\u3069\u306e\u3088\u3046\u306b\u7d50\u3073\u3064\u3044\u3066\u3044\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u65e5\u672c\u306e\u3088\u3046\u306b\u3001\u4f01\u696d\u304c\u72ec\u81ea\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u6301\u3061\u3001\u72ec\u7279\u306a\u3084\u308a\u65b9\u3067\u696d\u52d9\u3092\u884c\u3063\u3066\u3044\u308b\u56fd\u306b\u3068\u3063\u3066\u306f\u3001\u3053\u308c\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3059\u3002.<\/p>\n

\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u3001\u6982\u5ff5\u304c\u3069\u306e\u3088\u3046\u306b\u7d50\u3073\u3064\u3044\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u5730\u56f3\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u3053\u308c\u306f\u5358\u306a\u308b\u4e8b\u67c4\u306e\u30ea\u30b9\u30c8\u3067\u306f\u306a\u304f\u3001\u305d\u308c\u3089\u306e\u610f\u5473\u3084\u76f8\u4e92\u306e\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u624b\u6bb5\u3067\u3059\u3002\u3053\u306e\u305f\u3081\u3001\u4eba\u5de5\u77e5\u80fd\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4f01\u696d\u304c\u4fdd\u6709\u3059\u308b\u60c5\u5831\u3092\u7406\u89e3\u3059\u308b\u306e\u3092\u52a9\u3051\u305f\u308a\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u305d\u306e\u60c5\u5831\u3092\u6d3b\u7528\u3057\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u3057\u305f\u308a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u4eba\u5de5\u77e5\u80fd\u3068\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u4eba\u5de5\u77e5\u80fd\u304c\u7269\u4e8b\u306e\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u306e\u3092\u52a9\u3051\u3001\u4eba\u5de5\u77e5\u80fd\u306f\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002.<\/strong><\/p>\n

\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u3001\u306a\u305c\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3068\u3044\u3046\u6982\u5ff5\u3092\u518d\u3073\u6ce8\u76ee\u3055\u305b\u308b\u306e\u304b<\/h3>\n

AI\u30c4\u30fc\u30eb\u306e\u6025\u901f\u306a\u767a\u5c55\u306b\u3088\u308a\u3001\u305d\u306e\u9b45\u529b\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u306e\u9670\u3067\u3001\u6642\u306b\u306f\u898b\u904e\u3054\u3055\u308c\u304c\u3061\u3060\u3063\u305f\u554f\u984c\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u5358\u8a9e\u3084\u6587\u7ae0\u3092\u5341\u5206\u306b\u7406\u89e3\u3067\u304d\u307e\u3059\u304c\u3001\u4f01\u696d\u5185\u306e\u696d\u52d9\u306b\u304a\u3051\u308b\u5177\u4f53\u7684\u306a\u30eb\u30fc\u30eb\u3084\u5c02\u9580\u7528\u8a9e\u3001\u305d\u3057\u3066\u305d\u308c\u3089\u306e\u95a2\u9023\u6027\u3092\u81ea\u52d5\u7684\u306b\u628a\u63e1\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002.<\/p>\n

\u4f8b\u3048\u3070\u3001\u7269\u54c1\u306e\u8cfc\u5165\u3001\u88fd\u54c1\u306e\u88fd\u9020\u3001\u5728\u5eab\u7ba1\u7406\u3001\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u306a\u3069\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u4f01\u696d\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u5404\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u6587\u5b57\u3084\u6570\u5b57\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4eba\u5de5\u77e5\u80fd\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u3001\u305d\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u5171\u901a\u306e\u57fa\u6e96\u304c\u306a\u3051\u308c\u3070\u3001\u60c5\u5831\u3092\u6b63\u3057\u304f\u7d71\u5408\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n

\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u3001\u305d\u306e\u6b20\u3051\u3066\u3044\u305f\u69cb\u9020\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/h3>\n

\u88fd\u54c1\u3001\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u3001\u6a5f\u68b0\u3001\u53d7\u6ce8\u3001\u751f\u7523\u30d7\u30ed\u30bb\u30b9\u3068\u3044\u3063\u305f\u6982\u5ff5\u3092\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u3089\u306e\u95a2\u9023\u6027\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306fAI\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u3057\u3066\u3001\u81ea\u793e\u306e\u696d\u52d9\u74b0\u5883\u3092\u3088\u308a\u4e00\u8cab\u6027\u306e\u3042\u308b\u5f62\u3067\u8868\u73fe\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u3001LLM\u304c\u4f01\u696d\u306e\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306e\u69cb\u7bc9\u3084\u7dad\u6301\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u304b\u306b\u3064\u3044\u3066\u3082\u691c\u8a0e\u304c\u9032\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u5f93\u6765\u306f\u624b\u4f5c\u696d\u3067\u884c\u308f\u308c\u3066\u3044\u305f\u4f5c\u696d\u306e\u4e00\u90e8\u3092\u8efd\u6e1b\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n

\u65e5\u672c\u306f\u3053\u306e\u5909\u5316\u304b\u3089\u6069\u6075\u3092\u53d7\u3051\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/h3>\n

Japan’s technology industry has a particularly strong reason to pay attention to this development. Many Japanese companies have accumulated decades of business data across legacy applications, spreadsheets and departmental databases.<\/p>\n

\u3053\u3046\u3057\u305f\u5834\u9762\u3053\u305d\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306b\u57fa\u3065\u304f\u4eba\u5de5\u77e5\u80fd\u304c\u771f\u306b\u5f79\u7acb\u3064\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \u4f01\u696d\u306f\u3001\u5358\u306b\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5927\u91cf\u306e\u6587\u66f8\u306b\u7d50\u3073\u3064\u3051\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u30c7\u30fc\u30bf\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u3001\u307e\u305f\u60c5\u5831\u306e\u3055\u307e\u3056\u307e\u306a\u8981\u7d20\u304c\u4e92\u3044\u306b\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u8aac\u660e\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4f01\u696d\u304c\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306b\u57fa\u3065\u304f\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3084\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u571f\u53f0\u306e\u3088\u3046\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002.<\/p>\n

\u65e5\u672c\u306e\u88fd\u9020\u696d\u306b\u3068\u3063\u3066\u306f\u3001\u751f\u7523\u8a08\u753b\u3001\u8a2d\u5099\u306e\u4fdd\u5b88\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u3068\u3044\u3063\u305f\u5206\u91ce\u3067\u306e\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306f\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u9867\u5ba2\u60c5\u5831\u3001\u53d6\u5f15\u60c5\u5831\u3001\u898f\u5236\u95a2\u9023\u60c5\u5831\u3092\u7d50\u3073\u3064\u3051\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u533b\u7642\u6a5f\u95a2\u3067\u306f\u3001\u60a3\u8005\u3001\u6cbb\u7642\u3001\u533b\u85ac\u54c1\u3001\u8a3a\u7642\u8a18\u9332\u9593\u306e\u95a2\u4fc2\u6027\u304c\u3088\u308a\u660e\u78ba\u306b\u306a\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n

\u305d\u306e\u6f5c\u5728\u7684\u306a\u4fa1\u5024\u306f\u3001\u5358\u306b\u57fa\u76e4\u3068\u306a\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5927\u304d\u304f\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001AI\u306e\u6587\u8108\u8a8d\u8b58\u80fd\u529b\u3092\u9ad8\u3081\u308b\u3053\u3068\u306b\u3042\u308b\u306e\u3067\u3059\u3002.<\/p>\n

Implications for Japan’s AI and IT Services Market<\/h3>\n

\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306e\u5fa9\u6d3b\u306f\u3001\u65e5\u672c\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u306b\u3068\u3063\u3066\u65b0\u305f\u306a\u5e02\u5834\u6a5f\u4f1a\u3092\u751f\u307f\u51fa\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n

Japan’s IT services industry has traditionally played a major role in integrating complex enterprise systems. As businesses begin adding AI agents to those environments, demand could shift toward companies capable of combining data engineering, knowledge graphs, ontology development and AI implementation.<\/p>\n

\u3053\u3053\u3067\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306b\u57fa\u3065\u304f\u4eba\u5de5\u77e5\u80fd\u304c\u771f\u306b\u4fa1\u5024\u3092\u767a\u63ee\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u306f\u3001\u5358\u306b\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5927\u91cf\u306e\u6587\u66f8\u306b\u7d50\u3073\u3064\u3051\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u30c7\u30fc\u30bf\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u3001\u307e\u305f\u3055\u307e\u3056\u307e\u306a\u60c5\u5831\u304c\u4e92\u3044\u306b\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u8aac\u660e\u3059\u308b\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306b\u57fa\u3065\u304f\u4eba\u5de5\u77e5\u80fd\u306f\u3001\u4f01\u696d\u304c\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u624b\u52a9\u3051\u3068\u306a\u308a\u307e\u3059\u3002.<\/p>\n

\u4f01\u696d\u306f\u3001\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059<\/h3>\n

\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u6700\u5927\u306e\u9b45\u529b\u306f\u4fe1\u983c\u6027\u306b\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002.<\/p>\n

\u4f01\u696d\u306e\u6587\u66f8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308bAI\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u95a2\u9023\u60c5\u5831\u3092\u691c\u7d22\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u691c\u7d22\u3057\u305f\u3060\u3051\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u60c5\u5831\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306b\u57fa\u3065\u304f\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u305d\u306e\u6b20\u3051\u3066\u3044\u308b\u69cb\u9020\u306e\u5c64\u3092\u88dc\u304a\u3046\u3068\u3059\u308b\u3082\u306e\u3067\u3059\u3002.<\/p>\n

\u3053\u308c\u306f\u3001\u7279\u306bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3068\u3063\u3066\u6709\u7528\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u304c\u3001\u5358\u306b\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u3068\u79fb\u884c\u3059\u308b\u306b\u3064\u308c\u3001\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u306e\u8aa4\u89e3\u306b\u8d77\u56e0\u3059\u308b\u30a8\u30e9\u30fc\u306b\u3088\u308b\u30b3\u30b9\u30c8\u306f\u307e\u3059\u307e\u3059\u9ad8\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002.<\/p>\n

\u4f8b\u3048\u3070\u3001\u8abf\u9054\u696d\u52d9\u3092\u62c5\u5f53\u3059\u308b\u62c5\u5f53\u8005\u306f\u3001\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u3068\u306f\u4f55\u304b\u3068\u3044\u3046\u3060\u3051\u3067\u306a\u304f\u3001\u627f\u8a8d\u9650\u5ea6\u984d\u3001\u88fd\u54c1\u9593\u306e\u95a2\u9023\u6027\u3001\u5951\u7d04\u6761\u4ef6\u3001\u7d44\u7e54\u5185\u306e\u8cac\u4efb\u5206\u62c5\u306b\u3064\u3044\u3066\u3082\u7406\u89e3\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n

\u305d\u308c\u306f\u3001\u3088\u304f\u66f8\u304b\u308c\u305f\u6bb5\u843d\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3068\u306f\u3001\u307e\u3063\u305f\u304f\u7570\u306a\u308b\u8981\u4ef6\u3067\u3059\u3002.<\/p>\n

AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u306e\u65b0\u305f\u306a\u5f79\u5272<\/h3>\n

\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3078\u306e\u95a2\u5fc3\u306e\u9ad8\u307e\u308a\u306f\u3001\u65e5\u672c\u306e\u6280\u8853\u7cfb\u96c7\u7528\u306b\u3082\u5f71\u97ff\u3092\u53ca\u307c\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n

\u4f01\u696d\u3067\u306f\u3001\u77e5\u8b58\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u65b9\u6cd5\u3068\u65b0\u3057\u3044\u4eba\u5de5\u77e5\u80fd\u306e\u4e21\u65b9\u306b\u7cbe\u901a\u3057\u305f\u4eba\u6750\u304c\u5fc5\u8981\u3068\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u30c7\u30b6\u30a4\u30ca\u30fc\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3001AI\u958b\u767a\u8005\u306f\u3001\u5404\u5206\u91ce\u306b\u8a73\u3057\u3044\u5c02\u9580\u5bb6\u3068\u5354\u529b\u3057\u3066\u3001\u4f01\u696d\u306eAI\u30b7\u30b9\u30c6\u30e0\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u6982\u5ff5\u3084\u95a2\u9023\u6027\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002.<\/p>\n

It’s interesting that large language models could help lower the cost of this work. Scientists are looking into using AI to help build ontologies, where language models find ideas and connections while people with experience still check and manage everything.<\/p>\n

This way of working could make it easier for smaller Japanese companies to create knowledge systems. They didn’t have the money or tools before to build these kinds of systems.<\/p>\n

\u65e5\u672c\u306b\u304a\u3051\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u306e\u4eca\u5f8c\u306e\u5c55\u671b<\/h3>\n

The new interest in ontologies doesn’t mean that large language models are less important. The opposite is true. It means that the next group of AI used by companies will rely on mixing language models with data systems.<\/p>\n

\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a \u30aa\u30e9\u30af\u30eb\u3068AWS\u304c\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051AI\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6210\u9577\u3092\u727d\u5f15\u3057\u3066\u3044\u307e\u3059<\/a><\/h4>\n

\u65e5\u672c\u306e\u4f01\u696d\u306b\u306f\u3001\u3053\u306e\u624b\u6cd5\u3092\u6d3b\u7528\u3057\u3066\u3001\u81ea\u793e\u306e\u77e5\u8b58\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u3001\u65e5\u3005\u306e\u30c7\u30fc\u30bf\u3092\u3001\u65b0\u3057\u3044AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u7d50\u3073\u3064\u3051\u308b\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u5358\u306b\u6587\u7ae0\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u72b6\u6cc1\u3092\u7406\u89e3\u3057\u3001\u793e\u5185\u306e\u30eb\u30fc\u30eb\u3092\u9075\u5b88\u3057\u3001\u4f53\u7cfb\u5316\u3055\u308c\u305f\u4f01\u696d\u306e\u77e5\u8b58\u3092\u6d3b\u7528\u3057\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u5b9f\u73fe\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n

For Japan’s technology industry, that represents an important change in priorities. The next AI advantage may not come solely from having access to the newest model. It may come from having the best understanding of the business data surrounding that model.<\/p>\n

\u751f\u6210AI\u304c\u65e5\u672c\u306e\u4f01\u696d\u306b\u3055\u3089\u306b\u6d78\u900f\u3059\u308b\u306b\u3064\u308c\u3066\u3001, \u30aa\u30f3\u30c8\u30ed\u30b8\u30fc<\/a> could therefore evolve from an overlooked information-science concept into an important component of the country’s enterprise AI architecture.<\/p>","protected":false},"excerpt":{"rendered":"

Big computer programs that understand a lot of language have changed how companies think about intelligence. These programs can do things like summarize papers, write code answer questions and work with an amount of information that is not organized. But now that companies are using intelligence to make decisions and run their businesses they are also looking at something else: ontology. There was a talk about this on AI Exploration Journey. They said ontology is becoming more important because big language models need to understand how things are related to each other. This means understanding how information, people and business ideas fit together. For a country like Japan, where companies […]<\/p>\n","protected":false},"author":7,"featured_media":38024,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[185,8098,85],"tags":[14815,8939,14816,314,14817],"ppma_author":[572],"class_list":["post-37991","post","type-post","status-publish","format-standard","has-post-thumbnail","category-business-tech","category-news-articles","category-tech","tag-ai-engineers","tag-ai-industry","tag-data-specialists","tag-japan","tag-ontology"],"yoast_head":"\nWhy Ontology Is Returning to 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