{"id":38919,"date":"2026-07-11T00:40:46","date_gmt":"2026-07-10T15:40:46","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&#038;p=38919"},"modified":"2026-07-11T00:40:46","modified_gmt":"2026-07-10T15:40:46","slug":"human-in-the-loop","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/human-in-the-loop\/","title":{"rendered":"\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7"},"content":{"rendered":"<p>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-in-the-Loop\uff09\u3068\u306f\u3001AI\u306b\u5168\u90e8\u3092\u4efb\u305b\u304d\u308a\u306b\u305b\u305a\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u308b\u4f5c\u696d\u306e\u9014\u4e2d\u306b\u4eba\u9593\u304c\u5165\u3063\u3066\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3001\u5fc5\u8981\u306a\u3089\u624b\u3092\u5165\u308c\u308b\u3068\u3044\u3046\u8a2d\u8a08\u65b9\u91dd\u3060\u3002<\/p>\n<p>\u305f\u3068\u3048\u308b\u306a\u3089\u3001\u65b0\u4eba\u30b9\u30bf\u30c3\u30d5\u304c\u66f8\u985e\u306e\u4e0b\u66f8\u304d\u3092\u3064\u304f\u308a\u3001\u5148\u8f29\u304c\u305d\u308c\u3092\u898b\u3066\u300c\u3053\u3053\u306f\u3053\u3046\u76f4\u305d\u3046\u300d\u3068\u624b\u3092\u5165\u308c\u308b\u4e8c\u4eba\u4e09\u811a\u306e\u3084\u308a\u65b9\u3092\u3001AI\u3068\u4eba\u9593\u306e\u3042\u3044\u3060\u306b\u6301\u3061\u8fbc\u3093\u3060\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n<p>\u4eba\u9593\u3092\u631f\u3080\u306e\u306f\u3001AI\u306b\u306f\u81ea\u5206\u3067\u6c17\u3065\u3051\u306a\u3044\u9818\u57df\u304c\u3042\u308b\u304b\u3089\u3060\u3002AI\u306f\u81a8\u5927\u306a\u91cf\u3092\u3068\u3066\u3082\u901f\u304f\u3053\u306a\u305b\u308b\u304c\u3001\u3044\u307e\u3067\u3082\u300c\u3053\u308c\u306f\u5371\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u300c\u3053\u306e\u5834\u9762\u3067\u306f\u30ba\u30ec\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u3092\u81ea\u5206\u3067\u306f\u898b\u629c\u3051\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002\u305d\u3053\u3067\u3001AI\u306b\u306f\u4e0b\u3054\u3057\u3089\u3048\u307e\u3067\u3092\u4efb\u305b\u3001\u6700\u5f8c\u306eOK\u306f\u4eba\u9593\u304c\u51fa\u3059\u3002<\/p>\n<p>\u3061\u3087\u3046\u3069\u3001\u6599\u7406\u306e\u4e0b\u3054\u3057\u3089\u3048\u306f\u898b\u7fd2\u3044\u304c\u53d7\u3051\u6301\u3061\u3001\u5473\u898b\u3068\u76db\u308a\u4ed8\u3051\u306e\u5224\u65ad\u306f\u6599\u7406\u9577\u304c\u304a\u3053\u306a\u3046\u53a8\u623f\u306e\u3088\u3046\u306a\u5f79\u5272\u5206\u62c5\u3060\u3002<\/p>\n<h2>\u4eba\u9593\u306e\u95a2\u4e0e\u30ec\u30d9\u30eb\u306f3\u6bb5\u968e<\/h2>\n<p>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306f\u3001AI\u3092\u3069\u308c\u304f\u3089\u3044\u4e00\u4eba\u7acb\u3061\u3055\u305b\u308b\u304b\u3092\u6c7a\u3081\u308b\u4e09\u6bb5\u968e\u306e\u3046\u3061\u3001\u4eba\u9593\u306e\u95a2\u4e0e\u304c\u3044\u3061\u3070\u3093\u5f37\u3044\u3084\u308a\u65b9\u306b\u3042\u305f\u308b\u3002\u4e09\u6bb5\u968e\u3068\u306f\u3001\u5224\u65ad\u306e\u305f\u3073\u306b\u4eba\u9593\u306e\u78ba\u8a8d\u3092\u306f\u3055\u3080\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u3001AI\u306b\u57fa\u672c\u306f\u4efb\u305b\u3066\u4eba\u9593\u306f\u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u5f79\u306b\u56de\u308b\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-on-the-Loop\uff09\u3001\u4eba\u9593\u306f\u307b\u307c\u95a2\u308f\u3089\u305a\u5b8c\u5168\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3059\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-out-of-the-Loop\uff09\u3092\u6307\u3059\u3002<\/p>\n<p>\u904b\u8ee2\u306b\u305f\u3068\u3048\u308b\u306a\u3089\u3001\u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b\u3001\u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b\u3001\u305d\u3057\u3066\u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b\u3001\u3068\u4e26\u3079\u308b\u3068\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u3002<\/p>\n<p>\u5371\u306a\u3055\u3084\u5f71\u97ff\u304c\u5927\u304d\u3044\u4ed5\u4e8b\u307b\u3069\u4eba\u9593\u5bc4\u308a\u306b\u3001\u6163\u308c\u305f\u4ed5\u4e8b\u307b\u3069AI\u5bc4\u308a\u306b\u7f6e\u3044\u3066\u3044\u304f\u3001\u3068\u8003\u3048\u308b\u3068\u3088\u3044\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6bb5\u968e<\/th>\n<th>\u4eba\u9593\u306e\u95a2\u308f\u308a\u65b9<\/th>\n<th>\u904b\u8ee2\u306b\u305f\u3068\u3048\u308b\u3068<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7<\/td>\n<td>\u5224\u65ad\u306e\u305f\u3073\u306b\u78ba\u8a8d\u30fb\u627f\u8a8d\u3059\u308b<\/td>\n<td>\u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b<\/td>\n<\/tr>\n<tr>\n<td>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7<\/td>\n<td>\u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u3001\u5fc5\u8981\u306a\u3068\u304d\u3060\u3051\u4ecb\u5165\u3059\u308b<\/td>\n<td>\u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b<\/td>\n<\/tr>\n<tr>\n<td>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7<\/td>\n<td>\u307b\u3068\u3093\u3069\u95a2\u308f\u3089\u305a\u3001AI\u306b\u4efb\u305b\u304d\u308b<\/td>\n<td>\u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u8a9e\u6e90\u30fb\u63d0\u5531\u8005<\/h2>\n<p>Human-in-the-Loop \u306e\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u3001AI\u30d6\u30fc\u30e0\u3088\u308a\u305a\u3063\u3068\u524d\u30011940\u301c1950\u5e74\u4ee3\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30af\u30b9\uff08\u6a5f\u68b0\u3068\u751f\u304d\u7269\u306e\u52d5\u304d\u3092\u540c\u3058\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u7814\u7a76\u5206\u91ce\uff09\u306b\u3055\u304b\u306e\u307c\u308b\u3002\u6570\u5b66\u8005 <ruby>Norbert<rt>\u30ce\u30fc\u30d0\u30fc\u30c8<\/rt><\/ruby> <ruby>Wiener<rt>\u30a6\u30a3\u30fc\u30ca\u30fc<\/rt><\/ruby> \u306f <ruby>Julian<rt>\u30b8\u30e5\u30ea\u30a2\u30f3<\/rt><\/ruby> <ruby>Bigelow<rt>\u30d3\u30b2\u30ed\u30fc<\/rt><\/ruby> \u3068\u3068\u3082\u306b\u3001\u8ecd\u4e8b\u76ee\u7684\u306e\u5bfe\u7a7a\u7832\u706b\u306e\u7ba1\u5236\u30b7\u30b9\u30c6\u30e0\uff08\u98db\u884c\u6a5f\u3092\u6483\u3064\u5927\u7832\u306e\u72d9\u3044\u3092\u81ea\u52d5\u3067\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\uff09\u3092\u7814\u7a76\u3059\u308b\u306a\u304b\u3067\u3001\u6a5f\u68b0\u3068\u4eba\u9593\u306e\u52d5\u304d\u3092\u3072\u3068\u3064\u306e\u8f2a\u3068\u3057\u3066\u307e\u3068\u3081\u3066\u8003\u3048\u308b\u767a\u60f3\u3092\u6253\u3061\u51fa\u3057\u305f\u3002\u3053\u308c\u304c\u300c\u4eba\u9593\u3092\u8f2a\u306e\u306a\u304b\u306b\u7f6e\u304f\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u3082\u3068\u306b\u306a\u3063\u305f\u3002<\/p>\n<figure style=\"text-align: center; margin: 1.5em auto;\"><img decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/5\/56\/Norbert_Wiener.png\" alt=\"\u30ce\u30fc\u30d0\u30fc\u30c8\u30fb\u30a6\u30a3\u30fc\u30ca\u30fc\" style=\"width: 200px; max-width: 45%; height: auto; display: block; margin: 0 auto;\" \/><figcaption style=\"font-size: 0.85em; color: #666;\">\u30ce\u30fc\u30d0\u30fc\u30c8\u30fb\u30a6\u30a3\u30fc\u30ca\u30fc<br \/>\n\uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Norbert_Wiener\uff09<\/figcaption><\/figure>\n<p>1960\u5e74\u4ee3\u306b\u306f <ruby>John<rt>\u30b8\u30e7\u30f3<\/rt><\/ruby> <ruby>McCarthy<rt>\u30de\u30c3\u30ab\u30fc\u30b7\u30fc<\/rt><\/ruby> \u3089\u306eAI\u7814\u7a76\u304c\u59cb\u307e\u308a\u30011970\u5e74\u4ee3\u304b\u3089\u306f\u822a\u7a7a\u6a5f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08\u64cd\u7e26\u58eb\u306e\u8a13\u7df4\u7528\u306b\u672c\u7269\u306e\u3088\u3046\u306a\u64cd\u4f5c\u74b0\u5883\u3092\u518d\u73fe\u3059\u308b\u4ed5\u7d44\u307f\uff09\u3084\u8ecd\u4e8b\u7814\u7a76\u306e\u306a\u304b\u3067\u3001Human-in-the-Loop \u3068\u3044\u3046\u547c\u3073\u65b9\u304c\u5b9f\u7528\u7684\u306a\u7528\u8a9e\u3068\u3057\u3066\u5e83\u307e\u3063\u305f\u30021987\u5e74\u306b\u306f <ruby>Dana<rt>\u30c7\u30a4\u30ca<\/rt><\/ruby> <ruby>Angluin<rt>\u30a2\u30f3\u30b0\u30eb\u30a4\u30f3<\/rt><\/ruby> \u306b\u3088\u308b\u300c\u5148\u751f\u5f79\u306b\u8cea\u554f\u3057\u306a\u304c\u3089\u5b66\u3076AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u300d\u306e\u7814\u7a76\u304c\u7d9a\u304d\u30011990\u5e74\u4ee3\u4ee5\u964d\u306f\u4eba\u3068\u6a5f\u68b0\u306e\u3084\u308a\u53d6\u308a\u3092\u6271\u3046\u7814\u7a76\u5206\u91ce\uff08HCI\uff09\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5e83\u304c\u308a\u3092\u7d4c\u3066\u3001AI\u306e\u6587\u8108\u3067\u3082\u5b9a\u7740\u3057\u3066\u3044\u3063\u305f\u3002<\/p>\n<figure style=\"text-align: center; margin: 1.5em auto;\"><img decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/49\/John_McCarthy_Stanford.jpg\" alt=\"\u30b8\u30e7\u30f3\u30fb\u30de\u30c3\u30ab\u30fc\u30b7\u30fc\" style=\"width: 200px; max-width: 45%; height: auto; display: block; margin: 0 auto;\" \/><figcaption style=\"font-size: 0.85em; color: #666;\">\u30b8\u30e7\u30f3\u30fb\u30de\u30c3\u30ab\u30fc\u30b7\u30fc<br \/>\n\uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/John_McCarthy_(computer_scientist)\uff09<\/figcaption><\/figure>\n<p>\u8fd1\u5e74\u306f\u751f\u6210AI\u3084AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5897\u3048\u305f\u3053\u3068\u3067\u3001\u3042\u3089\u305f\u3081\u3066\u5b89\u5168\u306a\u4f7f\u3044\u65b9\u306e\u578b\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002<\/p>\n<h2>\u30ea\u30b9\u30af\u3084\u78ba\u4fe1\u5ea6\u306b\u3088\u3063\u3066\u4eba\u9593\u306e\u95a2\u4e0e\u3092\u6c7a\u3081\u308b<\/h2>\n<p>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306e\u4e2d\u8eab\u306f\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u308b\u4f5c\u696d\u306e\u6d41\u308c\u306e\u306a\u304b\u306b\u3001\u4eba\u9593\u304c\u300c\u3061\u3087\u3063\u3068\u5f85\u3063\u305f\u300d\u3068\u5165\u308b\u5834\u6240\u3092\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3057\u3066\u304a\u304f\u3053\u3068\u306b\u5c3d\u304d\u308b\u3002<\/p>\n<p>\u52d5\u304d\u306e\u6d41\u308c\u306f\u3001AI\u304c\u51fa\u529b\u3054\u3068\u306b\u300c\u3069\u308c\u304f\u3089\u3044\u78ba\u304b\u3089\u3057\u3044\u304b\u300d\u306e\u6570\u5024\uff08\u78ba\u4fe1\u5ea6\u30b9\u30b3\u30a2\uff09\u3092\u8fd4\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308b\u3002\u78ba\u4fe1\u5ea6\u30b9\u30b3\u30a2\u306f\u304a\u304a\u3080\u306d0\u301c1\u306e\u7bc4\u56f2\u3092\u53d6\u308a\u3001\u305f\u3068\u3048\u3070\u300c\u3053\u306e\u30e1\u30fc\u30eb\u306f\u8ff7\u60d1\u30e1\u30fc\u30eb\uff08\u78ba\u4fe1\u5ea60.98\uff09\u300d\u300c\u3053\u306e\u753b\u50cf\u306f\u72ac\u306b\u898b\u3048\u308b\uff08\u78ba\u4fe1\u5ea60.55\uff09\u300d\u306e\u3088\u3046\u306b\u3001AI\u306e\u7b54\u3048\u306b\u6dfb\u3046\u3002\u3042\u3089\u304b\u3058\u3081\u6c7a\u3081\u305f\u57fa\u6e96\u5024\uff08\u305f\u3068\u3048\u30700.9\uff09\u3092\u4e0a\u56de\u308b\u3082\u306e\u306f\u3001\u305d\u306e\u307e\u307e\u51e6\u7406\u3092\u9032\u3081\u308b\u3002\u57fa\u6e96\u5024\u3092\u4e0b\u56de\u308b\u3082\u306e\u3084\u3001\u5f71\u97ff\u304c\u5927\u304d\u3044\u5224\u65ad\u3060\u3051\u3001AI\u306f\u624b\u3092\u6b62\u3081\u3066\u4eba\u9593\u306b\u78ba\u8a8d\u3092\u6c42\u3081\u308b\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u78ba\u4fe1\u5ea6\u30b9\u30b3\u30a2\u306f\u3088\u304f\u3042\u308b\u76ee\u5b89\u306e\u3072\u3068\u3064\u3067\u3001\u3053\u308c\u3060\u3051\u3067\u5206\u5c90\u3092\u6c7a\u3081\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u300c\u91d1\u984d\u304c\u4e00\u5b9a\u3092\u8d85\u3048\u308b\u53d6\u5f15\u306f\u5fc5\u305a\u4eba\u9593\u304c\u627f\u8a8d\u3059\u308b\u300d\u300c\u793e\u5916\u5411\u3051\u306e\u9001\u4fe1\u306f\u6bce\u56de\u78ba\u8a8d\u3092\u306f\u3055\u3080\u300d\u3068\u3044\u3063\u305f\u30eb\u30fc\u30eb\u3092\u8a2d\u8a08\u6642\u306b\u6c7a\u3081\u3066\u304a\u304f\u65b9\u6cd5\u3084\u3001\u5185\u5bb9\u306e\u30ea\u30b9\u30af\u533a\u5206\u306b\u5fdc\u3058\u3066\u4eba\u9593\u3078\u56de\u3059\u65b9\u6cd5\u3082\u3042\u308a\u3001\u5b9f\u52d9\u3067\u306f\u3053\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3002<\/p>\n<p>\u4eba\u9593\u306f\u305d\u308c\u3092\u898b\u3066\u3001\u305d\u306e\u307e\u307eOK\u3092\u51fa\u3059\u3001\u5c11\u3057\u76f4\u3057\u3066OK\u3092\u51fa\u3059\u3001\u3084\u308a\u76f4\u3057\u3092\u547d\u3058\u308b\u3001\u306e\u3069\u308c\u304b\u3092\u9078\u3076\u3002\u8cac\u4efb\u306e\u91cd\u3044\u6700\u5f8c\u306e\u4e00\u62bc\u3057\u306f\u4eba\u9593\u304c\u63e1\u308a\u7d9a\u3051\u308b\u3001\u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u6838\u306b\u3042\u308b\u3002<\/p>\n<h2>\u5f8c\u623b\u308a\u3067\u304d\u306a\u3044\u3068\u3053\u308d\u3067\u78ba\u8a8d\u3059\u308b<\/h2>\n<p>\u3044\u3061\u3070\u3093\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u4f7f\u3044\u3069\u3053\u308d\u306f\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u300c\u5f8c\u623b\u308a\u3067\u304d\u306a\u3044\u64cd\u4f5c\u300d\u306e\u76f4\u524d\u306b\u3001\u4eba\u9593\u306e\u627f\u8a8d\u3092\u306f\u3055\u3080\u8a2d\u8a08\u3060\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u793e\u5916\u5411\u3051\u30e1\u30fc\u30eb\u3092\u81ea\u52d5\u3067\u9001\u308d\u3046\u3068\u3059\u308bAI\u306b\u3001\u9001\u4fe1\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u4e00\u6b69\u624b\u524d\u3067\u5fc5\u305a\u4e0b\u66f8\u304d\u3092\u4eba\u9593\u306b\u898b\u305b\u308b\u3002\u62c5\u5f53\u8005\u306f\u5b9b\u5148\u3068\u672c\u6587\u3092\u78ba\u8a8d\u3057\u3001\u554f\u984c\u306a\u3051\u308c\u3070\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3001\u6c17\u306b\u306a\u308b\u7b87\u6240\u304c\u3042\u308c\u3070\u66f8\u304d\u76f4\u3055\u305b\u3066\u304b\u3089\u9001\u308b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/07\/hitl-1.png\" alt=\"\" width=\"1024\" height=\"559\" class=\"alignnone size-large wp-image-38923\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/07\/hitl-1.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/07\/hitl-1-300x164.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/07\/hitl-1-768x419.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u9867\u5ba2\u5bfe\u5fdc\u306eAI\u304c\u300c\u8fd4\u91d1\u3057\u307e\u3059\u300d\u306e\u3088\u3046\u306a\u53d6\u308a\u8fd4\u3057\u306e\u3064\u304b\u306a\u3044\u5224\u65ad\u3092\u3057\u305d\u3046\u306a\u3068\u304d\u3082\u540c\u3058\u3067\u3001AI\u306f\u64cd\u4f5c\u306e\u5185\u5bb9\u3068\u305d\u306e\u7406\u7531\u3092\u77ed\u304f\u307e\u3068\u3081\u3066\u62c5\u5f53\u8005\u306b\u898b\u305b\u3001\u62c5\u5f53\u8005\u304cOK\u3092\u51fa\u3057\u305f\u3068\u304d\u306b\u3060\u3051\u5b9f\u884c\u3059\u308b\u3002<\/p>\n<p>\u72d9\u3044\u306f\u3001AI\u306b\u3088\u308b\u6642\u77ed\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u6b8b\u3057\u3064\u3064\u3001\u5927\u4e8b\u306a\u5224\u65ad\u306e\u30cf\u30f3\u30b3\u306f\u4eba\u9593\u304c\u62bc\u3059\u3068\u3044\u3046\u5f79\u5272\u3092\u5b88\u308b\u3053\u3068\u306b\u7f6e\u304f\u3002\u305f\u3060\u6a5f\u68b0\u7684\u306b\u4eba\u9593\u3092\u631f\u3080\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u3069\u3053\u307e\u3067AI\u306b\u4efb\u305b\u3001\u3069\u3053\u304b\u3089\u4eba\u9593\u3092\u547c\u3073\u623b\u3059\u304b\u300d\u3092\u6700\u521d\u306b\u304d\u3061\u3093\u3068\u6c7a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u3046\u307e\u304f\u904b\u7528\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u306e\u5206\u304b\u308c\u76ee\u306b\u306a\u308b\u3002<\/p>\n<h2>\u95a2\u9023\u7528\u8a9e<\/h2>\n<ul>\n<li>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-on-the-Loop\uff09<\/li>\n<li>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-out-of-the-Loop\uff09<\/li>\n<li>\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\uff08Active Learning\uff09<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI\u306e\u52d5\u304d\u306e\u9014\u4e2d\u306b\u4eba\u9593\u304c\u78ba\u8a8d\u3084\u4fee\u6b63\u3092\u5dee\u3057\u8fbc\u3080\u8a2d\u8a08<\/p>\n","protected":false},"author":61,"featured_media":38930,"template":"","meta":{"_monsterinsights_skip_tracking":false,"English":"Human-in-the-Loop","design_hint":"\u4efb\u305b\u304d\u308a\u306b\u3057\u306a\u3044\u306e\u306f\u3001\u4e0d\u4fe1\u3067\u306f\u306a\u304f\u8a2d\u8a08\u3060\u3002\u3069\u3053\u3067\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u304b\u306e\u7f6e\u304d\u65b9\u304c\u3001\u4fe1\u983c\u3092\u6c7a\u3081\u308b\u3002\u5168\u90e8\u4eba\u3082\u5168\u90e8\u81ea\u52d5\u3082\u9078\u3070\u305a\u3001\u5883\u754c\u3092\u5f15\u3051\u3002","footnotes":""},"glossary-category":[562,22],"glossary_tag":[],"class_list":["post-38919","glossary","type-glossary","status-publish","has-post-thumbnail","hentry","glossary-category-ai","glossary-category-tools-frameworks-methodologies"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 | UX TIMES<\/title>\n<meta name=\"description\" content=\"\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-in-the-Loop\uff09\u3068\u306f\u3001AI\u306b\u5168\u90e8\u3092\u4efb\u305b\u304d\u308a\u306b\u305b\u305a\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u308b\u4f5c\u696d\u306e\u9014\u4e2d\u306b\u4eba\u9593\u304c\u5165\u3063\u3066\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3001\u5fc5\u8981\u306a\u3089\u624b\u3092\u5165\u308c\u308b\u3068\u3044\u3046\u8a2d\u8a08\u65b9\u91dd\u3060\u3002  \u305f\u3068\u3048\u308b\u306a\u3089\u3001\u65b0\u4eba\u30b9\u30bf\u30c3\u30d5\u304c\u66f8\u985e\u306e\u4e0b\u66f8\u304d\u3092\u3064\u304f\u308a\u3001\u5148\u8f29\u304c\u305d\u308c\u3092\u898b\u3066\u300c\u3053\u3053\u306f\u3053\u3046\u76f4\u305d\u3046\u300d\u3068\u624b\u3092\u5165\u308c\u308b\u4e8c\u4eba\u4e09\u811a\u306e\u3084\u308a\u65b9\u3092\u3001AI\u3068\u4eba\u9593\u306e\u3042\u3044\u3060\u306b\u6301\u3061\u8fbc\u3093\u3060\u3082\u306e\u3067\u3042\u308b\u3002  \u4eba\u9593\u3092\u631f\u3080\u306e\u306f\u3001AI\u306b\u306f\u81ea\u5206\u3067\u6c17\u3065\u3051\u306a\u3044\u9818\u57df\u304c\u3042\u308b\u304b\u3089\u3060\u3002AI\u306f\u81a8\u5927\u306a\u91cf\u3092\u3068\u3066\u3082\u901f\u304f\u3053\u306a\u305b\u308b\u304c\u3001\u3044\u307e\u3067\u3082\u300c\u3053\u308c\u306f\u5371\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u300c\u3053\u306e\u5834\u9762\u3067\u306f\u30ba\u30ec\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u3092\u81ea\u5206\u3067\u306f\u898b\u629c\u3051\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002\u305d\u3053\u3067\u3001AI\u306b\u306f\u4e0b\u3054\u3057\u3089\u3048\u307e\u3067\u3092\u4efb\u305b\u3001\u6700\u5f8c\u306eOK\u306f\u4eba\u9593\u304c\u51fa\u3059\u3002  \u3061\u3087\u3046\u3069\u3001\u6599\u7406\u306e\u4e0b\u3054\u3057\u3089\u3048\u306f\u898b\u7fd2\u3044\u304c\u53d7\u3051\u6301\u3061\u3001\u5473\u898b\u3068\u76db\u308a\u4ed8\u3051\u306e\u5224\u65ad\u306f\u6599\u7406\u9577\u304c\u304a\u3053\u306a\u3046\u53a8\u623f\u306e\u3088\u3046\u306a\u5f79\u5272\u5206\u62c5\u3060\u3002 \u4eba\u9593\u306e\u95a2\u4e0e\u30ec\u30d9\u30eb\u306f3\u6bb5\u968e \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306f\u3001AI\u3092\u3069\u308c\u304f\u3089\u3044\u4e00\u4eba\u7acb\u3061\u3055\u305b\u308b\u304b\u3092\u6c7a\u3081\u308b\u4e09\u6bb5\u968e\u306e\u3046\u3061\u3001\u4eba\u9593\u306e\u95a2\u4e0e\u304c\u3044\u3061\u3070\u3093\u5f37\u3044\u3084\u308a\u65b9\u306b\u3042\u305f\u308b\u3002\u4e09\u6bb5\u968e\u3068\u306f\u3001\u5224\u65ad\u306e\u305f\u3073\u306b\u4eba\u9593\u306e\u78ba\u8a8d\u3092\u306f\u3055\u3080\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u3001AI\u306b\u57fa\u672c\u306f\u4efb\u305b\u3066\u4eba\u9593\u306f\u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u5f79\u306b\u56de\u308b\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-on-the-Loop\uff09\u3001\u4eba\u9593\u306f\u307b\u307c\u95a2\u308f\u3089\u305a\u5b8c\u5168\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3059\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-out-of-the-Loop\uff09\u3092\u6307\u3059\u3002 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\u306e\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u3001AI\u30d6\u30fc\u30e0\u3088\u308a\u305a\u3063\u3068\u524d\u30011940\u301c1950\u5e74\u4ee3\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30af\u30b9\uff08\u6a5f\u68b0\u3068\u751f\u304d\u7269\u306e\u52d5\u304d\u3092\u540c\u3058\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u7814\u7a76\u5206\u91ce\uff09\u306b\u3055\u304b\u306e\u307c\u308b\u3002\u6570\u5b66\u8005 Norbert\u30ce\u30fc\u30d0\u30fc\u30c8 Wiener\u30a6\u30a3\u30fc\u30ca\u30fc \u306f Julian\u30b8\u30e5\u30ea\u30a2\u30f3 Bigelow\u30d3\u30b2\u30ed\u30fc 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\u72d9\u3044\u306f\u3001AI\u306b\u3088\u308b\u6642\u77ed\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u6b8b\u3057\u3064\u3064\u3001\u5927\u4e8b\u306a\u5224\u65ad\u306e\u30cf\u30f3\u30b3\u306f\u4eba\u9593\u304c\u62bc\u3059\u3068\u3044\u3046\u5f79\u5272\u3092\u5b88\u308b\u3053\u3068\u306b\u7f6e\u304f\u3002\u305f\u3060\u6a5f\u68b0\u7684\u306b\u4eba\u9593\u3092\u631f\u3080\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u3069\u3053\u307e\u3067AI\u306b\u4efb\u305b\u3001\u3069\u3053\u304b\u3089\u4eba\u9593\u3092\u547c\u3073\u623b\u3059\u304b\u300d\u3092\u6700\u521d\u306b\u304d\u3061\u3093\u3068\u6c7a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u3046\u307e\u304f\u904b\u7528\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u306e\u5206\u304b\u308c\u76ee\u306b\u306a\u308b\u3002 \u95a2\u9023\u7528\u8a9e   \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-on-the-Loop\uff09  \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-out-of-the-Loop\uff09  \u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\uff08Active Learning\uff09\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/human-in-the-loop\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 | UX TIMES\" \/>\n<meta property=\"og:description\" content=\"\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-in-the-Loop\uff09\u3068\u306f\u3001AI\u306b\u5168\u90e8\u3092\u4efb\u305b\u304d\u308a\u306b\u305b\u305a\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u308b\u4f5c\u696d\u306e\u9014\u4e2d\u306b\u4eba\u9593\u304c\u5165\u3063\u3066\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3001\u5fc5\u8981\u306a\u3089\u624b\u3092\u5165\u308c\u308b\u3068\u3044\u3046\u8a2d\u8a08\u65b9\u91dd\u3060\u3002  \u305f\u3068\u3048\u308b\u306a\u3089\u3001\u65b0\u4eba\u30b9\u30bf\u30c3\u30d5\u304c\u66f8\u985e\u306e\u4e0b\u66f8\u304d\u3092\u3064\u304f\u308a\u3001\u5148\u8f29\u304c\u305d\u308c\u3092\u898b\u3066\u300c\u3053\u3053\u306f\u3053\u3046\u76f4\u305d\u3046\u300d\u3068\u624b\u3092\u5165\u308c\u308b\u4e8c\u4eba\u4e09\u811a\u306e\u3084\u308a\u65b9\u3092\u3001AI\u3068\u4eba\u9593\u306e\u3042\u3044\u3060\u306b\u6301\u3061\u8fbc\u3093\u3060\u3082\u306e\u3067\u3042\u308b\u3002  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\u3061\u3087\u3046\u3069\u3001\u6599\u7406\u306e\u4e0b\u3054\u3057\u3089\u3048\u306f\u898b\u7fd2\u3044\u304c\u53d7\u3051\u6301\u3061\u3001\u5473\u898b\u3068\u76db\u308a\u4ed8\u3051\u306e\u5224\u65ad\u306f\u6599\u7406\u9577\u304c\u304a\u3053\u306a\u3046\u53a8\u623f\u306e\u3088\u3046\u306a\u5f79\u5272\u5206\u62c5\u3060\u3002 \u4eba\u9593\u306e\u95a2\u4e0e\u30ec\u30d9\u30eb\u306f3\u6bb5\u968e \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306f\u3001AI\u3092\u3069\u308c\u304f\u3089\u3044\u4e00\u4eba\u7acb\u3061\u3055\u305b\u308b\u304b\u3092\u6c7a\u3081\u308b\u4e09\u6bb5\u968e\u306e\u3046\u3061\u3001\u4eba\u9593\u306e\u95a2\u4e0e\u304c\u3044\u3061\u3070\u3093\u5f37\u3044\u3084\u308a\u65b9\u306b\u3042\u305f\u308b\u3002\u4e09\u6bb5\u968e\u3068\u306f\u3001\u5224\u65ad\u306e\u305f\u3073\u306b\u4eba\u9593\u306e\u78ba\u8a8d\u3092\u306f\u3055\u3080\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u3001AI\u306b\u57fa\u672c\u306f\u4efb\u305b\u3066\u4eba\u9593\u306f\u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u5f79\u306b\u56de\u308b\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-on-the-Loop\uff09\u3001\u4eba\u9593\u306f\u307b\u307c\u95a2\u308f\u3089\u305a\u5b8c\u5168\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3059\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-out-of-the-Loop\uff09\u3092\u6307\u3059\u3002  \u904b\u8ee2\u306b\u305f\u3068\u3048\u308b\u306a\u3089\u3001\u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b\u3001\u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b\u3001\u305d\u3057\u3066\u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b\u3001\u3068\u4e26\u3079\u308b\u3068\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u3002  \u5371\u306a\u3055\u3084\u5f71\u97ff\u304c\u5927\u304d\u3044\u4ed5\u4e8b\u307b\u3069\u4eba\u9593\u5bc4\u308a\u306b\u3001\u6163\u308c\u305f\u4ed5\u4e8b\u307b\u3069AI\u5bc4\u308a\u306b\u7f6e\u3044\u3066\u3044\u304f\u3001\u3068\u8003\u3048\u308b\u3068\u3088\u3044\u3002    \u6bb5\u968e \u4eba\u9593\u306e\u95a2\u308f\u308a\u65b9 \u904b\u8ee2\u306b\u305f\u3068\u3048\u308b\u3068     \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u5224\u65ad\u306e\u305f\u3073\u306b\u78ba\u8a8d\u30fb\u627f\u8a8d\u3059\u308b \u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b   \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u3001\u5fc5\u8981\u306a\u3068\u304d\u3060\u3051\u4ecb\u5165\u3059\u308b \u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b   \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u307b\u3068\u3093\u3069\u95a2\u308f\u3089\u305a\u3001AI\u306b\u4efb\u305b\u304d\u308b \u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b    \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 Human-in-the-Loop \u306e\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u3001AI\u30d6\u30fc\u30e0\u3088\u308a\u305a\u3063\u3068\u524d\u30011940\u301c1950\u5e74\u4ee3\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30af\u30b9\uff08\u6a5f\u68b0\u3068\u751f\u304d\u7269\u306e\u52d5\u304d\u3092\u540c\u3058\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u7814\u7a76\u5206\u91ce\uff09\u306b\u3055\u304b\u306e\u307c\u308b\u3002\u6570\u5b66\u8005 Norbert\u30ce\u30fc\u30d0\u30fc\u30c8 Wiener\u30a6\u30a3\u30fc\u30ca\u30fc \u306f Julian\u30b8\u30e5\u30ea\u30a2\u30f3 Bigelow\u30d3\u30b2\u30ed\u30fc \u3068\u3068\u3082\u306b\u3001\u8ecd\u4e8b\u76ee\u7684\u306e\u5bfe\u7a7a\u7832\u706b\u306e\u7ba1\u5236\u30b7\u30b9\u30c6\u30e0\uff08\u98db\u884c\u6a5f\u3092\u6483\u3064\u5927\u7832\u306e\u72d9\u3044\u3092\u81ea\u52d5\u3067\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\uff09\u3092\u7814\u7a76\u3059\u308b\u306a\u304b\u3067\u3001\u6a5f\u68b0\u3068\u4eba\u9593\u306e\u52d5\u304d\u3092\u3072\u3068\u3064\u306e\u8f2a\u3068\u3057\u3066\u307e\u3068\u3081\u3066\u8003\u3048\u308b\u767a\u60f3\u3092\u6253\u3061\u51fa\u3057\u305f\u3002\u3053\u308c\u304c\u300c\u4eba\u9593\u3092\u8f2a\u306e\u306a\u304b\u306b\u7f6e\u304f\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u3082\u3068\u306b\u306a\u3063\u305f\u3002  \u30ce\u30fc\u30d0\u30fc\u30c8\u30fb\u30a6\u30a3\u30fc\u30ca\u30fc \uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Norbert_Wiener\uff09 1960\u5e74\u4ee3\u306b\u306f John\u30b8\u30e7\u30f3 McCarthy\u30de\u30c3\u30ab\u30fc\u30b7\u30fc \u3089\u306eAI\u7814\u7a76\u304c\u59cb\u307e\u308a\u30011970\u5e74\u4ee3\u304b\u3089\u306f\u822a\u7a7a\u6a5f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08\u64cd\u7e26\u58eb\u306e\u8a13\u7df4\u7528\u306b\u672c\u7269\u306e\u3088\u3046\u306a\u64cd\u4f5c\u74b0\u5883\u3092\u518d\u73fe\u3059\u308b\u4ed5\u7d44\u307f\uff09\u3084\u8ecd\u4e8b\u7814\u7a76\u306e\u306a\u304b\u3067\u3001Human-in-the-Loop \u3068\u3044\u3046\u547c\u3073\u65b9\u304c\u5b9f\u7528\u7684\u306a\u7528\u8a9e\u3068\u3057\u3066\u5e83\u307e\u3063\u305f\u30021987\u5e74\u306b\u306f Dana\u30c7\u30a4\u30ca Angluin\u30a2\u30f3\u30b0\u30eb\u30a4\u30f3 \u306b\u3088\u308b\u300c\u5148\u751f\u5f79\u306b\u8cea\u554f\u3057\u306a\u304c\u3089\u5b66\u3076AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u300d\u306e\u7814\u7a76\u304c\u7d9a\u304d\u30011990\u5e74\u4ee3\u4ee5\u964d\u306f\u4eba\u3068\u6a5f\u68b0\u306e\u3084\u308a\u53d6\u308a\u3092\u6271\u3046\u7814\u7a76\u5206\u91ce\uff08HCI\uff09\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5e83\u304c\u308a\u3092\u7d4c\u3066\u3001AI\u306e\u6587\u8108\u3067\u3082\u5b9a\u7740\u3057\u3066\u3044\u3063\u305f\u3002  \u30b8\u30e7\u30f3\u30fb\u30de\u30c3\u30ab\u30fc\u30b7\u30fc \uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/John_McCarthy_(computer_scientist)\uff09 \u8fd1\u5e74\u306f\u751f\u6210AI\u3084AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5897\u3048\u305f\u3053\u3068\u3067\u3001\u3042\u3089\u305f\u3081\u3066\u5b89\u5168\u306a\u4f7f\u3044\u65b9\u306e\u578b\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002 \u30ea\u30b9\u30af\u3084\u78ba\u4fe1\u5ea6\u306b\u3088\u3063\u3066\u4eba\u9593\u306e\u95a2\u4e0e\u3092\u6c7a\u3081\u308b \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306e\u4e2d\u8eab\u306f\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u308b\u4f5c\u696d\u306e\u6d41\u308c\u306e\u306a\u304b\u306b\u3001\u4eba\u9593\u304c\u300c\u3061\u3087\u3063\u3068\u5f85\u3063\u305f\u300d\u3068\u5165\u308b\u5834\u6240\u3092\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3057\u3066\u304a\u304f\u3053\u3068\u306b\u5c3d\u304d\u308b\u3002  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\u904b\u8ee2\u306b\u305f\u3068\u3048\u308b\u306a\u3089\u3001\u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b\u3001\u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b\u3001\u305d\u3057\u3066\u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b\u3001\u3068\u4e26\u3079\u308b\u3068\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u3002 \u5371\u306a\u3055\u3084\u5f71\u97ff\u304c\u5927\u304d\u3044\u4ed5\u4e8b\u307b\u3069\u4eba\u9593\u5bc4\u308a\u306b\u3001\u6163\u308c\u305f\u4ed5\u4e8b\u307b\u3069AI\u5bc4\u308a\u306b\u7f6e\u3044\u3066\u3044\u304f\u3001\u3068\u8003\u3048\u308b\u3068\u3088\u3044\u3002 \u6bb5\u968e \u4eba\u9593\u306e\u95a2\u308f\u308a\u65b9 \u904b\u8ee2\u306b\u305f\u3068\u3048\u308b\u3068 \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u5224\u65ad\u306e\u305f\u3073\u306b\u78ba\u8a8d\u30fb\u627f\u8a8d\u3059\u308b \u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u3001\u5fc5\u8981\u306a\u3068\u304d\u3060\u3051\u4ecb\u5165\u3059\u308b \u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u307b\u3068\u3093\u3069\u95a2\u308f\u3089\u305a\u3001AI\u306b\u4efb\u305b\u304d\u308b \u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 Human-in-the-Loop \u306e\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u3001AI\u30d6\u30fc\u30e0\u3088\u308a\u305a\u3063\u3068\u524d\u30011940\u301c1950\u5e74\u4ee3\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30af\u30b9\uff08\u6a5f\u68b0\u3068\u751f\u304d\u7269\u306e\u52d5\u304d\u3092\u540c\u3058\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u7814\u7a76\u5206\u91ce\uff09\u306b\u3055\u304b\u306e\u307c\u308b\u3002\u6570\u5b66\u8005 Norbert\u30ce\u30fc\u30d0\u30fc\u30c8 Wiener\u30a6\u30a3\u30fc\u30ca\u30fc \u306f Julian\u30b8\u30e5\u30ea\u30a2\u30f3 Bigelow\u30d3\u30b2\u30ed\u30fc \u3068\u3068\u3082\u306b\u3001\u8ecd\u4e8b\u76ee\u7684\u306e\u5bfe\u7a7a\u7832\u706b\u306e\u7ba1\u5236\u30b7\u30b9\u30c6\u30e0\uff08\u98db\u884c\u6a5f\u3092\u6483\u3064\u5927\u7832\u306e\u72d9\u3044\u3092\u81ea\u52d5\u3067\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\uff09\u3092\u7814\u7a76\u3059\u308b\u306a\u304b\u3067\u3001\u6a5f\u68b0\u3068\u4eba\u9593\u306e\u52d5\u304d\u3092\u3072\u3068\u3064\u306e\u8f2a\u3068\u3057\u3066\u307e\u3068\u3081\u3066\u8003\u3048\u308b\u767a\u60f3\u3092\u6253\u3061\u51fa\u3057\u305f\u3002\u3053\u308c\u304c\u300c\u4eba\u9593\u3092\u8f2a\u306e\u306a\u304b\u306b\u7f6e\u304f\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u3082\u3068\u306b\u306a\u3063\u305f\u3002 \u30ce\u30fc\u30d0\u30fc\u30c8\u30fb\u30a6\u30a3\u30fc\u30ca\u30fc \uff08\u51fa\u5178\uff1ahttps:\\\/\\\/en.wikipedia.org\\\/wiki\\\/Norbert_Wiener\uff09 1960\u5e74\u4ee3\u306b\u306f John\u30b8\u30e7\u30f3 McCarthy\u30de\u30c3\u30ab\u30fc\u30b7\u30fc \u3089\u306eAI\u7814\u7a76\u304c\u59cb\u307e\u308a\u30011970\u5e74\u4ee3\u304b\u3089\u306f\u822a\u7a7a\u6a5f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08\u64cd\u7e26\u58eb\u306e\u8a13\u7df4\u7528\u306b\u672c\u7269\u306e\u3088\u3046\u306a\u64cd\u4f5c\u74b0\u5883\u3092\u518d\u73fe\u3059\u308b\u4ed5\u7d44\u307f\uff09\u3084\u8ecd\u4e8b\u7814\u7a76\u306e\u306a\u304b\u3067\u3001Human-in-the-Loop \u3068\u3044\u3046\u547c\u3073\u65b9\u304c\u5b9f\u7528\u7684\u306a\u7528\u8a9e\u3068\u3057\u3066\u5e83\u307e\u3063\u305f\u30021987\u5e74\u306b\u306f Dana\u30c7\u30a4\u30ca Angluin\u30a2\u30f3\u30b0\u30eb\u30a4\u30f3 \u306b\u3088\u308b\u300c\u5148\u751f\u5f79\u306b\u8cea\u554f\u3057\u306a\u304c\u3089\u5b66\u3076AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u300d\u306e\u7814\u7a76\u304c\u7d9a\u304d\u30011990\u5e74\u4ee3\u4ee5\u964d\u306f\u4eba\u3068\u6a5f\u68b0\u306e\u3084\u308a\u53d6\u308a\u3092\u6271\u3046\u7814\u7a76\u5206\u91ce\uff08HCI\uff09\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5e83\u304c\u308a\u3092\u7d4c\u3066\u3001AI\u306e\u6587\u8108\u3067\u3082\u5b9a\u7740\u3057\u3066\u3044\u3063\u305f\u3002 \u30b8\u30e7\u30f3\u30fb\u30de\u30c3\u30ab\u30fc\u30b7\u30fc \uff08\u51fa\u5178\uff1ahttps:\\\/\\\/en.wikipedia.org\\\/wiki\\\/John_McCarthy_(computer_scientist)\uff09 \u8fd1\u5e74\u306f\u751f\u6210AI\u3084AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5897\u3048\u305f\u3053\u3068\u3067\u3001\u3042\u3089\u305f\u3081\u3066\u5b89\u5168\u306a\u4f7f\u3044\u65b9\u306e\u578b\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002 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\u4eba\u9593\u306f\u305d\u308c\u3092\u898b\u3066\u3001\u305d\u306e\u307e\u307eOK\u3092\u51fa\u3059\u3001\u5c11\u3057\u76f4\u3057\u3066OK\u3092\u51fa\u3059\u3001\u3084\u308a\u76f4\u3057\u3092\u547d\u3058\u308b\u3001\u306e\u3069\u308c\u304b\u3092\u9078\u3076\u3002\u8cac\u4efb\u306e\u91cd\u3044\u6700\u5f8c\u306e\u4e00\u62bc\u3057\u306f\u4eba\u9593\u304c\u63e1\u308a\u7d9a\u3051\u308b\u3001\u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u6838\u306b\u3042\u308b\u3002 \u5f8c\u623b\u308a\u3067\u304d\u306a\u3044\u3068\u3053\u308d\u3067\u78ba\u8a8d\u3059\u308b \u3044\u3061\u3070\u3093\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u4f7f\u3044\u3069\u3053\u308d\u306f\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u300c\u5f8c\u623b\u308a\u3067\u304d\u306a\u3044\u64cd\u4f5c\u300d\u306e\u76f4\u524d\u306b\u3001\u4eba\u9593\u306e\u627f\u8a8d\u3092\u306f\u3055\u3080\u8a2d\u8a08\u3060\u3002 \u305f\u3068\u3048\u3070\u3001\u793e\u5916\u5411\u3051\u30e1\u30fc\u30eb\u3092\u81ea\u52d5\u3067\u9001\u308d\u3046\u3068\u3059\u308bAI\u306b\u3001\u9001\u4fe1\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u4e00\u6b69\u624b\u524d\u3067\u5fc5\u305a\u4e0b\u66f8\u304d\u3092\u4eba\u9593\u306b\u898b\u305b\u308b\u3002\u62c5\u5f53\u8005\u306f\u5b9b\u5148\u3068\u672c\u6587\u3092\u78ba\u8a8d\u3057\u3001\u554f\u984c\u306a\u3051\u308c\u3070\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3001\u6c17\u306b\u306a\u308b\u7b87\u6240\u304c\u3042\u308c\u3070\u66f8\u304d\u76f4\u3055\u305b\u3066\u304b\u3089\u9001\u308b\u3002 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\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u5224\u65ad\u306e\u305f\u3073\u306b\u78ba\u8a8d\u30fb\u627f\u8a8d\u3059\u308b \u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b   \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u3001\u5fc5\u8981\u306a\u3068\u304d\u3060\u3051\u4ecb\u5165\u3059\u308b \u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b   \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u307b\u3068\u3093\u3069\u95a2\u308f\u3089\u305a\u3001AI\u306b\u4efb\u305b\u304d\u308b \u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b    \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 Human-in-the-Loop \u306e\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u3001AI\u30d6\u30fc\u30e0\u3088\u308a\u305a\u3063\u3068\u524d\u30011940\u301c1950\u5e74\u4ee3\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30af\u30b9\uff08\u6a5f\u68b0\u3068\u751f\u304d\u7269\u306e\u52d5\u304d\u3092\u540c\u3058\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u7814\u7a76\u5206\u91ce\uff09\u306b\u3055\u304b\u306e\u307c\u308b\u3002\u6570\u5b66\u8005 Norbert\u30ce\u30fc\u30d0\u30fc\u30c8 Wiener\u30a6\u30a3\u30fc\u30ca\u30fc \u306f Julian\u30b8\u30e5\u30ea\u30a2\u30f3 Bigelow\u30d3\u30b2\u30ed\u30fc \u3068\u3068\u3082\u306b\u3001\u8ecd\u4e8b\u76ee\u7684\u306e\u5bfe\u7a7a\u7832\u706b\u306e\u7ba1\u5236\u30b7\u30b9\u30c6\u30e0\uff08\u98db\u884c\u6a5f\u3092\u6483\u3064\u5927\u7832\u306e\u72d9\u3044\u3092\u81ea\u52d5\u3067\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\uff09\u3092\u7814\u7a76\u3059\u308b\u306a\u304b\u3067\u3001\u6a5f\u68b0\u3068\u4eba\u9593\u306e\u52d5\u304d\u3092\u3072\u3068\u3064\u306e\u8f2a\u3068\u3057\u3066\u307e\u3068\u3081\u3066\u8003\u3048\u308b\u767a\u60f3\u3092\u6253\u3061\u51fa\u3057\u305f\u3002\u3053\u308c\u304c\u300c\u4eba\u9593\u3092\u8f2a\u306e\u306a\u304b\u306b\u7f6e\u304f\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u3082\u3068\u306b\u306a\u3063\u305f\u3002  \u30ce\u30fc\u30d0\u30fc\u30c8\u30fb\u30a6\u30a3\u30fc\u30ca\u30fc \uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Norbert_Wiener\uff09 1960\u5e74\u4ee3\u306b\u306f John\u30b8\u30e7\u30f3 McCarthy\u30de\u30c3\u30ab\u30fc\u30b7\u30fc \u3089\u306eAI\u7814\u7a76\u304c\u59cb\u307e\u308a\u30011970\u5e74\u4ee3\u304b\u3089\u306f\u822a\u7a7a\u6a5f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08\u64cd\u7e26\u58eb\u306e\u8a13\u7df4\u7528\u306b\u672c\u7269\u306e\u3088\u3046\u306a\u64cd\u4f5c\u74b0\u5883\u3092\u518d\u73fe\u3059\u308b\u4ed5\u7d44\u307f\uff09\u3084\u8ecd\u4e8b\u7814\u7a76\u306e\u306a\u304b\u3067\u3001Human-in-the-Loop \u3068\u3044\u3046\u547c\u3073\u65b9\u304c\u5b9f\u7528\u7684\u306a\u7528\u8a9e\u3068\u3057\u3066\u5e83\u307e\u3063\u305f\u30021987\u5e74\u306b\u306f Dana\u30c7\u30a4\u30ca Angluin\u30a2\u30f3\u30b0\u30eb\u30a4\u30f3 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TIMES","og_description":"\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\uff08Human-in-the-Loop\uff09\u3068\u306f\u3001AI\u306b\u5168\u90e8\u3092\u4efb\u305b\u304d\u308a\u306b\u305b\u305a\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u308b\u4f5c\u696d\u306e\u9014\u4e2d\u306b\u4eba\u9593\u304c\u5165\u3063\u3066\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3001\u5fc5\u8981\u306a\u3089\u624b\u3092\u5165\u308c\u308b\u3068\u3044\u3046\u8a2d\u8a08\u65b9\u91dd\u3060\u3002  \u305f\u3068\u3048\u308b\u306a\u3089\u3001\u65b0\u4eba\u30b9\u30bf\u30c3\u30d5\u304c\u66f8\u985e\u306e\u4e0b\u66f8\u304d\u3092\u3064\u304f\u308a\u3001\u5148\u8f29\u304c\u305d\u308c\u3092\u898b\u3066\u300c\u3053\u3053\u306f\u3053\u3046\u76f4\u305d\u3046\u300d\u3068\u624b\u3092\u5165\u308c\u308b\u4e8c\u4eba\u4e09\u811a\u306e\u3084\u308a\u65b9\u3092\u3001AI\u3068\u4eba\u9593\u306e\u3042\u3044\u3060\u306b\u6301\u3061\u8fbc\u3093\u3060\u3082\u306e\u3067\u3042\u308b\u3002  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\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u5224\u65ad\u306e\u305f\u3073\u306b\u78ba\u8a8d\u30fb\u627f\u8a8d\u3059\u308b \u6559\u7fd2\u6240\u306e\u8def\u4e0a\u6559\u7fd2\u3067\u96a3\u306b\u6559\u5b98\u304c\u3044\u308b\u72b6\u614b   \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u3075\u3060\u3093\u306f\u898b\u5b88\u308a\u3001\u5fc5\u8981\u306a\u3068\u304d\u3060\u3051\u4ecb\u5165\u3059\u308b \u514d\u8a31\u3092\u53d6\u3063\u305f\u3070\u304b\u308a\u306e\u4eba\u304c\u5bb6\u65cf\u306b\u300c\u898b\u3066\u3066\u306d\u300d\u3068\u96a3\u306b\u5ea7\u3063\u3066\u3082\u3089\u3046\u72b6\u614b   \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7 \u307b\u3068\u3093\u3069\u95a2\u308f\u3089\u305a\u3001AI\u306b\u4efb\u305b\u304d\u308b \u3072\u3068\u308a\u3067\u904b\u8ee2\u3059\u308b\u72b6\u614b    \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 Human-in-the-Loop \u306e\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u3001AI\u30d6\u30fc\u30e0\u3088\u308a\u305a\u3063\u3068\u524d\u30011940\u301c1950\u5e74\u4ee3\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30af\u30b9\uff08\u6a5f\u68b0\u3068\u751f\u304d\u7269\u306e\u52d5\u304d\u3092\u540c\u3058\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u7814\u7a76\u5206\u91ce\uff09\u306b\u3055\u304b\u306e\u307c\u308b\u3002\u6570\u5b66\u8005 Norbert\u30ce\u30fc\u30d0\u30fc\u30c8 Wiener\u30a6\u30a3\u30fc\u30ca\u30fc \u306f Julian\u30b8\u30e5\u30ea\u30a2\u30f3 Bigelow\u30d3\u30b2\u30ed\u30fc \u3068\u3068\u3082\u306b\u3001\u8ecd\u4e8b\u76ee\u7684\u306e\u5bfe\u7a7a\u7832\u706b\u306e\u7ba1\u5236\u30b7\u30b9\u30c6\u30e0\uff08\u98db\u884c\u6a5f\u3092\u6483\u3064\u5927\u7832\u306e\u72d9\u3044\u3092\u81ea\u52d5\u3067\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\uff09\u3092\u7814\u7a76\u3059\u308b\u306a\u304b\u3067\u3001\u6a5f\u68b0\u3068\u4eba\u9593\u306e\u52d5\u304d\u3092\u3072\u3068\u3064\u306e\u8f2a\u3068\u3057\u3066\u307e\u3068\u3081\u3066\u8003\u3048\u308b\u767a\u60f3\u3092\u6253\u3061\u51fa\u3057\u305f\u3002\u3053\u308c\u304c\u300c\u4eba\u9593\u3092\u8f2a\u306e\u306a\u304b\u306b\u7f6e\u304f\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u3082\u3068\u306b\u306a\u3063\u305f\u3002  \u30ce\u30fc\u30d0\u30fc\u30c8\u30fb\u30a6\u30a3\u30fc\u30ca\u30fc \uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Norbert_Wiener\uff09 1960\u5e74\u4ee3\u306b\u306f John\u30b8\u30e7\u30f3 McCarthy\u30de\u30c3\u30ab\u30fc\u30b7\u30fc \u3089\u306eAI\u7814\u7a76\u304c\u59cb\u307e\u308a\u30011970\u5e74\u4ee3\u304b\u3089\u306f\u822a\u7a7a\u6a5f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08\u64cd\u7e26\u58eb\u306e\u8a13\u7df4\u7528\u306b\u672c\u7269\u306e\u3088\u3046\u306a\u64cd\u4f5c\u74b0\u5883\u3092\u518d\u73fe\u3059\u308b\u4ed5\u7d44\u307f\uff09\u3084\u8ecd\u4e8b\u7814\u7a76\u306e\u306a\u304b\u3067\u3001Human-in-the-Loop \u3068\u3044\u3046\u547c\u3073\u65b9\u304c\u5b9f\u7528\u7684\u306a\u7528\u8a9e\u3068\u3057\u3066\u5e83\u307e\u3063\u305f\u30021987\u5e74\u306b\u306f Dana\u30c7\u30a4\u30ca Angluin\u30a2\u30f3\u30b0\u30eb\u30a4\u30f3 \u306b\u3088\u308b\u300c\u5148\u751f\u5f79\u306b\u8cea\u554f\u3057\u306a\u304c\u3089\u5b66\u3076AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u300d\u306e\u7814\u7a76\u304c\u7d9a\u304d\u30011990\u5e74\u4ee3\u4ee5\u964d\u306f\u4eba\u3068\u6a5f\u68b0\u306e\u3084\u308a\u53d6\u308a\u3092\u6271\u3046\u7814\u7a76\u5206\u91ce\uff08HCI\uff09\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5e83\u304c\u308a\u3092\u7d4c\u3066\u3001AI\u306e\u6587\u8108\u3067\u3082\u5b9a\u7740\u3057\u3066\u3044\u3063\u305f\u3002  \u30b8\u30e7\u30f3\u30fb\u30de\u30c3\u30ab\u30fc\u30b7\u30fc \uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/John_McCarthy_(computer_scientist)\uff09 \u8fd1\u5e74\u306f\u751f\u6210AI\u3084AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5897\u3048\u305f\u3053\u3068\u3067\u3001\u3042\u3089\u305f\u3081\u3066\u5b89\u5168\u306a\u4f7f\u3044\u65b9\u306e\u578b\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002 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 \u305f\u3060\u3057\u3001\u78ba\u4fe1\u5ea6\u30b9\u30b3\u30a2\u306f\u3088\u304f\u3042\u308b\u76ee\u5b89\u306e\u3072\u3068\u3064\u3067\u3001\u3053\u308c\u3060\u3051\u3067\u5206\u5c90\u3092\u6c7a\u3081\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u300c\u91d1\u984d\u304c\u4e00\u5b9a\u3092\u8d85\u3048\u308b\u53d6\u5f15\u306f\u5fc5\u305a\u4eba\u9593\u304c\u627f\u8a8d\u3059\u308b\u300d\u300c\u793e\u5916\u5411\u3051\u306e\u9001\u4fe1\u306f\u6bce\u56de\u78ba\u8a8d\u3092\u306f\u3055\u3080\u300d\u3068\u3044\u3063\u305f\u30eb\u30fc\u30eb\u3092\u8a2d\u8a08\u6642\u306b\u6c7a\u3081\u3066\u304a\u304f\u65b9\u6cd5\u3084\u3001\u5185\u5bb9\u306e\u30ea\u30b9\u30af\u533a\u5206\u306b\u5fdc\u3058\u3066\u4eba\u9593\u3078\u56de\u3059\u65b9\u6cd5\u3082\u3042\u308a\u3001\u5b9f\u52d9\u3067\u306f\u3053\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3002  \u4eba\u9593\u306f\u305d\u308c\u3092\u898b\u3066\u3001\u305d\u306e\u307e\u307eOK\u3092\u51fa\u3059\u3001\u5c11\u3057\u76f4\u3057\u3066OK\u3092\u51fa\u3059\u3001\u3084\u308a\u76f4\u3057\u3092\u547d\u3058\u308b\u3001\u306e\u3069\u308c\u304b\u3092\u9078\u3076\u3002\u8cac\u4efb\u306e\u91cd\u3044\u6700\u5f8c\u306e\u4e00\u62bc\u3057\u306f\u4eba\u9593\u304c\u63e1\u308a\u7d9a\u3051\u308b\u3001\u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u6838\u306b\u3042\u308b\u3002 \u5f8c\u623b\u308a\u3067\u304d\u306a\u3044\u3068\u3053\u308d\u3067\u78ba\u8a8d\u3059\u308b \u3044\u3061\u3070\u3093\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u4f7f\u3044\u3069\u3053\u308d\u306f\u3001AI\u304c\u81ea\u52d5\u3067\u9032\u3081\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u300c\u5f8c\u623b\u308a\u3067\u304d\u306a\u3044\u64cd\u4f5c\u300d\u306e\u76f4\u524d\u306b\u3001\u4eba\u9593\u306e\u627f\u8a8d\u3092\u306f\u3055\u3080\u8a2d\u8a08\u3060\u3002  \u305f\u3068\u3048\u3070\u3001\u793e\u5916\u5411\u3051\u30e1\u30fc\u30eb\u3092\u81ea\u52d5\u3067\u9001\u308d\u3046\u3068\u3059\u308bAI\u306b\u3001\u9001\u4fe1\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u4e00\u6b69\u624b\u524d\u3067\u5fc5\u305a\u4e0b\u66f8\u304d\u3092\u4eba\u9593\u306b\u898b\u305b\u308b\u3002\u62c5\u5f53\u8005\u306f\u5b9b\u5148\u3068\u672c\u6587\u3092\u78ba\u8a8d\u3057\u3001\u554f\u984c\u306a\u3051\u308c\u3070\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3001\u6c17\u306b\u306a\u308b\u7b87\u6240\u304c\u3042\u308c\u3070\u66f8\u304d\u76f4\u3055\u305b\u3066\u304b\u3089\u9001\u308b\u3002    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\u306e\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u3001AI\u30d6\u30fc\u30e0\u3088\u308a\u305a\u3063\u3068\u524d\u30011940\u301c1950\u5e74\u4ee3\u306e\u30b5\u30a4\u30d0\u30cd\u30c6\u30a3\u30af\u30b9\uff08\u6a5f\u68b0\u3068\u751f\u304d\u7269\u306e\u52d5\u304d\u3092\u540c\u3058\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u7814\u7a76\u5206\u91ce\uff09\u306b\u3055\u304b\u306e\u307c\u308b\u3002\u6570\u5b66\u8005 Norbert\u30ce\u30fc\u30d0\u30fc\u30c8 Wiener\u30a6\u30a3\u30fc\u30ca\u30fc \u306f Julian\u30b8\u30e5\u30ea\u30a2\u30f3 Bigelow\u30d3\u30b2\u30ed\u30fc \u3068\u3068\u3082\u306b\u3001\u8ecd\u4e8b\u76ee\u7684\u306e\u5bfe\u7a7a\u7832\u706b\u306e\u7ba1\u5236\u30b7\u30b9\u30c6\u30e0\uff08\u98db\u884c\u6a5f\u3092\u6483\u3064\u5927\u7832\u306e\u72d9\u3044\u3092\u81ea\u52d5\u3067\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\uff09\u3092\u7814\u7a76\u3059\u308b\u306a\u304b\u3067\u3001\u6a5f\u68b0\u3068\u4eba\u9593\u306e\u52d5\u304d\u3092\u3072\u3068\u3064\u306e\u8f2a\u3068\u3057\u3066\u307e\u3068\u3081\u3066\u8003\u3048\u308b\u767a\u60f3\u3092\u6253\u3061\u51fa\u3057\u305f\u3002\u3053\u308c\u304c\u300c\u4eba\u9593\u3092\u8f2a\u306e\u306a\u304b\u306b\u7f6e\u304f\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u3082\u3068\u306b\u306a\u3063\u305f\u3002 \u30ce\u30fc\u30d0\u30fc\u30c8\u30fb\u30a6\u30a3\u30fc\u30ca\u30fc \uff08\u51fa\u5178\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Norbert_Wiener\uff09 1960\u5e74\u4ee3\u306b\u306f John\u30b8\u30e7\u30f3 McCarthy\u30de\u30c3\u30ab\u30fc\u30b7\u30fc 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