{"id":39444,"date":"2026-10-11T11:24:07","date_gmt":"2026-10-11T02:24:07","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&#038;p=39444"},"modified":"2026-10-11T11:24:07","modified_gmt":"2026-10-11T02:24:07","slug":"active-learning","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/active-learning\/","title":{"rendered":"\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0"},"content":{"rendered":"<p>\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u3001AI\u304c\u7b54\u3048\u306b\u8ff7\u3046\u3068\u304d\u3060\u3051\u4eba\u306b\u5c0b\u306d\u308b\u3053\u3068\u3067\u3001\u4eba\u304c\u6b63\u89e3\u3092\u7b54\u3048\u308b\u4ef6\u6570\u3092\u6e1b\u3089\u3059\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u3067\u3042\u308b\u3002\u5b66\u7fd2\u8005\u304c\u8b1b\u7fa9\u3092\u805e\u304f\u3060\u3051\u3067\u306a\u304f\u81ea\u3089\u6388\u696d\u306b\u53c2\u52a0\u3059\u308b\u3001\u6559\u80b2\u306e\u5206\u91ce\u306e\u300c\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u306f\u5225\u306e\u3082\u306e\u3092\u6307\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u7d0432\u4e07\u4ef6\u306e\u30cb\u30e5\u30fc\u30b9\u898b\u51fa\u3057\u304b\u3089\u3001\u50b5\u5238\u306e\u8a71\u984c\u3060\u3051\u3092\u62fe\u3044\u51fa\u3059AI\u3092\u4f5c\u308b\u3068\u3059\u308b\u3002\u50b5\u5238\u306e\u898b\u51fa\u3057\u306f470\u4ef6\u3001\u5168\u4f53\u306e0.15%\u3057\u304b\u306a\u3044\u3002\u7121\u4f5c\u70ba\u306b1,000\u4ef6\u3092\u9078\u3093\u3067\u3001\u4eba\u304c\u300c\u50b5\u5238\u304b\u3001\u305d\u3046\u3067\u306a\u3044\u304b\u300d\u3092\u7b54\u3048\u3066\u3082\u3001\u307b\u3068\u3093\u3069\u304c\u50b5\u5238\u4ee5\u5916\u306e\u898b\u51fa\u3057\u306b\u306a\u308b\u3002\u3053\u308c\u3067\u306f\u3001AI\u306f\u50b5\u5238\u306e\u898b\u51fa\u3057\u306e\u7279\u5fb4\u3092\u899a\u3048\u3089\u308c\u306a\u3044\u3002\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u3001AI\u304c\u300c\u50b5\u5238\u304b\u3069\u3046\u304b\u4e94\u5206\u4e94\u5206\u3060\u300d\u3068\u8ff7\u3063\u305f\u898b\u51fa\u3057\u3060\u3051\u3092\u4eba\u306b\u898b\u305b\u308b\u3002\u4eba\u304c\u7b54\u3048\u308b\u3068\u3001AI\u306f\u305d\u308c\u3092\u899a\u3048\u3066\u3001\u307e\u305f\u8ff7\u3046\u898b\u51fa\u3057\u3092\u6570\u4ef6\u6301\u3063\u3066\u304f\u308b\u3002<\/p>\n<h2>\u8ff7\u3044\u306e\u5927\u304d\u3044\u3082\u306e\u304b\u3089\u4eba\u306b\u5c0b\u306d\u308b<\/h2>\n<p>AI\u306f\u898b\u51fa\u3057\u3092\u8aad\u3080\u3068\u3001\u7b54\u3048\u3068\u4e00\u7dd2\u306b\u300c\u3069\u308c\u304f\u3089\u3044\u81ea\u4fe1\u304c\u3042\u308b\u304b\u300d\u3082\u6570\u5b57\u3067\u51fa\u305b\u308b\u3002\u50b5\u5238\u304b\u3069\u3046\u304b\u306e\u4e8c\u629e\u306a\u3089\u3001\u300c\u50b5\u5238\u3067\u3042\u308b\u78ba\u738750%\u300d\u3068\u51fa\u305f\u898b\u51fa\u3057\u304c\u3001\u3044\u3061\u3070\u3093\u8ff7\u3063\u3066\u3044\u308b\u898b\u51fa\u3057\u306b\u306a\u308b\u3002\u8ff7\u3044\u306e\u5927\u304d\u3044\u3082\u306e\u304b\u3089\u9078\u3076\u3053\u306e\u3084\u308a\u65b9\u3092\u3001\u4e0d\u78ba\u5b9f\u6027\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3068\u547c\u3076\u3002\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4e2d\u3067\u6700\u3082\u5358\u7d14\u3067\u3001\u6700\u3082\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><img 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style=\"text-align: center; margin: 1.5em auto;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/10\/active-learning-2.png\" alt=\"\u81ea\u4fe1\u306e\u4f4e\u3044\u9806\u306b\u4eba\u3078\u6e21\u3059\u306e\u30a4\u30e1\u30fc\u30b8\" style=\"width: 100%; max-width: 640px; height: auto; display: block; margin: 0 auto; border-radius: 6px;\" width=\"1536\" height=\"1024\" class=\"aligncenter\" \/><\/figure>\n<h2>\u8a9e\u6e90\u30fb\u63d0\u5531\u8005<\/h2>\n<p>1994\u5e74\u3001AT&amp;T\u30d9\u30eb\u7814\u7a76\u6240\u306e<ruby>David<rt>\u30c7\u30a4\u30f4\u30a3\u30c3\u30c9<\/rt><\/ruby> <ruby>D.<rt>\u30c7\u30a3\u30fc<\/rt><\/ruby> <ruby>Lewis<rt>\u30eb\u30a4\u30b9<\/rt><\/ruby> \u3068<ruby>William<rt>\u30a6\u30a3\u30ea\u30a2\u30e0<\/rt><\/ruby> <ruby>A.<rt>\u30a8\u30fc<\/rt><\/ruby> <ruby>Gale<rt>\u30b2\u30a4\u30eb<\/rt><\/ruby> 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href=\"https:\/\/arxiv.org\/abs\/cmp-lg\/9407020\">\u8ad6\u6587<\/a>\u3067\u793a\u3057\u3001\u4e0d\u78ba\u5b9f\u6027\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3068\u540d\u4ed8\u3051\u305f\u3002\u3053\u306e\u3084\u308a\u65b9\u306f\u3001\u5b9f\u7528\u3092\u6271\u3046\u8ad6\u6587\u304c\u6700\u3082\u3088\u304f\u63a1\u7528\u3059\u308b\u5f62\u306b\u306a\u3063\u305f\u3002\u5206\u91ce\u5168\u4f53\u306e\u7814\u7a76\u306f\u30012009\u5e74\u306b<ruby>Burr<rt>\u30d0\u30fc<\/rt><\/ruby> <ruby>Settles<rt>\u30bb\u30c8\u30eb\u30ba<\/rt><\/ruby> \u304c<a href=\"https:\/\/burrsettles.com\/pub\/settles.activelearning.pdf\">\u30b5\u30fc\u30d9\u30a4<\/a>\uff08\u7814\u7a76\u3092\u4e00\u89a7\u3067\u304d\u308b\u3088\u3046\u306b\u6574\u7406\u3057\u305f\u8ad6\u6587\uff09\u306b\u307e\u3068\u3081\u3066\u3044\u308b\u3002<\/p>\n<h2>\u4eba\u304c\u7b54\u3048\u308b\u4ef6\u6570\u304c\u5c11\u306a\u304f\u3066\u6e08\u3080<\/h2>\n<p>\u30eb\u30a4\u30b9\u6c0f\u3068\u30b2\u30a4\u30eb\u6c0f\u306f\u30011988\u5e74\u304b\u30891993\u5e74\u521d\u3081\u307e\u3067\u306bAP\u901a\u4fe1\u304c\u914d\u4fe1\u3057\u305f\u898b\u51fa\u3057\u3092\u96c6\u3081\u305f\u3002\u305d\u3057\u3066\u3001\u300c\u50b5\u5238\u300d\u300c\u4e88\u7b97\u300d\u306a\u3069\u3001\u3081\u3063\u305f\u306b\u51fa\u3066\u3053\u306a\u304410\u306e\u8a71\u984c\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u300c\u3053\u306e\u898b\u51fa\u3057\u306f\u305d\u306e\u8a71\u984c\u304b\u3001\u305d\u3046\u3067\u306a\u3044\u304b\u300d\u3092\u5224\u5b9a\u3059\u308bAI\u3092\u4f5c\u3063\u305f\u3002\u6700\u521d\u306eAI\u306f\u3001\u305d\u306e\u8a71\u984c\u3060\u3068\u308f\u304b\u3063\u3066\u3044\u308b\u898b\u51fa\u30573\u4ef6\u3060\u3051\u3067\u5b66\u3070\u305b\u305f\u3002\u6b21\u306b\u3001\u307e\u3060\u6b63\u89e3\u306e\u4ed8\u3044\u3066\u3044\u306a\u3044\u898b\u51fa\u3057\u3092AI\u306b\u8aad\u307e\u305b\u3001\u5224\u65ad\u306b\u8ff7\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u4eba\u304c\u7b54\u3048\u3066\u3001AI\u306b\u5b66\u3073\u76f4\u3055\u305b\u305f\u3002\u3053\u308c\u3092\u3001\u6b63\u89e3\u306e\u4ed8\u3044\u305f\u898b\u51fa\u3057\u304c999\u4ef6\u306b\u306a\u308b\u307e\u3067\u304f\u308a\u8fd4\u3057\u305f\u3002<\/p>\n<p>\u7d50\u679c\u3001\u591a\u304f\u306e\u8a71\u984c\u3067\u3001\u7121\u4f5c\u70ba\u306b\u9078\u3079\u307010\u4e07\u4ef6\u4ee5\u4e0a\u306b\u7b54\u3048\u3066\u3084\u3063\u3068\u5c4a\u304f\u6027\u80fd\u306b\u3001999\u4ef6\u3060\u3051\u3067\u5c4a\u3044\u305f\u3002\u7121\u4f5c\u70ba\u306b\u9078\u3093\u30601,000\u4ef6\u3067\u5b66\u3070\u305b\u305fAI\u306f\u3001\u305d\u308c\u3088\u308a\u305a\u3063\u3068\u4f4e\u3044\u6027\u80fd\u306b\u3068\u3069\u307e\u3063\u305f\u3002\u5dee\u304c\u3044\u3061\u3070\u3093\u958b\u3044\u305f\u8a71\u984c\u3067\u306f\u3001\u540c\u3058\u6027\u80fd\u306b\u5c4a\u304f\u307e\u3067\u306b\u3001\u7121\u4f5c\u70ba\u3060\u3068500\u500d\u306e\u4ef6\u6570\u304c\u8981\u308b\u8a08\u7b97\u306b\u306a\u3063\u305f\u3002<\/p>\n<p>\u305f\u3060\u3057\u300110\u306e\u8a71\u984c\u306e\u3046\u30611\u3064\u3067\u306f\u3001\u3069\u306e\u9078\u3073\u65b9\u3067\u3082\u3046\u307e\u304f\u3044\u304b\u306a\u304b\u3063\u305f\u3002\u30bb\u30c8\u30eb\u30ba\u6c0f\u306e\u30b5\u30fc\u30d9\u30a4\u3082\u3001\u3046\u307e\u304f\u3044\u304b\u306a\u304b\u3063\u305f\u4f8b\u3092\u6319\u3052\u3066\u3044\u308b\u30022007\u5e74\u306e\u5831\u544a\u3067\u306f\u3001\u540c\u3058\u7a2e\u985e\u306eAI\u3092\u4f7f\u3063\u3066\u3082\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u307b\u3046\u304c\u7121\u4f5c\u70ba\u306b\u9078\u3076\u3088\u308a\u591a\u304f\u306e\u6b63\u89e3\u3092\u5fc5\u8981\u3068\u3059\u308b\u3053\u3068\u304c\u3042\u3063\u305f\u30022008\u5e74\u306e\u5831\u544a\u3067\u306f\u30011\u4ef6\u305a\u3064\u9078\u3076\u305f\u3081\u306e\u9078\u3073\u65b9\u3092\u3001\u6570\u4ef6\u307e\u3068\u3081\u3066\u9078\u3076\u5834\u9762\u306b\u305d\u306e\u307e\u307e\u4f7f\u3046\u3068\u3001\u7121\u4f5c\u70ba\u306b\u9078\u3076\u3088\u308a\u305a\u3063\u3068\u60aa\u3044\u7d50\u679c\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u304b\u3063\u305f\u3002<\/p>\n<h2>\u52b9\u304d\u76ee\u306f\u30c7\u30fc\u30bf\u3084\u7b54\u3048\u308b\u4eba\u3067\u5909\u308f\u308b<\/h2>\n<p>\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u306f\u3001AI\u306e\u8ff7\u3044\u65b9\u306b\u5de6\u53f3\u3055\u308c\u308b\u3002\u5168\u4f53\u304b\u3089\u504f\u3063\u3066\u96c6\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3042\u3068\u3067\u5225\u306e\u7a2e\u985e\u306eAI\u306b\u4e57\u308a\u63db\u3048\u308b\u3068\u3001\u5f79\u306b\u7acb\u305f\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002<\/p>\n<p>\u52b9\u304d\u76ee\u306f\u3001\u7b54\u3048\u308b\u4eba\u306b\u3088\u3063\u3066\u3082\u5909\u308f\u308b\u30022009\u5e74\u306e\u5831\u544a\u3067\u306f\u3001\u305d\u306e\u5206\u91ce\u306e\u5c02\u9580\u5bb6\u304c\u7b54\u3048\u308b\u3068\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u3046\u307e\u304f\u50cd\u3044\u305f\u3002\u4e00\u65b9\u3001\u521d\u5fc3\u8005\u304c\u7b54\u3048\u308b\u3068\u3001\u3080\u3057\u308d\u7121\u4f5c\u70ba\u306b\u9078\u3093\u3060\u307b\u3046\u304c\u3088\u304b\u3063\u305f\u3002<\/p>\n<h2>\u95a2\u9023\u7528\u8a9e<\/h2>\n<ul>\n<li>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/li>\n<li>\u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/li>\n<li>\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<blockquote class=\"wp-embedded-content\" data-secret=\"5sKuQG0JHy\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/human-in-the-loop\/\">\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u201c\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u201d \u2014 UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/human-in-the-loop\/embed\/#?secret=ZtBY4W0RF6#?secret=5sKuQG0JHy\" data-secret=\"5sKuQG0JHy\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u304c\u7b54\u3048\u306b\u8ff7\u3046\u3068\u304d\u3060\u3051\u4eba\u306b\u6b63\u89e3\u3092\u5c0b\u306d\u3001\u4eba\u624b\u3092\u6e1b\u3089\u3059\u5b66\u7fd2\u624b\u6cd5<\/p>\n","protected":false},"author":61,"featured_media":39441,"template":"","meta":{"_monsterinsights_skip_tracking":false,"English":"Active Learning","design_hint":"","footnotes":""},"glossary-category":[562,418],"glossary_tag":[],"class_list":["post-39444","glossary","type-glossary","status-publish","has-post-thumbnail","hentry","glossary-category-ai","glossary-category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0 | UX TIMES<\/title>\n<meta name=\"description\" content=\"\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u3001AI\u304c\u7b54\u3048\u306b\u8ff7\u3046\u3068\u304d\u3060\u3051\u4eba\u306b\u5c0b\u306d\u308b\u3053\u3068\u3067\u3001\u4eba\u304c\u6b63\u89e3\u3092\u7b54\u3048\u308b\u4ef6\u6570\u3092\u6e1b\u3089\u3059\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u3067\u3042\u308b\u3002\u5b66\u7fd2\u8005\u304c\u8b1b\u7fa9\u3092\u805e\u304f\u3060\u3051\u3067\u306a\u304f\u81ea\u3089\u6388\u696d\u306b\u53c2\u52a0\u3059\u308b\u3001\u6559\u80b2\u306e\u5206\u91ce\u306e\u300c\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u306f\u5225\u306e\u3082\u306e\u3092\u6307\u3059\u3002  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content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0 | UX TIMES\" \/>\n<meta property=\"og:description\" content=\"\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u3001AI\u304c\u7b54\u3048\u306b\u8ff7\u3046\u3068\u304d\u3060\u3051\u4eba\u306b\u5c0b\u306d\u308b\u3053\u3068\u3067\u3001\u4eba\u304c\u6b63\u89e3\u3092\u7b54\u3048\u308b\u4ef6\u6570\u3092\u6e1b\u3089\u3059\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u3067\u3042\u308b\u3002\u5b66\u7fd2\u8005\u304c\u8b1b\u7fa9\u3092\u805e\u304f\u3060\u3051\u3067\u306a\u304f\u81ea\u3089\u6388\u696d\u306b\u53c2\u52a0\u3059\u308b\u3001\u6559\u80b2\u306e\u5206\u91ce\u306e\u300c\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u306f\u5225\u306e\u3082\u306e\u3092\u6307\u3059\u3002  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