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src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Fig-4-1024x568-1.png\" sizes=\"(max-width: 800px) 100vw, 800px\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Fig-4-1024x568-1.png 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Fig-4-1024x568-1-300x166-1.png 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Fig-4-1024x568-1-768x426-1.png 768w\" alt=\"\" width=\"800\" height=\"444\" \/><\/p>\n<p style=\"text-align: center;\"><em>\u56f34: \u60c5\u5831\u62bd\u51fa\uff08IE\uff09\u306e\u591a\u91cd\u30eb\u30fc\u30d7<\/em><\/p>\n<p>\u30bf\u30b9\u30af\u30e2\u30c7\u30eb\u3092\u6b63\u5f0f\u306b\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f\u30b0\u30e9\u30a6\u30f3\u30c7\u30c3\u30c9\u30fb\u30bb\u30aa\u30ea\u30fc[1]\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u4f53\u7cfb\u7684\u306a\u65b9\u6cd5\u8ad6\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u5206\u6790\u3092\u901a\u3058\u3066\u4eee\u8aac\u3084\u7406\u8ad6\u3092\u69cb\u7bc9\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u306e\u5206\u6790\u306b\u57fa\u3065\u304d\u3001\u79c1\u305f\u3061\u306f17\u306e\u30e6\u30cb\u30fc\u30af\u306a\u30e6\u30fc\u30b6\u30fc\u30a2\u30af\u30b7\u30e7\u30f3\uff08\u4f8b: \u30c7\u30fc\u30bf\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001\u6982\u8981\u306e\u53d6\u5f97\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u305f\u8a73\u7d30\u53d6\u5f97\u3001\u30d3\u30e5\u30fc\u306e\u6bd4\u8f03\u3001\u89b3\u5bdf\u7d50\u679c\u306e\u8a18\u9332\uff09\u3092\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306eIE\u30c4\u30fc\u30eb\u3067\u30e6\u30fc\u30b6\u30fc\u304c\u5b9f\u884c\u3059\u308b\u4f4e\u30ec\u30d9\u30eb\u306e\u64cd\u4f5c\u3092\u3001\u3053\u308c\u3089\u306e\u30e6\u30fc\u30b6\u30fc\u30a2\u30af\u30b7\u30e7\u30f3\u306b\u5206\u985e\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u30ea\u30f3\u30b0\u3084\u7279\u5fb4\u5206\u5e03\u306e\u8a08\u7b97\u3068\u3044\u3063\u305f\u64cd\u4f5c\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30a2\u30af\u30b7\u30e7\u30f3\u300c\u6982\u8981\u306e\u53d6\u5f97\u300d\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u901a\u5e38\u306f\u30c7\u30fc\u30bf\u6e96\u5099\u3084\u30e2\u30c7\u30eb\u8a55\u4fa1\u30d5\u30a7\u30fc\u30ba\u3067\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30bf\u30b9\u30af\u3001\u30e6\u30fc\u30b6\u30fc\u30a2\u30af\u30b7\u30e7\u30f3\u3001\u64cd\u4f5c\u306e\u5206\u985e\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u8ad6\u6587\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u6b21\u306b\u3001\u63a2\u7d22\u3001\u78ba\u8a8d\u3001\u304a\u3088\u3073\u53cd\u5fa9\u306b\u95a2\u9023\u3059\u308b\u30bf\u30b9\u30af\u30e2\u30c7\u30eb\u5185\u3067\u306e\u3055\u307e\u3056\u307e\u306a\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u969b\u306e\u8ab2\u984c\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3057\u307e\u3059\u3002<\/p>\n<h2>IE\u30eb\u30fc\u30d7\u306b\u304a\u3051\u308b\u4eba\u9593\u306e\u8ab2\u984c<\/h2>\n<p>\u56de\u9867\u7684\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u306e\u4e2d\u3067\u3001\u79c1\u305f\u3061\u306f\u53c2\u52a0\u8005\u306b\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u3067\u306e\u3055\u307e\u3056\u307e\u306a\u8ab2\u984c\u70b9\u306b\u3064\u3044\u3066\u5c0b\u306d\u307e\u3057\u305f\u3002\u305d\u306e\u56de\u7b54\u3092\u4ee5\u4e0b\u306e3\u3064\u306e\u8ab2\u984c\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3057\u307e\u3057\u305f\uff1a<\/p>\n<p>a) \u63a2\u7d22\u307e\u305f\u306f\u60c5\u5831\u63a2\u7d22\uff08exploration or foraging\uff09<br \/>\nb) \u78ba\u8a8d\u307e\u305f\u306f\u610f\u7fa9\u3065\u3051\uff08confirmation or sensemaking\uff09<br \/>\nc) \u53cd\u5fa9\uff08iteration\uff09<\/p>\n<p>\u6b21\u306b\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u5fdc\u3059\u308b\u3044\u304f\u3064\u304b\u306e\u5177\u4f53\u7684\u306a\u8ab2\u984c\u70b9\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h3>\u60c5\u5831\u63a2\u7d22\uff08Foraging\uff09\u306e\u8ab2\u984c<\/h3>\n<h4>\u8a8d\u77e5\u7684\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u554f\u984c<\/h4>\n<p>\u30c6\u30ad\u30b9\u30c8\u30b3\u30fc\u30d1\u30b9\u3092\u63a2\u7d22\u3059\u308b\u969b\u306e\u4e3b\u306a\u8ab2\u984c\u306f\u30b9\u30b1\u30fc\u30eb\u3067\u3059\u3002\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u628a\u63e1\u3059\u308b\u306e\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u304c\u30c7\u30fc\u30bf\u3092\u5730\u9053\u306b\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3057\u305f\u308a\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u3066\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3044\u3046\u8ca0\u62c5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p style=\"padding-left: 40px;\">\u300c\u2026\u30c7\u30fc\u30bf\u306e\u4e00\u90e8\u3092\u63a2\u7d22\u3059\u308b\u306e\u304c\u96e3\u3057\u304b\u3063\u305f\u3002\u300d<\/p>\n<h4>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u6a5f\u80fd\u306e\u6b20\u5982<\/h4>\n<p>\u30c6\u30ad\u30b9\u30c8\u306b\u57fa\u3065\u304f\u60c5\u5831\u62bd\u51fa\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u691c\u7d22\u6a5f\u80fd\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u65e2\u5b58\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u305d\u308c\u304c\u6b20\u3051\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u54c1\u8a5e\u30bf\u30b0\u3084\u5358\u8a9e\u306e\u540c\u7fa9\u8a9e\u306b\u3088\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u691c\u7d22\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p style=\"padding-left: 40px;\">\u300c\u2026\u4f8b\u3048\u3070\u3001\u7d66\u4e0e\u306b\u95a2\u3059\u308b\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u798f\u5229\u539a\u751f\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\u3057\u305f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u7d66\u4e0e\u306b\u306f\u591a\u304f\u306e\u540c\u7fa9\u8a9e\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u305d\u306e\u540c\u7fa9\u8a9e\u3092\u81ea\u5206\u3067\u5217\u6319\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u2026\u306a\u305c\u306a\u3089Google Sheets\u306b\u306f\u305d\u306e\u6a5f\u80fd\u304c\u306a\u3044\u304b\u3089\u3067\u3059\u2026\u3002\u300d<\/p>\n<h4>\u6587\u8108\u306e\u6b20\u5982<\/h4>\n<p>\u30c7\u30fc\u30bf\u3092\u63a2\u7d22\u3059\u308b\u969b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6587\u8108\u306e\u6b20\u5982\u306b\u3088\u3063\u3066\u6d1e\u5bdf\u3092\u5f97\u3089\u308c\u306a\u3044\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5148\u306b\u7d39\u4ecb\u3057\u305f\u30ec\u30d3\u30e5\u30fc\u306e\u30c7\u30fc\u30bf\u6e96\u5099\u306e\u4f8b\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30ec\u30d3\u30e5\u30fc\u6587\u3092\u30af\u30e9\u30b9\u30bf\u30fc\u5316\u3057\u3066\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u554f\u984c\u3092\u7279\u5b9a\u3057\u3088\u3046\u3068\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u5404\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u4f8b\u6587\u3092\u8868\u793a\u3059\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u6a5f\u80fd\u304c\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3053\u308c\u304c\u3042\u308c\u3070\u3001\u5404\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u4e00\u822c\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3063\u305f\u3067\u3057\u3087\u3046\u3002<\/p>\n<p style=\"padding-left: 40px;\">\u300c\u2026\u7d50\u679c\u3092\u8868\u793a\u3057\u3066\u3001\u305d\u308c\u3092\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u63a2\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u308c\u3060\u3051\u3067\u3082\u975e\u5e38\u306b\u6709\u7528\u306a\u6a5f\u80fd\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u300d<\/p>\n<h3>\u610f\u7fa9\u3065\u3051\uff08Sensemaking\uff09\u306e\u8ab2\u984c<\/h3>\n<h4>\u5b9a\u6027\u7684\u691c\u8a3c\u306e\u96e3\u3057\u3055<\/h4>\n<p>\u4eee\u8aac\u306e\u691c\u8a3c\u4e2d\u3001\u5b9a\u6027\u7684\u691c\u8a3c\u306f\u56f0\u96e3\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u65e2\u5b58\u306e\u30c4\u30fc\u30eb\u3067\u306f\u3001\u62bd\u51fa\u7d50\u679c\u306e\u5143\u3068\u306a\u3063\u305f\u30bd\u30fc\u30b9\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u81ea\u52d5\u7684\u306b\u53d6\u5f97\u3059\u308b\u6a5f\u80fd\u304c\u306a\u3044\u305f\u3081\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30ec\u30d3\u30e5\u30fc\u6587\u304b\u3089\u62bd\u51fa\u3055\u308c\u305f\u30a2\u30b9\u30da\u30af\u30c8\u3084\u610f\u898b\u3092\u793a\u3059\u4f8b\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p style=\"padding-left: 40px;\">\u300c\u2026\u5b9f\u969b\u306b\u306f\u975e\u5e38\u306b\u9762\u5012\u306a\u3053\u3068\u3067\u3059\u304c\u3001\u62bd\u51fa\u7d50\u679c\u3092\u53d6\u5f97\u3057\u3066\u3001\u305d\u308c\u304c\u3069\u3053\u304b\u3089\u6765\u305f\u306e\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u300d<\/p>\n<h4>\u6bd4\u8f03\u6a5f\u80fd\u306e\u6b20\u5982<\/h4>\n<p>\u30e2\u30c7\u30eb\u3084\u62bd\u51fa\u30eb\u30fc\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u969b\u3001\u7d50\u679c\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306e\u7d44\u307f\u8fbc\u307f\u30b5\u30dd\u30fc\u30c8\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u305f\u3068\u3048\u3070\u3001\u5e73\u5747\u9069\u5408\u7387\uff08mean average precision, MAP\uff09\u306f\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u4e00\u822c\u7684\u306a\u6307\u6a19\u3067\u3059\u304c\u3001\u73fe\u5728\u306f\u7570\u306a\u308b\u5019\u88dc\u30e2\u30c7\u30eb\u304c\u51fa\u529b\u3059\u308b\u62bd\u51fa\u6570k \u3092\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u304c\u5909\u52d5\u3055\u305b\u3001\u305d\u306e\u5f8c\u306bMAP\u3092\u6bd4\u8f03\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p style=\"padding-left: 40px;\">\u300c\u2026\u4f8b\u3048\u307010\u500b\u306e\u7570\u306a\u308b\u30e2\u30c7\u30eb\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u65b9\u6cd5\u3067\u5206\u6790\u3092\u884c\u3044\u305f\u3044\u3068\u601d\u3046\u306e\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u76ee\u7684\u306e\u305f\u3081\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u305d\u306e\u5024\u3092\u9078\u629e\u3057\u3066\u3001\u6307\u6a19\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u30d7\u30ed\u30c3\u30c8\u3067\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u826f\u3044\u3067\u3059\u3002\u300d<\/p>\n<h3>\u53cd\u5fa9\uff08Iteration\uff09\u306e\u8ab2\u984c<\/h3>\n<h4>\u5c02\u7528\u306e\u30d7\u30ed\u30f4\u30ca\u30f3\u30b9\u7ba1\u7406\u306e\u6b20\u5982<\/h4>\n<p>\u65e2\u5b58\u306e\u30c4\u30fc\u30eb\u306b\u306f\u3001\u30d7\u30ed\u30f4\u30ca\u30f3\u30b9\u3084\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u304c\u7d44\u307f\u8fbc\u307f\u6a5f\u80fd\u3068\u3057\u3066\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u691c\u8a3c\u3001\u6587\u66f8\u5316\u3001\u53cd\u5fa9\u9593\u306e\u6bd4\u8f03\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u8cac\u4efb\u304c\u30e6\u30fc\u30b6\u30fc\u306b\u59d4\u306d\u3089\u308c\u3066\u3044\u307e\u3059\u3002IE\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5b9a\u91cf\u7684\u30e1\u30bf\u30c7\u30fc\u30bf\uff08\u4f8b: \u8a55\u4fa1\u7d50\u679c\u3001\u30e2\u30c7\u30eb\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u3084\u5b9a\u6027\u7684\u30e1\u30bf\u30c7\u30fc\u30bf\uff08\u4f8b: \u30e6\u30fc\u30b6\u30fc\u30b3\u30e1\u30f3\u30c8\u3001\u6587\u66f8\u5316\uff09\u3092\u8ffd\u8de1\u3059\u308b\u73fe\u5728\u306e\u624b\u6cd5\u306f\u624b\u9593\u304c\u304b\u304b\u308a\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<h4>\u5168\u4f53\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u6b20\u5982<\/h4>\n<p>\u3082\u30461\u3064\u306e\u8ab2\u984c\u306f\u30015\u3064\u306e\u30bf\u30b9\u30af\u3059\u3079\u3066\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u6b20\u5982\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30c7\u30fc\u30bf\u306e\u8868\u793a\uff08view\uff09\u3084\u30d1\u30bf\u30fc\u30f3\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\uff08hypothesize\uff09\u306b\u306f\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u304c\u4f7f\u7528\u3055\u308c\u3001\u3059\u3079\u3066\u306e\u30bf\u30b9\u30af\u306b\u8a08\u7b97\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u4f7f\u7528\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u30d5\u30a7\u30fc\u30ba\u3068\u30bf\u30b9\u30af\u306e\u4e21\u65b9\u304c\u53cd\u5fa9\u7684\u3067\u3042\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306fIE\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b8c\u4e86\u3059\u308b\u305f\u3081\u306b\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u884c\u304d\u6765\u3059\u308b\u3053\u3068\u3092\u4f59\u5100\u306a\u304f\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u30c4\u30fc\u30eb\u9593\u3092\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7169\u96d1\u306a\u4f5c\u696d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u3069\u306e\u3088\u3046\u306b\u5bfe\u51e6\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u6b21\u56de\u306e\u8b70\u8ad6\u3067\u306f\u3001\u8a8d\u77e5\u5de5\u5b66\u306e\u539f\u5247\u306b\u57fa\u3065\u3044\u3066\u3001\u4eba\u9593\u3092\u4ecb\u3057\u305fIE\u30c4\u30fc\u30eb\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u3044\u304f\u3064\u304b\u6982\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>\u8a8d\u77e5\u5de5\u5b66\u306e\u539f\u5247\u304c\u8ab2\u984c\u89e3\u6c7a\u306e\u9375\uff01<\/h2>\n<p>\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u4eba\u9593\u3092\u4ecb\u3057\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u8a8d\u77e5\u5de5\u5b66\u306e\u539f\u5247[2]\u306f\u3001\u8a8d\u77e5\u79d1\u5b66\u306e\u5b9f\u8a3c\u7684\u306a\u77e5\u898b\u3092\u6d3b\u7528\u3057\u3066\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u8a2d\u8a08\u3092\u6307\u91dd\u3068\u3057\u307e\u3059\u3002\u79c1\u305f\u3061\u306e\u7814\u7a76\u3067\u306f\u3001\u6b21\u306e\u539f\u5247\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\uff1a<\/p>\n<ul>\n<li>\u4e0d\u8981\u306a\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\uff08CP1\uff09<\/li>\n<li>\u60c5\u5831\u306e\u4e0d\u78ba\u5b9f\u6027\u3092\u6e1b\u3089\u3059\uff08CP2\uff09<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u9ad8\u30ec\u30d9\u30eb\u306e\u62bd\u8c61\u5316\u3092\u63d0\u4f9b\u3059\u308b\uff08CP3\uff09<\/li>\n<li>\u89e3\u91c8\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u306b\u65e2\u77e5\u306e\u30e1\u30bf\u30d5\u30a1\u30fc\u3092\u4f7f\u7528\u3059\u308b\uff08CP4\uff09<\/li>\n<li>\u8ad6\u7406\u7684\u306a\u65b9\u6cd5\u3067\u60c5\u5831\u3092\u8868\u793a\u3059\u308b\uff08CP6\uff09<\/li>\n<li>\u60c5\u5831\u63a2\u7d22\u6642\u306b\u8996\u899a\u7684\u306a\u88dc\u52a9\u3092\u63d0\u4f9b\u3059\u308b\uff08CP7\uff09<\/li>\n<li>\u73fe\u5728\u306e\u7126\u70b9\u306e\u6587\u8108\u3092\u7dad\u6301\u3059\u308b\uff08CP8\uff09<\/li>\n<li>\u8907\u6570\u306e\u8a73\u7d30\u30ec\u30d9\u30eb\u3067\u60c5\u5831\u3092\u63d0\u793a\u3059\u308b\uff08CP9\uff09<\/li>\n<\/ul>\n<p>\u3053\u308c\u307e\u3067\u306b\u8b70\u8ad6\u3057\u305f\u8ab2\u984c\u306e\u591a\u304f\u306f\u3001\u65e2\u5b58\u306e\u30c4\u30fc\u30eb\u304c\u3053\u308c\u3089\u306e\u539f\u5247\u306b\u5f93\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u306b\u8d77\u56e0\u3057\u3066\u3044\u308b\u3068\u79c1\u305f\u3061\u306f\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Table-1-1024x646-1.png\" sizes=\"(max-width: 800px) 100vw, 800px\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Table-1-1024x646-1.png 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Table-1-1024x646-1-300x189-1.png 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/04\/Table-1-1024x646-1-768x485-1.png 768w\" alt=\"\" width=\"800\" height=\"505\" \/><\/p>\n<p style=\"text-align: center;\"><em>\u88681. \u8a8d\u77e5\u5de5\u5b66\u306e\u539f\u5247\u306b\u89e6\u767a\u3055\u308c\u305f\u60c5\u5831\u62bd\u51fa\u30c4\u30fc\u30eb\u306e\u8a2d\u8a08\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3<\/em><\/p>\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u3001\u8a8d\u77e5\u5de5\u5b66\u306e\u539f\u5247\u306b\u89e6\u767a\u3055\u308c\u305f\u60c5\u5831\u62bd\u51fa\u30c4\u30fc\u30eb\u306e\u8a2d\u8a08\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u3044\u304f\u3064\u304b\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002\u88681\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u307e\u3068\u3081\u3001\u305d\u308c\u3089\u304c\u5404\u8a8d\u77e5\u5de5\u5b66\u306e\u539f\u5247\u3068\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u6b21\u306e2\u3064\u306e\u30c6\u30fc\u30de\u306b\u5206\u985e\u3067\u304d\u307e\u3059\uff1a\u6a5f\u80fd\u30ec\u30d9\u30eb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08D1-D6\uff09 \u3068 \u30b7\u30b9\u30c6\u30e0\u30ec\u30d9\u30eb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08D7, D8\uff09\u3002<\/p>\n<p>\u6a5f\u80fd\u30ec\u30d9\u30eb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u591a\u304f\u306f\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306e\u5b9f\u884c\u3001\u8981\u7d04\u306e\u81ea\u52d5\u751f\u6210\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u63d0\u4f9b\u3068\u3044\u3063\u305f\u77e5\u7684\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4e0d\u8981\u306a\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u30b7\u30b9\u30c6\u30e0\u30ec\u30d9\u30eb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u4f7f\u3044\u3084\u3059\u3055\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\uff08D7\uff09 \u3068\u3001\u518d\u73fe\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306e\u30d7\u30ed\u30f4\u30ca\u30f3\u30b9\u304a\u3088\u3073\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30e1\u30ab\u30cb\u30ba\u30e0\u306e\u7d71\u5408\uff08D8\uff09 \u3092\u63a8\u5968\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u5f71\u97ff\u3068\u4eca\u5f8c\u306e\u5c55\u671b<\/h2>\n<p>\u79c1\u305f\u3061\u306e\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3068\u5f8c\u7d9a\u306e\u5206\u6790\u3092\u901a\u3058\u3066\u3001\u30bf\u30b9\u30af\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u305f\u60c5\u5831\u62bd\u51fa\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a73\u7d30\u306a\u7279\u5fb4\u3065\u3051\u3092\u884c\u3044\u3001\u4eba\u9593\u3092\u4ecb\u3057\u305f\u30d7\u30ed\u30bb\u30b9\u3067\u76f4\u9762\u3059\u308b\u95a2\u9023\u8ab2\u984c\u3092\u7279\u5b9a\u3057\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u3001\u30bf\u30b9\u30af\u30e2\u30c7\u30eb\u3068\u63d0\u6848\u3057\u305f\u8a2d\u8a08\u4e0a\u306e\u8003\u616e\u4e8b\u9805\u304cIE\uff08\u60c5\u5831\u62bd\u51fa\uff09\u30c4\u30fc\u30eb\u306e\u958b\u767a\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306e\u4e00\u90e8\u3092\u8b70\u8ad6\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u518d\u73fe\u6027<\/strong>:<br \/>\n\u79c1\u305f\u3061\u306f\u3001\u518d\u73fe\u6027\u304cIE\u30c4\u30fc\u30eb\u306b\u304a\u3051\u308b\u7b2c\u4e00\u7d1a\u306e\u8981\u4ef6\u3067\u3042\u308b\u3079\u304d\u3060\u3068\u8003\u3048\u3066\u304a\u308a\u3001MLOps\u30c4\u30fc\u30eb\u3068\u5b9f\u8df5\u306e\u6d3b\u7528\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001MLOps\u306e\u5b9f\u8df5\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u672c\u756a\u74b0\u5883\u306b\u4fe1\u983c\u6027\u9ad8\u304f\u52b9\u7387\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u7814\u7a76\u74b0\u5883\u306b\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u3092\u63a2\u308b\u3053\u3068\u306f\u8208\u5473\u6df1\u304f\u3001\u6311\u6226\u7684\u306a\u554f\u984c\u3067\u3059\u3002\u7814\u7a76\u74b0\u5883\u306f\u672c\u756a\u74b0\u5883\u3088\u308a\u3082\u5b9f\u9a13\u7684\u304b\u3064\u53cd\u5fa9\u7684\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n<p><strong>\u4eba\u9593\u306e\u4e3b\u4f53\u6027\u3068\u81ea\u52d5\u5316<\/strong>:<br \/>\n\u4eba\u9593\u306e\u4e3b\u4f53\u6027\u3068\u81ea\u52d5\u5316\u3055\u308c\u305f\u77e5\u7684\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u9593\u306e\u7dca\u5f35\u95a2\u4fc2\u306f\u3001\u63d0\u6848\u3057\u305f\u8a2d\u8a08\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u5b9f\u969b\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u3080\u969b\u306b\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002IE\u30b7\u30b9\u30c6\u30e0\u306b\u8a2d\u8a08\u4e0a\u306e\u8003\u616e\u4e8b\u9805\u3092\u7d44\u307f\u8fbc\u3080\u969b\u306b\u306f\u3001\u81ea\u52d5\u63a8\u8ad6\u3068\u4eba\u9593\u306e\u4e3b\u4f53\u6027\u3092\u8abf\u548c\u3055\u305b\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6df1\u304f\u8abf\u67fb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u305f\u3081\u3001\u4eba\u9593\u3068\u81ea\u52d5\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u3092\u63a2\u308b\u6df7\u5408\u4e3b\u5c0e\u578b\u30b7\u30b9\u30c6\u30e0\uff08mixed-initiative systems\uff09\u306f\u3001\u4eba\u9593\u3092\u4ecb\u3057\u305fIE\u30c4\u30fc\u30eb\u306e\u8a2d\u8a08\u306b\u6709\u76ca\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>AI\u30b7\u30b9\u30c6\u30e0\u306e\u4eba\u9593\u4e2d\u5fc3\u8a2d\u8a08\u3078\u306e\u95a2\u5fc3\u304c\u9ad8\u307e\u308b\u4e2d\u3001\u63d0\u6848\u3057\u305f\u8a2d\u8a08\u539f\u5247\u3092\u6df1\u304f\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u4eba\u9593\u3092\u4ecb\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30c4\u30fc\u30eb\u306e\u57fa\u76e4\u3068\u306a\u308b\u672a\u6765\u3092\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3088\u308a\u8a73\u7d30\u306a\u8abf\u67fb\u7d50\u679c\u306b\u3064\u3044\u3066\u306f\u3001ACM\u306e\u8a08\u7b97\u306b\u304a\u3051\u308b\u30d2\u30e5\u30fc\u30de\u30f3\u30d5\u30a1\u30af\u30bf\u30fc\u306b\u95a2\u3059\u308b\u4e3b\u8981\u4f1a\u8b70<a href=\"https:\/\/programs.sigchi.org\/chi\/2022\/program\/session\/73453\">CHI \u201922<\/a>\u3067\u767a\u8868\u3055\u308c\u305f<a href=\"https:\/\/sajjadur.net\/files\/chi2022hitlIE.pdf\">\u8ad6\u6587<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<p>[1] Patricia Yancey Martin &amp; Barry A. Turner, \u300c\u30b0\u30e9\u30a6\u30f3\u30c7\u30c3\u30c9\u30fb\u30bb\u30aa\u30ea\u30fc\u3068\u7d44\u7e54\u7814\u7a76\u300dThe Journal of Applied Behavioral Science, vol. 22, no. 2 (1986), 141.<br \/>\n[2] Jill Gerhardt-Powals. 1996. \u300c\u4eba\u9593\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u8a8d\u77e5\u5de5\u5b66\u306e\u539f\u5247\u300dInternational Journal of Human-Computer Interaction 8, 2 (1996), 189\u2013211.<\/p>\n<p>\u57f7\u7b46\u8005\uff1a<a href=\"https:\/\/megagon.ai\/jp\/team\/sajjadur-rahman\/\">Sajjadur Rahman<\/a>\u3001Megagon Labs<\/p>\n<p>[<a href=\"https:\/\/megagon.ai\/humans-in-the-information-extraction-loop\/\">\u539f\u6587\u3078 &#8211; 2022\/4\/4<\/a>]<\/p>\n<p>\uff08\u7ffb\u8a33\uff1a<a href=\"https:\/\/megagon.ai\/jp\/\">Megagon Labs\u6771\u4eac\u30aa\u30d5\u30a3\u30b9<\/a>\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60c5\u5831\u62bd\u51fa\uff08IE\uff09\u306e\u5168\u30d5\u30a7\u30fc\u30ba\u306b\u308f\u305f\u308b\u4eba\u9593\u306e\u95a2\u4e0e\u3084\u8ab2\u984c\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u304b\u3089\u30e2\u30c7\u30eb\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u307e\u3067\u306e\u30bf\u30b9\u30af\u3068\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8abf\u67fb\u3057\u305f\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u30b9\u30bf\u30c7\u30a3\u306e\u7d50\u679c\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":2,"featured_media":14727,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[289],"tags":[],"class_list":["post-14712","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-jp2"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - 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