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style=\"text-decoration: underline;\">\u81ea\u8eab\u306e\u597d\u304d\u306a\u7269\u8a9e\u4f5c\u54c1\u3092\u4ed6\u8005\u306b\u63a8\u85a6\u3059\u308b<\/span>\u3068\u3044\u3046\u72b6\u6cc1\u3092\u60f3\u5b9a\u3057\uff0c\u305d\u306e\u7269\u8a9e\u4f5c\u54c1\u3092\u8981\u7d04\u3057\u305f\u77ed\u6587\u3092\u4f5c\u6210\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\uff0e\u3053\u306e\u3068\u304d\uff0c(1)140\u6587\u5b57\u4ee5\u5185\u3067\u8981\u7d04\u3059\u308b\u3053\u3068\uff0c(2)\u6587\u306e\u672b\u5c3e\u3092\u300c\u301c\u7269\u8a9e\u300d\u3067\u7de0\u3081\u304f\u304f\u308b\u3053\u3068\uff0c(3)\u305d\u306e\u7269\u8a9e\u4f5c\u54c1\u306e\u30ad\u30e3\u30e9\u30af\u30bf\u306e\u540d\u524d\u3084\u7d44\u7e54\u306e\u540d\u524d\u3068\u3044\u3063\u305f\u56fa\u6709\u540d\u8a5e\u3092\u4f7f\u308f\u306a\u3044\u3053\u3068\uff0c\u3068\u3044\u30463\u3064\u306e\u6761\u4ef6\u3092\u8ab2\u3057\u307e\u3057\u305f\uff0e\u305d\u306e\u7d50\u679c\uff0c287\u4ef6\u306e\u77ed\u6587\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\uff0e<br><br>\u3000\u3057\u304b\u3057\uff0c\u3053\u3053\u3067\u4eca\u56de\u53ce\u96c6\u3057\u305f\u7269\u8a9e\u4f5c\u54c1\u3092\u8981\u7d04\u3057\u305f\u77ed\u6587\u306f\u679c\u305f\u3057\u3066\u30b3\u30f3\u30bb\u30d7\u30c8\u6587\u306b\u306a\u308a\u5f97\u308b\u306e\u304b\u3068\u3044\u3046\u7591\u554f\u304c\u3067\u3066\u304d\u307e\u3059\uff0e\u3068\u8a00\u3046\u306e\u3082\uff0c\u305d\u306e\u7269\u8a9e\u4f5c\u54c1\u306b\u5bfe\u3059\u308b\u6349\u3048\u65b9\u304c\u56de\u7b54\u8005\u306b\u3088\u3063\u3066\u30d0\u30e9\u30d0\u30e9\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308b\u304b\u3089\u3067\u3059\uff0e\u305d\u3053\u3067\uff0c\u4eca\u56de\u306e\u7814\u7a76\u3067\u306f\uff0c\u300c<strong>\u7269\u8a9e\u4f5c\u54c1\u3092\u7aef\u7684\u306b\u8981\u7d04\u3057\u305f\u77ed\u6587\u306f\u30b3\u30f3\u30bb\u30d7\u30c8\u6587\u3068\u3057\u3066\u5229\u7528\u53ef\u80fd\u304b\uff1f<\/strong>\u300d\u306b\u3064\u3044\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\uff0e\u5177\u4f53\u7684\u306b\u306f\uff0c\u53ce\u96c6\u3057\u305f\u77ed\u6587\u306e\u305d\u308c\u305e\u308c\u306e\u6587\u7ae0\u30d9\u30af\u30c8\u30eb\u3092\u7b97\u51fa\u3057\uff0c\u540c\u4e00\u7269\u8a9e\u4f5c\u54c1\u3067\u985e\u4f3c\u3057\u305f\u6587\u7ae0\u30d9\u30af\u30c8\u30eb\u304c\u5f97\u3089\u308c\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u691c\u8a3c\u3092\u884c\u3044\u307e\u3057\u305f\uff0e\u5206\u6790\u306e\u5bfe\u8c61\u3068\u3057\u305f\u77ed\u6587\u306f\uff0c\u540c\u4e00\u306e\u7269\u8a9e\u4f5c\u54c1\u306b\u3064\u3044\u30663\u4ef6\u4ee5\u4e0a\u53ce\u96c6\u3067\u304d\u305f19\u4f5c\u54c1\u306e\u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\uff0c\u8a0897\u4ef6\u3067\u3059\uff0e<br><br>\u3000\u4eca\u56de\uff0c\u6587\u7ae0\u30d9\u30af\u30c8\u30eb\u306f\uff0c\u5f62\u614b\u7d20\u89e3\u6790\u5668\u3067\u3042\u308bMeCab\u3067\u77ed\u6587\u306e\u5f62\u614b\u7d20\u89e3\u6790\u3092\u884c\u3044\uff0cWord2Vec\u3092\u7528\u3044\u3066\u77ed\u6587\u306b\u542b\u307e\u308c\u308b\u5358\u8a9e\u306e200\u6b21\u5143\u306e\u5206\u6563\u8868\u73fe\u30d9\u30af\u30c8\u30eb\u3092\u53d6\u5f97\u3057\uff0c1\u3064\u306e\u77ed\u6587\u306b\u542b\u307e\u308c\u308b\u5168\u5358\u8a9e\u306e\u5206\u6563\u8868\u73fe\u30d9\u30af\u30c8\u30eb\u306e\u5e73\u5747\u3092\u6587\u7ae0\u30d9\u30af\u30c8\u30eb\u3068\u3057\u3066\u7b97\u51fa\u3057\u307e\u3057\u305f\uff0e<br><br><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-8105\" src=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/795316b92fc766b0181f6fef074f03fa.jpg\" alt=\"\" width=\"567\" height=\"390\" srcset=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/795316b92fc766b0181f6fef074f03fa.jpg 1180w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/795316b92fc766b0181f6fef074f03fa-300x206.jpg 300w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/795316b92fc766b0181f6fef074f03fa-1024x705.jpg 1024w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/795316b92fc766b0181f6fef074f03fa-768x528.jpg 768w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/795316b92fc766b0181f6fef074f03fa-618x425.jpg 618w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><br><\/strong>\u3053\u3061\u3089\u306f\u5f97\u3089\u308c\u305f200\u6b21\u5143\u306e\u6587\u7ae0\u30d9\u30af\u30c8\u30eb\u3092\u6563\u5e03\u56f3\u3068\u3057\u30662\u6b21\u5143\u306b\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u56f3\u306b\u306a\u308a\u307e\u3059\uff0e<br><br><strong>\u3000<\/strong>\u3053\u306e\u56f3\u304b\u3089\uff0c3\u7a2e\u985e\u306e\u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\u7fa4\uff0c(1)\u7570\u306a\u308b\u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\u7fa4\u3067\u3042\u308bA\u7fa4\uff0c(2)\u540c\u4e00\u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\u7fa4\u3067\u3042\u308bB\u7fa4\uff0c(3)\u540c\u4e00\u7269\u8a9e\u4f5c\u54c1\u3067\u3042\u308a\u306a\u304c\u3089\u77ed\u6587\u7fa4\u304c\u4e8c\u3064\u306b\u5206\u304b\u308c\u305fC\u7fa4\uff0c\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\uff0e\u307e\u305aA\u7fa4\u306b\u3064\u3044\u3066\u3067\u3059\u304c\uff0cA\u7fa4\u306b\u542b\u307e\u308c\u305f\u77ed\u6587\u306f\u305d\u308c\u305e\u308c\u304c\u5c5e\u3059\u308b\u7269\u8a9e\u4f5c\u54c1\u7fa4\u304b\u3089\u5916\u308c\u3066\u3044\u305f\u77ed\u6587\u3067\u3057\u305f\uff0eA\u7fa4\u306b\u542b\u307e\u308c\u305f\u305d\u308c\u305e\u308c\u306e\u77ed\u6587\u306ecos\u985e\u4f3c\u5ea6\u306f\uff0c0.30\u301c0.70\u3068\u305d\u3053\u307e\u3067\u985e\u4f3c\u5ea6\u304c\u9ad8\u304f\u306a\u3044\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\uff0e\u3053\u308c\u3089\u306e\u3053\u3068\u304b\u3089\uff0cA\u7fa4\u306f200\u6b21\u5143\u4e0a\u3067\u306f\u9060\u3044\u4f4d\u7f6e\u306b\u3042\u3063\u305f\u30d9\u30af\u30c8\u30eb\u304c2\u6b21\u5143\u306b\u5727\u7e2e\u3057\u305f\u3053\u3068\u306b\u3088\u308a\uff0c\u305f\u307e\u305f\u307e\u8fd1\u304f\u306b\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u3066\u3057\u307e\u3063\u305f\u7fa4\u3067\u3042\u308b\u3068\u8003\u5bdf\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff0e\u6b21\u306bB\u7fa4\u306b\u3064\u3044\u3066\u306f\uff0c\u305d\u308c\u305e\u308c\u306e\u77ed\u6587\u306b<span style=\"text-decoration: underline;\">\u5171\u901a\u3057\u305f\u5358\u8a9e\u3084\u30ad\u30e3\u30e9\u30af\u30bf\u306e\u76ee\u7684<\/span>\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u307e\u3057\u305f\uff0e\u3053\u306e\u3053\u3068\u304b\u3089\uff0c\u7269\u8a9e\u4f5c\u54c1\u306e\u7279\u5b9a\u306e1\u5074\u9762\u304c\u8a18\u8ff0\u3055\u308c\u308b\u3053\u3068\u3067\uff0c\u540c\u4e00\u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\u304c\u96c6\u5408\u3057\uff0c\u7fa4\u3092\u5f62\u6210\u3059\u308b\u3068\u8003\u5bdf\u3067\u304d\u307e\u3059\uff0e\u3064\u307e\u308a\uff0c<span style=\"color: #ff0000;\"><strong>\u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\u8981\u7d04\u306f\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u3057\u3066\u5229\u7528\u53ef\u80fd\u3067\u3042\u308b<\/strong><\/span>\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u307e\u3057\u305f\uff0e\u6700\u5f8c\u306bC\u7fa4\u306b\u3064\u3044\u3066\u306f\uff0cB\u7fa4\u3068\u540c\u69d8\u306b\u5358\u8a9e\u3084\u30ad\u30e3\u30e9\u30af\u30bf\u306e\u76ee\u7684\u304c\u5171\u901a\u3057\u3066\u8a18\u8ff0\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u304c\uff0c\u305d\u306e\u30ad\u30e3\u30e9\u30af\u30bf\u306e\u76ee\u7684\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u884c\u52d5\u304c\u7570\u306a\u3063\u3066\u8a18\u8ff0\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u3053\u3068\u304b\u3089\uff0c\u540c\u4e00\u7269\u8a9e\u4f5c\u54c1\u3067\u3082\u8907\u6570\u306e\u5074\u9762\u304b\u3089\u7269\u8a9e\u4f5c\u54c1\u304c\u8a55\u4fa1\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\uff0c\u4e8c\u3064\u306e\u7570\u306a\u308b\u898b\u89e3\u304c\u8a18\u8ff0\u3055\u308c\u308b\u3053\u3068\u306b\u3088\u308a\u4e8c\u3064\u306b\u5206\u304b\u308c\u308b\u3068\u8003\u5bdf\u3067\u304d\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u4e8c\u5206\u3057\u305f\u77ed\u6587\u7fa4\u306f\u305d\u308c\u305e\u308c\u3067\u985e\u4f3c\u3057\u305f\u6587\u7ae0\u30d9\u30af\u30c8\u30eb\u304c\u5f97\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304b\u3089\uff0c\u4e8c\u5206\u3057\u305f\u5834\u5408\u3067\u3082<strong><span style=\"color: #ff0000;\">\u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\u8981\u7d04\u306f\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u3057\u3066\u5229\u7528\u53ef\u80fd\u3067\u3042\u308b<\/span><\/strong><span style=\"color: #000000;\">\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u307e\u3057\u305f\uff0e<br><br><\/span>\u3000\u4ee5\u4e0a\u4eca\u56de\u8aac\u660e\u3057\u305f\u8a73\u3057\u3044\u7814\u7a76\u5185\u5bb9\u306f\u4e0b\u8a18\u306e\u767a\u8868\u30b9\u30e9\u30a4\u30c9\u3068\u8ad6\u6587\u60c5\u5831\u306b\u8a18\u8ff0\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\uff0c\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\uff0e<br><br><strong>\u767a\u8868\u30b9\u30e9\u30a4\u30c9:<\/strong> &nbsp;<strong><br>\n\n<iframe loading=\"lazy\" style=\"border: 1px solid #CCC; border-width: 1px; margin-bottom: 5px; max-width: 100%;\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/yt0sOEOjVwGvn2\" width=\"595\" height=\"485\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"> <\/iframe>\n\n<\/strong>\n\n<div style=\"margin-bottom: 5px;\"><strong> <a title=\"TaketoFujikawa_10thComicComputing2023\" href=\"\/\/www.slideshare.net\/matsushitalab\/taketofujikawa10thcomiccomputing2023-7402\" target=\"_blank\" rel=\"noopener\">TaketoFujikawa_10thComicComputing2023<\/a> <\/strong> from <strong><a href=\"\/\/www.slideshare.net\/matsushitalab\" target=\"_blank\" rel=\"noopener\">Matsushita Laboratory<\/a><br><br><\/strong><\/div>\n\n<h3><strong>\u8ad6\u6587\u60c5\u5831<\/strong><\/h3>\n\n<a href=\"https:\/\/dl.mtstlab.org\/papers\/319\">\u85e4\u5ddd \u96c4\u7fd4, \u677e\u4e0b \u5149\u7bc4, \u5c71\u897f \u826f\u5178. \u7269\u8a9e\u4f5c\u54c1\u306e\u77ed\u6587\u8981\u7d04\u306b\u3088\u308b\u30b9\u30c8\u30fc\u30ea\u30fc\u306e\u7279\u5fb4\u5206\u6790, \u96fb\u5b50\u60c5\u5831\u901a\u4fe1\u5b66\u4f1a\u7b2c10\u56de\u30b3\u30df\u30c3\u30af\u5de5\u5b66\u7814\u7a76\u4f1a, pp.34-36, 2023.<\/a> &nbsp;\n\n<h3><strong>\u611f\u60f3<\/strong><\/h3>\n\n\u30003\u5ea6\u76ee\u306e\u5b66\u4f1a\u767a\u8868\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\uff0c\u3082\u3046\u3055\u3059\u304c\u306b\u767a\u8868\u306f\u6163\u308c\u3066\u304d\u305f\u304b\u306a\u3068\u601d\u3044\u304d\u3084\u305d\u3093\u306a\u3053\u3068\u3082\u306a\u304f\u2026\u3084\u3063\u3071\u308a\uff0c\u767a\u8868\u3059\u308b\u524d\u306f\u7dca\u5f35\u3057\u307e\u3059\u306d\uff0e\u4f55\u5ea6\u4eba\u306e\u5b57\u3092\u624b\u306b\u66f8\u3044\u305f\u3053\u3068\u304b\u2026(\u7b11)\u3000\u4eca\u56de\u306f\u3053\u308c\u304b\u3089\u3084\u3063\u3066\u3044\u304f\u7814\u7a76\u306e\u7b2c\u4e00\u6b69\u3068\u3057\u3066\u767a\u8868\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u304c\uff0c\u3084\u306f\u308a\u8ab2\u984c\u306f\u591a\u304f\u69d8\u3005\u306a\u3054\u6307\u6458\u3092\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u5834\u3067\u3044\u305f\u3060\u3044\u305f\u3054\u6307\u6458\u3092\u6b21\u306b\u6d3b\u304b\u3057\uff0c\u3088\u308a\u826f\u3044\u7814\u7a76\u6d3b\u52d5\u306b\u3059\u308b\u3088\u3046\u3053\u308c\u304b\u3089\u3082\u7cbe\u9032\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff01<br><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-8079\" src=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-scaled.jpg\" alt=\"\" width=\"503\" height=\"377\" srcset=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-scaled.jpg 2560w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-300x225.jpg 300w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-1024x768.jpg 1024w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-768x576.jpg 768w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-1536x1152.jpg 1536w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-2048x1536.jpg 2048w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/IMG_9270-618x464.jpg 618w\" sizes=\"auto, (max-width: 503px) 100vw, 503px\" 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loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-8080\" src=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-scaled.jpg\" alt=\"\" width=\"505\" height=\"378\" srcset=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-scaled.jpg 2560w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-300x225.jpg 300w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-1024x768.jpg 1024w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-768x576.jpg 768w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-1536x1152.jpg 1536w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-2048x1536.jpg 2048w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_105137-618x464.jpg 618w\" sizes=\"auto, (max-width: 505px) 100vw, 505px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-8081\" src=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_141845-scaled.jpg\" alt=\"\" width=\"300\" height=\"400\" srcset=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_141845-scaled.jpg 1920w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_141845-225x300.jpg 225w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_141845-768x1024.jpg 768w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_141845-1152x1536.jpg 1152w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_141845-1536x2048.jpg 1536w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2023\/11\/20231119_141845-618x824.jpg 618w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" 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