{"id":515,"date":"2017-08-02T08:39:55","date_gmt":"2017-08-02T08:39:55","guid":{"rendered":"https:\/\/akira-murakami.com\/?p=515"},"modified":"2025-01-13T17:28:12","modified_gmt":"2025-01-13T17:28:12","slug":"%e3%83%88%e3%83%94%e3%83%83%e3%82%af%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e8%ab%96%e6%96%87%e3%81%8c%e5%87%ba%e3%81%be%e3%81%97%e3%81%9f","status":"publish","type":"post","link":"https:\/\/akira-murakami.com\/?p=515","title":{"rendered":"\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306e\u8ad6\u6587\u304c\u51fa\u307e\u3057\u305f"},"content":{"rendered":"\n<p>\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u30b3\u30fc\u30d1\u30b9\u8a00\u8a9e\u5b66\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u306b\u7d39\u4ecb\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u4e0b\u8a18\u306e\u8ad6\u6587\u304cCorpora\u8a8c\u306b\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002\u30aa\u30fc\u30d7\u30f3\u30a2\u30af\u30bb\u30b9\u3067\u3059\u306e\u3067\u3001\u3069\u306a\u305f\u3067\u3082\u3054\u89a7\u9802\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"hangingindent\">\nMurakami, A., Hunston, S., Thompson, P., &amp; Vajn, D. (2017). &#8216;What is this corpus about?&#8217; Using topic modelling to explore a specialized corpus. <i>Corpora, 12<\/i>(2), 243\u2013277. doi:10.3366\/cor.2017.0118 [<a href=\"http:\/\/dx.doi.org\/10.3366\/cor.2017.0118\">\u30ea\u30f3\u30af<\/a>]<\/p>\n\n\n\n<p>\u672c\u8ad6\u6587\u306f2013\u5e748\u6708\u304b\u30892015\u5e7410\u6708\u307e\u3067\u52e4\u52d9\u3057\u3066\u3044\u305f\u30d0\u30fc\u30df\u30f3\u30ac\u30e0\u5927\u5b66\u3067\u306e<a href=\"http:\/\/idrd-bham.info\/idrd\/\">IDRD\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/a>\u306e\u6210\u679c\u306e\u4e00\u90e8\u3067\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3082\u4e2d\u76e4\u306b\u5dee\u3057\u639b\u304b\u3063\u305f2014\u5e74\u306e\u6625\u9803\u306b\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u3067\u983b\u7e41\u306b\u300c\u30c8\u30d4\u30c3\u30af\u300d\u3068\u3044\u3046\u8a9e\u304c\u51fa\u3066\u304f\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5f53\u6642\u540d\u79f0\u3092\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u3063\u305f<sup data-fn=\"a93cf07f-abbd-45a6-be4f-612f2f0df41e\" class=\"fn\"><a href=\"#a93cf07f-abbd-45a6-be4f-612f2f0df41e\" id=\"a93cf07f-abbd-45a6-be4f-612f2f0df41e-link\">1<\/a><\/sup>\u7a0b\u5ea6\u306e\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u304c\u4f7f\u3048\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3063\u3066\u8abf\u3079\u3066\u307f\u305f\u3053\u3068\u3068\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30e1\u30f3\u30d0\u30fc\u306e\u4e00\u4eba\u304c\u767a\u8868\u3057\u305f\u5b66\u4f1a\u3067\u8a08\u7b97\u8a00\u8a9e\u5b66\u7cfb\u306e\u7814\u7a76\u8005\u306b\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u85a6\u3081\u3089\u308c\u305f\u3053\u3068\u304c\u3001\u672c\u624b\u6cd5\u3092\u7528\u3044\u308b\u304d\u3063\u304b\u3051\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\n\u672c\u8ad6\u6587\u3067\u306f\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306e\u76f4\u611f\u7684\u306a\u8aac\u660e\u306e\u5f8c\u306b<a href=\"https:\/\/www.journals.elsevier.com\/global-environmental-change\">Global Environmental Change<\/a>\u3068\u3044\u3046\u30b8\u30e3\u30fc\u30ca\u30eb\u306b1990\u5e74-2010\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u8ad6\u6587\u3092\u5bfe\u8c61\u306b\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u8ad6\u6587\u5185\u3067\u306e\u30c8\u30d4\u30c3\u30af\u306e\u9077\u79fb\uff08\u4f8b\u3048\u3070\u8ad6\u6587\u306e\u524d\u534a\u3067\u9855\u8457\u306a\u30c8\u30d4\u30c3\u30af vs \u5f8c\u534a\u3067\u9855\u8457\u306a\u30c8\u30d4\u30c3\u30af\uff09\u3001\u30b8\u30e3\u30fc\u30ca\u30eb\u306e\u6642\u7cfb\u5217\u5909\u5316\uff081990\u5e74\u21922010\u5e74\u3067\u6271\u3046\u30c8\u30d4\u30c3\u30af\u304c\u3069\u3046\u5909\u308f\u3063\u305f\u304b\uff09\u3001\u7570\u306a\u308b\u30c8\u30d4\u30c3\u30af\u69cb\u9020\u3092\u6301\u3064\u8ad6\u6587\u306e\u7279\u5b9a\uff08\u4f8b\u3048\u3070\u7279\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u306e\u307f\u3092\u6271\u3063\u305f\u8ad6\u6587 vs \u8907\u6570\u306e\u4e3b\u984c\u304c\u3042\u308b\u8ad6\u6587\uff09\u3001\u8a9e\u306e\u591a\u7fa9\u6027\u89e3\u6d88\u3092\u4e8b\u4f8b\u7814\u7a76\u3068\u3057\u3066\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u66f4\u306b\u610f\u5473\u30bf\u30b0\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u5206\u6790\u3068\u3044\u3046\u30b3\u30fc\u30d1\u30b9\u8a00\u8a9e\u5b66\u3067\u306f\u3088\u308a\u4f1d\u7d71\u7684\u306a\u624b\u6cd5\u3068\u306e\u6bd4\u8f03\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306f\u6587\u8108\u3092\u8003\u616e\u306b\u5165\u308c\u306a\u3044bag-of-words\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u6bd4\u8f03\u7684\u76f4\u611f\u7684\u306a\u7d50\u679c\u304c\u51fa\u3066\u3044\u308b\u306e\u304c\u9762\u767d\u3044\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\n\u306a\u304a\u3001\u672c\u8ad6\u6587\u304c\u30aa\u30f3\u30e9\u30a4\u30f3\u306b\u63b2\u8f09\u3055\u308c\u308b\u4e00\u9031\u9593\u307b\u3069\u524d\u306b\u3001\u30e9\u30f3\u30ab\u30b9\u30bf\u30fc\u5927\u5b66\u306eAndrew Hardie\u6c0f\u304c\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u3092\u6279\u5224\u3059\u308b\u57fa\u8abf\u8b1b\u6f14\u3092<a href=\"http:\/\/www.birmingham.ac.uk\/research\/activity\/corpus\/events\/2017\/cl2017\/index.aspx\">Corpus Linguistics 2017<\/a>\u3067\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u672c\u8ad6\u6587\u306b\u3082\u8a00\u53ca\u3055\u308c\u3066\u3044\u307e\u3059\u3057\u3001\u3053\u3061\u3089\u3082\u4f75\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Exploratory analysis of word frequencies across corpus texts\" width=\"696\" height=\"392\" src=\"https:\/\/www.youtube.com\/embed\/ka4yDJLtSSc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\n\u672c\u8ad6\u6587\u306b\u95a2\u308f\u308b\u30b8\u30e3\u30fc\u30ca\u30eb\u3068\u306e\u3084\u308a\u53d6\u308a\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u9032\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>2015\u5e7410\u67087\u65e5\uff1a<\/td><td>\u6295\u7a3f<\/td><\/tr><tr><td>2015\u5e7410\u670820\u65e5\uff1a<\/td><td>\u9577\u3059\u304e\u308b\u306e\u30671\u4e07\u8a9e\u4ee5\u5185\u306b\u6291\u3048\u308b\u3088\u3046\u306b\u3068\u306e\u6307\u793a\u3092\u53d7\u3051\u308b<\/td><\/tr><tr><td>2015\u5e7411\u67082\u65e5\uff1a<\/td><td>1\u4e07\u8a9e\u307e\u3067\u524a\u3063\u3066\u518d\u6295\u7a3f<\/td><\/tr><tr><td>2015\u5e7412\u670814\u65e5\uff1a<\/td><td>\u67fb\u8aad\u7d50\u679c\u306e\u901a\u77e5\uff08minor corrections \u00d7 2\u4eba\uff09<\/td><\/tr><tr><td>2016\u5e741\u670828\u65e5\uff1a<\/td><td>\u4fee\u6b63\u5f8c\u306b\u518d\u6295\u7a3f<\/td><\/tr><tr><td>2016\u5e741\u670829\u65e5\uff1a<\/td><td>Accept\u901a\u77e5<\/td><\/tr><tr><td>2017\u5e744\u6708\u301c7\u6708\uff1a<\/td><td>proof\u306e\u78ba\u8a8d\u3084\u5fae\u4fee\u6b63\u7b49\u3005\u3092\u6570\u30e9\u30a6\u30f3\u30c9<\/td><\/tr><tr><td>2017\u5e748\u67081\u65e5\uff1a<\/td><td>\u30aa\u30f3\u30e9\u30a4\u30f3\u306b\u63b2\u8f09\u3055\u308c\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<ol class=\"wp-block-footnotes\"><li id=\"a93cf07f-abbd-45a6-be4f-612f2f0df41e\"><del>\u677e\u6d66\u3055\u3093\u306e\u30d6\u30ed\u30b0\u3092\u901a\u3057\u3066\u3060\u3068\u601d\u3044\u8fbc\u3093\u3067\u3044\u307e\u3057\u305f\u304c\u3001<a href=\"http:\/\/statmodeling.hatenablog.com\/search?q=%E3%83%88%E3%83%94%E3%83%83%E3%82%AF%E3%83%A2%E3%83%87%E3%83%AB\">\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306b\u95a2\u3059\u308b\u8a18\u4e8b\u306e\u6295\u7a3f\u65e5\u3092\u78ba\u8a8d\u3057\u305f\u3068\u3053\u308d2015\u5e74\u521d\u982d<\/a>\u3060\u3063\u305f\u306e\u3067\u3001\u79c1\u306e\u8a18\u61b6\u306e\u8aa4\u308a\u306e\u3088\u3046\u3067\u3059\u3002<\/del>\u8ffd\u8a18\uff1a\u3053\u308c\u306f\u30d6\u30ed\u30b0\u3092\u5f15\u3063\u8d8a\u3055\u308c\u305f\u304b\u3089\u3067\u3042\u308b\u3068\u3054\u672c\u4eba\u306b\u4f3a\u3044\u307e\u3057\u305f\uff08\u4e0b\u8a18\uff09\u3002\u3054\u6307\u6458\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002\u5143\u306e\u8a18\u4e8b\u306f2014\u5e742\u6708\u306e\u3082\u306e\u3068\u306e\u3053\u3068\u3067\u3001\u79c1\u304c\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u521d\u3081\u3066\u77e5\u3063\u305f\u306e\u306f\u3084\u306f\u308a\u677e\u6d66\u3055\u3093\u306e\u30d6\u30ed\u30b0\u3092\u901a\u3057\u3066\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u308c\u306f\u305d\u3046\u3068\u3001\u677e\u6d66\u3055\u3093\u306e\u30d6\u30ed\u30b0\u306e<a href=\"http:\/\/statmodeling.hatenablog.com\/entry\/topic-model-4\">\u3053\u306e\u8a18\u4e8b<\/a>\u306e\u2461\u306e\u56f3\u306f\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u76f4\u611f\u7684\u306b\u7406\u89e3\u3059\u308b\u306e\u306b\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3057\u305f\u3002\u6539\u5909\u7248\u3092\u5b66\u4f1a\u767a\u8868\u7b49\u3067\u3082\u4f7f\u7528\u3055\u305b\u3066\u9802\u304d\u307e\u3057\u305f\u3002 <a href=\"#a93cf07f-abbd-45a6-be4f-612f2f0df41e-link\" aria-label=\"Jump to footnote reference 1\">\u21a9\ufe0e<\/a><\/li><\/ol>\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"ja\" dir=\"ltr\">\u6ce81\u3067\u89e6\u308c\u3066\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\u8a18\u61b6\u306e\u901a\u308a\u3067\u3059\u3002\u30d6\u30ed\u30b0\u3092\u5f15\u8d8a\u3057\u3057\u305f\u6642\u306b\u5c11\u3057\u624b\u5165\u308c\u3092\u3057\u3066\u8a18\u4e8b\u306e\u4e26\u3073\u306e\u305f\u3081\u65e5\u4ed8\u3082\u305a\u3089\u3057\u3066\u3057\u307e\u3063\u305f\u306e\u304c\u539f\u56e0\u3067\u3059\u3002\u30c7\u30e2\u30c7\u30fc\u30bf\u751f\u6210\u30b3\u30fc\u30c9\u306b\u3042\u308b\u30d5\u30a1\u30a4\u30eb\u540d\u304b\u3089\u5143\u8a18\u4e8b\u66f8\u3044\u305f\u306e\u306f2014\u5e742\u6708\u306e\u3088\u3046\u3067\u3059\u3002<a href=\"https:\/\/t.co\/3hINn7NGrP\">https:\/\/t.co\/3hINn7NGrP<\/a> <a href=\"https:\/\/t.co\/A7NPTVwDrA\">https:\/\/t.co\/A7NPTVwDrA<\/a><\/p>&mdash; \u677e\u6d66 \u5065\u592a\u90ce (@hankagosa) <a href=\"https:\/\/twitter.com\/hankagosa\/status\/892692044967170048?ref_src=twsrc%5Etfw\">August 2, 2017<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u30b3\u30fc\u30d1\u30b9\u8a00\u8a9e\u5b66\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u306b\u7d39\u4ecb\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u4e0b\u8a18\u306e\u8ad6\u6587\u304cCorpora\u8a8c\u306b\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002\u30aa\u30fc\u30d7\u30f3\u30a2\u30af\u30bb\u30b9\u3067\u3059\u306e\u3067\u3001\u3069\u306a\u305f\u3067\u3082\u3054\u89a7\u9802\u3051\u307e\u3059\u3002 Murakami, A., Hunston, S., Thompson, P., &amp; Vajn, D. (2017). &#8216;What is this corpus about?&#8217; Using topic modelling to explore a specialized corpus. Corpora, 12(2), 243\u2013277. doi:10.3366\/cor.2017.0118 [\u30ea\u30f3\u30af] 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\u672c\u8ad6\u6587\u3067\u306f\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306e\u76f4\u611f\u7684\u306a\u8aac\u660e\u306e\u5f8c\u306bGlobal Environmental Change\u3068\u3044\u3046\u30b8\u30e3\u30fc\u30ca\u30eb\u306b1990\u5e74-2010\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u8ad6\u6587\u3092\u5bfe\u8c61\u306b\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u8ad6\u6587\u5185\u3067\u306e\u30c8\u30d4\u30c3\u30af\u306e\u9077\u79fb\uff08\u4f8b\u3048\u3070\u8ad6\u6587\u306e\u524d\u534a\u3067\u9855\u8457\u306a\u30c8\u30d4\u30c3\u30af vs \u5f8c\u534a\u3067\u9855\u8457\u306a\u30c8\u30d4\u30c3\u30af\uff09\u3001\u30b8\u30e3\u30fc\u30ca\u30eb\u306e\u6642\u7cfb\u5217\u5909\u5316\uff081990\u5e74\u21922010\u5e74\u3067\u6271\u3046\u30c8\u30d4\u30c3\u30af\u304c\u3069\u3046\u5909\u308f\u3063\u305f\u304b\uff09\u3001\u7570\u306a\u308b\u30c8\u30d4\u30c3\u30af\u69cb\u9020\u3092\u6301\u3064\u8ad6\u6587\u306e\u7279\u5b9a\uff08\u4f8b\u3048\u3070\u7279\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u306e\u307f\u3092\u6271\u3063\u305f\u8ad6\u6587 vs \u8907\u6570\u306e\u4e3b\u984c\u304c\u3042\u308b\u8ad6\u6587\uff09\u3001\u8a9e\u306e\u591a\u7fa9\u6027\u89e3\u6d88\u3092\u4e8b\u4f8b\u7814\u7a76\u3068\u3057\u3066\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u66f4\u306b\u610f\u5473\u30bf\u30b0\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u5206\u6790\u3068\u3044\u3046\u30b3\u30fc\u30d1\u30b9\u8a00\u8a9e\u5b66\u3067\u306f\u3088\u308a\u4f1d\u7d71\u7684\u306a\u624b\u6cd5\u3068\u306e\u6bd4\u8f03\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306f\u6587\u8108\u3092\u8003\u616e\u306b\u5165\u308c\u306a\u3044bag-of-words\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u6bd4\u8f03\u7684\u76f4\u611f\u7684\u306a\u7d50\u679c\u304c\u51fa\u3066\u3044\u308b\u306e\u304c\u9762\u767d\u3044\u3068\u3053\u308d\u3067\u3059\u3002 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