{"id":569,"date":"2019-01-19T13:20:43","date_gmt":"2019-01-19T04:20:43","guid":{"rendered":"https:\/\/tnishimaki.com\/?p=569"},"modified":"2025-06-09T20:23:21","modified_gmt":"2025-06-09T11:23:21","slug":"post-569","status":"publish","type":"post","link":"https:\/\/analysis-navi.com\/?p=569","title":{"rendered":"\uff12\u6587\u7ae0\u306e\u985e\u4f3c\u5ea6\u306e\u8a08\u7b97\u301cBag-of-words\u3068cos\u985e\u4f3c\u5ea6\u306e\u3057\u304f\u307f\u301c"},"content":{"rendered":"\n<p>\u7ffb\u8a33\u30b7\u30b9\u30c6\u30e0\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u3001\u6587\u7ae0\u306e\u5185\u5bb9\u3092\u7406\u89e3\u3059\u308b\uff08\u3088\u3046\u306b\u632f\u308b\u821e\u3046\uff09AI\u304c\u65e5\u5e38\u306e\u69d8\u3005\u306a\u30b7\u30fc\u30f3\u306b\u767b\u5834\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7ffb\u8a33\u30b5\u30a4\u30c8\u3067\u548c\u6587\u30fb\u82f1\u6587\u306e\u7ffb\u8a33\u3092\u3057\u305f\u4e8b\u306e\u3042\u308b\u65b9\u306f\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br>\u30fb\u30fb\u30fb\u304c\u3001\u305d\u306e\u7ffb\u8a33\u7d50\u679c\u3092\u898b\u308b\u3068\u3001<strong>\u3069\u3046\u3082\u5909\u306a\u6587\u7ae0\u3060\u306a\u2026<\/strong>\u3068\u601d\u308f\u308c\u305f\u4e8b\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u65e5\u9032\u6708\u6b69\u3067\u6027\u80fd\u306f\u4e0a\u6607\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001<strong><span style=\"background-color: #87cefa;\">\u300c\u8a00\u8449\u300d\u3068\u3044\u3046\u306e\u306f\u6211\u3005\u304c\u601d\u3063\u3066\u3044\u308b\u3088\u308a\u3082\u8907\u96d1<\/span><\/strong>\u3067\u3059\u3002<br>\u4eba\u9593\u304c\u4e0d\u81ea\u7136\u3055\u3092\u899a\u3048\u306a\u3044\u3088\u3046\u306a\u7ffb\u8a33\u304c\u5b8c\u74a7\u51fa\u6765\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u306f\u307e\u3060\u307e\u3060\u5148\u306b\u601d\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u306b\u3057\u3066\u3082\u3001\u305d\u3082\u305d\u3082AI\u306b\u6587\u7ae0\u3092\u7406\u89e3\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u307e\u305a\u4f55\u3092\u884c\u3048\u3070\u826f\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br>\u305d\u308c\u306b\u306f\u3001<strong>\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u300d<\/strong>\u3068\u547c\u3070\u308c\u308b\u6280\u8853\u3092\u7528\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u305d\u306e\u57fa\u672c\u7406\u8ad6\u3068\u3057\u3066\u3001\uff12\u3064\u306e\u6587\u7ae0\u304c\u3069\u308c\u3060\u3051\u8fd1\u3044\u3082\u306e\u304b\u3092\u6570\u5024\u3067\u6e2c\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4eca\u56de\u306e\u4f8b\u984c<\/h2>\n\n\n\n<p>\u4f8b\u984c\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u6587\u66f8\u3092\u6570\u5024\u5316\u3057\u3001\u305d\u306e\u985e\u4f3c\u5ea6\u3092\u8a08\u7b97\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"simple-box4\">\n<p><span style=\"font-weight: bold;\">\u6587\u7ae0A<\/span>\uff1a\u79c1\u306f\u72ac\u304c\u6b32\u3057\u3044<\/p>\n<\/div>\n\n\n\n<div class=\"simple-box4\">\n<p><span style=\"font-weight: bold;\">\u6587\u7ae0B<\/span>\uff1a\u50d5\u306f\u72ac\u3092\u98fc\u3044\u305f\u3044<\/p>\n<\/div>\n\n\n\n<p>\u6570\u5024\u5316\u3084\u985e\u4f3c\u5ea6\u8a08\u7b97\u306e\u65b9\u6cd5\u3082\u3072\u3068\u3064\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u4eca\u56de\u306f\u30b7\u30f3\u30d7\u30eb\u306a<strong>Bag-of-words<\/strong>\u3068\u3044\u3046\u624b\u6cd5\u3092\u4f7f\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5927\u304d\u306a\u624b\u9806\u306f\u4ee5\u4e0b\u3068\u306a\u308a\u307e\u3059\u3002<br>\u2460\u5f62\u614b\u7d20\u89e3\u6790\u21d2\u2461\u6587\u66f8\u306e\u30d9\u30af\u30c8\u30eb\u5316\u21d2\u2462\u985e\u4f3c\u5ea6\u8a08\u7b97<br>1\u30641\u3064\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u624b\u98061\uff1a\u5f62\u614b\u7d20\u89e3\u6790<\/h2>\n\n\n\n<p>\u5f62\u614b\u7d20\u89e3\u6790\u3068\u306f\u3001\u300c\u6587\u66f8\u3092\u5358\u8a9e\u3054\u3068\u306b\u5206\u89e3\u3059\u308b\u4f5c\u696d\u300d\u306e\u3053\u3068\u3067\u3059\u3002<br>\u6587\u7ae0A\u306a\u3089\u3001<br>\u300c\u79c1\u300d\u30fb\u30fb\u30fb\u540d\u8a5e<br>\u300c\u306f\u300d\u30fb\u30fb\u30fb\u52a9\u8a5e<br>\u300c\u72ac\u300d\u30fb\u30fb\u30fb\u540d\u8a5e<br>\u300c\u304c\u300d\u30fb\u30fb\u30fb\u52a9\u8a5e<br>\u300c\u6b32\u3057\u3044\u300d\u30fb\u30fb\u30fb\u5f62\u5bb9\u8a5e<\/p>\n\n\n\n<p>\u6587\u7ae0B\u306a\u3089\u3001<br>\u300c\u50d5\u300d\u30fb\u30fb\u30fb\u540d\u8a5e<br>\u300c\u306f\u300d\u30fb\u30fb\u30fb\u52a9\u8a5e<br>\u300c\u72ac\u300d\u30fb\u30fb\u30fb\u540d\u8a5e<br>\u300c\u3092\u300d\u30fb\u30fb\u30fb\u52a9\u8a5e<br>\u300c\u98fc\u3044\u300d\u30fb\u30fb\u30fb\u52d5\u8a5e<br>\u300c\u305f\u3044\u300d\u30fb\u30fb\u30fb\u52a9\u52d5\u8a5e<\/p>\n\n\n\n<p>\u3068\u306a\u308a\u307e\u3059\u3002<span style=\"font-weight: bold;\"><span style=\"background-color: #87cefa;\">\u82f1\u8a9e\u306a\u3089\u3070\u5143\u3005\u5358\u8a9e\u3068\u5358\u8a9e\u306e\u9593\u306b\u30b9\u30da\u30fc\u30b9\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u3067\u3053\u306e\u4f5c\u696d\u306f\u4e0d\u8981<\/span><\/span>\u306a\u306e\u3067\u3059\u304c\u3001\u65e5\u672c\u8a9e\u3060\u3068\u307e\u305a\u3053\u306e\u5358\u8a9e\u3054\u3068\u306b\u533a\u5207\u308b\u4f5c\u696d\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u4f5c\u696d\u306f\u57fa\u672c\u7684\u306b\u4eba\u304c\u884c\u3046\u5fc5\u8981\u306f\u306a\u304f\u3001\u300c<a href=\"https:\/\/taku910.github.io\/mecab\/\">MeCab<\/a>\u300d\u3084\u300c<a href=\"https:\/\/mocobeta.github.io\/janome\/\">Janome<\/a>\u300d\u3068\u3044\u3063\u305f\u3001\u6587\u7ae0\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u5358\u8a9e\u3054\u3068\u306b\u5206\u89e3\u3057\u3066\u304f\u308c\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u57fa\u672c\u7684\u306b\u306f\u305d\u308c\u3089\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u624b\u98062\uff1a\u6587\u7ae0\u306e\u30d9\u30af\u30c8\u30eb\u5316<\/h2>\n\n\n\n<p>\u6587\u7ae0\u3092\u5358\u8a9e\u3054\u3068\u306b\u533a\u5207\u308b\u3068\u3001\u6587\u7ae0\u3092\u6570\u5024\u306e\u30d9\u30af\u30c8\u30eb\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u305d\u306e\u70ba\u306b\u306f\u3001\u6587\u7ae0A\u3068B\u306b\u51fa\u3066\u304d\u305f\u8981\u7d20\u3092\u30bf\u30c6\u306b\u66f8\u304d\u4e26\u3079\u307e\u3059\u3002<br>\u305d\u3057\u3066\u3001\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u5358\u8a9e\u306f1\u3001\u7528\u3044\u3089\u308c\u3066\u3044\u306a\u3044\u5358\u8a9e\u306f0\u3068\u3059\u308b\u3068\u3001\u6587\u7ae0A\u3068B\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u73fe\u3067\u304d\u307e\u3059\u3002<br><img decoding=\"async\" class=\"alignnone size-full wp-image-797\" src=\"https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/vec1.png\" alt=\"\" width=\"358\" height=\"323.5\" srcset=\"https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/vec1.png 716w, https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/vec1-443x400.png 443w, https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/vec1-300x271.png 300w, https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/vec1-530x479.png 530w, https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/vec1-565x511.png 565w, https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/vec1-710x642.png 710w\" sizes=\"(max-width: 716px) 100vw, 716px\" \/><\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001<span style=\"font-weight: bold;\"><span style=\"background-color: #87cefa;\">\u300c\u56fd\u8a9e\u300d\u306e\u4e16\u754c\u304c\u300c\u6570\u5b66\u300d\u306e\u4e16\u754c\u306b\u79fb\u308a\u5909\u308f\u308a\u307e\u3057\u305f\u3002<\/span><\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u624b\u98063\uff1a\u985e\u4f3c\u5ea6\u8a08\u7b97<\/h2>\n\n\n\n<p>\u6587\u7ae0\u304c\u6570\u5024\u30d9\u30af\u30c8\u30eb\u5316\u3055\u308c\u305f\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u985e\u4f3c\u5ea6\u304c\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<br><strong><span style=\"background-color: #87cefa;\">\u30d9\u30af\u30c8\u30eb\u306e\u8fd1\u3055\u3092\u305d\u306e\u307e\u307e2\u6587\u7ae0\u306e\u8fd1\u3055\u3068\u3059\u308c\u3070\u826f\u3044<\/span><\/strong>\u308f\u3051\u3067\u3059\u306d\u3002<br>\u305d\u306e\u65b9\u6cd5\u3082\u591a\u3005\u3042\u308a\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u305d\u306e\u4e2d\u3067\u3082\u7279\u306b\u5e83\u304f\u7528\u3044\u3089\u308c\u308b<span style=\"font-weight: bold;\">\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6<\/span>\u306b\u3064\u3044\u3066\u3054\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6<\/h3>\n\n\n\n<p>\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u3068\u3044\u3046\u306e\u306f\u30012\u3064\u306e\u30d9\u30af\u30c8\u30eb\u306e\u306a\u3059\u89d2\u5ea6\u306e\u30b3\u30b5\u30a4\u30f3\u3067\u3059\u3002<br><strong><span style=\"background-color: #87cefa;\">2\u3064\u306e\u30d9\u30af\u30c8\u30eb\u304c\u5168\u304f\u540c\u3058\u65b9\u5411\u3092\u5411\u3044\u3066\u3044\u308c\u3070cos(0\u00b0)=1\u3068\u306a\u308a\u3001\u5168\u304f\u9006\u65b9\u5411\u3092\u5411\u3044\u3066\u3044\u308c\u3070cos(180\u00b0)=-1<\/span><\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<br>\u3064\u307e\u308a\u3001<span style=\"font-weight: bold;\">\u30d9\u30af\u30c8\u30eb\u306e\u5411\u304d\u304c\u8fd1\u3051\u308c\u3070\u8fd1\u3044\u307b\u3069\u3001\u3053\u306e\u5024\u306f\u5927\u304d\u304f\u306a\u308b<\/span>\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3061\u306a\u307f\u306b\u3001<strong>\b\u5225\u306b\u30b3\u30b5\u30a4\u30f3\u306a\u3093\u304b\u3057\u306a\u3044\u3067\u89d2\u5ea6\u3092\u305d\u306e\u307e\u307e\u4f7f\u3048\u3070\u826f\u3044\u306e\u3067\u306f\uff1f<\/strong>\u3068\u601d\u308f\u308c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u5b9f\u306f<span style=\"font-weight: bold;\"><span style=\"background-color: 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src=\"https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/naiseki.png\" alt=\"\" width=\"248.5\" height=\"52\" srcset=\"https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/naiseki.png 497w, https:\/\/analysis-navi.com\/wp-content\/uploads\/2019\/01\/naiseki-300x63.png 300w\" sizes=\"(max-width: 497px) 100vw, 497px\" 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class=\"credit-box\">created by&nbsp;<a href=\"https:\/\/oyakosodate.com\/rinker\/\" rel=\"nofollow noopener\" target=\"_blank\" >Rinker<\/a><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"price-box\">\n\t\t\t\t\t\t\t<span title=\"\" class=\"price\">\u00a53,960<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"price_at\">(2026\/05\/15 00:32:07\u6642\u70b9&nbsp;\u697d\u5929\u5e02\u5834\u8abf\u3079-<\/span><span title=\"\u3053\u306e\u30b5\u30a4\u30c8\u3067\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u306f\u5f53\u30b5\u30a4\u30c8\u306e\u4f5c\u6210\u8005\u306b\u3088\u308a\u904b\u55b6\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4fa1\u683c\u3001\u8ca9\u58f2\u53ef\u80fd\u60c5\u5831\u306f\u3001\u5909\u66f4\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8cfc\u5165\u6642\u306b\u697d\u5929\u5e02\u5834\u5e97\u8217\uff08www.rakuten.co.jp\uff09\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u4fa1\u683c\u304c\u305d\u306e\u5546\u54c1\u306e\u8ca9\u58f2\u306b\u9069\u7528\u3055\u308c\u307e\u3059\u3002\">\u8a73\u7d30)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<ul class=\"yyi-rinker-links\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t                    <li class=\"amazonlink\">\n\t\t\t\t\t\t<a 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