{"id":2605,"date":"2019-12-05T16:40:33","date_gmt":"2019-12-05T21:40:33","guid":{"rendered":"http:\/\/skimai.com\/?p=2605"},"modified":"2024-05-20T07:38:37","modified_gmt":"2024-05-20T12:38:37","slug":"%e3%83%97%e3%83%ad%e3%83%80%e3%82%af%e3%83%88%e3%83%bb%e3%83%9e%e3%83%8d%e3%83%bc%e3%82%b8%e3%83%a3%e3%83%bc%e3%81%ae%e3%81%9f%e3%82%81%e3%81%ae%e3%83%88%e3%83%94%e3%83%83%e3%82%af%e3%83%bb%e3%83%a2","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/topic-modeling-for-product-managers\/","title":{"rendered":"\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u305f\u3081\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u30c8\u30b0\u30eb\u76ee\u6b21\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ja\/topic-modeling-for-product-managers\/#Topic_Modeling_for_Product_Managers\" >\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u305f\u3081\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ja\/topic-modeling-for-product-managers\/#What_is_Topic_Modeling\" >\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u306f\u4f55\u304b\uff1f<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/topic-modeling-for-product-managers\/#The_Difference_Between_Unsupervised_vs_Supervised_Learning\" >\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3068\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u9055\u3044<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ja\/topic-modeling-for-product-managers\/#The_Benefits_of_Supervised_Learning_for_Product_Managers\" >\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306b\u3068\u3063\u3066\u306e\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u5229\u70b9<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"Topic_Modeling_for_Product_Managers\"><\/span>\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u305f\u3081\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<pre><code>        <h1><span class=\"ez-toc-section\" id=\"What_is_Topic_Modeling\"><\/span>\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u306f\u4f55\u304b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h1>        \n    \u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306e\u4e00\u7a2e\u3067\u3001\u4e00\u9023\u306e\u6587\u66f8\u5185\u3067\u300c\u30c8\u30d4\u30c3\u30af\u300d\u3001\u3064\u307e\u308a\u3088\u304f\u51fa\u73fe\u3059\u308b\u5358\u8a9e\u3084\u5358\u8a9e\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30eb\u306f\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u304c\u6271\u3046\u81a8\u5927\u306a\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u3092\u5206\u985e\u30fb\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u91cd\u8981\u3067\u3042\u308b\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3044\u304f\u3064\u304b\u306e\u30bf\u30b9\u30af\u306e\u305f\u3081\u306b\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\uff1a<\/p><ul><li>\u5927\u898f\u6a21\u306a\u30ec\u30d3\u30e5\u30fc\u306e\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3057\u3001\u9867\u5ba2\u304c\u81ea\u793e\u88fd\u54c1\u306b\u3064\u3044\u3066\u4f55\u3092\u8a00\u3063\u3066\u3044\u308b\u304b\u3092\u77e5\u308b\u3002<\/li><li>\u9867\u5ba2\u304c\u3069\u306e\u3088\u3046\u306a\u88fd\u54c1\u306e\u7279\u5fb4\u306b\u3064\u3044\u3066\u8a71\u3057\u3066\u3044\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3002<\/li><li>\u9867\u5ba2\u304c\u3069\u306e\u3088\u3046\u306a\u65b0\u6a5f\u80fd\u3092\u671b\u3093\u3067\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u3002<\/li><li>\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3092\u901a\u3058\u3066\u3001\u81ea\u793e\u88fd\u54c1\u306b\u5bfe\u3059\u308b\u9867\u5ba2\u306e\u610f\u898b\u3092\u77e5\u308b\u3002<\/li><\/ul><p>\u3042\u308b\u610f\u5473\u3067\u3001\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u4f3c\u3066\u3044\u308b\u3002\u3069\u3061\u3089\u3082\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306eNLP\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002\u3069\u3061\u3089\u3082\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u30fb\u30e2\u30c7\u30eb\u304c\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u90e8\u304c\u80af\u5b9a\u7684\u304b\u5426\u5b9a\u7684\u304b\u3092\u5224\u65ad\u3057\u3088\u3046\u3068\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30eb\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u90e8\u304c\u4f55\u306b\u3064\u3044\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3057\u3088\u3046\u3068\u3059\u308b\u3002\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30eb\u306f\u3001\u5404\u6587\u66f8\u3067\u6700\u3082\u3088\u304f\u4f7f\u308f\u308c\u308b\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u6587\u66f8\u30bb\u30c3\u30c8\u304b\u3089\u691c\u7d22\u3057\u3001\u76f8\u4e92\u76f8\u95a2\u3092\u3068\u3063\u3066\u3001\u5404\u6587\u66f8\u5185\u3068\u5168\u6587\u66f8\u9593\u3067\u6700\u3082\u3088\u304f\u4f7f\u308f\u308c\u308b\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u305f\u3081\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u5177\u4f53\u7684\u306b\u691c\u8a0e\u3059\u308b\u5834\u5408\u3001\u3069\u306e\u3088\u3046\u306a\u5b66\u7fd2\u3092\u9069\u7528\u3059\u308b\u304b\u304c\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>       \n        <h2><span class=\"ez-toc-section\" id=\"The_Difference_Between_Unsupervised_vs_Supervised_Learning\"><\/span>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3068\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u9055\u3044<span class=\"ez-toc-section-end\"><\/span><\/h2>        \n    <p>\u307b\u3068\u3093\u3069\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3092\u4f7f\u3063\u3066\u5b66\u7fd2\u3055\u308c\u308b\u3002\u300c\u6559\u5e2b\u306a\u3057\u300d\u3068\u306f\u3001\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u3066\u3044\u306a\u3044\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30fb\u30bb\u30c3\u30c8\u3067\u5b66\u7fd2\u3055\u308c\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306b\u306f\u591a\u304f\u306e\u5229\u70b9\u304c\u3042\u308b\uff1a<\/p><ul><li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u8a08\u7b97\u6642\u9593\u304c\u901f\u3044\u3002<\/li><li>\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30c8\u30d4\u30c3\u30af\u306b\u5236\u9650\u3055\u308c\u306a\u3044\u3001\u30ed\u30d0\u30b9\u30c8\u306a\u30c8\u30d4\u30c3\u30af\u9078\u629e\u3002<\/li><li>\u95a2\u9023\u3059\u308b\u3059\u3079\u3066\u306e\u30c8\u30d4\u30c3\u30af\u3092\u691c\u7d22\u3059\u308b\u969b\u306e\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3002<\/li><\/ul><p>\u3057\u304b\u3057\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u3001\u305d\u306e\u5229\u70b9\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u5b9a\u306e\u88fd\u54c1\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u969b\u306b\u3001\u7cbe\u5ea6\u3092\u843d\u3068\u3057\u305f\u308a\u3001\u4e0d\u6b63\u78ba\u306a\u7d50\u679c\u3084\u95a2\u9023\u6027\u306e\u306a\u3044\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u3055\u3048\u3042\u308b\u3002<\/code><\/pre>\n<p>\u00a0<\/p>\n<p>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3068\u306f\u5bfe\u7167\u7684\u306b\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u306f\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002\u3064\u307e\u308a\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u691c\u51fa\u3059\u308b\u30c8\u30d4\u30c3\u30af\u306e\u30bb\u30c3\u30c8\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002\u3053\u306e\u30bf\u30a4\u30d7\u306e\u5b66\u7fd2\u3067\u306f\u3001\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30eb\u306b\u3001\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u6240\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30bb\u30c3\u30c8\u3092\u4e0e\u3048\u308b\u3002\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306b\u306f\u3001\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u9078\u629e\u3057\u305f\u30c8\u30d4\u30c3\u30af\u4ee5\u5916\u306e\u91cd\u8981\u306a\u30c8\u30d4\u30c3\u30af\u3092\u898b\u9003\u3059\u30ea\u30b9\u30af\u304c\u3042\u308b\u3068\u3044\u3046\u6b20\u70b9\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u72ec\u81ea\u306e\u4e3b\u306a\u5229\u70b9\u3082\u3042\u308b\uff1a<\/p>\n<ul>\n<li>\u7279\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u3092\u691c\u7d22\u3059\u308b\u6a5f\u80fd\u3002<\/li>\n<li>\u691c\u7d22\u3059\u308b\u30c8\u30d4\u30c3\u30af\u306e\u6570\u3092\u9078\u629e\u3067\u304d\u308b\u3002<\/li>\n<li>\u9069\u5207\u306a\u30c8\u30d4\u30c3\u30af\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306e\u3001\u3088\u308a\u9ad8\u3044\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"The_Benefits_of_Supervised_Learning_for_Product_Managers\"><\/span>\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306b\u3068\u3063\u3066\u306e\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u5229\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<pre><code>    <p>\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u30c8\u30d4\u30c3\u30af\u5b66\u7fd2\u3092\u8003\u3048\u308b\u3068\u3001\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306e\u6700\u3082\u52b9\u679c\u7684\u306a\u5b66\u7fd2\u65b9\u6cd5\u306f\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3067\u3042\u308b\u3002\u4f8b\u3048\u3070\u3001\u7814\u7a76\u8ad6\u6587\u3092\u66f8\u304f\u5834\u5408\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306f\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u30c8\u30d4\u30c3\u30af\u3068\u3001\u305d\u308c\u3089\u304c\u4f7f\u7528\u3055\u308c\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u767a\u898b\u3059\u308b\u305f\u3081\u3001\u6700\u9069\u3067\u3042\u308b\u3002\u4e00\u65b9\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u30c8\u30d4\u30c3\u30af\u3092\u691c\u7d22\u3059\u3079\u304d\u304b\u3092\u3059\u3067\u306b\u77e5\u3063\u3066\u3044\u308b\u3002\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30c8\u30d4\u30c3\u30af\u306b\u95a2\u3059\u308b\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3088\u308a\u3082\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u81ea\u793e\u306e\u88fd\u54c1\u306b\u7279\u5316\u3057\u305f\u30c7\u30fc\u30bf\u3092\u898b\u3064\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u306f\u901a\u5e38\u3001\u81ea\u793e\u306e\u88fd\u54c1\u306b\u3064\u3044\u3066\u3069\u306e\u3088\u3046\u306a\u60c5\u5831\u304c\u5fc5\u8981\u304b\u3092\u3059\u3067\u306b\u77e5\u3063\u3066\u304a\u308a\u3001\u3053\u306e\u60c5\u5831\u3092\u57fa\u306b\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30eb\u304b\u3089\u6700\u3082\u6709\u76ca\u306a\u30c7\u30fc\u30bf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3092\u4f7f\u3046\u5229\u70b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3042\u308b\uff1a<\/p><ul><li>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306f\u3001\u7523\u696d\u6587\u66f8\u3084\u30cb\u30e5\u30fc\u30b9\u6587\u66f8\u3092\u6271\u3046\u969b\u306b\u3001\u3088\u308a\u826f\u3044\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u3002<\/li><li>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3067\u306f\u3001\u30e2\u30c7\u30eb\u5316\u3055\u308c\u308b\u30c8\u30d4\u30c3\u30af\u306e\u7bc4\u56f2\u306f\u3001\u7279\u5b9a\u306e\u88fd\u54c1\u306b\u95a2\u9023\u3059\u308b\u30c8\u30d4\u30c3\u30af\u306e\u307f\u306b\u9650\u5b9a\u3055\u308c\u308b\u3002<\/li><li>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306f\u3001\u30ec\u30d3\u30e5\u30fc\u30c8\u30d4\u30c3\u30af\u3068\u6a5f\u80fd\u30c8\u30d4\u30c3\u30af\u306a\u3069\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u95a2\u9023\u3059\u308b\u30c8\u30d4\u30c3\u30af\u3092\u5c0e\u304d\u51fa\u3059\u3002<\/li><\/ul><p>\u8981\u7d04\u3059\u308b\u3068\u3001\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306f\u3001\u5927\u898f\u6a21\u306a\u6587\u66f8\u30bb\u30c3\u30c8\u5168\u4f53\u3067\u6700\u3082\u4e00\u822c\u7684\u306a\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306eNLP\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3002\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306f\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3068\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3067\u5b66\u7fd2\u3067\u304d\u308b\u3002\u3069\u3061\u3089\u306e\u30bf\u30a4\u30d7\u306e\u5b66\u7fd2\u306b\u3082\u5229\u70b9\u304c\u3042\u308b\u304c\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u306e\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3092\u30c8\u30d4\u30c3\u30af\u30fb\u30e2\u30c7\u30eb\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u6700\u3082\u5927\u304d\u306a\u5229\u76ca\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/code><\/pre>\n<p>\u00a0<\/p>\n<p>\u6e96\u5099\u306f\u3044\u3044\u3067\u3059\u304b\uff1f\u306b\u95a2\u3059\u308b\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"http:\/\/skimai.com\/ja\/%e3%83%a9%e3%83%99%e3%83%ab%e4%bb%98%e3%81%8d%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e4%bf%9d%e5%ad%98%e3%81%99%e3%82%8b%e3%81%9f%e3%82%81%e3%81%ae10%e3%81%ae%e3%83%99%e3%82%b9%e3%83%88%e3%83%97%e3%83%a9\/\">\u30e9\u30d9\u30eb\u4ed8\u304d\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306e10\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/a> \u6559\u5e2b\u3042\u308a\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306e\u305f\u3081\u306e\u5f37\u529b\u3067\u3088\u304f\u6574\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Topic Modeling for Product Managers What is Topic Modeling? Topic modeling is a type of natural language processing (NLP) used to find \u201ctopics,\u201d or commonly occurring words or groups of words, within a set of documents. Topic models are critical to product managers because they enable them to sort and analyze the huge amounts of text data with which they have to work. Product managers need topic models for several tasks, such as:Analyzing a large set of reviews to learn what customers are saying about their products.Understanding what product features customers are talking about.Gaining insights into what new features customers desire.Learning about customers\u2019 opinions of their product via social media.In [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":2610,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,67,78],"tags":[79,75,91],"class_list":["post-2605","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-ml-nlp","category-ai-project-management","tag-how-to","tag-nlp","tag-topic-modeling"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - 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