{"id":4917,"date":"2020-08-21T22:18:47","date_gmt":"2020-08-21T13:18:47","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4917"},"modified":"2024-07-16T22:34:28","modified_gmt":"2024-07-16T13:34:28","slug":"text-mining-tool","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/text-mining-tool\/","title":{"rendered":"\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3001\u6587\u7ae0\u89e3\u6790\u30c4\u30fc\u30eb\u306e\u7d39\u4ecb"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u306f<\/h3><\/div><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u306f\u3001\u66f8\u304b\u308c\u305f\u81ea\u7136\u8a00\u8a9e\u304b\u3089\u9ad8\u54c1\u8cea\u306e\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306e\u3053\u3068\u3067\u3059\u3002\u300c\u9ad8\u54c1\u8cea\u306e\u60c5\u5831\u300d\u3068\u306f\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u9023\u3059\u308b\u6709\u76ca\u306a\u65b0\u60c5\u5831\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u96fb\u5b50\u30e1\u30fc\u30eb\u3084\u30ef\u30fc\u30c9\u6587\u66f8\u3001PDF\u30d5\u30a1\u30a4\u30eb\u3001SMS\u30e1\u30c3\u30bb\u30fc\u30b8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u306f\u5168\u3066\u81ea\u7136\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306f\u901a\u5e38\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306f\u305d\u306e\u3088\u3046\u306a\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304b\u3089\u30a4\u30f3\u30b5\u30a4\u30c8\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u5c0e\u304d\u51fa\u3059\u305f\u3081\u306b\u7528\u3044\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u305f\u4e00\u9023\u306e\u6587\u66f8\u3092\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3053\u3068\u306f\u7c21\u5358\u306a\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u4f8b\u3067\u3059\u3002\u30b9\u30ad\u30e3\u30f3\u5f8c\u306f\u3001\u4e88\u6e2c\u5206\u985e\u306e\u305f\u3081\u306b\u6587\u66f8\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u304b\u3001\u62bd\u51fa\u3057\u305f\u60c5\u5831\u3092\u30af\u30ea\u30fc\u30f3\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u300c\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u300d\u3068\u300c\u6587\u7ae0\u89e3\u6790\u300d\u306e\u9055\u3044<\/h3><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-margin-top:20px;\"><p>\u300c\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u300d\u306f\u300c\u6587\u7ae0\u89e3\u6790\u300d\u3068\u307b\u307c\u540c\u7fa9\u3067\u3042\u308a\u3001\u591a\u304f\u306e\u4eba\u306f\u3053\u306e\u4e8c\u3064\u306e\u7528\u8a9e\u3092\u540c\u3058\u3088\u3046\u306a\u610f\u5473\u3067\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u53b3\u5bc6\u306b\u8a00\u3046\u3068\u3001\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306f\u3001AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u58ee\u5927\u306a\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u6587\u7ae0\u89e3\u6790\u306e\u4e00\u3064\u524d\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306f\u30c7\u30fc\u30bf\u6574\u7406\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u6700\u5927\u306e\u76ee\u6a19\u306f\u3001\u60c5\u5831\u691c\u7d22\u306e\u305f\u3081\u306b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3084\u5206\u6790\u624b\u6cd5\u3092\u7528\u3044\u3066\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3092\u884c\u3063\u305f\u5f8c\u306f\u3001\u304a\u305d\u3089\u304fExcel\u307e\u305f\u306fCSV\u30d5\u30a1\u30a4\u30eb\u3067\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u30af\u30ea\u30fc\u30f3\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5f97\u3089\u308c\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001\u7d71\u8a08\u304a\u3088\u3073AI\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305f\u6587\u7ae0\u89e3\u6790\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u5165\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6587\u7ae0\u89e3\u6790\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3057\u3001\u4e88\u6e2c\u307e\u305f\u306f\u65b0\u305f\u306a\u77e5\u898b\u306e\u62bd\u51fa\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u624b\u6cd5\uff08\u524d\u51e6\u7406\u6280\u8853\uff09<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3067\u6700\u3082\u3088\u304f\u5229\u7528\u3055\u308c\u308b\u524d\u51e6\u7406\u624b\u6cd5\u306b\u306f\u3001\u30c8\u30fc\u30af\u30f3\u5316\u3001\u7528\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u3001\u30b9\u30c6\u30df\u30f3\u30b0\u304a\u3088\u3073\u898b\u51fa\u3057\u8a9e\u5316\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c8\u30fc\u30af\u30f3\u5316<\/h4><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><p>\u30c8\u30fc\u30af\u30f3\u5316\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u500b\u3005\u306e\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3001\u6587\u5168\u4f53\u306a\u3069\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5206\u5272\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u53e5\u8aad\u70b9\u3084\u7279\u6b8a\u6587\u5b57\uff08 %\u3001&amp;\u3001$\u306a\u3069\u306e\u8a18\u53f7\uff09\u304c\u524a\u9664\u3055\u308c\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u7528\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6<\/h4><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><p>\u7528\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306f\u3001\u6587\u66f8\u5185\u306b\u305d\u306e\u7528\u8a9e\u304c\u4f55\u56de\u304f\u3089\u3044\u51fa\u73fe\u3059\u308b\u304b\u3092\u793a\u3057\u307e\u3059\u3002\u7528\u8a9e\u306f\u500b\u3005\u306e\u5358\u8a9e\u306e\u5834\u5408\u3082\u3042\u308c\u3070\u3001\u8907\u6570\u306e\u5358\u8a9e\u3092\u542b\u3080\u30d5\u30ec\u30fc\u30ba\u306e\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u6587\u66f8\u306e\u9577\u3055\u306f\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u306e\u3067\u3001\u9577\u3044\u6587\u66f8\u306e\u65b9\u304c\u77ed\u3044\u6587\u66f8\u306b\u6bd4\u3079\u3066\u51fa\u73fe\u56de\u6570\u304c\u591a\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u7528\u8a9e\u306e\u51fa\u73fe\u56de\u6570\u3092\u6587\u66f8\u5185\u306e\u7dcf\u7528\u8a9e\u6570\u3067\u5272\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u6b63\u898f\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30b9\u30c6\u30df\u30f3\u30b0<\/h4><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:20px;\"><p>\u30b9\u30c6\u30df\u30f3\u30b0\u306f\u3001\u5358\u8a9e\u304b\u3089\u63a5\u5c3e\u8f9e\u3092\u53d6\u308a\u9664\u304d\u3001\u8a9e\u5e79\u3092\u53d6\u308a\u51fa\u3059\u51e6\u7406\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u82f1\u5358\u8a9e<em>robotics<\/em>\u306f<em>robot<\/em>\u3068\u3044\u3046\u8a9e\u5e79\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u8a9e\u5e79\u306f\u901a\u5e38\u3001\u5b8c\u5168\u306a\u5358\u8a9e\u3067\u3059\u304c\u3001\u5358\u8a9e\u3067\u3042\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u82f1\u5358\u8a9e\u304b\u3089\u4e00\u822c\u7684\u306a\u63a5\u5c3e\u8f9e\u3092\u53d6\u308a\u9664\u304f\u305f\u3081\u306b\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001<a href=\"https:\/\/tartarus.org\/martin\/PorterStemmer\/\" target=\"_blank\" rel=\"noopener noreferrer\">Porter\u30b9\u30c6\u30de\u30fc<\/a>\u3067\u306f<em>universal<\/em>\u3001<em>university<\/em>\u3001<em>universe<\/em>\u306a\u3069\u306e\u5358\u8a9e\u304c<em>univers<\/em>\u3068\u3044\u3046\u8a9e\u5e79\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u898b\u51fa\u3057\u8a9e\u5316<\/h4><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-margin-top:20px;\"><p>Porter\u30b9\u30c6\u30de\u30fc\u306e\u4f8b\u3067\u898b\u305f\u3088\u3046\u306b\u3001\u30b9\u30c6\u30df\u30f3\u30b0\u306b\u4e00\u822c\u7684\u306b\u5229\u7528\u3055\u308c\u308b\u5358\u7d14\u306a\u63a5\u5c3e\u8f9e\u30eb\u30fc\u30eb\u3067\u306f\u3001\u610f\u5473\u7684\u306b\u3042\u307e\u308a\u95a2\u4fc2\u306e\u306a\u3044universal\u3001university\u3001universe\u304c\u540c\u3058\u8a9e\u5e79\u3092\u6301\u3064\u3068\u5224\u65ad\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u898b\u51fa\u3057\u8a9e\u5316\u306f\u3053\u306e\u3088\u3046\u306a\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u3088\u308a\u8907\u96d1\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u898b\u51fa\u3057\u8a9e\u5316\u3067\u306f\u3001\u5358\u8a9e\u306e\u8a9e\u5f59\u7bc4\u7587\uff08\u54c1\u8a5e\uff09\u306b\u5fdc\u3058\u3066\u7570\u306a\u308b\u6b63\u898f\u5316\u30eb\u30fc\u30eb\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u3053\u3046\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30b9\u30c6\u30df\u30f3\u30b0\u3055\u308c\u308b\u5358\u8a9e\u306b\u3064\u3044\u3066\u30b9\u30c6\u30de\u30fc\u304c\u3088\u308a\u591a\u304f\u306e\u60c5\u5831\u3092\u628a\u63e1\u3067\u304d\u308b\u306e\u3067\u3001\u985e\u4f3c\u306e\u5358\u8a9e\u3092\u3088\u308a\u6b63\u78ba\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3001\u6587\u7ae0\u89e3\u6790\u306e\u30c4\u30fc\u30eb<\/h3><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-margin-top:20px;\"><p>\u591a\u304f\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u6587\u7ae0\u89e3\u6790\u30c4\u30fc\u30eb\u306f\u81ea\u793e\u306e\u4e8b\u696d\u3084\u5546\u54c1\u3001\u9867\u5ba2\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u306a\u305c\u6587\u7ae0\u89e3\u6790\u304c\u5fc5\u8981\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u308c\u306f\u3001\u4ee5\u4e0b\u306b\u793a\u3059\u901a\u308a\u3001\u4eba\u3005\u306e\u66f8\u304f\u91cf\u304c\u3053\u308c\u307e\u3067\u306b\u306a\u304f\u5897\u3048\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<ul>\n<li>Twitter\u306f3\u5104\u4eba\u4ee5\u4e0a\u306e\u6708\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u3092\u8a87\u308a\u3001\u6bce\u65e55\u5104\u4ef6\u4ee5\u4e0a\u306e\u30c4\u30a4\u30fc\u30c8\u304c\u66f8\u304d\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>2018\u5e74\u306b\u9001\u53d7\u4fe1\u3055\u308c\u305f\u96fb\u5b50\u30e1\u30fc\u30eb\u306f2810\u5104\u4ef6\u306b\u306e\u307c\u308a\u3001\u3053\u306e\u6570\u306f\u6bce\u5e74\u5897\u52a0\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>2018\u5e74\u73fe\u5728\u3001\u6bce\u65e5400\u4e07\u4ef6\u4ee5\u4e0a\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u304c\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>45%\u306e\u6d88\u8cbb\u8005\u304c\u8cea\u554f\u3057\u305f\u308a\u554f\u984c\u306e\u89e3\u6c7a\u7b56\u3092\u63a2\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306f\u5168\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u3067\u3059\u3002\u3053\u308c\u3089\u3092\u5206\u6790\u3059\u308c\u3070\u3001\u81ea\u5206\u305f\u3061\u306e\u4f1a\u793e\u3084\u5546\u54c1\u306b\u3064\u3044\u3066\u6d88\u8cbb\u8005\u304c\u3069\u306e\u3088\u3046\u306b\u611f\u3058\u3001\u3069\u306e\u3088\u3046\u306b\u4f1d\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u50be\u5411\u3092\u628a\u63e1\u3057\u305f\u308a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u7406\u89e3\u3092\u6df1\u3081\u305f\u308a\u3059\u308b\u3053\u3068\u306b\u5f79\u7acb\u3061\u3001\u9a5a\u304f\u3079\u304d\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u767a\u898b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u306f\u6642\u9593\u3068\u52b4\u529b\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3068\u305d\u308c\u3092\u5206\u6790\u3059\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u6587\u7ae0\u89e3\u6790\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u30d7\u30ed\u30bb\u30b9\u3092\u5408\u7406\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u95a2\u9023\u3059\u308b\u30c4\u30a4\u30fc\u30c8\u3084\u9867\u5ba2\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306a\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u30b3\u30fc\u30d1\u30b9\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4ed8\u3051\u308c\u3070\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u6a5f\u68b0\u5b66\u7fd2\u3092\u958b\u59cb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u6539\u5584\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u5206\u6790\u3001\u5206\u6790\u306e\u7cbe\u5ea6\u6539\u5584\u306a\u3069\u69d8\u3005\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u4eab\u53d7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u6587\u7ae0\u89e3\u6790\u306e\u7a2e\u985e\u3068\u305d\u306e\u5f79\u5272\u3084\u30e1\u30ea\u30c3\u30c8\u3092\u4ee5\u4e0b\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u6587\u7ae0\u89e3\u6790\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u308b\u969b\u306b\u304a\u5f79\u306b\u7acb\u3066\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3001\u6587\u7ae0\u89e3\u6790\u306e\u4e8b\u4f8b<\/h3><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-margin-top:20px;\"><p><strong>\u611f\u60c5\u5206\u6790<\/strong>: \u30c6\u30ad\u30b9\u30c8\u5185\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u5206\u6790\u3057\u3066\u30dd\u30b8\u30c6\u30a3\u30d6\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u3001\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u306b\u5206\u985e\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306e\u6295\u7a3f\u3092\u5206\u6790\u3057\u305f\u308a\u3001\u9867\u5ba2\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304b\u3089\u50be\u5411\u3092\u628a\u63e1\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u611f\u60c5\u5206\u6790\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u306f\u3001<a href=\"\/blog\/sentiment-analysis-101\/\">\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/a><\/p>\n<p><strong>\u30c6\u30ad\u30b9\u30c8\u5206\u985e<\/strong>:\u00a0<a href=\"\/blog\/text-classification\/\">\u30c6\u30ad\u30b9\u30c8\u5206\u985e<\/a>\u306f\u3001\u4f55\u306b\u95a2\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u306a\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u884c\u70ba\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u672c\u6587\u3092\u5206\u6790\u3057\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u610f\u56f3\u3001\u611f\u60c5\u3092\u8a8d\u8b58\u3057\u3066\u3001\u3042\u3089\u304b\u3058\u3081\u8a2d\u5b9a\u3055\u308c\u305f\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u985e\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5546\u54c1\u306b\u95a2\u3059\u308b\u9867\u5ba2\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53ce\u96c6\u3057\u3066\u3001\u6a5f\u80fd\u3001\u4fa1\u683c\u3001\u6539\u5584\u70b9\u3001\u82e6\u60c5\u306a\u3069\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u8a00\u8a9e\u8b58\u5225<\/strong>: \u6587\u7ae0\u304c\u4f55\u8a9e\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u306b\u57fa\u3065\u3044\u3066\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u985e\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3078\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u81ea\u52d5\u7684\u306b\u6700\u3082\u9069\u3057\u305f\u30c1\u30fc\u30e0\u306b\u8ee2\u9001\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u3068\u8003\u3048\u308b\u591a\u56fd\u7c4d\u4f01\u696d\u3067\u3088\u304f\u7528\u3044\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\u610f\u56f3\u5206\u985e<\/strong>: \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u6587\u7ae0\u89e3\u6790\u306b\u304a\u3044\u3066\u300c\u610f\u56f3\u300d\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u3069\u306e\u3088\u3046\u306a\u76ee\u7684\u3067\u5165\u529b\u3057\u305f\u306e\u304b\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001<a href=\"\/blog\/the-future-of-chatbots\/\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/a>\u304b\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u55b6\u696d\u6642\u9593\u3092\u5c0b\u306d\u308b\u30b1\u30fc\u30b9\u3092\u60f3\u5b9a\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u540c\u3058\u3053\u3068\u3092\u8a00\u3044\u305f\u3044\u5834\u5408\u3067\u3082\u3001\u4eba\u9593\u306f\u5fc5\u305a\u3057\u3082\u540c\u3058\u3088\u3046\u306b\u8868\u73fe\u3057\u306a\u3044\u306e\u3067\u3001\u610f\u56f3\u5206\u985e\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u55b6\u696d\u6642\u9593\u306f\u4f55\u6642\u304b\u3089\u4f55\u6642\u307e\u3067\u3067\u3059\u304b\uff1f\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u300c\u55b6\u696d\u6642\u9593\u306f\uff1f\u300d\u3084\u300c\u958b\u5e97\u6642\u9593\u3068\u9589\u5e97\u6642\u9593\u306f\u4f55\u6642\u3067\u3059\u304b\uff1f\u300d\u3068\u8868\u73fe\u3055\u308c\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u696d\u52d9\u5206\u91ce\u306b\u95a2\u9023\u3057\u305f\u9867\u5ba2\u306e\u610f\u56f3\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5b66\u7fd2\u3084\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584\u306b\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p><strong>\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa<\/strong>: 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