{"id":6489,"date":"2019-11-21T07:21:52","date_gmt":"2019-11-21T07:21:52","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=6489"},"modified":"2019-11-21T11:24:05","modified_gmt":"2019-11-21T11:24:05","slug":"5-examples-of-machine-learning-you-should-know-about","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/","title":{"rendered":"\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u6a5f\u68b0\u5b66\u7fd2\u306e5\u3064\u306e\u4e8b\u4f8b"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">table of contents<\/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\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-6a695aaf5a976\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><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><\/label><input  type=\"checkbox\" id=\"item-6a695aaf5a976\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/#1_Music_Spotify_and_Soundcloud\" title=\"1.\u97f3\u697d\u3067\u3059\u3002Spotify\u3068Soundcloud\u00a0\">1.\u97f3\u697d\u3067\u3059\u3002Spotify\u3068Soundcloud\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/#2_PathAi_Quick_Diagnosis_with_Tensorflow\" title=\"2.PathAi:Tensorflow\u306b\u3088\u308b\u8fc5\u901f\u306a\u8a3a\u65ad\u00a0\">2.PathAi:Tensorflow\u306b\u3088\u308b\u8fc5\u901f\u306a\u8a3a\u65ad\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/#3_Concerto_Medical_Data_Science_Via_ML\" title=\"3.\u30b3\u30f3\u30c1\u30a7\u30eb\u30c8\u3002ML\u306b\u3088\u308b\u533b\u7642\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u00a0\">3.\u30b3\u30f3\u30c1\u30a7\u30eb\u30c8\u3002ML\u306b\u3088\u308b\u533b\u7642\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/#4_Web_Personalization_What_You_Like_When_You_Want_It\" title=\"4.Web\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3002\u597d\u304d\u306a\u3082\u306e\u3092\u3001\u597d\u304d\u306a\u3068\u304d\u306b\u00a0\">4.Web\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3002\u597d\u304d\u306a\u3082\u306e\u3092\u3001\u597d\u304d\u306a\u3068\u304d\u306b\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/#5_Education_As_a_Whole\" title=\"5.\u5168\u4f53\u3068\u3057\u3066\u306e\u6559\u80b2\u00a0\">5.\u5168\u4f53\u3068\u3057\u3066\u306e\u6559\u80b2\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/#Conclusion\" title=\"\u7d50\u8ad6\">\u7d50\u8ad6<\/a><\/li><\/ul><\/nav><\/div>\n<p><em><span style=\"font-weight: 400;\">Paul Matthews, freelance tech writer, writes about examples of machine learning across the the <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30d8\u30eb\u30b9\u30b1\u30a2<\/a>, entertainment, marketing and education industries.\u00a0<\/span><\/em><\/p>\n<p>\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u958b\u767a\u304b\u3089\u81ea\u52d5\u8eca\u5206\u91ce\u307e\u3067\u3001\u305d\u306e\u7528\u9014\u306f <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=ML-Surprising-Applications\">\u6a5f\u68b0\u5b66\u7fd2<\/a>g\u3092\u30d3\u30b8\u30cd\u30b9\u76ee\u7684\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u5927\u304d\u306a\u610f\u5473\u3092\u6301\u3061\u307e\u3059\u3002\u73fe\u5b9f\u306e\u4e16\u754c\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u4f8b\u3068\u3057\u3066\u306f\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3\u3001\u7269\u4f53\u691c\u51fa\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3088\u308a\u826f\u3044\u30aa\u30f3\u30e9\u30a4\u30f3\u4f53\u9a13\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u533b\u7642\u3084\u6559\u80b2\u3092\u767a\u5c55\u3055\u305b\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u3001ML\u304c\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u30015\u3064\u306e\u8208\u5473\u6df1\u3044\u4f8b\u3092\u5206\u6790\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_Music_Spotify_and_Soundcloud\"><\/span><b>1.\u97f3\u697d\u3067\u3059\u3002Spotify\u3068Soundcloud\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u00a0\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb\u3001\u30bd\u30cb\u30fc\u3001EMI\u306a\u3069\u306e\u4f01\u696d\u306f\u3001\u904e\u53bb10\u5e74\u9593\u306b\u5927\u898f\u6a21\u306a\u30c7\u30b8\u30bf\u30eb\u5316\u3092\u7d4c\u9a13\u3057\u3001\u300c\u4e00\u5b9a\u6570\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u58f2\u308b\u300d\u3053\u3068\u304b\u3089\u300c\u305d\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u300en\u300f\u56de\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3059\u308b\u300d\u3053\u3068\u306b\u9032\u5316\u3057\u307e\u3057\u305f\u3002Youtube\u3001Spotify\u3001Soundcloud\u306a\u3069\u306e\u30dd\u30fc\u30bf\u30eb\u3067\u306e\u518d\u751f\u306b\u3088\u308b\u5e83\u544a\u7d4c\u7531\u306e\u30de\u30cd\u30bf\u30a4\u30ba\u306f\u3001\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002\u9a12\u304c\u3057\u3044\u97f3\u697d\u5e02\u5834\u306e\u4e2d\u3067\u3001\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u5e38\u306b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u8033\u3092\u81ea\u5206\u305f\u3061\u306e\u30ea\u30ea\u30fc\u30b9\u306b\u5411\u304b\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u308c\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3001\u3088\u308a\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u81ea\u52d5\u7684\u306b\u5f15\u304d\u5bc4\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u3042\u306a\u305f\u306e\u30c7\u30a4\u30ea\u30fc\u30df\u30c3\u30af\u30b9\u306e\u4e2d\u3067\u3001\u30e9\u30f3\u30c0\u30e0\u306a\u30c8\u30e9\u30c3\u30af\u304c\u300c\u3042\u306a\u305f\u306e\u597d\u307f\u306b\u57fa\u3065\u3044\u305f\u3082\u306e\u300d\u3068\u30a2\u30c9\u30d0\u30a4\u30b9\u3055\u308c\u3066\u3044\u308b\u306e\u3092\u4f55\u5ea6\u898b\u305f\u3053\u3068\u304c\u3042\u308b\u3067\u3057\u3087\u3046\u304b\uff08\u3044\u3084\u3001\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\uff09\u3002\u3053\u306e\u554f\u984c\u306b\u5bfe\u3059\u308b\u7b54\u3048\u306f\u3001\u6bd4\u8f03\u7684\u30b7\u30f3\u30d7\u30eb\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>1.\u5b9f\u969b\u306e\u66f2\u306e\u69cb\u6210\u3068<br \/>\n<span style=\"font-weight: 400;\">2.\u63a8\u5968\u3055\u308c\u305f\u66f2\u306e\u524d\u5f8c\u306b\u30e6\u30fc\u30b6\u30fc\u304c\u81ea\u5206\u306e\u9078\u3093\u3060\u66f2\u3092\u518d\u751f\u3057\u3066\u3044\u308b\u3053\u3068\u3002<\/span><\/p>\n<p>Spotify\u3082Soundcloud\u3082\u3001ML\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3063\u3066\u30e6\u30fc\u30b6\u30fc\u306e\u9078\u629e\u3092\u7406\u89e3\u30fb\u5206\u6790\u3057\u3001\u53ce\u96c6\u3057\u305f\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3092\u4e0b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-6494\" src=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/phone-1024x683.jpg\" alt=\"\" width=\"462\" height=\"308\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/phone-1024x683.jpg 1024w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/phone-300x200.jpg 300w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/phone-768x512.jpg 768w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/phone-1080x720.jpg 1080w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/phone.jpg 1350w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/phone-300x200@2x.jpg 600w\" sizes=\"(max-width: 462px) 100vw, 462px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_PathAi_Quick_Diagnosis_with_Tensorflow\"><\/span><b>2.PathAi:Tensorflow\u306b\u3088\u308b\u8fc5\u901f\u306a\u8a3a\u65ad\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">PathAi\u306f\u3001\u4e3b\u306bTensorflow\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u75c7\u72b6\u3068\u4ed6\u306e\u74b0\u5883\u5909\u6570\uff08\u4eba\u53e3\u7d71\u8a08\u5b66\u3001\u5834\u6240\u306a\u3069\uff09\u3092\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u3067\u3001\u8a3a\u65ad\u306e\u8fc5\u901f\u5316\u3092\u652f\u63f4\u3057\u307e\u3059\u3002PathAi\u306e\u6700\u5927\u306e\u30bb\u30fc\u30eb\u30b9\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u5b8c\u5168\u306a\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u7acb\u3061\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u306e\u4ed6\u306e\u304b\u3055\u3070\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u6bd4\u8f03\u3057\u3066\u3001\u975e\u5e38\u306b\u30b9\u30ea\u30e0\u3067\u3001\u6642\u306b\u306f\u30a2\u30c9\u30db\u30c3\u30af\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u5fc5\u8981\u3068\u3059\u308b\u3068\u3044\u3046\u70b9\u3067\u3059\u3002PathAi\u306f\u30011\u51045,000\u4e07\u30c9\u30eb\u4ee5\u4e0a\u306e\u6295\u8cc7\u3092\u53d7\u3051\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3001\u8fd1\u3044\u5c06\u6765\u3001\u975e\u5e38\u306b\u5927\u304d\u306a\u4f01\u696d\u306b\u306a\u308b\u3053\u3068\u306f\u9593\u9055\u3044\u306a\u3044\u3067\u3057\u3087\u3046\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ML\u3084\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u95a2\u9023\u306e\u533b\u7642\u7cfb\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3092\u5c06\u6765\u306e\u300c\u696d\u754c\u6a19\u6e96\u300d\u3068\u3057\u3066\u6319\u3052\u308b\u306e\u306f\u306a\u304b\u306a\u304b\u96e3\u3057\u3044\u3067\u3059\u304c\u3001\u4eca\u306e\u3068\u3053\u308d\u3001PathAi\u306f\u5065\u5eb7\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u672a\u6765\u306b\u95a2\u3059\u308b\u57fa\u790e\u3092\u7bc9\u3044\u3066\u3044\u308b\u3068\u8a00\u3063\u3066\u3044\u3044\u3067\u3057\u3087\u3046\u3002\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Concerto_Medical_Data_Science_Via_ML\"><\/span><b>3.\u30b3\u30f3\u30c1\u30a7\u30eb\u30c8\u3002ML\u306b\u3088\u308b\u533b\u7642\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">With Concerto, we&#8217;re still analysing the healthcare sector and its machine learning-based applications. When Concerto was developed, their creators had a clear idea: building something which could have helped oncologists, surgeons and general doctors in understanding symptoms, by automatically processing bulky, sometimes confusing databases within a fraction of second. Concerto is, in fact, the first data science-related tool for medical purposes. Built in New York by a team of former data scientists, Concerto has been a refreshing scent of technology in a medical world which, in terms of data processing, still relies on paper and slow communication between professionals, making, sometimes, the development of any form of procedure slow and stressful. Concerto is a strong, tangible example of how <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/spotlight-kolabtrees-research-consultant-and-data-scientist-dr-cidila-d\/\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a> applies to infrastructures and architectures for building processes and not for mere marketing goals and retargeting ads. Concerto is set to become the most used database in 2025, at least in the states.\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Web_Personalization_What_You_Like_When_You_Want_It\"><\/span><b>4.Web\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3002\u597d\u304d\u306a\u3082\u306e\u3092\u3001\u597d\u304d\u306a\u3068\u304d\u306b\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u3042\u3042\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3002\u3053\u308c\u304c\u3053\u306e10\u5e74\u3067\u6700\u5927\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u306a\u3044\u3068\u3057\u305f\u3089\u3001\u4ed6\u306b\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30a6\u30a7\u30d6\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\uff08\u4e3b\u306bPython\u3068Javascript\uff09\u3092\u4f7f\u7528\u3057\u3066\u3001\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\/\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u4e0a\u306e\u30ab\u30bf\u30ed\u30b0\u3001\u5546\u54c1\u30ea\u30b9\u30c8\u3001\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4e00\u90e8\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u53d6\u5f97\u3001\u51e6\u7406\u3001\u69cb\u7bc9\u306e3\u3064\u306e\u4e3b\u8981\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u5206\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">-\u305d\u306e <strong>\u53d6\u5f97<\/strong> \u306e\u90e8\u5206\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u305f\u3068\u304d\uff08\u4e3b\u306bCookie\u3092\u4ecb\u3057\u3066\uff09\u3001\u30e1\u30fc\u30eb\u3067\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u306b\u56de\u7b54\u3057\u305f\u3068\u304d\u3001\u30da\u30fc\u30b8\u306e\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u306b\u4f55\u304b\u3092\u5165\u529b\u3057\u305f\u3068\u304d\u306b\u884c\u308f\u308c\u308b\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u6307\u3057\u307e\u3059\u3002GDPR\u306e\u6700\u65b0\u306e\u5224\u6c7a\u3092\u53d7\u3051\u3066\u3001\u3053\u306e\u90e8\u5206\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u660e\u78ba\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">-\u305d\u306e <strong>\u51e6\u7406<\/strong> \u306e\u90e8\u5206\u306fPython\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u7528\u306b\u95a2\u9023\u3057\u3066\u304a\u308a\u3001\u5b9f\u969b\u306b\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3092\u51e6\u7406\u3057\u3066\u5185\u90e8\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u74b0\u5883\u306b\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3059\u308bJavascript\u30c4\u30fc\u30eb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">-\u305d\u306e <strong>\u30d3\u30eb\u30c9<\/strong> \u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u4e0a\u8ff0\u306eJavascript\u30c4\u30fc\u30eb\u304c\u30da\u30fc\u30b8\u3092\u6700\u9069\u5316\u3059\u308b\u969b\u306b\u767a\u751f\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u5185\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u304c\u3001\u8d64\u3044\u9774\u304c\u597d\u304d\u306a\u30e6\u30fc\u30b6\u30fcx\u304c\u3001\u73fe\u5728\u30d5\u30c3\u30c8\u30a6\u30a7\u30a2\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u95b2\u89a7\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u5834\u5408\u3001JS\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u7d50\u679c\u3092\u4e0a\u4f4d\u306b\u79fb\u52d5\u3055\u305b\u3001\u30b5\u30a4\u30c8\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u9ad8\u3081\u307e\u3059\u3002\u3068\u3066\u3082\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u304c\u3001\u3068\u3066\u3082\u52b9\u679c\u7684\u3067\u3059\u306d\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306f\u3001ZARA\u3001Primark\u3001Boohoo\u3001ASOS\u306a\u3069\u306e\u30d6\u30e9\u30f3\u30c9\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_Education_As_a_Whole\"><\/span><b>5.\u5168\u4f53\u3068\u3057\u3066\u306e\u6559\u80b2\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u6559\u80b2\u5206\u91ce\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u6559\u80b2\u95a2\u9023\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u4f55\u5341\u793e\u3082\u3042\u308a\u307e\u3059\u3002\u5f7c\u3089\u306e\u76ee\u7684\u306f\u4f55\u306a\u306e\u304b\uff1f\u00a0<\/span><span style=\"font-weight: 400;\">\u3053\u3053\u3067\u306f\u3001\u6559\u80b2\u73fe\u5834\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u6d3b\u7528\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- \u554f\u984c\u89e3\u6c7a\u3068\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u306e\u5165\u624b\u304c\u5bb9\u6613\u306b\u3002\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044 \u8907\u96d1\u306a\u554f\u984c\u306b\u6570\u79d2\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3066 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u7e2e\u5c0f\u3057\u305f\u5f8c\u306b \u6700\u3082\u7c21\u5358\u306a\u5f62\u3067\u8aac\u660e\u3067\u304d\u308b\u5148\u751f\u304c\u3044\u308b\u3068\u3057\u305f\u3089 \u89b3\u5ba2\u306e\u30ec\u30d9\u30eb\u306b\u3082\u3088\u308a\u307e\u3059\u304c\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- \u30c8\u30d4\u30c3\u30af\u3084\u305d\u306e\u96e3\u6613\u5ea6\u306a\u3069\u306b\u5fdc\u3058\u3066\u3001\u30bf\u30b9\u30af\u3084\u8a66\u9a13\u3092\u81ea\u52d5\u7684\u306b\u4f5c\u6210\u3057\u307e\u3059\u3002\u5148\u751f\u306b\u3068\u3063\u3066\u306f\u3001\u304b\u306a\u308a\u6551\u308f\u308c\u307e\u3059\u3088\u306d\uff1f\u3053\u306e\u305f\u3081\u306eML\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u5fc5\u8981\u306a\u96e3\u6613\u5ea6\u306e\u8a66\u9a13\u554f\u984c\u3092\u51fa\u3059\u3088\u3046\u306b\u8a13\u7df4\u3055\u308c\u3001\u89e3\u7b54\u3082\u81ea\u52d5\u7684\u306b\u8a08\u7b97\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- \u8a66\u9a13\u3084\u5c0f\u8ad6\u6587\u306e\u5408\u683c\u7387\u3092\u5206\u6790\u3057\u3066\u30af\u30e9\u30b9\u306e\u9032\u5ea6\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u306f\u3001\u6559\u5e2b\u81ea\u8eab\u306e\u8a55\u4fa1\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><b>\u7d50\u8ad6<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4eca\u65e5\u306e\u4e16\u754c\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u4f8b\u306f\u6570\u3048\u5207\u308c\u307e\u305b\u3093\u3002\u30d3\u30b8\u30cd\u30b9\u306e\u89b3\u70b9\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u89b3\u70b9\u304b\u3089\u898b\u3066\u3082\u3001ML\u306e\u672a\u6765\u304c\u975e\u5e38\u306b\u660e\u308b\u3044\u3053\u3068\u306f\u5bb9\u6613\u306b\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u672a\u6765\u306f\u307e\u3055\u306b\u3001\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<p><strong>\u3092\u76f8\u8ac7\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=ML-Surprising-Applications\">\u6a5f\u68b0\u5b66\u7fd2\u7d4c\u9a13\u8005<\/a><a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning\">t<\/a>?Kolabtree\u3067\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u79d1\u5b66\u8005\u3092\u96c7\u3044\u307e\u3057\u3087\u3046\u3002  \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6295\u7a3f\u306f\u7121\u6599\u3067\u3001\u3059\u3050\u306b\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u00a0<\/strong><\/p>\n<p><em>Paul Matthews\u306f\u3001\u30de\u30f3\u30c1\u30a7\u30b9\u30bf\u30fc\u3092\u62e0\u70b9\u3068\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30fb\u6280\u8853\u7cfb\u30e9\u30a4\u30bf\u30fc\u3067\u3001\u4ee5\u4e0b\u306e\u76ee\u7684\u3067\u57f7\u7b46\u6d3b\u52d5\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/em><br \/>\n<em>\u30d3\u30b8\u30cd\u30b9\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3069\u3046\u3057\u305f\u3089\u3044\u3044\u306e\u304b\u3001\u30d3\u30b8\u30cd\u30b9\u30aa\u30fc\u30ca\u30fc\u306b\u3082\u3063\u3068\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u305f\u3044\u3002\u73fe\u5728\u3001\u5f7c\u306f<\/em><br \/>\n<em>\u306e\u6700\u5927\u306e\u30c1\u30fc\u30e0\u306b\u76f8\u8ac7\u3002 <a href=\"https:\/\/www.apadmi.com\/\">\u30a2\u30d7\u30ea\u958b\u767a\u8005<\/a> in Manchester\u3002<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>Paul Matthews, freelance tech writer, writes about examples of machine learning across the the healthcare, entertainment, marketing and education industries.\u00a0 From front end development to the automotive sector, the applications of machine learning for business purposes is bigger than ever. Examples of machine learning in the real world include recommendation engines, object detection, natural language processing, and more. Let&#8217;s analyse five interesting examples of how ML is being used to deliver better online experiences and advance healthcare and education. 1. Music: Spotify and Soundcloud\u00a0 \u00a0Companies like Universal, Sony and EMI have gone through a massive digitalization in the past 10 years, evolving from &#8220;selling a certain number of records&#8221; to<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-examples-of-machine-learning-you-should-know-about\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":12,"featured_media":6495,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434,398,433],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>5 Examples of Machine Learning You Should Know About<\/title>\n<meta name=\"description\" content=\"The examples of machine learning uses in the real world range from personalized recommendations to advancing medical care. Here are 5 handpicked uses.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/zh\/5-examples-of-machine-learning-you-should-know-about\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5 Examples of Machine Learning You Should Know About\" \/>\n<meta property=\"og:description\" content=\"The examples of machine learning uses in the real world range from personalized recommendations to advancing medical care. Here are 5 handpicked uses.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/zh\/5-examples-of-machine-learning-you-should-know-about\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2019-11-21T07:21:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-11-21T11:24:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-examples.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"890\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ramya Sriram\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ramya Sriram\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"5 Examples of Machine Learning You Should Know About","description":"The examples of machine learning uses in the real world range from personalized recommendations to advancing medical care. Here are 5 handpicked uses.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.kolabtree.com\/blog\/ja\/zh\/5-examples-of-machine-learning-you-should-know-about\/","og_locale":"ja_JP","og_type":"article","og_title":"5 Examples of Machine Learning You Should Know About","og_description":"The examples of machine learning uses in the real world range from personalized recommendations to advancing medical care. Here are 5 handpicked uses.","og_url":"https:\/\/www.kolabtree.com\/blog\/ja\/zh\/5-examples-of-machine-learning-you-should-know-about\/","og_site_name":"The Kolabtree Blog","article_publisher":"https:\/\/www.facebook.com\/kolabtree","article_published_time":"2019-11-21T07:21:52+00:00","article_modified_time":"2019-11-21T11:24:05+00:00","og_image":[{"width":890,"height":500,"url":"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-examples.jpg","type":"image\/jpeg"}],"author":"Ramya Sriram","twitter_card":"summary_large_image","twitter_creator":"@kolabtree","twitter_site":"@kolabtree","twitter_misc":{"\u57f7\u7b46\u8005":"Ramya Sriram","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/#article","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/"},"author":{"name":"Ramya Sriram","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/81992f5863a1b06d132a47822e7b4400"},"headline":"5 Examples of Machine Learning You Should Know About","datePublished":"2019-11-21T07:21:52+00:00","dateModified":"2019-11-21T11:24:05+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/"},"wordCount":1025,"commentCount":0,"publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"articleSection":["Artificial Intelligence","Data Science","Tech"],"inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/","url":"https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/","name":"5 Examples of Machine Learning You Should Know About","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/#website"},"datePublished":"2019-11-21T07:21:52+00:00","dateModified":"2019-11-21T11:24:05+00:00","description":"The examples of machine learning uses in the real world range from personalized recommendations to advancing medical care. Here are 5 handpicked uses.","breadcrumb":{"@id":"https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.kolabtree.com\/blog\/zh\/5-examples-of-machine-learning-you-should-know-about\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.kolabtree.com\/blog\/"},{"@type":"ListItem","position":2,"name":"5 Examples of Machine Learning You Should Know About"}]},{"@type":"WebSite","@id":"https:\/\/www.kolabtree.com\/blog\/#website","url":"https:\/\/www.kolabtree.com\/blog\/","name":"The Kolabtree Blog","description":"Expert Views on Science, Innovation and Product Development","publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kolabtree.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.kolabtree.com\/blog\/#organization","name":"Kolabtree","url":"https:\/\/www.kolabtree.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/","url":"","contentUrl":"","caption":"Kolabtree"},"image":{"@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/kolabtree","https:\/\/twitter.com\/kolabtree","https:\/\/instagram.com\/kolabtree","https:\/\/www.linkedin.com\/company\/kolabtree","https:\/\/en.m.wikipedia.org\/wiki\/Kolabtree"]},{"@type":"Person","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/81992f5863a1b06d132a47822e7b4400","name":"Ramya Sriram","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/8100b45c960ebbbbe420e8b3f250515f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8100b45c960ebbbbe420e8b3f250515f?s=96&d=mm&r=g","caption":"Ramya Sriram"},"description":"Ramya Sriram manages digital content and communications at Kolabtree (kolabtree.com), the world's largest freelancing platform for scientists. She has over a decade of experience in publishing, advertising and digital content creation.","url":"https:\/\/www.kolabtree.com\/blog\/ja\/author\/ramyas\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/6489"}],"collection":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/comments?post=6489"}],"version-history":[{"count":5,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/6489\/revisions"}],"predecessor-version":[{"id":6497,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/6489\/revisions\/6497"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/media\/6495"}],"wp:attachment":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/media?parent=6489"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/categories?post=6489"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/tags?post=6489"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}