{"id":6217,"date":"2019-11-06T15:38:47","date_gmt":"2019-11-06T15:38:47","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=6217"},"modified":"2020-11-09T05:58:32","modified_gmt":"2020-11-09T05:58:32","slug":"top-machine-learning-applications-in-mobile-apps","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/","title":{"rendered":"\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u5fdc\u7528\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-69f1667eb92a5\" 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-69f1667eb92a5\"><\/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\/top-machine-learning-applications-in-mobile-apps\/#Finance_and_Banking\" title=\"\u91d1\u878d\u30fb\u9280\u884c\">\u91d1\u878d\u30fb\u9280\u884c<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/#Healthcare\" title=\"\u30d8\u30eb\u30b9\u30b1\u30a2\u00a0\">\u30d8\u30eb\u30b9\u30b1\u30a2\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\/top-machine-learning-applications-in-mobile-apps\/#Retail_and_ecommerce\" title=\"\u5c0f\u58f2\u30fbe\u30b3\u30de\u30fc\u30b9\u00a0\">\u5c0f\u58f2\u30fbe\u30b3\u30de\u30fc\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\/top-machine-learning-applications-in-mobile-apps\/#Advertising_Marketing\" title=\"\u5e83\u544a\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\">\u5e83\u544a\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/#Real-World_Applications_of_Machine_Learning_in_Mobile_Apps\" title=\"\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u00a0\">\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\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\/top-machine-learning-applications-in-mobile-apps\/#Netflix\" title=\"Netflix\">Netflix<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/#Tinder\" title=\"Tinder\">Tinder<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/#Snapchat\" title=\"Snapchat\">Snapchat<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/#Google_Maps\" title=\"\u30b0\u30fc\u30b0\u30eb\u30de\u30c3\u30d7\">\u30b0\u30fc\u30b0\u30eb\u30de\u30c3\u30d7<\/a><\/li><\/ul><\/nav><\/div>\n<p><span style=\"font-weight: 400;\"><em>Juned Ghanchi\u6c0f\u304c\u30c8\u30c3\u30d7\u306b\u3064\u3044\u3066\u66f8\u3044\u3066\u3044\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=MLMobileApps\">\u6a5f\u68b0\u5b66\u7fd2<\/a> \u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e2d\u306b\u306f\u3001\u79c1\u305f\u3061\u306e\u591a\u304f\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u7528\u3057\u3066\u3044\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u3042\u308a\u307e\u3059\u3002 <\/em><\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mobile apps, thanks to their all-pervading and all-encompassing role across all spheres of life, have been the subject of several state-of-the-art technologies and innovations. For mobile apps to stand out from the crowd, new technologies are playing an instrumental role. As the demand for personalised user experience is exponentially growing across all digital applications, new technologies like Machine Learning and <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u4eba\u5de5\u77e5\u80fd<\/a> are playing a decisive role in meeting this demand.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3057\u304b\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5f37\u5316\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306e\u958b\u767a\u8005\u306f\u3001\u9854\u8a8d\u8b58\u3084\u4eba\u7269\u691c\u51fa\u304b\u3089\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3\u306b\u81f3\u308b\u307e\u3067\u3001\u5f37\u5316\u3055\u308c\u305f\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306b\u304a\u3051\u308b\u8208\u5473\u6df1\u3044\u6a5f\u68b0\u5b66\u7fd2\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Finance_and_Banking\"><\/span><b>\u91d1\u878d\u30fb\u9280\u884c<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u91d1\u878d\u30fb\u9280\u884c\u696d\u754c\u306b\u304a\u3051\u308b\u4e88\u6e2c\u5206\u6790\u306f\u3001\u30af\u30e9\u30c3\u30b7\u30e5\u3001\u7d4c\u6e08\u30d0\u30d6\u30eb\u3001\u30c8\u30ec\u30f3\u30c9\u306a\u3069\u3092\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u304c\u30ea\u30b9\u30af\u8981\u56e0\u304b\u3089\u9003\u308c\u3001\u6210\u9577\u6a5f\u4f1a\u3092\u6700\u9069\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u305f\u3081\u3001\u975e\u5e38\u306b\u91cd\u8981\u306a\u610f\u5473\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002 <\/span><b>\u4fdd\u967a\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7 <a href=\"https:\/\/econsultancy.com\/how-lemonade-disrupted-the-insurance-industry-and-built-a-multi-billion-dollar-business\/\">\u30ec\u30e2\u30cd\u30fc\u30c9<\/a> \u306f\u3001ML\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u6d3b\u7528\u3057\u3066\u4fdd\u967a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u306e\u63d0\u4f9b\u3092\u958b\u59cb\u3057\u307e\u3057\u305f\u3002\u00a0<\/b><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Healthcare\"><\/span><b>\u30d8\u30eb\u30b9\u30b1\u30a2\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u533b\u7642\u3082\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u5927\u304d\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u308b\u91cd\u8981\u306a\u5206\u91ce\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u306b\u57fa\u3065\u3044\u305f\u7cbe\u5bc6\u306a\u8a3a\u65ad\u304b\u3089\u3001\u60a3\u8005\u306e\u610f\u898b\u306b\u57fa\u3065\u3044\u305f\u3088\u308a\u7a4d\u6975\u7684\u3067\u8fc5\u901f\u306a\u533b\u7642\u3078\u306e\u9053\u307e\u3067\u3001\u3053\u306e\u6280\u8853\u306f\u73fe\u4ee3\u306e\u533b\u7642\u884c\u70ba\u306b\u591a\u304f\u306e\u52b9\u7387\u3068\u4fe1\u983c\u6027\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u65e9\u671f\u767a\u898b\u30fb\u8a3a\u65ad\u304c\u5fc5\u8981\u306a\u304c\u3093\u306a\u3069\u306e\u751f\u547d\u306b\u95a2\u308f\u308b\u75c5\u6c17\u3067\u306f\u3001\u60a3\u8005\u306e\u75c7\u72b6\u3092\u7a4d\u6975\u7684\u306b\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u6027\u8cea\u306e\u75c5\u6c17\u306b\u5bfe\u3057\u3066\u3001\u3088\u308a\u500b\u4eba\u306b\u5408\u3063\u305f\u6cbb\u7642\u6cd5\u3092\u63d0\u4f9b\u3059\u308b\u9053\u3092\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/span><a href=\"https:\/\/www.kolabtree.com\/blog\/wearable-technology-changing-the-face-of-healthcare\/\"><b>\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb<\/b><\/a><b> \u3068\u305d\u306e\u95a2\u9023\u3059\u308b\u643a\u5e2f\u96fb\u8a71\u30a2\u30d7\u30ea\u306e\u30d7\u30ec\u30a4\u306f\u3001\u73fe\u5728\u5927\u304d\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5065\u5eb7\u3092\u30e2\u30cb\u30bf\u30fc\u3057\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u00a0<\/b><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Retail_and_ecommerce\"><\/span><b>\u5c0f\u58f2\u30fbe\u30b3\u30de\u30fc\u30b9\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">e\u30b3\u30de\u30fc\u30b9\u30b9\u30c8\u30a2\u3092\u542b\u3080\u5c0f\u58f2\u696d\u754c\u5168\u4f53\u306b\u304a\u3044\u3066\u3001\u304a\u5ba2\u69d8\u306e\u884c\u52d5\u3084\u7fd2\u6163\u3092\u77e5\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u304a\u5ba2\u69d8\u306e\u597d\u307f\u3084\u50be\u5411\u3001\u610f\u56f3\u3092\u77e5\u308b\u3053\u3068\u3067\u3001\u5e97\u8217\u306f\u304a\u5ba2\u69d8\u306e\u30cb\u30fc\u30ba\u3084\u9078\u629e\u80a2\u3092\u3088\u308a\u6b63\u78ba\u306b\u3001\u9069\u5207\u306a\u5f62\u3067\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u8ca9\u58f2\u6a5f\u4f1a\u3092\u3088\u308a\u7684\u78ba\u306b\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u96fb\u5b50\u5546\u53d6\u5f15\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u4e3b\u306a\u5206\u91ce\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002 <\/span><a href=\"https:\/\/www.indianappdevelopers.com\/\"><span style=\"font-weight: 400;\">\u30a2\u30d7\u30ea\u958b\u767a\u8005<\/span><\/a><span style=\"font-weight: 400;\"> ML\u30d9\u30fc\u30b9\u306e\u30a4\u30f3\u30b5\u30a4\u30c8\u306f\u3001\u5546\u54c1\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u30c8\u30ec\u30f3\u30c9\u4e88\u6e2c\u3001\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u3001\u4e0d\u6b63\u9632\u6b62\u306e\u4ed5\u7d44\u307f\u306a\u3069\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <\/span><b>ML\u3092\u4f7f\u3063\u305f\u30e2\u30d0\u30a4\u30eb\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30a2\u30d7\u30ea\u306e\u4f8b\u3068\u3057\u3066\u306f\u3001EC\u5927\u624b\u306eAmazon\u304c\u3042\u308a\u307e\u3059\u3002\u00a0<\/b><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Advertising_Marketing\"><\/span>\u5e83\u544a\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u3044\u304f\u3064\u304b\u306e\u30d6\u30e9\u30f3\u30c9\u306f\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u306a\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u95a2\u9023\u6027\u306e\u9ad8\u3044\u5e83\u544a\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306bML\u306e\u529b\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/digiday.com\/marketing\/coca-cola-targeted-ads-based-facebook-instagram-photos\/\">\u30b3\u30ab\u30fb\u30b3\u30fc\u30e9<\/a> \u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306b\u5199\u771f\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3001\u753b\u50cf\u8a8d\u8b58\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3063\u3066\u88fd\u54c1\u306e\u753b\u50cf\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u3001\u4f1a\u8a71\u3092\u5229\u7528\u3057\u3001\u95a2\u9023\u3059\u308b\u8996\u8074\u8005\u306b\u5e83\u544a\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30b8\u30aa\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5229\u7528\u3057\u3066\u3001\u3059\u3067\u306b\u5546\u54c1\u3092\u8abf\u3079\u305f\u3053\u3068\u306e\u3042\u308b\u5e97\u8217\u306b\u8fd1\u3065\u3044\u305f\u3068\u304d\u306b\u3001\u30e2\u30d0\u30a4\u30eb\u901a\u77e5\u3092\u8868\u793a\u3059\u308b\u4f01\u696d\u3082\u3042\u308a\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><cite>Kolabtree\u306e\u8a18\u4e8b\u3092\u8aad\u3080 <a href=\"https:\/\/www.kolabtree.com\/blog\/5-companies-using-big-data-and-ai-to-improve-performance\/\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068AI\u3092\u6d3b\u7528\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b5\u3064\u306e\u4f01\u696d<\/a><\/cite><br \/>\n<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Real-World_Applications_of_Machine_Learning_in_Mobile_Apps\"><\/span><b>\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Netflix\"><\/span><b>Netflix<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30d3\u30c7\u30aa\u30fb\u30e1\u30c7\u30a3\u30a2\u30a2\u30d7\u30ea\u306eNetflix\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u5411\u4e0a\u3068\u30e6\u30fc\u30b6\u30fc\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u6539\u5584\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\u3002Netflix\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6d3b\u52d5\u306b\u57fa\u3065\u3044\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u597d\u307f\u3001\u9078\u629e\u3001\u610f\u56f3\u306b\u5fdc\u3048\u308b\u305f\u3081\u306bML\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002 <\/span><a href=\"https:\/\/research.netflix.com\/research-area\/machine-learning\"><span style=\"font-weight: 400;\">Netflix\u30ea\u30b5\u30fc\u30c1<\/span><\/a><span style=\"font-weight: 400;\"> \u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5168\u4f53\u3067ML\u304c\u3069\u306e\u3088\u3046\u306b\u52b9\u679c\u7684\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3092\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u00a0\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Tinder\"><\/span><b>Tinder<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u4e16\u754c\u7684\u306a\u4eba\u6c17\u3092\u8a87\u308b\u51fa\u4f1a\u3044\u7cfb\u30a2\u30d7\u30ea\u300cTinder\u300d\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u6e80\u8db3\u5ea6\u306e\u9762\u3067\u3001\u4ed6\u306e\u3042\u3089\u3086\u308b\u51fa\u4f1a\u3044\u7cfb\u30a2\u30d7\u30ea\u306e\u4e2d\u3067\u3001\u3059\u3067\u306b\u3042\u3089\u3086\u308b\u8a18\u9332\u3092\u5857\u308a\u66ff\u3048\u3066\u3044\u307e\u3059\u3002Tinder\u306f\u73fe\u5728\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3084\u597d\u307f\u3092\u3088\u308a\u6b63\u78ba\u306b\u7406\u89e3\u3057\u3001\u53f3\u30b9\u30ef\u30a4\u30d7\u3059\u308b\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092\u8868\u793a\u3059\u308b\u65b9\u6cd5\u3092\u8003\u3048\u3066\u3044\u307e\u3059\u3002Vox\u306b\u3088\u308bTinder\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8aac\u660e <\/span><a href=\"https:\/\/www.vox.com\/2019\/2\/7\/18210998\/tinder-algorithm-swiping-tips-dating-app-science\"><span style=\"font-weight: 400;\">\u3053\u308c<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Snapchat\"><\/span><b>Snapchat<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u304a\u5ba2\u69d8\u306b\u5b8c\u74a7\u306a\u304a\u52e7\u3081\u5546\u54c1\u3092\u63d0\u4f9b\u3057\u3066\u3001\u5b89\u5b9a\u3057\u305f\u58f2\u4e0a\u3092\u78ba\u4fdd\u3059\u308b\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Snapchat\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u306e\u80fd\u529b\u3092\u30d5\u30eb\u306b\u6d3b\u7528\u3057\u3066\u6210\u529f\u3057\u305f\u6570\u5c11\u306a\u3044\u30a2\u30d7\u30ea\u306e\u4e00\u3064\u3067\u3059\u3002Snapchat\u306e3D Paint\u306e\u3088\u3046\u306a\u30d5\u30a3\u30eb\u30bf\u30fc\u306f\u3001\u62e1\u5f35\u73fe\u5b9f\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f75\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u3092\u5f37\u5316\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u597d\u4f8b\u3067\u3059\u3002\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Google_Maps\"><\/span><b>\u30b0\u30fc\u30b0\u30eb\u30de\u30c3\u30d7<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-6223\" src=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-applications-mobile-apps-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-applications-mobile-apps-300x200.jpg 300w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-applications-mobile-apps-1024x683.jpg 1024w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-applications-mobile-apps-768x512.jpg 768w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-applications-mobile-apps-1080x720.jpg 1080w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-applications-mobile-apps.jpg 1350w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-applications-mobile-apps-300x200@2x.jpg 600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><br \/>\nGoogle Maps\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u5229\u7528\u306f\u3001\u3053\u306e\u6280\u8853\u304c\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306b\u6700\u9069\u306a\u52b9\u7387\u3068\u4f7f\u3044\u3084\u3059\u3055\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3082\u3046\u4e00\u3064\u306e\u9855\u8457\u306a\u4f8b\u3067\u3059\u3002Google Maps\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3084\u30b3\u30de\u30f3\u30c9\u3092\u6bce\u56de\u5f85\u3064\u306e\u3067\u306f\u306a\u304f\u3001ML\u3092\u4f7f\u3063\u3066\u4e88\u6e2c\u3057\u307e\u3059\u3002 <\/span><a href=\"https:\/\/venturebeat.com\/2019\/06\/27\/how-google-maps-uses-machine-learning-to-predict-bus-traffic-delays-in-real-time\/\"><span style=\"font-weight: 400;\">\u30d0\u30b9\u306e\u9045\u5ef6<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/ai.googleblog.com\/2017\/05\/updating-google-maps-with-deep-learning.html\"><span style=\"font-weight: 400;\">\u901a\u308a\u306e\u540d\u524d\u3092\u8aad\u3080<\/span><\/a><span style=\"font-weight: 400;\">\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7d50\u8ad6\u3068\u3057\u3066\u3001ML\u3068AI\u306f\u3001\u307b\u3093\u306e2\u30013\u5e74\u524d\u306b\u306f\u8003\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u3088\u3046\u306a\u3001\u3088\u308a\u30b9\u30de\u30fc\u30c8\u3067\u304a\u5ba2\u69d8\u306b\u512a\u3057\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9053\u3092\u958b\u3044\u3066\u3044\u307e\u3059\u3002\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u3068\u30c7\u30b8\u30bf\u30eb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u672a\u6765\u306f\u3001\u3053\u308c\u3089\u306e\u30b9\u30de\u30fc\u30c8\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u5c5e\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><strong>\u304a\u554f\u3044\u5408\u308f\u305b\u306f\u3053\u3061\u3089 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=MLMobileApps\">\u6a5f\u68b0\u5b66\u7fd2\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/a>?Kolabtree\u306eML\u3001AI\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u3068\u4e00\u7dd2\u306b\u4ed5\u4e8b\u3092\u3057\u3066\u307f\u307e\u305b\u3093\u304b\u3002\u00a0<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Juned Ghanchi writes about the top machine learning applications in mobile apps, some of which many of us use on a daily basis. Mobile apps, thanks to their all-pervading and all-encompassing role across all spheres of life, have been the subject of several state-of-the-art technologies and innovations. For mobile apps to stand out from the crowd, new technologies are playing an instrumental role. As the demand for personalised user experience is exponentially growing across all digital applications, new technologies like Machine Learning and Artificial Intelligence are playing a decisive role in meeting this demand.\u00a0 But how can Machine Learning empower mobile apps? ML is being used by mobile app developers<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":12,"featured_media":6221,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434,398,247,433],"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>Top Machine Learning Applications in Mobile Apps - The Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"Machine learning applications in mobile apps range from face recognition to personalized recommendations. Here are some interesting use cases.\" \/>\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\/top-machine-learning-applications-in-mobile-apps\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Machine Learning Applications in Mobile Apps\" \/>\n<meta property=\"og:description\" content=\"Machine learning applications in mobile apps range from face recognition to personalized recommendations. Here are some interesting use cases.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/top-machine-learning-applications-in-mobile-apps\/\" \/>\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=\"2019-11-06T15:38:47+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-11-09T05:58:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2019\/11\/machine-learning-mobile-apps.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1350\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\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=\"4\u5206\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Top Machine Learning Applications in Mobile Apps - The Kolabtree Blog","description":"Machine learning applications in mobile apps range from face recognition to personalized recommendations. 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