{"id":23618,"date":"2019-09-27T12:00:14","date_gmt":"2019-09-27T03:00:14","guid":{"rendered":"https:\/\/www.techscore.com\/blog\/?p=23618"},"modified":"2019-09-25T14:24:34","modified_gmt":"2019-09-25T05:24:34","slug":"recsys-2019","status":"publish","type":"post","link":"https:\/\/www.techscore.com\/blog\/2019\/09\/27\/recsys-2019\/","title":{"rendered":"RecSys 2019 \u306b\u53c2\u52a0\u3057\u307e\u3057\u305f"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u99ac\u5834\u3067\u3059\u3002<br \/>\n9\u670816\u65e5\u304b\u30895\u65e5\u9593\u3001\u30c7\u30f3\u30de\u30fc\u30af\u306e\u30b3\u30da\u30f3\u30cf\u30fc\u30b2\u30f3\u3067 \u958b\u50ac\u3055\u308c\u305fRecSys 2019 \u306b\u53c2\u52a0\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><a href=\"https:\/\/www.techscore.com\/blog\/wp\/wp-content\/uploads\/2019\/09\/IMG_0416.jpg\" rel=\"facebox\" rel=\"attachment wp-att-23622\"><img loading=\"lazy\" src=\"https:\/\/www.techscore.com\/blog\/wp\/wp-content\/uploads\/2019\/09\/IMG_0416-225x300.jpg\" alt=\"\" width=\"225\" height=\"300\" class=\"alignnone size-medium wp-image-23622\" srcset=\"https:\/\/www.techscore.com\/blog\/wp\/wp-content\/uploads\/2019\/09\/IMG_0416-225x300.jpg 225w, https:\/\/www.techscore.com\/blog\/wp\/wp-content\/uploads\/2019\/09\/IMG_0416-768x1024.jpg 768w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/a><\/p>\n<h1>RecSys \u3068\u306f\uff1f<\/h1>\n<p>RecSys \u306f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u56fd\u969b\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u3059\u3002<\/p>\n<p>Wikipedia \u306b\u3088\u308b\u3068\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\uff08recommender system) \u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<blockquote><p>\u60c5\u5831\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0 (IF) \u6280\u6cd5\u306e\u4e00\u7a2e\u3067\u3001\u7279\u5b9a\u30e6\u30fc\u30b6\u30fc\u304c\u8208\u5473\u3092\u6301\u3064\u3068\u601d\u308f\u308c\u308b\u60c5\u5831\uff08\u6620\u753b\u3001\u97f3\u697d\u3001\u672c\u3001\u30cb\u30e5\u30fc\u30b9\u3001\u753b\u50cf\u3001\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u306a\u3069\uff09\u3001\u3059\u306a\u308f\u3061\u300c\u304a\u3059\u3059\u3081\u300d\u3092\u63d0\u793a\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002<br \/>\n<a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%83%AC%E3%82%B3%E3%83%A1%E3%83%B3%E3%83%80%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0\" rel=\"noopener noreferrer\" target=\"_blank\">https:\/\/ja.wikipedia.org\/wiki\/\u30ec\u30b3\u30e1\u30f3\u30c0\u30b7\u30b9\u30c6\u30e0<\/a><\/p><\/blockquote>\n<p>\u304a\u3059\u3059\u3081\u3092\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u7279\u5b9a\u3057\u305f\u30e6\u30fc\u30b6\u306e\u8208\u5473\u3092\u7406\u89e3\u3057\u3001\u540c\u6642\u306b\u6620\u753b\u30fb\u97f3\u697d\u306a\u3069\u306e\u5927\u91cf\u306e\u60c5\u5831\u306e\u7279\u5fb4\u3092\u628a\u63e1\u3057\u305f\u4e0a\u3067\u3001\u305d\u306e\u4e2d\u304b\u3089\u30e6\u30fc\u30b6\u306b\u3042\u3063\u305f\u60c5\u5831\u3092\u9078\u629e\u3057\u3001\u63d0\u793a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u68b0\u304c\u3053\u308c\u3092\u81ea\u52d5\u3067\u884c\u3046\u306e\u306f\u96e3\u3057\u304f\u3001\u4fa1\u5024\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3059\u3079\u3066\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u304a\u3044\u3066\u7406\u8ad6\u306e\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3068\u5f37\u3044\u5b9f\u88c5\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002RecSys \u306f\u3042\u3089\u3086\u308b\u696d\u754c\u30fb\u5f62\u614b\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u3059\u308b\u5275\u610f\u5de5\u592b\u3068\u8ab2\u984c\uff08\u82e6\u52b4\uff09\u3092\u5171\u6709\u3001\u8b70\u8ad6\u3059\u308b\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u3001\u8a71\u984c\u306f\u30e6\u30fc\u30b6\u3084\u60c5\u5831\u306e\u7279\u5fb4\u62bd\u51fa\u3001\u60c5\u5831\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u9806\u4f4d\u3065\u3051\u306e\u624b\u6cd5\u304b\u3089\u30b7\u30b9\u30c6\u30e0\u306e\u8a55\u4fa1\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u51e6\u7406\u306a\u3069\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306b\u6c42\u3081\u3089\u308c\u308b\u502b\u7406\u306a\u3069\u5e45\u5e83\u3044\u3082\u306e\u3067\u3057\u305f\u3002<\/p>\n<p>RecSys \u306f\u4ee5\u4e0b\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>Keynote<br \/>\n\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u304c\u793e\u4f1a\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3084\u793e\u4f1a\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u3059\u308b\u671f\u5f85\u3092\u3001\u975e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8a9e\u308b<\/li>\n<li>Paper Session <br \/>\n\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u95a2\u3059\u308b\u8ad6\u6587\u3092\u767a\u8868\u3059\u308b<\/li>\n<li>Industry Session<br \/>\n\u5b9f\u969b\u306b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u304c\u3001\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3001\u305d\u308c\u3092\u514b\u670d\u3057\u305f\u624b\u6cd5\u3001\u4f53\u5236\u3084\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u306a\u3069\u3092\u767a\u8868\u3059\u308b<\/li>\n<\/ul>\n<h1>Home Depot : Recommendation in Home Improvement Industry, Challenges and Opportunities<\/h1>\n<p>\u5b9f\u8df5\u7684\u3067\u30d0\u30e9\u30a8\u30c6\u30a3\u306b\u5bcc\u3093\u3060 Industry Session \u304c\u3042\u308b\u3053\u3068\u304cRecSys \u306e\u7279\u9577\u3067\u3059\u3002Spotify \u3084IKEA \u306a\u3069\u306e\u3088\u304f\u77e5\u3063\u305f\u4f01\u696d\u306e\u3042\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u4e2d\u306e\u5de5\u592b\u3068\u82e6\u5fc3\u306b\u306f\u3001\u3044\u308d\u3044\u308d\u306a\u767a\u898b\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u7279\u306b\u3001\u5370\u8c61\u306b\u306e\u3053\u3063\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u306fHome Depot \u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>Abstract : <a target=\"_blank\" href=\"https:\/\/recsys.acm.org\/recsys19\/industry-session-2\/#content-tab-1-2-tab\" rel=\"noopener noreferrer\">https:\/\/recsys.acm.org\/recsys19\/industry-session-2\/#content-tab-1-2-tab<\/a><\/p>\n<p>Home Depot (<a href=\"https:\/\/www.homedepot.com\" rel=\"noopener noreferrer\" target=\"_blank\">https:\/\/www.homedepot.com<\/a>)\u306f\u4e16\u754c\u4e00\u306e\u30db\u30fc\u30e0\u30bb\u30f3\u30bf\u30fc\u3067\u3059\u3002Home Depot \u306f\u3001\u300cDIY\u3057\u305f\u3044\u304c\u4f55\u3092\u8cb7\u3063\u305f\u3089\u3044\u3044\u304b\u306f\u3063\u304d\u308a\u308f\u304b\u3089\u306a\u3044\u4eba\u300d\u304b\u300c\u7279\u5b9a\u306e\u5546\u54c1\u3092\u307e\u3068\u307e\u3063\u305f\u91cf\u307b\u3057\u3044\u30d7\u30ed\u300d\u3068\u30bf\u30a4\u30d7\u306e\u9055\u3046\u9867\u5ba2\u3092\u3082\u3064\u305f\u3081\u3001EC\u3060\u3051\/\u5e97\u8217\u3060\u3051\u3067\u306f\u5168\u3066\u306e\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u306b\u7b54\u3048\u3089\u308c\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u306f\u30aa\u30d5\u30e9\u30a4\u30f3\u3088\u308a\u591a\u304f\u306e\u3082\u306e\u3092\u914d\u7f6e\u3067\u304d\u308b\u3057\u691c\u7d22\u3057\u3084\u3059\u3044\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u306f\u8a66\u3057\u305f\u308a\u76f8\u8ac7\u3057\u306a\u304c\u3089\u8cfc\u5165\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001Home Depot \u3067\u306f\"Interconnected Experience\"\u3001\u3064\u307e\u308a\u3001 \u30aa\u30f3\u30e9\u30a4\u30f3-\u30aa\u30d5\u30e9\u30a4\u30f3\u3092\u307e\u305f\u3044\u3060\u8cb7\u3044\u7269\u4f53\u9a13\u3092\u63d0\u4f9b\u3057\u3088\u3046\u3068\u8003\u3048\u307e\u3057\u305f\u3002\u5e97\u8217\u3067\u76f8\u8ac7\u3057\u3066\u304b\u3089\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u7d30\u304b\u3044\u5099\u54c1\u3092\u691c\u7d22\u3057\u3066\u8cfc\u5165\u3057\u305f\u308a\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u691c\u7d22\u3057\u305f\u3082\u306e\u3092\u5e97\u8217\u3067\u624b\u306b\u53d6\u308a\u78ba\u8a8d\u3057\u3066\u304b\u3089\u8cfc\u5165\u3057\u305f\u308a\u3002\u305d\u3093\u306a\u3053\u3068\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u3067\u304d\u308bEC\u30b5\u30a4\u30c8\u3092\u76ee\u6307\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306eUX\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306fHome Depot \u304c\u958b\u767a\u3057\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u30922\u3064\u3001\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3072\u3068\u3064\u306f\"Collection Recommendations\"\u3067\u3059\u3002<br \/>\n\u3053\u308c\u306f\u95a2\u9023\u5546\u54c1\u3084\u4ed8\u5c5e\u54c1\u306a\u3069\u3092\u81ea\u52d5\u7684\u306b\u767a\u898b\u3057\u7d44\u307f\u5408\u308f\u305b\u3066\u63a8\u85a6\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u30b9\u30e9\u30a4\u30c9\u3067\u306f\u3001\u6d17\u9762\u53f0\u306e\u86c7\u53e3\u3068\u305d\u308c\u3068\u30c6\u30a4\u30b9\u30c8\u3084\u898f\u683c\u304c\u3042\u3063\u305f\u6e29\u5ea6\u8abf\u7bc0\u3064\u307e\u307f\uff08\u304a\u6e6f\u3068\u6c34\uff09\u306e3\u70b9\u3092\u81ea\u52d5\u3067\u3072\u3068\u3064\u306e\u30bb\u30c3\u30c8\u306b\u3057\u3066\u63a8\u85a6\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u5546\u54c1\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u8aac\u660e\u6587\u3084\u753b\u50cf\u3092\u89e3\u6790\u3057\u3066\u62bd\u51fa\u3057\u305f\u7279\u5fb4\u91cf\u3092\u3082\u3068\u306b Category Adjacency Matrix \u3092\u3064\u304f\u308a\u3001\u305d\u308c\u3092\u3082\u3068\u306b\u6307\u5b9a\u3055\u308c\u305f\u5546\u54c1\u306b\u3075\u3055\u308f\u3057\u3044\u4ed8\u5c5e\u54c1\u3092\u63a8\u85a6\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u306e\u8aac\u660e\u6587\u3068\u753b\u50cf\u306e\u985e\u4f3c\u5ea6\u3001\u3069\u3061\u3089\u306b\u91cd\u307f\u3092\u304a\u304f\u304b\u306f\u3001\u5546\u54c1\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305d\u3046\u3067\u3059\u3002\u30a4\u30f3\u30c6\u30ea\u30a2\u306a\u3089\u753b\u50cf\u304b\u3089\u308f\u304b\u308b\u8272\u5473\u3084\u30c6\u30a4\u30b9\u30c8\u304c\u91cd\u8981\u3060\u3057\u3001\u96fb\u5316\u88fd\u54c1\u306a\u3089\u4e92\u63db\u6027\u304c\u306a\u306b\u3088\u308a\u91cd\u8981\u3060\u304b\u3089\u8aac\u660e\u6587\u3084\u5546\u54c1\u30d6\u30e9\u30f3\u30c9\u306a\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3001\u307f\u305f\u3044\u306a\u611f\u3058\u3067\u3059\u3002\u3053\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u5e97\u8217\u306b\u3044\u308b\u5c02\u9580\u5bb6\u306b\u3082\u307f\u305b\u305f\u7d50\u679c\u3001\u7d0d\u5f97\u611f\u304c\u3042\u308b\u3068\u3044\u3046\u8a55\u4fa1\u3092\u3082\u3089\u3063\u305f\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>( \u3072\u3068\u3055\u307e\u306eTwitter \u3067\u3059\u304c\u3001\u753b\u50cf\u304c\u308f\u304b\u308a\u3084\u3059\u304b\u3063\u305f\u306e\u3067 )<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"ja\">\n<p lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/twitter.com\/HomeDepot?ref_src=twsrc%5Etfw\">@HomeDepot<\/a> doing cool stuff to find  products with matching style across categories to recommend complementary products. <a href=\"https:\/\/twitter.com\/hashtag\/recsys2019?src=hash&amp;ref_src=twsrc%5Etfw\">#recsys2019<\/a> <a href=\"https:\/\/t.co\/C0IqKsBlhB\">pic.twitter.com\/C0IqKsBlhB<\/a><\/p>\n<p>&mdash; Anne-Marie (@amy8492) <a href=\"https:\/\/twitter.com\/amy8492\/status\/1173940989217714176?ref_src=twsrc%5Etfw\">2019\u5e749\u670817\u65e5<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>\u3082\u3046\u3072\u3068\u3064\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30d9\u30fc\u30b9\u306e\u63a8\u85a6\u3067\u3059\u3002\u30db\u30fc\u30e0\u30bb\u30f3\u30bf\u30fc\u306b\u6765\u308b\u4eba\u306f\u300c\u58c1\u3092\u5857\u308a\u66ff\u3048\u305f\u3044\u300d\u307f\u305f\u3044\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u3082\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u307b\u3068\u3093\u3069\u3067\u3001\u305d\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u9053\u5177\u3084\u6750\u6599\u3092\u63a2\u3057\u306b\u304d\u307e\u3059\u3002\u305d\u3053\u3067\u3001Project Graph 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\/>\n\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u6700\u7d42\u7684\u306b\u30e6\u30fc\u30b6\u3067\u3042\u308b\u4eba\u306b\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306a\u306e\u3067\u3001\u8ab2\u984c\u8a2d\u5b9a\u306b\u3088\u308a\u30a6\u30a7\u30c3\u30c8\u306a\u3082\u306e\u304c\u6b8b\u308a\u304c\u3061\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3069\u306e\u4f01\u696d\u3082\u30b7\u30b9\u30c6\u30e0\u304c\u5f97\u610f\u306a\u90e8\u5206 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target=\"_blank\" href=\"https:\/\/www.techscore.com\/blog\/2018\/12\/04\/google-machine-learning-problem-framing%f0%9f%90%af\/\" rel=\"noopener noreferrer\">\u53bb\u5e74\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b<\/a>\u306b\u3082\u540c\u3058\u3088\u3046\u306a\u3053\u3068\u3092\u66f8\u3044\u3066\u307e\u3057\u305f\u306d\uff09\u3002<\/p>\n<p>\u3042\u3068\u3001\u3082\u3061\u308d\u3093\u3001\u6280\u8853\u529b\u306e\u88fe\u91ce\u3092\u5e83\u3052\u3001\u6765\u308b\u3079\u304d\u63a8\u85a6\u6a5f\u80fd\u306e\u5b9f\u88c5\u306b\u5099\u3048\u308b\u3068\u3044\u3046\u610f\u7fa9\u3082\u3042\u308a\u307e\u3059\uff01\u3042\u308c\u3084\u308a\u305f\u3044\u3001\u3063\u3066\u601d\u3063\u305f\u6642\u306b\u77e5\u3063\u3066\u306a\u3044\u3068\u300c\u3053\u3093\u306a\u611f\u3058\u3067\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3088\u300d\u3068\u63d0\u6848\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u306a\u3044\u306e\u3067\u3002<\/p>\n<p>\u3068\u3001\u4f1a\u793e\u54e1\u306a\u306e\u3067\u300c\u610f\u7fa9\u300d\u3092\u4e3b\u5f35\u3057\u3066\u307f\u307e\u3057\u305f\u304c\u3001\u305d\u308c\u3092\u306c\u304d\u306b\u3057\u3066\u3082\u3001\u672c\u5f53\u306b\u3068\u3066\u3082\u697d\u3057\u3044\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u3057\u305f\u3002\u6765\u5e74\u306f\u30d6\u30e9\u30b8\u30eb\u3060\u305d\u3046\u3067\u3059\u3002\u3053\u308c\u3092\u307f\u3066\u5c11\u3057\u3067\u3082\u8208\u5473\u3092\u3082\u3063\u305f\u65b9\u306f\u4eca\u304b\u3089\u305c\u3072\u6e96\u5099\u3092\u306f\u3058\u3081\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u99ac\u5834\u3067\u3059\u3002<br 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href=\"https:\/\/www.techscore.com\/blog\/2019\/09\/27\/recsys-2019\/\">\u7d9a\u304d\u3092\u8aad\u3080...<\/a><\/p>\n","protected":false},"author":23,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[],"_links":{"self":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts\/23618"}],"collection":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/comments?post=23618"}],"version-history":[{"count":12,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts\/23618\/revisions"}],"predecessor-version":[{"id":23634,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts\/23618\/revisions\/23634"}],"wp:attachment":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/media?parent=23618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/categories?post=23618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/tags?post=23618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}