{"id":1901,"date":"2020-07-22T09:21:52","date_gmt":"2020-07-22T00:21:52","guid":{"rendered":"http:\/\/blogs.mathworks.com\/japan-community\/?p=1901"},"modified":"2020-07-22T09:21:52","modified_gmt":"2020-07-22T00:21:52","slug":"phmc2020-datachallenge-matlab","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/japan-community\/2020\/07\/22\/phmc2020-datachallenge-matlab\/","title":{"rendered":"\u6c42\u3080\u6311\u6226\u8005\uff01 PHMC 2020 \u30c7\u30fc\u30bf\u5206\u6790\u30c1\u30e3\u30ec\u30f3\u30b8\u30b3\u30f3\u30c6\u30b9\u30c8\u3067\u8155\u8a66\u3057"},"content":{"rendered":"<p style=\"text-align: center;\"><em>\u300c\u7686\u3055\u3093\u3067\u300c\u3082\u306e\u3065\u304f\u308a\u65e5\u672c\u300d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u53d6\u7d44\u307f\u3092\u76db\u308a\u4e0a\u3052\u3066\u3044\u304d\u307e\u3057\u3087\u3046\uff01\u300d<\/em><\/p>\n<p style=\"text-align: right;\">\uff5ePHMC 2020 \u30c7\u30fc\u30bf\u5206\u6790\u30c1\u30e3\u30ec\u30f3\u30b8\u306eWeb\u30b5\u30a4\u30c8\u304b\u3089\uff5e<\/p>\n<p>&nbsp;<\/p>\n<p>\u3053\u3093\u306b\u3061\u306f\u3001\u4e95\u4e0a\uff08<a href=\"https:\/\/twitter.com\/michio_MWJ\" class=\"external\" rel=\"nofollow\" target=\"_blank\">@michio_MWJ<\/a>\uff09\u3067\u3059\u3002\u305d\u308d\u305d\u308d\u6885\u96e8\u3082\u660e\u3051\u3066\u6691\u3044\u590f\u304c\u59cb\u307e\u308a\u307e\u3059\u304c\u71b1\u4e2d\u75c7\u306b\u304a\u6c17\u3092\u4ed8\u3051\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u3055\u3066\u3001\u305d\u3093\u306a\u6691\u3044\u590f\u306f\u51b7\u623f\u306e\u52b9\u3044\u305f\u90e8\u5c4b\u3067\u30c7\u30fc\u30bf\u3092\u3044\u3058\u308b\u306b\u9650\u308a\u307e\u3059\u306d\u3002<\/p>\n<p>\u4eca\u65e5\u306f\u96fb\u901a\u56fd\u969b\u60c5\u5831\u30b5\u30fc\u30d3\u30b9\u793e\u4e3b\u50ac\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30b3\u30f3\u30c6\u30b9\u30c8\u306e\u3054\u7d39\u4ecb\u3002MATLAB \u306e\u7121\u6599\u30e9\u30a4\u30bb\u30f3\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001\u8155\u8a66\u3057\u306b\u3069\u3046\u305e\uff01<\/p>\n<h2>\u30b3\u30f3\u30c6\u30b9\u30c8\u6982\u8981<\/h2>\n<ul>\n<li>\u5206\u6790\u8ab2\u984c\uff1a\u5de5\u4f5c\u6a5f\u68b0\u306e\u5203\u5177\u306e\u6469\u8017\u4e88\u6e2c<\/li>\n<li>\u5fdc\u52df\u7de0\u5207\uff1a8\u670821\u65e5\uff08\u91d1\uff09<\/li>\n<li>\u53c2\u52a0\u8cc7\u683c\uff1a\u3054\u53c2\u52a0\u8005\u306e\u6240\u5c5e\u52e4\u52d9\u5148\u304c\u65e5\u672c\u306e\u88fd\u9020\u696d\u3067\u3042\u308b\u3053\u3068<\/li>\n<\/ul>\n<p><a href=\"https:\/\/industrial-big-data.io\/phmc2020-datachallenge\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">PHMC2020\u30c7\u30fc\u30bf\u5206\u6790\u30c1\u30e3\u30ec\u30f3\u30b8\u30b3\u30f3\u30c6\u30b9\u30c8\u306e\u6982\u8981\u306f\u3053\u3061\u3089<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>\u6628\u5e74\u5b9f\u65bd\u3055\u308c\u305f\u30b3\u30f3\u30da\u3067\u306f\u822a\u7a7a\u6a5f\u30a8\u30f3\u30b8\u30f3\u5bff\u547d\u4e88\u6e2c\u304c\u30c6\u30fc\u30de\u3067\u3057\u305f\u304c\u3001\u4eca\u5e74\u306f CNC \u5de5\u4f5c\u6a5f\u68b0\u304c\u5bfe\u8c61\u3067\u3059\u3002<\/p>\n<p>\u79c1\u304c\u3053\u3053\u6570\u5e74\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u5185\u5bb9\uff08\u3053\u3093\u306a\u30d3\u30c7\u30aa\u3082\u4f5c\u308a\u307e\u3057\u305f\uff1a<a href=\"https:\/\/jp.mathworks.com\/videos\/series\/predictive-maintenance.html\">MATLAB\/Simulink \u306b\u3088\u308b\u4e88\u77e5\u4fdd\u5168\u30d3\u30c7\u30aa\u30b7\u30ea\u30fc\u30ba<\/a>\uff09\u306b\u30c9\u30f3\u30d4\u30b7\u30e3\u306a\u8ab2\u984c\u306a\u306e\u3067\u53c2\u52a0\u3057\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u304c\u30fb\u30fb\u53c2\u52a0\u8cc7\u683c\u3092\u898b\u308b\u306b\u79c1\u306f\u8a72\u5f53\u3057\u306a\u3044\u6a21\u69d8\u3002<\/p>\n<p>\u305f\u3060\u3001\u7533\u8fbc\u30da\u30fc\u30b8\u306b\u300c\u304a\u7533\u3057\u8fbc\u307f\u306e\u65b9\u306e\u52e4\u52d9\u5148\u304c\u88fd\u9020\u696d\u306b\u8a72\u5f53\u3059\u308b\u304b\u5426\u304b\u306f\u4e8b\u52d9\u5c40\u306b\u3066\u5224\u65ad\u300d\u3068\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u8a72\u5f53\u3059\u308b\u304b\u3069\u3046\u304b\u8ff7\u3063\u305f\u5834\u5408\u306b\u306f\u3068\u308a\u3042\u3048\u305a\u7533\u3057\u8fbc\u307f\u3057\u3066\u307f\u308b\u306e\u304c\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h1>\u5de5\u4f5c\u6a5f\u68b0\u306e\u5203\u5177\u306e\u6469\u8017\u4e88\u6e2c<\/h1>\n<p>\u8ab2\u984c\u306f\u30d5\u30e9\u30a4\u30b9\u76e4\u306e\u52a0\u5de5\u6a5f\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u5203\u5177\u306e\u72b6\u614b\u76e3\u8996\u3068\u6469\u8017\u4e88\u6e2c\u3002\u30c7\u30fc\u30bf\u306e\u30b9\u30c8\u30fc\u30ea\u30fc\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<blockquote><p>\u300c\u3042\u308b\u81ea\u52d5\u8eca\u30e1\u30fc\u30ab\u30fc\u3067\u306f\u90e8\u54c1\u306e\u52a0\u5de5\u306b\u69d8\u3005\u306a CNC \u5de5\u4f5c\u6a5f\u68b0\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u8fd1\u3001\u3042\u308b\u30d5\u30e9\u30a4\u30b9\u76e4\u306e\u52a0\u5de5\u6a5f\u3067\u3001\u8868\u9762\u52a0\u5de5\u6642\u306b\u54c1\u8cea\u554f\u984c\u304c\u767a\u751f\u3057\u307e\u3057\u305f\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u3053\u308c\u307e\u3067\u306e\u7d4c\u9a13\u304b\u3089\u3001\u54c1\u8cea\u554f\u984c\u306f\u5203\u5177\u306e\u6469\u8017\u304c\u539f\u56e0\u3067\u3042\u308b\u3068\u63a8\u5bdf\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u70ba\u306b\u3001\u5203\u5177\u306e\u72b6\u614b\u76e3\u8996\u53ca\u3073\u3053\u306e\u5148\u306e\u72b6\u614b\u3092\u4e88\u6e2c\u3057\u3001\u6469\u8017\u3059\u308b\u524d\u306b\u5203\u5177\u3092\u4ea4\u63db\u3057\u3001\u52a0\u5de5\u54c1\u8cea\u3092\u7dad\u6301\u3057\u3088\u3046\u3068\u8003\u3048\u307e\u3057\u305f\u3002\u300d\uff08\u30b3\u30f3\u30da\u30da\u30fc\u30b8\u304b\u3089\uff09<\/p><\/blockquote>\n<p><div id=\"attachment_1903\" style=\"width: 710px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1903\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1903\" src=\"http:\/\/blogs.mathworks.com\/japan-community\/files\/2020\/07\/millingmachine.jpg\" alt=\"\" width=\"700\" height=\"463\" \/><p id=\"caption-attachment-1903\" class=\"wp-caption-text\">\u5199\u771f\u306f\u53c2\u8003\u3067\u3059\u3002\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u5143\u3092\u8868\u73fe\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p><\/div><\/p>\n<p>\u6a5f\u5668\u306b\u53d6\u308a\u4ed8\u3051\u305f\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u6545\u969c\u3084\u52a3\u5316\u3092\u691c\u77e5\u3057\u3001\u6545\u969c\u304c\u767a\u751f\u3059\u308b\u524d\u306e\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u884c\u3046\u3053\u3068\u3092 <a href=\"https:\/\/jp.mathworks.com\/discovery\/predictive-maintenance.html\">\u4e88\u77e5\u4fdd\u5168 (Predictive Maintenance)<\/a> \u3068\u547c\u3073\u307e\u3059\u3002\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u524a\u6e1b\u3084\u5b89\u5168\u6027\u5411\u4e0a\u3001\u305d\u3057\u3066\u4ed8\u52a0\u4fa1\u5024\u5411\u4e0a\u3092\u76ee\u6307\u3057\u3066\u3001\u5de5\u4f5c\u6a5f\u68b0\u3060\u3051\u3067\u306a\u304f\u3044\u308d\u3093\u306a\u7523\u696d\u5206\u91ce\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u5206\u91ce\u3067\u3059\u3002<\/p>\n<p>MATLAB \u3067\u3082 <a href=\"https:\/\/jp.mathworks.com\/products\/predictive-maintenance.html\">Predictive Maintenance Toolbox\u2122<\/a> \u306a\u3069\u3053\u306e\u5206\u91ce\u306b\u6ce8\u529b\u3057\u305f\u88fd\u54c1\u3082\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h1>\u8a13\u7df4\u30c7\u30fc\u30bf<\/h1>\n<p>\u4eca\u56de\u306f\u8a08\u6e2c\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3068\u3057\u3066\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u5de5\u4f5c\u6a5f\u68b0\u4e0a\u306b\u8a2d\u7f6e\u3055\u308c\u305f\u30bb\u30f3\u30b5\u30fc\u3067\u8a08\u6e2c\u3057\u305f\u4ee5\u4e0b\u306e7\u5909\u6570\u3002<\/p>\n<ol>\n<li>\u00a0\u30d5\u30a9\u30fc\u30b9\uff08x,y,z\uff09<\/li>\n<li>\u00a0\u632f\u52d5\uff08x,y,z\uff09<\/li>\n<li>AE (Acoustic Emission)<\/li>\n<\/ol>\n<p>\u3053\u308c\u3089\u306e\u60c5\u5831\u304b\u3089\u300c\u5203\u5177\u306e\u30d5\u30eb\u30fc\u30c8\uff08\u6e9d\uff09\u306e\u6469\u8017\u91cf\u300d\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/p>\n<p>\u8a13\u7df4\u30c7\u30fc\u30bf\u306f\u5168\u90e8\u3067315\u30d5\u30a1\u30a4\u30eb\uff08\u30b5\u30a4\u30af\u30eb\u5206\uff09\u306e\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u3068\u30b5\u30a4\u30af\u30eb\u6bce\u306e\u30d5\u30eb\u30fc\u30c8\u306e\u6469\u8017\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"1595\" height=\"967\" class=\"alignnone size-full wp-image-1905\" src=\"http:\/\/blogs.mathworks.com\/japan-community\/files\/2020\/07\/TrainData.png\" alt=\"\" \/><\/p>\n<p>&nbsp;<\/p>\n<h1>\u691c\u8a3c\u7528\u30c7\u30fc\u30bf<\/h1>\n<p>\u3053\u306e\u8ab2\u984c\u306e\u9762\u767d\u3044\u70b9\u306f\u3001\u691c\u8a3c\u7528\u30c7\u30fc\u30bf\u3067\u306f 200 \u30d5\u30a1\u30a4\u30eb\uff08200 \u30b5\u30a4\u30af\u30eb\u5206\uff09\u3057\u304b\u7528\u610f\u3055\u308c\u3066\u3044\u306a\u3044\u70b9\u3067\u3059\u3002<\/p>\n<p>\u6700\u521d\u306e 200 \u30b5\u30a4\u30af\u30eb\u306f\u8a13\u7df4\u30c7\u30fc\u30bf\u3068\u540c\u69d8\u306b\u5404\u7a2e\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3067\u304d\u308b\u306e\u3067\u3059\u304c\u3001\u6b21\u306e 115 \u30b5\u30a4\u30af\u30eb\u306f\uff08\u305d\u306e\u30b5\u30a4\u30af\u30eb\u3067\u306e\uff09\u30bb\u30f3\u30b5\u30fc\u60c5\u5831\u7121\u3057\u3067\u6700\u5927\u6469\u8017\u91cf\u3092\u4e88\u6e2c\u3059\u308b\u4e8b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>200 \u30b5\u30a4\u30af\u30eb\u4ee5\u964d\u306e\u4e88\u6e2c\u7cbe\u5ea6\u304c\u4e0b\u304c\u308a\u305d\u3046\u306a\u3053\u3068\u306f\u5bb9\u6613\u306b\u60f3\u50cf\u304c\u3064\u304d\u307e\u3059\u304c\u3001\u3053\u3053\u3092\u3069\u3046\u53d6\u308a\u6271\u3046\u304b\u304c\u9762\u767d\u3044\u3068\u3053\u308d\u3067\u3059\u306d\u3002\u3069\u3093\u306a\u624b\u6cd5\u304c\u4f7f\u3048\u305d\u3046\u304b\u3001\u8003\u3048\u308b\u3060\u3051\u3067\u3082\u308f\u304f\u308f\u304f\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"1762\" height=\"967\" class=\"alignnone size-full wp-image-1907\" src=\"http:\/\/blogs.mathworks.com\/japan-community\/files\/2020\/07\/TestData.png\" alt=\"\" \/><\/p>\n<h1>\u307e\u3068\u3081<\/h1>\n<p>\u305f\u3060\u3001\u3053\u3053\u304b\u3089\u5148\u306f\u30b3\u30f3\u30da\u306b\u53c2\u52a0\u3059\u308b\u65b9\u306e\u304a\u697d\u3057\u307f\u30fb\u30fb\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u79c1\u304b\u3089\u306e\u7d39\u4ecb\u306f\u3053\u3053\u307e\u3067\u3068\u3057\u307e\u3059\u3002\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u304b\u3089\u306e\u7279\u5fb4\u91cf\u306e\u53d6\u308a\u65b9\u3067\u7cbe\u5ea6\u5411\u4e0a\u3092\u76ee\u6307\u3059\u304b\u3001\u306f\u305f\u307e\u305f Deep Learning \u3067\u30b4\u30ea\u30b4\u30ea\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3044\u304f\u304b\u30fb\u30fb\u3044\u305a\u308c\u306b\u3057\u3066\u3082\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u306e\u3067\u3001\u4e00\u90e8\u306e\u5909\u6570\uff08or \u4e00\u90e8\u306e\u30c7\u30fc\u30bf\uff09\u304b\u3089\u307e\u305a\u59cb\u3081\u3066\u307f\u3066\u3001\u307e\u305a\u30c7\u30fc\u30bf\u306e\u628a\u63e1\u3068\u8ab2\u984c\u306e\u7406\u89e3\u304c\u7b2c\u4e00\u6b69\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u9811\u5f35\u3063\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p><a href=\"https:\/\/industrial-big-data.io\/phmc2020-datachallenge\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">PHMC2020\u30c7\u30fc\u30bf\u5206\u6790\u30c1\u30e3\u30ec\u30f3\u30b8\u30b3\u30f3\u30c6\u30b9\u30c8\u306e\u6982\u8981\u306f\u3053\u3061\u3089<\/a><\/p>\n<p><p><a href=\"https:\/\/twitter.com\/michio_MWJ\" class=\"twitter-follow-button external\" data-size=\"large\" data-show-count=\"false\" rel=\"nofollow\" target=\"_blank\">Follow @michio_MWJ<\/a><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p><\/p>\n<p>&nbsp;<\/p>\n<h2>\u4e88\u77e5\u4fdd\u5168\u5411\u3051 MATLAB \u7121\u6599\u8a55\u4fa1\u7248<\/h2>\n<p>MATLAB\u3092\u4f7f\u3063\u3066\u53c2\u52a0\u3055\u308c\u308b\u5834\u5408\u306b\u306f\u3001\u4e0a\u3067\u3082\u89e6\u308c\u305f <a href=\"https:\/\/jp.mathworks.com\/products\/predictive-maintenance.html\">Predictive Maintenance Toolbox<\/a>\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046 <a href=\"https:\/\/jp.mathworks.com\/products\/statistics.html\">Statistics and Machine Learning Toolbox\u2122<\/a>\u3001\u305d\u3057\u3066\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u30ab\u30d0\u30fc\u3059\u308b <a href=\"https:\/\/www.mathworks.com\/products\/deep-learning.html\">Deep Learning Toolbox\u2122<\/a> \u3092\u542b\u3080 14 \u500b\u306e\u88fd\u54c1\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3057\u305f\u7121\u6599\u8a55\u4fa1\u7248\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3057\u304a\u6301\u3061\u3067\u306a\u3051\u308c\u3070\u662f\u975e\u6d3b\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u7121\u6599\u8a55\u4fa1\u7248\u306f\u3053\u3061\u3089\u304b\u3089\uff1a<a href=\"https:\/\/jp.mathworks.com\/campaigns\/products\/trials\/targeted\/pdm.html\">https:\/\/jp.mathworks.com\/campaigns\/products\/trials\/targeted\/pdm.html<\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1927\" src=\"http:\/\/blogs.mathworks.com\/japan-community\/files\/2020\/07\/Capture.png\" alt=\"\" width=\"700\" height=\"242\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2020\/07\/millingmachine.jpg\" class=\"img-responsive attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" \/><\/div>\n<p>\u300c\u7686\u3055\u3093\u3067\u300c\u3082\u306e\u3065\u304f\u308a\u65e5\u672c\u300d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u53d6\u7d44\u307f\u3092\u76db\u308a\u4e0a\u3052\u3066\u3044\u304d\u307e\u3057\u3087\u3046\uff01\u300d<br \/>\n\uff5ePHMC 2020&#8230; <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/japan-community\/2020\/07\/22\/phmc2020-datachallenge-matlab\/\">read more >><\/a><\/p>\n","protected":false},"author":159,"featured_media":1903,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[41],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/1901"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/comments?post=1901"}],"version-history":[{"count":14,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/1901\/revisions"}],"predecessor-version":[{"id":1941,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/1901\/revisions\/1941"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/media\/1903"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/media?parent=1901"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/categories?post=1901"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/tags?post=1901"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}