{"id":1241,"date":"2024-09-29T18:03:57","date_gmt":"2024-09-29T09:03:57","guid":{"rendered":"https:\/\/www.mindware-jp.com\/ja\/?p=1241"},"modified":"2024-10-07T17:44:58","modified_gmt":"2024-10-07T08:44:58","slug":"%e3%82%b0%e3%83%a9%e3%83%95db%e3%81%8a%e3%82%88%e3%81%b3%e3%83%8a%e3%83%ac%e3%83%83%e3%82%b8%e3%83%bb%e3%82%b0%e3%83%a9%e3%83%95%ef%bc%88%ef%bc%91%ef%bc%89","status":"publish","type":"post","link":"http:\/\/www.mindware-jp.com\/ja\/2024\/09\/29\/%e3%82%b0%e3%83%a9%e3%83%95db%e3%81%8a%e3%82%88%e3%81%b3%e3%83%8a%e3%83%ac%e3%83%83%e3%82%b8%e3%83%bb%e3%82%b0%e3%83%a9%e3%83%95%ef%bc%88%ef%bc%91%ef%bc%89\/","title":{"rendered":"\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u307e\u3068\u3081(1)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u3001\u30b0\u30e9\u30d5DB\u304a\u3088\u3073\u30ca\u30ec\u30c3\u30b8\u30fb\u30b0\u30e9\u30d5\u306e\u754c\u9688\u3067\u65b0\u3057\u3044\u5e02\u5834\u304c\u52c3\u8208\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u6280\u8853\u306e\u6a19\u6e96\u5316\u304c\u9032\u307f\u3001\u591a\u6570\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u8a2d\u7acb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3069\u3046\u3084\u3089\u3001\u3053\u306e\u5206\u91ce\u304c\u65b0\u3057\u3044\u5e02\u5834\u3068\u3057\u3066\u5b9a\u7740\u3057\u3066\u3044\u304f\u3053\u3068\u3092\u7d04\u675f\u3055\u308c\u305f\u3068\u5224\u65ad\u3057\u3066\u826f\u3055\u305d\u3046\u3067\u3059\u3002\u6570\u56de\u306b\u308f\u305f\u3063\u3066\u30b0\u30e9\u30d5DB\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3001\u3055\u3089\u306b\u3001\u305d\u306e\u6b21\u306b\u6765\u308b\u3079\u304d\u6280\u8853\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c6\u30a4\u30af\u30aa\u30d5\u3059\u308b\u30b0\u30e9\u30d5DB\u5e02\u5834<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\uff08Graph DB)\u306f\u3001\u30c7\u30fc\u30bf\u3092\u30ce\u30fc\u30c9\uff08\u9802\u70b9\uff09\u3068\u30a8\u30c3\u30b8\uff08\u8fba\uff09\u3067\u8868\u73fe\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u30ce\u30fc\u30c9\u306f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u4eba\u7269\u3001\u5834\u6240\u3001\u7269\u306a\u3069\uff09\u3092\u3001\u30a8\u30c3\u30b8\u306f\u305d\u308c\u3089\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u9593\u306e\u95a2\u4fc2\u3092\u793a\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u95a2\u4fc2\u6027\u3092\u76f4\u611f\u7684\u306b\u8868\u73fe\u30fb\u64cd\u4f5c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f93\u6765\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30ebDB\u3067\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u9593\u306e\u95a2\u4fc2\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b<strong>JOIN<\/strong>\u64cd\u4f5c\u304c\u5fc5\u8981\u3067\u3059\u3002\u5927\u898f\u6a21\u3067\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u6271\u3046\u5834\u5408\u3001JOIN\u306e\u6570\u304c\u5897\u3048\u3001\u30af\u30a8\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u8457\u3057\u304f\u4f4e\u4e0b\u3057\u307e\u3059\u3002\u305d\u308c\u306b\u5bfe\u3057\u3066\u3001\u30b0\u30e9\u30d5DB\u3067\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u30ce\u30fc\u30c9\uff09\u3068\u305d\u308c\u3089\u3092\u3064\u306a\u3050\u95a2\u4fc2\uff08\u30a8\u30c3\u30b8\uff09\u304c\u76f4\u63a5\u8868\u73fe\u3055\u308c\u3001\u30af\u30a8\u30ea\u5b9f\u884c\u6642\u306b\u30a8\u30c3\u30b8\u3092\u8fbf\u308b\u3053\u3068\u3067\u95a2\u4fc2\u6027\u3092\u8fc5\u901f\u306b\u89e3\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u8907\u96d1\u3067\u3042\u308b\u307b\u3069\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5f37\u307f\u304c\u767a\u63ee\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\u306f\u30c7\u30fc\u30bf\u306e\u683c\u7d0d\u3068\u9ad8\u901f\u306a\u30af\u30a8\u30ea\u51e6\u7406\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u30ca\u30ec\u30c3\u30b8\u30fb\u30b0\u30e9\u30d5\u306f\u30c7\u30fc\u30bf\u306b\u610f\u5473\u3092\u6301\u305f\u305b\u3001\u77e5\u8b58\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30b0\u30e9\u30d5DB\u306f\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u524d\u63d0\u3068\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308a\u3001\u30ca\u30ec\u30c3\u30b8\u30fb\u30b0\u30e9\u30d5\u306f\u5358\u4f53\u3067\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306b\u3001\u30b0\u30e9\u30d5DB\u304c\u30ca\u30ec\u30c3\u30b8\u30fb\u30b0\u30e9\u30d5\u306e\u57fa\u76e4\u3068\u306a\u308b\u3068\u3044\u3046\u95a2\u4fc2\u306b\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u3082\u30ca\u30ec\u30c3\u30b8\u30fb\u30b0\u30e9\u30d5\u3068\u9023\u643a\u3067\u304d\u308b\u306e\u3067\u3001\u30b0\u30e9\u30d5DB\uff0b\u30ca\u30ec\u30c3\u30b8\u30fb\u30b0\u30e9\u30d5\u304c\u3001\u4eca\u5f8c\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u3084\u5224\u65ad\u3092\u884c\u3046\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u4e2d\u6838\u306b\u4f4d\u7f6e\u4ed8\u3051\u3089\u308c\u308b\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\u306f\u3001\u73fe\u5728\u3001\u307e\u3060\u6570\u5343\u5104\u5186\u7a0b\u5ea6\u306e\uff08\u4e16\u754c\uff09\u5e02\u5834\u898f\u6a21\u3068\u898b\u3089\u308c\u307e\u3059\u304c\u3001\u7279\u7b46\u3059\u3079\u304d\u306f\u3001Neo4j\u304c\u3053\u306e\u5206\u91ce\u306e\u30d1\u30a4\u30aa\u30cb\u30a2\u3067\u3042\u308a\u30012022\u5e74\u6642\u70b9\u3067\u7d0440\uff05\u306e\u30b7\u30a7\u30a2\u3092\u5360\u3081\u3066\u3044\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5e02\u5834\u3067\u306f\u3001Oracle\u3001 MySQL\u3001Microsoft SQL Server\u306a\u3069\u304c\u4f9d\u7136\u3068\u3057\u3066\u4e0a\u4f4d\u3092\u5360\u3081\u3066\u3044\u308b\u3082\u306e\u306e\u3001Neo4j\u308220\u4f4d\u3068\u5065\u95d8\u3057\u3066\u3044\u307e\u3059\u3002Amazon Neptune\u3084TigerGraph\u306a\u3069\u3082\u8fd1\u5e74\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u306e\u9700\u8981\u306b\u5fdc\u3058\u3066\u6025\u901f\u306b\u6210\u9577\u3057\u3066\u3044\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u306a\u30b0\u30e9\u30d5DB\u88fd\u54c1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u8868\u7684\u306a\u30b0\u30e9\u30d5DB\u88fd\u54c1\u3092\u307b\u307c\u30b7\u30a7\u30a2\u306e\u5927\u304d\u3044\u9806\u306b\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">. Neo4j<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u4e16\u754c\u7684\u306b\u6700\u3082\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u30b0\u30e9\u30d5DB\u3002\u30cd\u30a4\u30c6\u30a3\u30d6\u30b0\u30e9\u30d5DB\u3068\u3057\u3066\u3001ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3068CQL\uff08Cypher Query Language\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3002\u591a\u304f\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u7528\u9014\u306b\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u9ad8\u901f\u30af\u30a8\u30ea\u3001\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u30b5\u30dd\u30fc\u30c8\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. Amazon Neptune<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Amazon Web Services (AWS) \u306b\u3088\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u3002RDF\u3068Property Graph\u306e\u4e21\u65b9\u306e\u30e2\u30c7\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u8907\u6570\u306e\u30af\u30a8\u30ea\u8a00\u8a9e\uff08SPARQL\u3001Gremlin\uff09\u3092\u4f7f\u3048\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: AWS\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u3001\u9ad8\u53ef\u7528\u6027\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. Microsoft Azure Cosmos DB (Gremlin API)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Azure\u306e\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001Gremlin API\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u30b0\u30e9\u30d5DB\u3068\u3057\u3066\u3082\u5229\u7528\u53ef\u80fd\u3002\u5730\u7406\u5206\u6563\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5f37\u307f\u306b\u6301\u3064\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u8907\u6570\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3001\u4e16\u754c\u898f\u6a21\u3067\u306e\u30c7\u30d7\u30ed\u30a4\u304c\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. TigerGraph<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u5927\u898f\u6a21\u306a\u30b0\u30e9\u30d5\u5206\u6790\u306b\u5f37\u307f\u3092\u6301\u3064\u30cd\u30a4\u30c6\u30a3\u30d6\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u5206\u6563\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. JanusGraph<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5206\u6563\u578b\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002Cassandra\u3001HBase\u3001BerkeleyDB\u3068\u3044\u3063\u305f\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001Gremlin\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u4f7f\u3063\u3066\u64cd\u4f5c\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30b5\u30fc\u30c1\u3084SOLR\u306a\u3069\u3068\u306e\u7d71\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6. <strong>OrientDB<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u30de\u30eb\u30c1\u30e2\u30c7\u30ebDBMS\u3068\u3057\u3066\u3001\u30b0\u30e9\u30d5\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002SQL\u30e9\u30a4\u30af\u306a\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u6301\u3061\u3001RDBMS\u306b\u6163\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u3082\u79fb\u884c\u304c\u5bb9\u6613\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u30b0\u30e9\u30d5\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30ad\u30fc\/\u30d0\u30ea\u30e5\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3002\u9ad8\u3044\u67d4\u8edf\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">7. ArangoDB<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u30de\u30eb\u30c1\u30e2\u30c7\u30ebDB\u3067\u3001\u30b0\u30e9\u30d5\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30ad\u30fc\/\u30d0\u30ea\u30e5\u30fc\u30b9\u30c8\u30a2\u3092\u30b5\u30dd\u30fc\u30c8\u3002ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001AQL\uff08ArangoDB Query Language\uff09\u3068\u3044\u3046\u72ec\u81ea\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u5bfe\u5fdc\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5bfe\u5fdc\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">8. AnzoGraph<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u9ad8\u6027\u80fd\u306a\u30b0\u30e9\u30d5\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u5206\u6563\u578b\u30b0\u30e9\u30d5DB\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u63d0\u4f9b\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u9ad8\u901f\u30af\u30a8\u30ea\u3001SPARQL\u3068Cypher\u3092\u30b5\u30dd\u30fc\u30c8\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">9. GraphDB (Ontotext)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: RDF\u30c8\u30ea\u30d7\u30eb\u30b9\u30c8\u30a2\u578b\u306e\u30b0\u30e9\u30d5DB\u3067\u3001\u4e3b\u306b\u610f\u5473\u8ad6\u7684\u306aWeb\u6280\u8853\u3084\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u3002SPARQL\u3092\u30b5\u30dd\u30fc\u30c8\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30a6\u30a7\u30d6\u6280\u8853\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306b\u5f37\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">10. Dgraph<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u9ad8\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6563\u578b\u30b0\u30e9\u30d5DB\u3002\u30b7\u30f3\u30d7\u30eb\u306a\u30af\u30a8\u30ea\u8a00\u8a9e\u300cGraphQL+-\u300d\u3092\u4f7f\u7528\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong>: \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001GraphQL\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b0\u30e9\u30d5DB\u306e\u6a19\u6e96\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\u306e\u6a19\u6e96\u5316\u306b\u95a2\u3059\u308b\u52d5\u5411\u306f\u3001\u30b0\u30e9\u30d5\u69cb\u9020\u3084\u30af\u30a8\u30ea\u8a00\u8a9e\u306e\u591a\u69d8\u6027\u304b\u3089\u8907\u6570\u306e\u53d6\u308a\u7d44\u307f\u304c\u9032\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u30af\u30a8\u30ea\u8a00\u8a9e\u306e\u6a19\u6e96\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\u306e\u6a19\u6e96\u5316\u306e\u4e00\u3064\u306e\u5927\u304d\u306a\u7126\u70b9\u306f\u3001\u30af\u30a8\u30ea\u8a00\u8a9e\u306e\u6a19\u6e96\u5316\u3067\u3059\u3002\u8907\u6570\u306e\u30b0\u30e9\u30d5DB\u304c\u72ec\u81ea\u306e\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u5171\u901a\u306e\u8a00\u8a9e\u3084\u6a19\u6e96\u3092\u4f5c\u308b\u52d5\u304d\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SPARQL\uff08SPARQL Protocol and RDF Query Language\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: W3C\u306b\u3088\u3063\u3066\u6a19\u6e96\u5316\u3055\u308c\u305fRDF\uff08Resource Description Framework\uff09\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306e\u30af\u30a8\u30ea\u8a00\u8a9e\u3002\u4e3b\u306b\u610f\u5473\u8ad6\u7684Web\u6280\u8853\u3084RDF\u30c8\u30ea\u30d7\u30eb\u30b9\u30c8\u30a2\u578b\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u63a1\u7528<\/strong>: RDF\u30d9\u30fc\u30b9\u306e\u30b0\u30e9\u30d5DB\uff08\u4f8b\u3048\u3070GraphDB\u3084Amazon Neptune\u306a\u3069\uff09\u304c\u5e83\u304f\u63a1\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Cypher<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>:<strong> <\/strong>Neo4j\u304c\u958b\u767a\u3057\u305f\u30af\u30a8\u30ea\u8a00\u8a9e\u3067\u3001Property Graph Model\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002\u76f4\u611f\u7684\u3067SQL\u30e9\u30a4\u30af\u306a\u69cb\u6587\u304c\u7279\u5fb4\u3067\u3001Neo4j\u306e\u666e\u53ca\u3068\u3068\u3082\u306b\u5e83\u304c\u308a\u3092\u898b\u305b\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u52d5\u5411<\/strong>: Cypher\u306f\u30aa\u30fc\u30d7\u30f3\u306b\u306a\u3063\u3066\u304a\u308a\u30012017\u5e74\u306b\u300cOpenCypher\u300d\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6\u3068\u3057\u3066\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30d9\u30fc\u30b9\u306e\u6a19\u6e96\u5316\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Gremlin<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Apache TinkerPop\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u30b0\u30e9\u30d5\u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u8a00\u8a9e\uff08Traversal Language\uff09\u3002Property Graph Model\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3001JanusGraph\u3084Amazon Neptune\u3001Azure Cosmos DB\u306a\u3069\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u52d5\u5411<\/strong>: Gremlin\u306fTinkerPop\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e00\u90e8\u3068\u3057\u3066\u3001\u6a19\u6e96\u7684\u306a\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u64cd\u4f5c\u8a00\u8a9e\u3068\u307f\u306a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>GraphQL<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u5143\u3005\u306fFacebook\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305fAPI\u30af\u30a8\u30ea\u8a00\u8a9e\u3067\u3059\u304c\u3001\u30b0\u30e9\u30d5\u69cb\u9020\u3092\u6271\u3046\u305f\u3081\u306e\u7c21\u4fbf\u306a\u624b\u6bb5\u3068\u3057\u3066\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002Dgraph\u306e\u3088\u3046\u306a\u30b0\u30e9\u30d5DB\u304cGraphQL\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u52d5\u5411<\/strong>: GraphQL\u306f\u3059\u3067\u306b\u5e83\u304f\u666e\u53ca\u3057\u3066\u304a\u308a\u3001GraphQL Foundation\u306b\u3088\u3063\u3066\u4ed5\u69d8\u304c\u7ba1\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u6a19\u6e96\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e16\u754c\u3067\u306f\u3001\u4e3b\u306b2\u3064\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a19\u6e96\u5316\u306b\u5411\u3051\u305f\u52d5\u304d\u3082\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RDF\uff08Resource Description Framework\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: W3C\u304c\u6a19\u6e96\u5316\u3057\u305f\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3067\u3001\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u304c\u30c8\u30ea\u30d7\u30eb\uff08\u4e3b\u8a9e-\u8ff0\u8a9e-\u76ee\u7684\u8a9e\uff09\u5f62\u5f0f\u3067\u8868\u73fe\u3055\u308c\u307e\u3059\u3002\u4e3b\u306b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30a6\u30a7\u30d6\u3084\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u52d5\u5411<\/strong>: RDF\u3068\u305d\u306e\u95a2\u9023\u4ed5\u69d8\uff08SPARQL\u3001RDFS\u3001OWL\uff09\u306fW3C\u306e\u6b63\u5f0f\u306a\u6a19\u6e96\u3068\u3057\u3066\u5e83\u304f\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Property Graph Model<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u306b\u30d7\u30ed\u30d1\u30c6\u30a3\uff08\u5c5e\u6027\uff09\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u308b\u3001\u3088\u308a\u67d4\u8edf\u306a\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3002Neo4j\u3084TigerGraph\u3001Gremlin\u306a\u3069\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u52d5\u5411<\/strong>: Property Graph Model\u81ea\u4f53\u306e\u6b63\u5f0f\u306a\u6a19\u6e96\u306f\u307e\u3060\u5b58\u5728\u3057\u307e\u305b\u3093\u304c\u3001Cypher\u3084Gremlin\u306e\u666e\u53ca\u306b\u3088\u3063\u3066\u4e8b\u5b9f\u4e0a\u306e\u6a19\u6e96\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304a\u3088\u3073API\u306e\u6a19\u6e96\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\u306eAPI\u3084\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u6a19\u6e96\u5316\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u30c7\u30fc\u30bf\u306e\u76f8\u4e92\u904b\u7528\u6027\u3084\u7d71\u5408\u306b\u95a2\u3059\u308b\u30cb\u30fc\u30ba\u304c\u9ad8\u307e\u3063\u3066\u304a\u308a\u3001\u3053\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u6a19\u6e96\u5316\u306e\u52d5\u304d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>OGC Simple Features for RDF<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u30aa\u30fc\u30d7\u30f3\u30b8\u30aa\u30b9\u30da\u30fc\u30b7\u30e3\u30eb\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0\uff08OGC\uff09\u306b\u3088\u308b\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092RDF\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u6271\u3046\u305f\u3081\u306e\u6a19\u6e96\u898f\u683c\u3002<\/li>\n\n\n\n<li><strong>\u63a1\u7528<\/strong>: \u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff08GIS\uff09\u3068\u30b0\u30e9\u30d5DB\u306e\u7d71\u5408\u306e\u969b\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>GraphQL\u306b\u304a\u3051\u308b\u30b0\u30e9\u30d5DB\u3068\u306e\u7d71\u5408<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: GraphQL\u306f\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3068\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u9593\u306e\u30c7\u30fc\u30bf\u3084\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u3084\u308a\u53d6\u308a\u306b\u4f7f\u308f\u308c\u308bAPI\u3067\u3059\u3002\u591a\u304f\u306eDB\u306fGraphQL\u3092\u7528\u3044\u305fAPI\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u63a1\u7528<\/strong>: Dgraph\u3001Neo4j\u306a\u3069\u304cGraphQL\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6a19\u6e96API\u3068\u3057\u3066\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u30b0\u30e9\u30d5DB\u306e\u4e92\u63db\u6027\u3068\u30c7\u30fc\u30bf\u4ea4\u63db<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7570\u306a\u308b\u30b0\u30e9\u30d5DB\u9593\u3067\u30c7\u30fc\u30bf\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u3084\u308a\u53d6\u308a\u3059\u308b\u305f\u3081\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3084\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u6a19\u6e96\u5316\u304c\u9032\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RDF\/OWL\uff08Web Ontology Language\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: RDF\u3068\u3068\u3082\u306b\u4f7f\u308f\u308c\u308bOWL\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3084\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u30c7\u30fc\u30bf\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3068\u3057\u3066\u6a19\u6e96\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u7570\u306a\u308b\u30b0\u30e9\u30d5DB\u9593\u3067\u306e\u30c7\u30fc\u30bf\u5171\u6709\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u52d5\u5411<\/strong>: W3C\u306b\u3088\u3063\u3066\u7d99\u7d9a\u7684\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3055\u308c\u3001\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>JSON-LD\uff08JSON for Linked Data\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: JSON\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u62e1\u5f35\u3057\u3001\u30ea\u30f3\u30af\u30c7\u30fc\u30bf\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3002RDF\u3068\u306e\u4e92\u63db\u6027\u3082\u6301\u3061\u3001\u30b0\u30e9\u30d5DB\u9593\u3067\u306e\u30c7\u30fc\u30bf\u4ea4\u63db\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u52d5\u5411<\/strong>: W3C\u306b\u3088\u3063\u3066\u6a19\u6e96\u5316\u3055\u308c\u3001\u7279\u306bWeb\u3084\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u30c7\u30fc\u30bf\u5171\u6709\u306b\u6709\u52b9\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u696d\u754c\u56e3\u4f53\u306e\u53d6\u308a\u7d44\u307f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\u306e\u6a19\u6e96\u5316\u306b\u5411\u3051\u305f\u696d\u754c\u56e3\u4f53\u306e\u53d6\u308a\u7d44\u307f\u3082\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Linked Data Benchmark Council (LDBC)<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: LDBC\u306f\u3001\u30b0\u30e9\u30d5DB\u3084RDF\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8a55\u4fa1\u57fa\u6e96\u3092\u7b56\u5b9a\u3059\u308b\u305f\u3081\u306e\u56e3\u4f53\u3067\u3059\u3002\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u901a\u3058\u3066\u3001\u6a19\u6e96\u5316\u306e\u63a8\u9032\u3068\u6280\u8853\u306e\u6539\u5584\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u52d5\u5411<\/strong>: \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9593\u306e\u6bd4\u8f03\u3084\u6027\u80fd\u8a55\u4fa1\u306e\u305f\u3081\u306e\u6a19\u6e96\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff08LDBC Social Network Benchmark\u3001Graphalytics\u306a\u3069\uff09\u3092\u63d0\u4f9b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>W3C\uff08World Wide Web Consortium\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: \u30b0\u30e9\u30d5DB\u95a2\u9023\u306e\u6a19\u6e96\u5316\u3092\u30ea\u30fc\u30c9\u3059\u308b\u4e3b\u8981\u56e3\u4f53\u3067\u3001RDF\u3001SPARQL\u3001OWL\u3001JSON-LD\u306a\u3069\u3092\u6a19\u6e96\u5316\u3002<\/li>\n\n\n\n<li><strong>\u52d5\u5411<\/strong>: \u7d99\u7d9a\u7684\u306b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30a6\u30a7\u30d6\u6280\u8853\u306e\u6a19\u6e96\u5316\u3092\u9032\u3081\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3084\u30ea\u30f3\u30af\u30c7\u30fc\u30bf\u3068\u306e\u7d71\u5408\u306b\u5bfe\u5fdc\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b0\u30e9\u30d5DB\u306e\u6a19\u6e96\u5316\u306f\u307e\u3060\u5b8c\u5168\u306b\u306f\u6210\u719f\u3057\u3066\u3044\u306a\u3044\u3082\u306e\u306e\u3001RDF\u30d9\u30fc\u30b9\u306e\u6280\u8853\u306b\u304a\u3044\u3066\u306fW3C\u3092\u4e2d\u5fc3\u306b\u6a19\u6e96\u304c\u78ba\u7acb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001Property Graph Model\u306b\u95a2\u3057\u3066\u306f\u3001Cypher\u3084Gremlin\u306a\u3069\u306e\u30af\u30a8\u30ea\u8a00\u8a9e\u3084API\u304c\u30c7\u30d5\u30a1\u30af\u30c8\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u76f8\u4e92\u904b\u7528\u6027\u3084\u30c7\u30fc\u30bf\u4ea4\u63db\u3092\u4fc3\u9032\u3059\u308b\u53d6\u308a\u7d44\u307f\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u4eca\u5f8c\u3082\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3084\u30af\u30a8\u30ea\u8a00\u8a9e\u306e\u6a19\u6e96\u5316\u304c\u9032\u5c55\u3057\u3001\u30b0\u30e9\u30d5DB\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u3055\u3089\u306b\u62e1\u5927\u3059\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u73fe\u5728\u3001\u30b0\u30e9\u30d5DB\u304a\u3088\u3073\u30ca\u30ec\u30c3\u30b8\u30fb\u30b0\u30e9\u30d5\u306e\u754c\u9688\u3067\u65b0\u3057\u3044\u5e02\u5834\u304c\u52c3\u8208\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u6280\u8853\u306e\u6a19\u6e96\u5316\u304c\u9032\u307f\u3001\u591a\u6570\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u8a2d\u7acb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3069\u3046\u3084\u3089\u3001\u3053\u306e\u5206\u91ce\u304c\u65b0\u3057\u3044\u5e02\u5834\u3068\u3057\u3066\u5b9a\u7740\u3057\u3066\u3044\u304f\u3053\u3068\u3092\u7d04\u675f\u3055\u308c\u305f\u3068\u5224\u65ad\u3057\u3066\u826f\u3055\u305d\u3046\u3067 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-1241","post","type-post","status-publish","format-standard","hentry","category-data-science"],"_links":{"self":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts\/1241","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/comments?post=1241"}],"version-history":[{"count":5,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts\/1241\/revisions"}],"predecessor-version":[{"id":1258,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts\/1241\/revisions\/1258"}],"wp:attachment":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/media?parent=1241"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/categories?post=1241"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/tags?post=1241"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}