{"id":1731,"date":"2026-04-10T03:47:41","date_gmt":"2026-04-10T03:47:41","guid":{"rendered":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/"},"modified":"2026-04-10T03:47:41","modified_gmt":"2026-04-10T03:47:41","slug":"normalized-vs-denormalized-erd-read-heavy-workloads","status":"publish","type":"post","link":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/","title":{"rendered":"\u6bd4\u8f03\uff1a\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\u6226\u7565"},"content":{"rendered":"<p>\u5805\u7262\u306a\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3059\u308b\u306b\u306f\u3001\u5bfe\u7acb\u3059\u308b\u512a\u5148\u4e8b\u9805\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u6574\u5408\u6027\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u4fdd\u5b88\u6027\u306f\u3057\u3070\u3057\u3070\u7570\u306a\u308b\u65b9\u5411\u306b\u5f15\u3063\u5f35\u3089\u308c\u308b\u3002\u30b7\u30b9\u30c6\u30e0\u306e\u7126\u70b9\u304c\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u64cd\u4f5c\u306b\u79fb\u884c\u3059\u308b\u3068\u3001\u5f93\u6765\u306e\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u30eb\u30fc\u30eb\u306f\u5927\u304d\u306a\u30b9\u30c8\u30ec\u30b9\u306b\u3055\u3089\u3055\u308c\u308b\u3002\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\uff08ERD\uff09\u306f\u5358\u306a\u308b\u9759\u7684\u306a\u8a2d\u8a08\u56f3\u3092\u8d85\u3048\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b8\u30c3\u30af\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u9593\u306e\u5951\u7d04\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u8aad\u307f\u8fbc\u307f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3068\u3044\u3046\u6587\u8108\u306b\u304a\u3044\u3066\u3001\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u6226\u7565\u7684\u5dee\u7570\u3092\u691c\u8a0e\u3059\u308b\u3002<\/p>\n<p>\u6b63\u898f\u5316\u3059\u308b\u304b\u975e\u6b63\u898f\u5316\u3059\u308b\u304b\u3068\u3044\u3046\u6c7a\u5b9a\u306f\u4e8c\u5024\u3067\u306f\u306a\u3044\u3002\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u306e\u30b3\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u30b3\u30b9\u30c8\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u8aad\u307f\u8fbc\u307f\u64cd\u4f5c\u304c\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30ed\u30b0\u306e\u4e3b\u306a\u69cb\u6210\u3092\u5360\u3081\u308b\u74b0\u5883\u3067\u306f\u3001\u7d50\u5408\u306e\u8907\u96d1\u3055\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u3057\u3070\u3057\u3070\u6700\u512a\u5148\u306e\u6700\u9069\u5316\u76ee\u6a19\u3068\u306a\u308b\u3002\u3057\u304b\u3057\u3001\u5197\u9577\u6027\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u4e00\u8cab\u6027\u3068\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u306b\u5bfe\u3059\u308b\u65b0\u305f\u306a\u8ab2\u984c\u304c\u751f\u3058\u308b\u3002\u9069\u5207\u306a\u69cb\u9020\u6226\u7565\u3092\u9078\u629e\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3053\u3046\u3057\u305f\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u5206\u6790\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img alt=\"Educational infographic comparing normalized versus denormalized Entity Relationship Diagram strategies for read-heavy database workloads. Features side-by-side comparison with pastel blue and coral pink flat design icons: normalized approach highlights data integrity, storage efficiency, and write performance with multi-table structure; denormalized approach emphasizes faster queries, reduced I\/O, and simplified code with consolidated tables. Includes strategic comparison table covering integrity, read\/write performance, storage, and maintenance trade-offs. Decision framework guides when to choose each approach, plus hybrid solutions like indexing, materialized views, and read replicas. Clean rounded design with black outlines, ample white space, friendly typography optimized for students and social media sharing.\" decoding=\"async\" src=\"https:\/\/www.viz-note.com\/wp-content\/uploads\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg\"\/><\/figure>\n<\/div>\n<h2>\ud83c\udfd7\ufe0f ERD\u8a2d\u8a08\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u306e\u7406\u89e3<\/h2>\n<p>\u6b63\u898f\u5316\u306f\u3001\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u3092\u6e1b\u3089\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u308b\u4f53\u7cfb\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308b\u3002\u95a2\u4fc2\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u5c5e\u6027\u3068\u30c6\u30fc\u30d6\u30eb\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u633f\u5165\u3001\u66f4\u65b0\u3001\u524a\u9664\u64cd\u4f5c\u4e2d\u306e\u7570\u5e38\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3002\u76ee\u7684\u306f\u3001\u5404\u30c7\u30fc\u30bf\u304c\u6b63\u78ba\u306b1\u304b\u6240\u306b\u306e\u307f\u683c\u7d0d\u3055\u308c\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n<h3>\u6b63\u898f\u5316\u306e\u57fa\u672c\u539f\u5247<\/h3>\n<p>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\u3092\u69cb\u7bc9\u3059\u308b\u969b\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u305f\u3061\u306f\u901a\u5e38\u3001\u6b63\u898f\u5f62\u3068\u547c\u3070\u308c\u308b\u30eb\u30fc\u30eb\u306e\u968e\u5c64\u306b\u5f93\u3046\u3002\u5404\u6b63\u898f\u5f62\u306f\u7279\u5b9a\u306e\u7a2e\u985e\u306e\u91cd\u8907\u306b\u5bfe\u51e6\u3059\u308b\u3002<\/p>\n<ul>\n<li><strong>\u7b2c\u4e00\u6b63\u898f\u5f62\uff081NF\uff09\uff1a<\/strong>\u5404\u5217\u304c\u539f\u5b50\u5024\u3092\u542b\u307f\u3001\u7e70\u308a\u8fd4\u3057\u30b0\u30eb\u30fc\u30d7\u304c\u5b58\u5728\u3057\u306a\u3044\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u884c\u306b\u30d5\u30e9\u30c3\u30c8\u306a\u69cb\u9020\u304c\u78ba\u7acb\u3055\u308c\u308b\u3002<\/li>\n<li><strong>\u7b2c\u4e8c\u6b63\u898f\u5f62\uff082NF\uff09\uff1a<\/strong>1NF\u3092\u57fa\u76e4\u3068\u3057\u3066\u3001\u90e8\u5206\u7684\u4f9d\u5b58\u3092\u6392\u9664\u3059\u308b\u3002\u5c5e\u6027\u306f\u3001\u4e3b\u30ad\u30fc\u306e\u4e00\u90e8\u3067\u306f\u306a\u304f\u3001\u5168\u4f53\u306b\u4f9d\u5b58\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/li>\n<li><strong>\u7b2c\u4e09\u6b63\u898f\u5f62\uff083NF\uff09\uff1a<\/strong>\u63a8\u79fb\u7684\u4f9d\u5b58\u3092\u6392\u9664\u3059\u308b\u3002\u975e\u30ad\u30fc\u5c5e\u6027\u306f\u3001\u4ed6\u306e\u975e\u30ad\u30fc\u5c5e\u6027\u3067\u306f\u306a\u304f\u3001\u4e3b\u30ad\u30fc\u306b\u306e\u307f\u4f9d\u5b58\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/li>\n<\/ul>\n<p>\u975e\u5e38\u306b\u6b63\u898f\u5316\u3055\u308c\u305fERD\u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306f\u7d30\u5206\u5316\u3055\u308c\u308b\u3002\u9867\u5ba2\u30c6\u30fc\u30d6\u30eb\u306f\u4f4f\u6240\u30c6\u30fc\u30d6\u30eb\u3068\u306f\u5225\u306b\u5b58\u5728\u3057\u3001\u5916\u90e8\u30ad\u30fc\u306b\u3088\u3063\u3066\u30ea\u30f3\u30af\u3055\u308c\u308b\u3002\u6ce8\u6587\u30c6\u30fc\u30d6\u30eb\u306f\u9867\u5ba2\u3092\u53c2\u7167\u3057\u3001\u6ce8\u6587\u30a2\u30a4\u30c6\u30e0\u30c6\u30fc\u30d6\u30eb\u306f\u6ce8\u6587\u3092\u53c2\u7167\u3059\u308b\u3002\u3053\u306e\u69cb\u9020\u306b\u3088\u308a\u3001\u9867\u5ba2\u304c\u5f15\u3063\u8d8a\u3057\u3092\u3057\u305f\u5834\u5408\u3001\u66f4\u65b0\u304c1\u304b\u6240\u3067\u884c\u308f\u308c\u3001\u81ea\u52d5\u7684\u306b\u4f1d\u64ad\u3055\u308c\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u3002<\/p>\n<h3>\u6b63\u898f\u5316\u30b9\u30ad\u30fc\u30de\u306e\u5229\u70b9<\/h3>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u6574\u5408\u6027\uff1a<\/strong>\u5358\u4e00\u306e\u771f\u5b9f\u306e\u60c5\u5831\u6e90\u306b\u3088\u308a\u3001\u77db\u76fe\u3059\u308b\u60c5\u5831\u306e\u30ea\u30b9\u30af\u304c\u4f4e\u4e0b\u3059\u308b\u3002<\/li>\n<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u52b9\u7387\uff1a<\/strong>\u5197\u9577\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u3044\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u304f\u306a\u308b\u3002<\/li>\n<li><strong>\u66f8\u304d\u8fbc\u307f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\uff1a<\/strong>\u633f\u5165\u3001\u66f4\u65b0\u3001\u524a\u9664\u64cd\u4f5c\u306f\u3001\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u307e\u305f\u304c\u308b\u884c\u3092\u89e6\u308b\u5fc5\u8981\u304c\u5c11\u306a\u3044\u305f\u3081\u3001\u4e00\u822c\u7684\u306b\u9ad8\u901f\u306b\u306a\u308b\u3002<\/li>\n<li><strong>\u4fdd\u5b88\u6027\uff1a<\/strong>\u30c7\u30fc\u30bf\u69cb\u9020\u3078\u306e\u5909\u66f4\u306f\u5c40\u6240\u7684\u306b\u306a\u308b\u3002\u7279\u5b9a\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u65b0\u3057\u3044\u5c5e\u6027\u3092\u8ffd\u52a0\u3057\u3066\u3082\u3001\u95a2\u4fc2\u306e\u306a\u3044\u30c6\u30fc\u30d6\u30eb\u306b\u9023\u9396\u7684\u306a\u5909\u66f4\u3092\u52a0\u3048\u308b\u5fc5\u8981\u304c\u306a\u3044\u3002<\/li>\n<\/ul>\n<h3>\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u6b20\u70b9<\/h3>\n<p>\u6b63\u898f\u5316\u306f\u66f8\u304d\u8fbc\u307f\u304c\u91cd\u3044\u74b0\u5883\u3084\u6df7\u5408\u74b0\u5883\u3067\u306f\u512a\u308c\u305f\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u304c\u3001\u8aad\u307f\u8fbc\u307f\u64cd\u4f5c\u306b\u306f\u6469\u64e6\u3092\u3082\u305f\u3089\u3059\u3002\u5b8c\u5168\u306a\u30ec\u30b3\u30fc\u30c9\u3092\u69cb\u6210\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u5404\u7d50\u5408\u306f\u3001\u30c7\u30a3\u30b9\u30af\u307e\u305f\u306f\u30e1\u30e2\u30ea\u30ad\u30e3\u30c3\u30b7\u30e5\u4e0a\u306e\u7269\u7406\u7684\u64cd\u4f5c\u3092\u610f\u5473\u3059\u308b\u3002\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u30011\u3064\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30d3\u30e5\u30fc\u3092\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u304c5\u3064\u307e\u305f\u306f6\u3064\u306e\u7570\u306a\u308b\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u304c\u3042\u308b\u3002<\/p>\n<ul>\n<li><strong>\u7d50\u5408\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\uff1a<\/strong>\u30af\u30a8\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u306f\u30c6\u30fc\u30d6\u30eb\u9593\u3067\u30ad\u30fc\u3092\u4e00\u81f4\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u3053\u308c\u306b\u3088\u308aCPU\u30b5\u30a4\u30af\u30eb\u3068\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u304c\u6d88\u8cbb\u3055\u308c\u308b\u3002<\/li>\n<li><strong>I\/O\u64cd\u4f5c\uff1a<\/strong>\u30c6\u30fc\u30d6\u30eb\u304c\u5927\u304d\u3044\u5834\u5408\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u306f\u95a2\u9023\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u8907\u6570\u56de\u306e\u30b7\u30fc\u30af\u3092\u5b9f\u884c\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/li>\n<li><strong>\u9045\u5ef6\uff1a<\/strong> \u8907\u6570\u306e\u53c2\u7167\u51e6\u7406\u306e\u7d2f\u7a4d\u6642\u9593\u304c\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u5fdc\u7b54\u6642\u9593\u3092\u9577\u304f\u3059\u308b\u3002<\/li>\n<\/ul>\n<h2>\ud83d\udd17 \u30c7\u30ce\u30fc\u30de\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/h2>\n<p>\u30c7\u30ce\u30fc\u30de\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a2d\u8a08\u306b\u610f\u56f3\u7684\u306b\u5197\u9577\u6027\u3092\u5c0e\u5165\u3059\u308b\u624b\u6cd5\u3067\u3042\u308b\u3002\u305d\u306e\u76ee\u7684\u306f\u3001\u5fc5\u8981\u306a\u7d50\u5408\u306e\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u8aad\u307f\u53d6\u308a\u6027\u80fd\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\u3067\u306f\u3001\u4ed6\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u8907\u88fd\u3059\u308b\u30ab\u30e9\u30e0\u3001\u307e\u305f\u306f\u95a2\u9023\u60c5\u5831\u3092\u7d71\u5408\u3057\u305f\u5e83\u3044\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u73fe\u308c\u308b\u3002<\/p>\n<h3>\u30c7\u30ce\u30fc\u30de\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u4ed5\u7d44\u307f<\/h3>\n<p>\u9867\u5ba2\u540d\u3092\u53c2\u7167\u3059\u308b\u305f\u3081\u306b\u5916\u90e8\u30ad\u30fc\u3092\u4fdd\u5b58\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u30c7\u30ce\u30fc\u30de\u30e9\u30a4\u30ba\u3055\u308c\u305f\u6ce8\u6587\u30c6\u30fc\u30d6\u30eb\u306f\u9867\u5ba2\u540d\u3092\u76f4\u63a5\u4fdd\u5b58\u3059\u308b\u5834\u5408\u304c\u3042\u308b\u3002\u9867\u5ba2\u306e\u540d\u524d\u304c\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u3001\u6ce8\u6587\u8a18\u9332\u3092\u66f4\u65b0\u307e\u305f\u306f\u30d5\u30e9\u30b0\u3092\u7acb\u3066\u308b\u5fc5\u8981\u304c\u3042\u308b\u3001\u3042\u308b\u3044\u306f\u30b7\u30b9\u30c6\u30e0\u306f\u6ce8\u6587\u304c\u8cfc\u5165\u6642\u6642\u70b9\u306e\u540d\u524d\u3092\u53cd\u6620\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u53d7\u3051\u5165\u308c\u308b\u3002<\/p>\n<p>\u3053\u306e\u6226\u7565\u306f\u3001\u8907\u96d1\u6027\u3092\u8aad\u307f\u53d6\u308a\u30d1\u30b9\u304b\u3089\u66f8\u304d\u8fbc\u307f\u30d1\u30b9\u306b\u79fb\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306f\u4eca\u5f8c\u3001\u5197\u9577\u306a\u30c7\u30fc\u30bf\u30b3\u30d4\u30fc\u306e\u66f4\u65b0\u30ed\u30b8\u30c3\u30af\u3092\u51e6\u7406\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n<h3>\u8aad\u307f\u53d6\u308a\u304c\u4e3b\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u5229\u70b9<\/h3>\n<ul>\n<li><strong>\u30af\u30a8\u30ea\u5b9f\u884c\u306e\u9ad8\u901f\u5316\uff1a<\/strong> \u7d50\u5408\u306e\u6570\u304c\u6e1b\u308b\u305f\u3081\u3001\u8a08\u7b97\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5c11\u306a\u304f\u306a\u308b\u3002<\/li>\n<li><strong> I\/O\u306e\u524a\u6e1b\uff1a<\/strong> \u8907\u6570\u306e\u53c2\u7167\u3067\u306f\u306a\u304f\u3001\u5358\u4e00\u306e\u30c6\u30fc\u30d6\u30eb\u30b9\u30ad\u30e3\u30f3\u3067\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u308b\u3002<\/li>\n<li><strong> \u30af\u30a8\u30ea\u306e\u7c21\u7d20\u5316\uff1a<\/strong> \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u304c\u7d50\u679c\u3092\u7d44\u307f\u7acb\u3066\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30ed\u30b8\u30c3\u30af\u304c\u5c11\u306a\u304f\u306a\u308b\u3002<\/li>\n<li><strong> \u30ad\u30e3\u30c3\u30b7\u30e5\u52b9\u7387\uff1a<\/strong> \u3088\u308a\u5e73\u5766\u306a\u69cb\u9020\u306f\u3001\u30e1\u30e2\u30ea\u4e0a\u3067\u52b9\u679c\u7684\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3057\u3084\u3059\u3044\u3053\u3068\u304c\u591a\u3044\u3002<\/li>\n<\/ul>\n<h3>\u30ea\u30b9\u30af\u3068\u6b20\u70b9<\/h3>\n<p>\u30c7\u30ce\u30fc\u30de\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u4e3b\u306a\u30b3\u30b9\u30c8\u306f\u30c7\u30fc\u30bf\u306e\u4e00\u8cab\u6027\u3067\u3042\u308b\u3002\u5143\u30c7\u30fc\u30bf\u304c\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u3001\u3059\u3079\u3066\u306e\u5197\u9577\u30b3\u30d4\u30fc\u3092\u540c\u6642\u306b\u66f4\u65b0\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u3053\u308c\u3092\u6020\u308b\u3068\u3001\u53e4\u304f\u306a\u3063\u305f\u30c7\u30fc\u30bf\uff08\u30b9\u30bf\u30ec\u30fc\u30c8\u30c7\u30fc\u30bf\uff09\u304c\u767a\u751f\u3059\u308b\u3002<\/p>\n<ul>\n<li><strong>\u66f4\u65b0\u7570\u5e38\uff1a<\/strong> \u9867\u5ba2\u540d\u306e\u66f4\u65b0\u306b\u306f\u3001\u305d\u306e\u9867\u5ba2\u3092\u53c2\u7167\u3059\u308b\u3059\u3079\u3066\u306e\u6ce8\u6587\u8a18\u9332\u3092\u691c\u7d22\u3057\u3001\u5909\u66f4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/li>\n<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u80a5\u5927\u5316\uff1a<\/strong> \u30c7\u30fc\u30bf\u306e\u8907\u88fd\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5168\u4f53\u306e\u30b5\u30a4\u30ba\u304c\u5897\u52a0\u3059\u308b\u3002<\/li>\n<li><strong>\u66f8\u304d\u8fbc\u307f\u306e\u8907\u96d1\u3055\uff1a<\/strong> \u66f8\u304d\u8fbc\u307f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u3088\u308a\u8907\u96d1\u306b\u306a\u308a\u3001\u591a\u304f\u306e\u30ed\u30c3\u30af\u3084\u9577\u6642\u9593\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u8981\u3059\u308b\u5834\u5408\u304c\u3042\u308b\u3002<\/li>\n<li><strong>\u30b9\u30ad\u30fc\u30de\u306e\u786c\u76f4\u6027\uff1a<\/strong> \u65b0\u3057\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u8ffd\u52a0\u3059\u308b\u306b\u306f\u30011\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u306a\u304f\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u66f4\u65b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n<h2>\ud83d\udcc8 \u8aad\u307f\u53d6\u308a\u304c\u4e3b\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u7279\u5fb4\u3092\u5206\u6790\u3059\u308b<\/h2>\n<p>\u9069\u5207\u306a\u6226\u7565\u3092\u9078\u3076\u305f\u3081\u306b\u306f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u5177\u4f53\u7684\u306a\u6027\u8cea\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u8aad\u307f\u53d6\u308a\u304c\u4e3b\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u66f8\u304d\u8fbc\u307f\u304c\u983b\u7e41\u3067\u91cd\u8981\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7cfb\u30b7\u30b9\u30c6\u30e0\u3068\u5927\u304d\u304f\u7570\u306a\u308b\u3002<\/p>\n<h3>\u30af\u30a8\u30ea\u30d1\u30bf\u30fc\u30f3<\/h3>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u8907\u96d1\u306a\u5206\u6790\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u304b\u3001\u5358\u7d14\u306a\u53c2\u7167\u3092\u884c\u3046\u304b\uff1f\u591a\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u308f\u305f\u308b\u96c6\u8a08\u3092\u542b\u3080\u8907\u96d1\u306a\u30af\u30a8\u30ea\u306f\u3001\u30c7\u30ce\u30fc\u30de\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u6069\u6075\u3092\u53d7\u3051\u308b\u3002ID\u306b\u3088\u308b\u5358\u7d14\u306a\u53c2\u7167\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u9069\u5207\u306b\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u6b63\u898f\u5316\u3067\u3082\u5341\u5206\u306a\u6027\u80fd\u3092\u767a\u63ee\u3067\u304d\u308b\u3002<\/p>\n<ul>\n<li><strong>\u30dd\u30a4\u30f3\u30c8\u30af\u30a8\u30ea\uff1a<\/strong> ID \u306b\u3088\u308b\u5358\u4e00\u30ec\u30b3\u30fc\u30c9\u306e\u53d6\u5f97\u3002<\/li>\n<li><strong> \u7bc4\u56f2\u30af\u30a8\u30ea\uff1a<\/strong> \u65e5\u4ed8\u7bc4\u56f2\u5185\u306e\u30ec\u30b3\u30fc\u30c9\u306e\u30bb\u30c3\u30c8\u3092\u53d6\u5f97\u3059\u308b\u3002<\/li>\n<li><strong> \u96c6\u8a08\uff1a<\/strong> \u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u3067\u306e\u5408\u8a08\u3001\u5e73\u5747\u3001\u307e\u305f\u306f\u30ab\u30a6\u30f3\u30c8\u306e\u8a08\u7b97\u3002<\/li>\n<\/ul>\n<h3> \u30e9\u30c6\u30f3\u30c8\u30b7\u8981\u6c42<\/h3>\n<p> \u9ad8\u983b\u5ea6\u53d6\u5f15\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u8907\u96d1\u306a\u7d50\u5408\u306b\u3088\u3063\u3066\u5f15\u304d\u8d77\u3053\u3055\u308c\u308b\u9045\u5ef6\u3092\u8ca0\u62c5\u3067\u304d\u306a\u3044\u3002\u3053\u308c\u3089\u306e\u72b6\u6cc1\u3067\u306f\u3001\u6b63\u898f\u5316\u306e\u89e3\u9664\u306f\u9078\u629e\u3067\u306f\u306a\u304f\u3001\u3057\u3070\u3057\u3070\u5fc5\u9808\u3068\u306a\u308b\u3002\u9006\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u6570\u767e\u30df\u30ea\u79d2\u306e\u9045\u5ef6\u3092\u8a31\u5bb9\u3067\u304d\u308b\u5834\u5408\u3001\u9069\u5207\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3059\u308c\u3070\u6b63\u898f\u5316\u3067\u5341\u5206\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u4e00\u8cab\u6027\u306e\u8a31\u5bb9\u5ea6<\/h3>\n<p>\u5373\u6642\u4e00\u8cab\u6027\u304c\u5fc5\u8981\u304b\uff1f \u30b7\u30b9\u30c6\u30e0\u304c\u6700\u7d42\u7684\u4e00\u8cab\u6027\u3092\u8a31\u5bb9\u3067\u304d\u308b\u5834\u5408\u3001\u6b63\u898f\u5316\u306e\u89e3\u9664\u306f\u306f\u308b\u304b\u306b\u5b89\u5168\u306b\u306a\u308b\u3002\u8aad\u307f\u53d6\u308a\u30ec\u30d7\u30ea\u30ab\u3084\u975e\u540c\u671f\u66f4\u65b0\u30e1\u30ab\u30cb\u30ba\u30e0\u306f\u3001\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u3092\u30d6\u30ed\u30c3\u30af\u305b\u305a\u306b\u5197\u9577\u30c7\u30fc\u30bf\u306e\u540c\u671f\u3092\u51e6\u7406\u3067\u304d\u308b\u3002<\/p>\n<h2>\ud83d\udccb \u6226\u7565\u7684\u6bd4\u8f03\u8868<\/h2>\n<p>\u4ee5\u4e0b\u306e\u8868\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a2d\u8a08\u306e\u6587\u8108\u306b\u304a\u3051\u308b2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u4e3b\u306a\u9055\u3044\u3092\u8981\u7d04\u3057\u3066\u3044\u308b\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a5f\u80fd<\/th>\n<th>\u6b63\u898f\u5316\u30b9\u30ad\u30fc\u30de<\/th>\n<th>\u975e\u6b63\u898f\u5316\u30b9\u30ad\u30fc\u30de<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u30c7\u30fc\u30bf\u6574\u5408\u6027<\/strong><\/td>\n<td>\u9ad8\u3044\uff08\u552f\u4e00\u306e\u771f\u5b9f\u306e\u30bd\u30fc\u30b9\uff09<\/td>\n<td>\u4f4e\u3044\uff08\u540c\u671f\u30ed\u30b8\u30c3\u30af\u304c\u5fc5\u8981\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u8aad\u307f\u53d6\u308a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong><\/td>\n<td>\u5909\u52d5\u3059\u308b\uff08\u7d50\u5408\u306b\u4f9d\u5b58\uff09<\/td>\n<td>\u9ad8\u3044\uff08\u7d50\u5408\u304c\u5c11\u306a\u3044\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u66f8\u304d\u8fbc\u307f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong><\/td>\n<td>\u9ad8\u3044\uff08\u5197\u9577\u6027\u304c\u6700\u5c0f\u9650\uff09<\/td>\n<td>\u4f4e\u3044\uff08\u8907\u6570\u884c\u306e\u66f4\u65b0\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u4f7f\u7528\u91cf<\/strong><\/td>\n<td>\u52b9\u7387\u7684<\/td>\n<td>\u9ad8\u3044\uff08\u5197\u9577\u30c7\u30fc\u30bf\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u8907\u96d1\u3055<\/strong><\/td>\n<td>\u9ad8\u3044\u30af\u30a8\u30ea\u306e\u8907\u96d1\u3055<\/td>\n<td>\u9ad8\u3044\u66f8\u304d\u8fbc\u307f\u306e\u8907\u96d1\u3055<\/td>\n<\/tr>\n<tr>\n<td><strong>\u4fdd\u5b88\u6027<\/strong><\/td>\n<td>\u30b9\u30ad\u30fc\u30de\u306e\u5909\u66f4\u304c\u5bb9\u6613<\/td>\n<td>\u30b9\u30ad\u30fc\u30de\u306e\u5909\u66f4\u304c\u96e3\u3057\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\ud83e\udded \u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u5411\u3051\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/h2>\n<p>\u9069\u5207\u306a\u9053\u3092\u9078\u3076\u306b\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u3092\u6280\u8853\u7684\u5236\u7d04\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u30ac\u30a4\u30c9\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h3>\u6b63\u898f\u5316\u3092\u9078\u629e\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0<\/h3>\n<ul>\n<li><strong>\u66f8\u304d\u8fbc\u307f\u306e\u983b\u5ea6\uff1a<\/strong> \u8aad\u307f\u8fbc\u307f\u306b\u5bfe\u3057\u3066\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u304c\u983b\u7e41\u306b\u767a\u751f\u3059\u308b\u5834\u5408\u3001\u6b63\u898f\u5316\u306b\u3088\u308a\u66f4\u65b0\u7570\u5e38\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u53b3\u683c\u306a\u6574\u5408\u6027\uff1a<\/strong> \u91d1\u878d\u30b7\u30b9\u30c6\u30e0\u3084\u533b\u7642\u8a18\u9332\u306f\u3001\u5197\u9577\u6027\u304c\u8a31\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u53b3\u683c\u306aACID\u6e96\u62e0\u3092\u8981\u6c42\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/li>\n<li><strong>\u8907\u96d1\u306a\u95a2\u4fc2\u6027\uff1a<\/strong> \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u9593\u306b\u983b\u7e41\u306b\u5909\u5316\u3059\u308b\u591a\u5bfe\u591a\u306e\u95a2\u4fc2\u304c\u3042\u308b\u5834\u5408\u3001\u6b63\u898f\u5316\u306f\u30de\u30c3\u30d4\u30f3\u30b0\u3092\u660e\u78ba\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u5236\u7d04\uff1a<\/strong> \u30c7\u30a3\u30b9\u30af\u5bb9\u91cf\u304c\u8cb4\u91cd\u306a\u5834\u5408\u3001\u5197\u9577\u6027\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u306f\u6709\u76ca\u3067\u3059\u3002<\/li>\n<\/ul>\n<h3>\u975e\u6b63\u898f\u5316\u3092\u9078\u629e\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0<\/h3>\n<ul>\n<li><strong>\u8aad\u307f\u8fbc\u307f\u512a\u4f4d\uff1a<\/strong> \u8aad\u307f\u8fbc\u307f\u304c\u66f8\u304d\u8fbc\u307f\u3088\u308a\u3082\u5927\u5e45\u306b\u591a\u3044\u5834\u5408\uff08\u4f8b\uff1a100:1\uff09\u3001\u7d50\u5408\u306e\u56de\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306f\u3001\u66f8\u304d\u8fbc\u307f\u30b3\u30b9\u30c8\u3092\u4e0a\u56de\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304a\u3088\u3073\u5206\u6790\uff1a<\/strong> \u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3084\u30ec\u30dd\u30fc\u30c8\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u96c6\u8a08\u30af\u30a8\u30ea\u306e\u9ad8\u901f\u5316\u306e\u305f\u3081\u306b\u3057\u3070\u3057\u3070\u975e\u6b63\u898f\u5316\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u9ad8\u53ef\u7528\u6027\uff1a<\/strong> \u5206\u6563\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4ed6\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3078\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u9077\u79fb\u306a\u3057\u306b\u30ed\u30fc\u30ab\u30eb\u30ce\u30fc\u30c9\u3067\u8aad\u307f\u53d6\u308a\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u975e\u6b63\u898f\u5316\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u9759\u7684\u53c2\u7167\u30c7\u30fc\u30bf\uff1a<\/strong> \u7d4c\u6642\u7684\u306b\u307b\u3068\u3093\u3069\u5909\u5316\u3057\u306a\u3044\u30c7\u30fc\u30bf\uff08\u4f8b\uff1a\u56fd\u30b3\u30fc\u30c9\u3001\u70ba\u66ff\u30ec\u30fc\u30c8\uff09\u306f\u3001\u30b3\u30d4\u30fc\u306e\u5bfe\u8c61\u3068\u3057\u3066\u975e\u5e38\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\ud83d\udee0\ufe0f \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u6700\u9069\u5316<\/h2>\n<p>\u4e00\u65b9\u306e\u6975\u7aef\u3092\u4ed6\u65b9\u3088\u308a\u3082\u9078\u3076\u5fc5\u8981\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002\u73fe\u4ee3\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4e21\u30e2\u30c7\u30eb\u306e\u5229\u70b9\u3092\u30d0\u30e9\u30f3\u30b9\u3055\u305b\u308b\u305f\u3081\u306b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u6226\u7565\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<h3>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u6226\u7565<\/h3>\n<p>\u975e\u6b63\u898f\u5316\u3092\u884c\u3046\u524d\u306b\u3001\u6b63\u898f\u5316\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u304c\u5b8c\u5168\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30ab\u30d0\u30fc\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u304c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u81ea\u4f53\u304b\u3089\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u3001\u30c6\u30fc\u30d6\u30eb\u53c2\u7167\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u5197\u9577\u6027\u3092\u4f34\u308f\u305a\u306b\u3001\u307b\u307c\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u8aad\u307f\u53d6\u308a\u901f\u5ea6\u3092\u9054\u6210\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u8907\u5408\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff1a<\/strong> \u7bc4\u56f2\u30b9\u30ad\u30e3\u30f3\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u6700\u3082\u9078\u629e\u6027\u306e\u9ad8\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u9806\u306b\u5217\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><strong>\u90e8\u5206\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff1a<\/strong> \u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30b5\u30d6\u30bb\u30c3\u30c8\u306e\u307f\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u30b5\u30a4\u30ba\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3>\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30d3\u30e5\u30fc<\/h3>\n<p>\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30d3\u30e5\u30fc\u306f\u3001\u30af\u30a8\u30ea\u306e\u7d50\u679c\u3092\u7269\u7406\u7684\u306b\u683c\u7d0d\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u3059\u3002\u57fa\u5e95\u30c6\u30fc\u30d6\u30eb\u3092\u5909\u66f4\u305b\u305a\u306b\u3001\u30c7\u30fc\u30bf\u306e\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30d3\u30e5\u30fc\u3092\u7dad\u6301\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u57fa\u306b\u306a\u308b\u30c7\u30fc\u30bf\u304c\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u3001\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30d3\u30e5\u30fc\u306f\u66f4\u65b0\uff08\u30ea\u30d5\u30ec\u30c3\u30b7\u30e5\uff09\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u4e8b\u524d\u8a08\u7b97\uff1a<\/strong>\u8907\u96d1\u306a\u96c6\u8a08\u51e6\u7406\u306f\u4e8b\u524d\u306b\u8a08\u7b97\u3055\u308c\u308b\u3002<\/li>\n<li><strong>\u66f4\u65b0\u30b5\u30a4\u30af\u30eb\uff1a<\/strong>\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u5b9f\u884c\u3059\u308b\u304b\u3001\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u3092\u30c8\u30ea\u30ac\u30fc\u3068\u3057\u3066\u5b9f\u884c\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u8aad\u307f\u53d6\u308a\u5206\u96e2\uff1a<\/strong>\u30af\u30a8\u30ea\u306f\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30d3\u30e5\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u4e00\u65b9\u3001\u66f8\u304d\u8fbc\u307f\u306f\u57fa\u5e95\u30c6\u30fc\u30d6\u30eb\u306b\u9001\u3089\u308c\u308b\u3002<\/li>\n<\/ul>\n<h3>\u8aad\u307f\u53d6\u308a\u30ec\u30d7\u30ea\u30ab<\/h3>\n<p>\u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u306f\u3001\u8aad\u307f\u53d6\u308a\u30ec\u30d7\u30ea\u30ab\u3092\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc\u3092\u30db\u30b9\u30c8\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u3002\u30d7\u30e9\u30a4\u30de\u30ea\u30fc\u30ce\u30fc\u30c9\u306f\u66f8\u304d\u8fbc\u307f\u3092\u51e6\u7406\u3057\u3001\u6b63\u898f\u5316\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u3092\u7dad\u6301\u3059\u308b\u3002\u30ec\u30d7\u30ea\u30ab\u306f\u975e\u540c\u671f\u3067\u66f4\u65b0\u3092\u53d7\u3051\u53d6\u308a\u3001\u6700\u9069\u5316\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u3067\u8aad\u307f\u53d6\u308a\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u51e6\u7406\u3059\u308b\u3002<\/p>\n<ul>\n<li><strong>\u8aad\u307f\u53d6\u308a\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff1a<\/strong>\u8907\u6570\u306e\u30ce\u30fc\u30c9\u306b\u8ca0\u8377\u3092\u5206\u6563\u3059\u308b\u3002<\/li>\n<li><strong>\u5730\u7406\u7684\u8fd1\u63a5\uff1a<\/strong>\u30c7\u30fc\u30bf\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u8fd1\u3044\u5834\u6240\u306b\u914d\u7f6e\u3059\u308b\u3002<\/li>\n<li><strong>\u6700\u7d42\u7684\u6574\u5408\u6027\uff1a<\/strong>\u30c7\u30fc\u30bf\u306e\u4f1d\u64ad\u306b\u308f\u305a\u304b\u306a\u9045\u5ef6\u3092\u53d7\u3051\u5165\u308c\u308b\u3002<\/li>\n<\/ul>\n<h2>\u26a0\ufe0f \u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306b\u304a\u3051\u308b\u4e00\u822c\u7684\u306a\u843d\u3068\u3057\u7a74<\/h2>\n<p>\u660e\u78ba\u306a\u6226\u7565\u304c\u3042\u3063\u3066\u3082\u3001\u5b9f\u88c5\u4e0a\u306e\u8aa4\u308a\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u640d\u306a\u3046\u3053\u3068\u304c\u3042\u308b\u3002\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306f\u4e00\u822c\u7684\u306a\u30df\u30b9\u306b\u5bfe\u3057\u3066\u5e38\u306b\u6ce8\u610f\u3092\u6255\u308f\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n<h3>\u904e\u5270\u306a\u6b63\u898f\u5316<\/h3>\n<p>\u5358\u4e00\u306e\u6982\u5ff5\u306b\u5bfe\u3057\u3066\u3042\u307e\u308a\u306b\u3082\u591a\u304f\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3068\u3001\u7d50\u5408\u304c\u904e\u5270\u306b\u306a\u308b\u30023NF\u306f\u6a19\u6e96\u3067\u3042\u308b\u304c\u3001\u8aad\u307f\u53d6\u308a\u304c\u91cd\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u3053\u308c\u3092\u76f2\u76ee\u7684\u306b\u5b88\u308b\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u4e0b\u3059\u308b\u3002\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u30013NF\u306e\u5236\u5fa1\u3055\u308c\u305f\u9055\u53cd\u304c\u5fc5\u8981\u306b\u306a\u308b\u3002<\/p>\n<h3>\u4e0d\u6574\u5408\u306a\u975e\u6b63\u898f\u5316<\/h3>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u90e8\u3060\u3051\u3092\u975e\u6b63\u898f\u5316\u3057\u3001\u4ed6\u306e\u90e8\u5206\u306f\u6b63\u898f\u5316\u3057\u305f\u307e\u307e\u306b\u3059\u308b\u3068\u3001\u65ad\u7247\u5316\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u304c\u751f\u3058\u308b\u3002\u4e0d\u6574\u5408\u6027\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u7279\u6027\u3092\u4e88\u6e2c\u3057\u306b\u304f\u304f\u306a\u308b\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u91cf\u3092\u7121\u8996\u3059\u308b<\/h3>\n<p>\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u52d5\u4f5c\u3059\u308b\u30b9\u30ad\u30fc\u30de\u3067\u3082\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u5927\u3059\u308b\u3068\u5931\u6557\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u975e\u6b63\u898f\u5316\u306f\u30ec\u30b3\u30fc\u30c9\u6570\u306b\u6bd4\u4f8b\u3057\u3066\u30b9\u30c8\u30ec\u30fc\u30b8\u8981\u4ef6\u3092\u5897\u52a0\u3055\u305b\u308b\u3002\u30c7\u30fc\u30bf\u304c\u6307\u6570\u95a2\u6570\u7684\u306b\u5897\u52a0\u3059\u308b\u5834\u5408\u3001\u5197\u9577\u6027\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u3068\u4fdd\u5b88\u8ca0\u8377\u306f\u7ba1\u7406\u4e0d\u80fd\u306b\u306a\u308b\u3002<\/p>\n<h3>\u66f4\u65b0\u30ed\u30b8\u30c3\u30af\u306e\u8907\u96d1\u3055<\/h3>\n<p>\u5197\u9577\u306a\u30c7\u30fc\u30bf\u3092\u540c\u671f\u3055\u305b\u308b\u30ed\u30b8\u30c3\u30af\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u306f\u5bb9\u6613\u3067\u306f\u306a\u3044\u3002\u901a\u5e38\u3001\u30c8\u30ea\u30ac\u30fc\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3001\u307e\u305f\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30ad\u30e5\u30fc\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002\u3053\u306e\u30ed\u30b8\u30c3\u30af\u304c\u5931\u6557\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u7834\u640d\u304c\u9759\u304b\u306b\u767a\u751f\u3059\u308b\u3002<\/p>\n<h2>\ud83d\udd0d \u5b9f\u88c5\u4e0a\u306e\u8003\u616e\u4e8b\u9805<\/h2>\n<p>\u8a2d\u8a08\u304b\u3089\u5b9f\u88c5\u3078\u79fb\u884c\u3059\u308b\u969b\u306b\u306f\u3001\u6210\u529f\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u7279\u5b9a\u306e\u6280\u8853\u7684\u8a73\u7d30\u3092\u691c\u8a0e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n<h3>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7ba1\u7406<\/h3>\n<p>\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u66f4\u65b0\u306f\u3057\u3070\u3057\u3070\u8907\u6570\u306e\u884c\u306b\u308f\u305f\u308b\u3002\u3053\u308c\u3092\u539f\u5b50\u6027\u3092\u4fdd\u3064\u305f\u3081\u306b1\u3064\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3067\u30e9\u30c3\u30d7\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u30b7\u30b9\u30c6\u30e0\u304c\u9014\u4e2d\u3067\u30af\u30e9\u30c3\u30b7\u30e5\u3057\u305f\u5834\u5408\u3001\u30c7\u30fc\u30bf\u306f\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3055\u308c\u3001\u6574\u5408\u6027\u306e\u640d\u306a\u308f\u308c\u305f\u72b6\u614b\u3092\u907f\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<h3>\u30ad\u30e3\u30c3\u30b7\u30e5\u30ec\u30a4\u30e4\u30fc<\/h3>\n<p>\u6b63\u898f\u5316\u3055\u308c\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u30e1\u30e2\u30ea\u306b\u983b\u7e41\u306b\u30a2\u30af\u30bb\u30b9\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3092\u30ad\u30e3\u30c3\u30b7\u30e5\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8ca0\u8377\u3092\u3055\u3089\u306b\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002\u57fa\u76e4\u3068\u306a\u308b\u30c7\u30fc\u30bf\u304c\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u306f\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u7121\u52b9\u5316\u307e\u305f\u306f\u66f4\u65b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30e1\u30c8\u30ea\u30af\u30b9<\/h3>\n<p>\u7d99\u7d9a\u7684\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30af\u30a8\u30ea\u5b9f\u884c\u6642\u9593\u3001\u30ed\u30c3\u30af\u7af6\u5408\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u5897\u52a0\u3092\u8ffd\u8de1\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304d\u8fbc\u307f\u9045\u5ef6\u304c\u6025\u4e0a\u6607\u3057\u305f\u5834\u5408\u306f\u3001\u6b63\u898f\u5316\u89e3\u9664\u306e\u66f4\u65b0\u30ed\u30b8\u30c3\u30af\u304c\u91cd\u3059\u304e\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\ud83d\udcdd \u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306e\u305f\u3081\u306e\u6700\u7d42\u7684\u306a\u8003\u616e\u4e8b\u9805<\/h2>\n<p>\u6b63\u898f\u5316\u3055\u308c\u305fERD\u6226\u7565\u3068\u975e\u6b63\u898f\u5316\u3055\u308c\u305fERD\u6226\u7565\u306e\u9078\u629e\u306f\u3001\u6839\u672c\u7684\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3067\u3059\u3002\u3053\u308c\u306f\u30c7\u30fc\u30bf\u304c\u30b7\u30b9\u30c6\u30e0\u5185\u3092\u3069\u306e\u3088\u3046\u306b\u6d41\u308c\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3069\u306e\u3088\u3046\u306b\u76f8\u4e92\u4f5c\u7528\u3059\u308b\u304b\u3092\u898f\u5b9a\u3057\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u7528\u3067\u304d\u308b\u552f\u4e00\u306e\u6b63\u89e3\u306f\u5b58\u5728\u3057\u307e\u305b\u3093\u3002<\/p>\n<ul>\n<li><strong>\u307e\u305a\u306f\u6e2c\u5b9a\u3092:<\/strong>\u4eee\u5b9a\u306b\u57fa\u3065\u3044\u3066\u6700\u9069\u5316\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u73fe\u5728\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u3057\u3066\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><strong>\u30b7\u30f3\u30d7\u30eb\u304b\u3089\u59cb\u3081\u308b:<\/strong>\u6b63\u898f\u5316\u3055\u308c\u305f\u8a2d\u8a08\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u30cb\u30fc\u30ba\u3092\u793a\u3059\u5834\u5408\u306b\u306e\u307f\u3001\u975e\u6b63\u898f\u5316\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u610f\u601d\u6c7a\u5b9a\u3092\u6587\u66f8\u5316\u3059\u308b:<\/strong>\u5197\u9577\u6027\u304c\u5c0e\u5165\u3055\u308c\u305f\u7406\u7531\u3092\u660e\u78ba\u306b\u8a18\u9332\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5c06\u6765\u306e\u4fdd\u5b88\u62c5\u5f53\u8005\u304c\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u9032\u5316\u3092\u8a08\u753b\u3059\u308b:<\/strong>\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306f\u9032\u5316\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u4eca\u65e5\u6a5f\u80fd\u3059\u308b\u6226\u7565\u3082\u3001\u30c7\u30fc\u30bf\u30d1\u30bf\u30fc\u30f3\u306e\u5909\u5316\u306b\u4f34\u3063\u3066\u8abf\u6574\u304c\u5fc5\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u7d50\u5408\u306e\u30e1\u30ab\u30cb\u30ba\u30e0\u3001\u5197\u9577\u6027\u306e\u30b3\u30b9\u30c8\u3001\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u7279\u5b9a\u306e\u8981\u6c42\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306f\u5805\u7262\u304b\u3064\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9ad8\u3044\u30b7\u30b9\u30c6\u30e0\u3092\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002\u76ee\u7684\u306f\u53b3\u683c\u306a\u30eb\u30fc\u30eb\u306b\u5f93\u3046\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u74b0\u5883\u306b\u6700\u3082\u9069\u3057\u305f\u30c4\u30fc\u30eb\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5805\u7262\u306a\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3059\u308b\u306b\u306f\u3001\u5bfe\u7acb\u3059\u308b\u512a\u5148\u4e8b\u9805\u306e&hellip;<\/p>\n","protected":false},"author":1,"featured_media":1732,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD","_yoast_wpseo_metadesc":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\u6226\u7565\u3092\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002","fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[68],"tags":[89,92],"class_list":["post-1731","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-database-design","tag-academic","tag-erd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD<\/title>\n<meta name=\"description\" content=\"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\u6226\u7565\u3092\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002\" \/>\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.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\" \/>\n<meta property=\"og:description\" content=\"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\u6226\u7565\u3092\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/\" \/>\n<meta property=\"og:site_name\" content=\"Viz Note Japanese - AI Insights &amp; Software Industry Updates\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-10T03:47:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1664\" \/>\n\t<meta property=\"og:image:height\" content=\"928\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"vpadmin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"vpadmin\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/\"},\"author\":{\"name\":\"vpadmin\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/#\/schema\/person\/d69595112293b803501f7b381be28255\"},\"headline\":\"\u6bd4\u8f03\uff1a\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\u6226\u7565\",\"datePublished\":\"2026-04-10T03:47:41+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/\"},\"wordCount\":19,\"publisher\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg\",\"keywords\":[\"academic\",\"erd\"],\"articleSection\":[\"Database Design\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/\",\"url\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/\",\"name\":\"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\",\"isPartOf\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg\",\"datePublished\":\"2026-04-10T03:47:41+00:00\",\"description\":\"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\u6226\u7565\u3092\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage\",\"url\":\"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg\",\"contentUrl\":\"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg\",\"width\":1664,\"height\":928},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.viz-note.com\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u6bd4\u8f03\uff1a\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\u6226\u7565\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/#website\",\"url\":\"https:\/\/www.viz-note.com\/ja\/\",\"name\":\"Viz Note Japanese - AI Insights &amp; Software Industry Updates\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.viz-note.com\/ja\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/#organization\",\"name\":\"Viz Note Japanese - AI Insights &amp; Software Industry Updates\",\"url\":\"https:\/\/www.viz-note.com\/ja\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2025\/03\/cropped-viz-note-logo.png\",\"contentUrl\":\"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2025\/03\/cropped-viz-note-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Viz Note Japanese - AI Insights &amp; Software Industry Updates\"},\"image\":{\"@id\":\"https:\/\/www.viz-note.com\/ja\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/#\/schema\/person\/d69595112293b803501f7b381be28255\",\"name\":\"vpadmin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.viz-note.com\/ja\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"caption\":\"vpadmin\"},\"sameAs\":[\"https:\/\/www.viz-note.com\"],\"url\":\"https:\/\/www.viz-note.com\/ja\/author\/vpadmin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD","description":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\u6226\u7565\u3092\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002","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.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/","og_locale":"ja_JP","og_type":"article","og_title":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD","og_description":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\u6226\u7565\u3092\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002","og_url":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/","og_site_name":"Viz Note Japanese - AI Insights &amp; Software Industry Updates","article_published_time":"2026-04-10T03:47:41+00:00","og_image":[{"width":1664,"height":928,"url":"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg","type":"image\/jpeg"}],"author":"vpadmin","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"vpadmin"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#article","isPartOf":{"@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/"},"author":{"name":"vpadmin","@id":"https:\/\/www.viz-note.com\/ja\/#\/schema\/person\/d69595112293b803501f7b381be28255"},"headline":"\u6bd4\u8f03\uff1a\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\u6226\u7565","datePublished":"2026-04-10T03:47:41+00:00","mainEntityOfPage":{"@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/"},"wordCount":19,"publisher":{"@id":"https:\/\/www.viz-note.com\/ja\/#organization"},"image":{"@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage"},"thumbnailUrl":"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg","keywords":["academic","erd"],"articleSection":["Database Design"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/","url":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/","name":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD","isPartOf":{"@id":"https:\/\/www.viz-note.com\/ja\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage"},"image":{"@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage"},"thumbnailUrl":"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg","datePublished":"2026-04-10T03:47:41+00:00","description":"\u8aad\u307f\u8fbc\u307f\u4e2d\u5fc3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u304a\u3051\u308b\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u306eERD\u6226\u7565\u3092\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3001\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002","breadcrumb":{"@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#primaryimage","url":"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg","contentUrl":"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2026\/04\/normalized-vs-denormalized-erd-strategies-infographic.jpg","width":1664,"height":928},{"@type":"BreadcrumbList","@id":"https:\/\/www.viz-note.com\/ja\/normalized-vs-denormalized-erd-read-heavy-workloads\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.viz-note.com\/ja\/"},{"@type":"ListItem","position":2,"name":"\u6bd4\u8f03\uff1a\u8aad\u307f\u8fbc\u307f\u304c\u91cd\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e\u6b63\u898f\u5316\u3068\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u95a2\u4fc2\u56f3\u6226\u7565"}]},{"@type":"WebSite","@id":"https:\/\/www.viz-note.com\/ja\/#website","url":"https:\/\/www.viz-note.com\/ja\/","name":"Viz Note Japanese - AI Insights &amp; Software Industry Updates","description":"","publisher":{"@id":"https:\/\/www.viz-note.com\/ja\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.viz-note.com\/ja\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.viz-note.com\/ja\/#organization","name":"Viz Note Japanese - AI Insights &amp; Software Industry Updates","url":"https:\/\/www.viz-note.com\/ja\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.viz-note.com\/ja\/#\/schema\/logo\/image\/","url":"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2025\/03\/cropped-viz-note-logo.png","contentUrl":"https:\/\/www.viz-note.com\/ja\/wp-content\/uploads\/sites\/4\/2025\/03\/cropped-viz-note-logo.png","width":512,"height":512,"caption":"Viz Note Japanese - AI Insights &amp; Software Industry Updates"},"image":{"@id":"https:\/\/www.viz-note.com\/ja\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.viz-note.com\/ja\/#\/schema\/person\/d69595112293b803501f7b381be28255","name":"vpadmin","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.viz-note.com\/ja\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","caption":"vpadmin"},"sameAs":["https:\/\/www.viz-note.com"],"url":"https:\/\/www.viz-note.com\/ja\/author\/vpadmin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/posts\/1731","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/comments?post=1731"}],"version-history":[{"count":0,"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/posts\/1731\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/media\/1732"}],"wp:attachment":[{"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/media?parent=1731"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/categories?post=1731"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.viz-note.com\/ja\/wp-json\/wp\/v2\/tags?post=1731"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}