{"id":1546,"date":"2026-03-25T04:30:15","date_gmt":"2026-03-25T04:30:15","guid":{"rendered":"https:\/\/www.ez-knowledge.com\/ja\/critical-normalization-rules-data-architects\/"},"modified":"2026-03-25T04:30:15","modified_gmt":"2026-03-25T04:30:15","slug":"critical-normalization-rules-data-architects","status":"publish","type":"post","link":"https:\/\/www.ez-knowledge.com\/ja\/critical-normalization-rules-data-architects\/","title":{"rendered":"ERD\u30ac\u30a4\u30c9\uff1a\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306e\u305f\u3081\u306e\u91cd\u8981\u306a\u6b63\u898f\u5316\u30eb\u30fc\u30eb"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img alt=\"Line art infographic summarizing critical database normalization rules for data architects including 1NF atomic values, 2NF full dependency, 3NF transitive dependency removal, BCNF superkey requirements, anomaly prevention strategies, and strategic denormalization tradeoffs for scalable data architecture design\" decoding=\"async\" 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\u26a1<\/h2>\n<p>\u6b63\u898f\u5316\u304c\u5e38\u306b\u6700\u7d42\u76ee\u6a19\u3067\u3042\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u4e00\u90e8\u306e\u9ad8\u6027\u80fd\u74b0\u5883\u3067\u306f\u3001\u53b3\u683c\u306a\u6b63\u898f\u5316\u304c\u30af\u30a8\u30ea\u901f\u5ea6\u3092\u4f4e\u4e0b\u3055\u305b\u308b\u904e\u5270\u306a\u7d50\u5408\u3092\u5f15\u304d\u8d77\u3053\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u72b6\u6cc1\u3067\u6226\u7565\u7684\u975e\u6b63\u898f\u5316\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002\u975e\u6b63\u898f\u5316\u3068\u306f\u3001\u8aad\u307f\u53d6\u308a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5197\u9577\u306a\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3053\u308c\u306f\u4efb\u610f\u306b\u884c\u3046\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8aad\u307f\u53d6\u308a\u901f\u5ea6\u3068\u66f8\u304d\u8fbc\u307f\u306e\u8907\u96d1\u3055\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u660e\u78ba\u306b\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u8aad\u307f\u53d6\u308a\u64cd\u4f5c\u304c\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u3092\u306f\u308b\u304b\u306b\u4e0a\u56de\u308b\u5834\u5408\u3001\u5197\u9577\u6027\u306e\u5c0e\u5165\u306f\u6b63\u5f53\u5316\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u8aad\u307f\u53d6\u308a\u4e2d\u5fc3\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\uff1a<\/strong>\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304c\u4e3b\u306a\u6a5f\u80fd\u3067\u3042\u308b\u5834\u5408\u3001\u975e\u6b63\u898f\u5316\u306b\u3088\u308a\u30af\u30a8\u30ea\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30ad\u30e3\u30c3\u30b7\u30e5\u30ec\u30a4\u30e4\u30fc\uff1a<\/strong>\u30b9\u30ad\u30fc\u30de\u3092\u5909\u66f4\u3059\u308b\u524d\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u4f7f\u7528\u3059\u308b\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u4e00\u8cab\u6027\u306e\u30ea\u30b9\u30af\uff1a<\/strong> \u5197\u9577\u306a\u30c7\u30fc\u30bf\u304c\u540c\u671f\u304b\u3089\u305a\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u66f8\u304d\u8fbc\u307f\u30da\u30ca\u30eb\u30c6\u30a3\uff1a<\/strong> \u3059\u3079\u3066\u306e\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u306f\u3001\u30c7\u30fc\u30bf\u306e\u3059\u3079\u3066\u306e\u5197\u9577\u30b3\u30d4\u30fc\u3092\u66f4\u65b0\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4e00\u822c\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3068\u3057\u3066\u3001\u30ec\u30dd\u30fc\u30c8\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7528\u306e\u8981\u7d04\u30c6\u30fc\u30d6\u30eb\u3092\u975e\u6b63\u898f\u5316\u3059\u308b\u4e00\u65b9\u3067\u3001\u30b3\u30a2\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306f3NF\u306e\u72b6\u614b\u306b\u4fdd\u3064\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u6574\u5408\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u6b63\u898f\u5f62\u306e\u6bd4\u8f03<\/h2>\n<table style=\"min-width: 100px;\">\n<colgroup>\n<col style=\"min-width: 25px;\"\/>\n<col style=\"min-width: 25px;\"\/>\n<col style=\"min-width: 25px;\"\/>\n<col style=\"min-width: 25px;\"\/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u6b63\u898f\u5f62<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u4e3b\u306a\u7126\u70b9<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u30ad\u30fc\u5236\u7d04<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u5178\u578b\u7684\u306a\u4f7f\u7528\u30b1\u30fc\u30b9<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>1NF<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u539f\u5b50\u5024<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7e70\u308a\u8fd4\u3057\u30b0\u30eb\u30fc\u30d7\u306a\u3057<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u521d\u671f\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>2NF<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5b8c\u5168\u4f9d\u5b58<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8907\u5408\u30ad\u30fc\u306b\u5bfe\u3059\u308b\u90e8\u5206\u4f9d\u5b58\u306a\u3057<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8907\u96d1\u306a\u30ad\u30fc<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>3NF<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u63a8\u79fb\u7684\u4f9d\u5b58<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u975e\u30ad\u30fc\u5c5e\u6027\u306f\u30ad\u30fc\u306b\u306e\u307f\u4f9d\u5b58\u3059\u308b<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e00\u822c\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>BCNF<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u30b9\u30fc\u30d1\u30fc\u30ad\u30fc<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6c7a\u5b9a\u8981\u56e0\u306f\u30b9\u30fc\u30d1\u30fc\u30ad\u30fc\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8907\u96d1\u306a\u5019\u88dc\u30ad\u30fc<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u5411\u3051\u5b9f\u7528\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8 \u2705<\/h2>\n<p>ERD\u304c\u696d\u754c\u6a19\u6e96\u3092\u6e80\u305f\u3059\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u3001\u8a2d\u8a08\u6bb5\u968e\u3067\u3053\u306e\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u30b3\u30fc\u30c9\u304c\u66f8\u304b\u308c\u308b\u524d\u306b\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u539f\u5b50\u6027\u306e\u78ba\u8a8d\uff1a<\/strong> 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