{"id":819,"date":"2016-08-01T14:53:51","date_gmt":"2016-08-01T05:53:51","guid":{"rendered":"http:\/\/frsw.net\/blog\/?p=819"},"modified":"2016-08-02T00:08:16","modified_gmt":"2016-08-01T15:08:16","slug":"%e3%80%8e%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90%e3%81%a8%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%80%8f%e3%82%92%e8%aa%ad%e3%82%80%e3%80%801-1%e3%81%a81-2","status":"publish","type":"post","link":"http:\/\/frsw.net\/blog\/%e3%80%8e%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90%e3%81%a8%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%80%8f%e3%82%92%e8%aa%ad%e3%82%80%e3%80%801-1%e3%81%a81-2\/","title":{"rendered":"\u300e\u30c7\u30fc\u30bf\u5206\u6790\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u300f\u3092\u8aad\u3080\u30001.1\u30681.2"},"content":{"rendered":"<p>\u300e\u30c7\u30fc\u30bf\u5206\u6790\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u300f\uff08\u8457\uff1a\u67f4\u7530\u91cc\u7a0b\uff09\u3092\u3075\u3068\u624b\u306b\u3068\u3063\u3066\u8aad\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u3063\u3068\u76ee\u3092\u901a\u3057\u305f\u3068\u3053\u308d<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u672c\u7684\u306a\u5185\u5bb9\u3092\u304d\u3061\u3093\u3068\u62bc\u3055\u3048\u3066\u3044\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u790e\u7528\u8a9e\u306e\u89e3\u8aac\u304c\u4e01\u5be7<\/li>\n<li>\u5b9f\u969b\u306e\u5b9f\u52d9\u306b\u3064\u306a\u304c\u308b\u3088\u3046\u306b\u5de5\u592b\u304c\u51dd\u3089\u3055\u308c\u3066\u3044\u308b<\/li>\n<\/ul>\n<p>\u3068\u8a00\u3046\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u52c9\u5f37\u306b\u306a\u308b\u3068\u601d\u3063\u305f\u306e\u3067\u3001\u6700\u521d\u304b\u3089\u8aad\u3093\u3067\u3044\u3063\u3066\u3001\u305d\u306e\u52c9\u5f37\u306e\u5185\u5bb9\u3092\u30d6\u30ed\u30b0\u306b\u306e\u3063\u3051\u3066\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u6c17\u306b\u306a\u3063\u305f\u4eba\u306f\u662f\u975e\u8cb7\u3063\u3066\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe loading=\"lazy\" style=\"width: 120px; height: 240px;\" src=\"http:\/\/rcm-fe.amazon-adsystem.com\/e\/cm?lt1=_blank&amp;bc1=000000&amp;IS2=1&amp;nou=1&amp;bg1=FFFFFF&amp;fc1=000000&amp;lc1=0000FF&amp;t=purupuru070-22&amp;o=9&amp;p=8&amp;l=as4&amp;m=amazon&amp;f=ifr&amp;ref=ss_til&amp;asins=4764904985\" width=\"300\" height=\"150\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>\u3053\u306e\u672c\u306e\u76ee\u6b21\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u7b2cI\u90e8 \u30c7\u30fc\u30bf\u5206\u6790<br \/>\n\u7b2c1\u7ae0 \u30c7\u30fc\u30bf<br \/>\n\u7b2c2\u7ae0 \u30c7\u30fc\u30bf\u5206\u5e03<br \/>\n\u7b2c3\u7ae0 \u30c7\u30fc\u30bf\u5206\u5e03\u306e\u4ee3\u8868\u5024<br \/>\n\u7b2c4\u7ae0 \u7bb1\u3072\u3052\u56f3<br \/>\n\u7b2c5\u7ae0 2\u5909\u91cf\u30c7\u30fc\u30bf<\/p>\n<p>\u7b2cII\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<br \/>\n\u7b2c6\u7ae0 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5165\u9580<br \/>\n\u7b2c7\u7ae0 \u500b\u4f53\u306e\u96f2\u306e\u63a2\u7d22<br \/>\n\u7b2c8\u7ae0 \u5909\u91cf\u9593\u306e\u95a2\u4fc2<br \/>\n\u7b2c9\u7ae0 \u5909\u91cf\u9593\u306e\u76f8\u95a2<br \/>\n\u7b2c10\u7ae0 \u78ba\u7387\u30e2\u30c7\u30eb<\/p><\/blockquote>\n<p>\u9806\u756a\u306b\u8aad\u3093\u3067\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u7b2cI\u90e8\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4e0a\u3067\u5fc3\u5f97\u3066\u304a\u304f\u3079\u304d\u57fa\u672c\u7684\u306a\u4e8b\u67c4\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u500b\u4eba\u7684\u306b\u306f\u3001<strong>\u3053\u3053\u3067\u306e\u7528\u8a9e\u306e\u6271\u3044\u7b49\u304c\u3001\u6700\u3082\u4f4e\u30ec\u30a4\u30e4\u30fc\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u305f\u3061\u306b\u3068\u3063\u3066\u306e\u5171\u901a\u8a00\u8a9e\u7684\u306a\u3082\u306e<\/strong>\u306b\u306a\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u306a\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3082\u3061\u308d\u3093\u5927\u304d\u306a\u610f\u5473\u3067\u306e\u5171\u901a\u8a00\u8a9e\u306f\u7d71\u8a08\u3084\u6570\u5b66\u3067\u3042\u308b\u3053\u3068\u306b\u306f\u5909\u308f\u3089\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3002<\/p>\n<p>\u300c\u7b2c1\u7ae0 \u30c7\u30fc\u30bf\u300d\u306e\u69cb\u6210\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>1.1\u3000\u5909\u6570\u3068\u5909\u91cf\u3068\u30c7\u30fc\u30bf<br \/>\n1.2\u3000\u95a2\u4fc2\u5f62\u5f0f<br \/>\n1.3\u3000\u30c7\u30fc\u30bf\u306e\u4ee3\u8868\u5024<br \/>\n1.4\u3000\u504f\u5dee\u5024<\/p><\/blockquote>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u4eca\u56de\u306e\u8a18\u4e8b\u306f1.1\u30681.2\u306e\u5185\u5bb9\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u79c1\u306e\u89e3\u91c8\u3082\u5e7e\u5206\u304b\u3075\u304f\u307e\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u6b63\u3057\u3044\u60c5\u5831\u306f\u539f\u8457\u3092\u8aad\u3080\u3088\u3046\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n<h2>1.1\u3000\u5909\u6570\u3068\u5909\u91cf\u3068\u30c7\u30fc\u30bf<\/h2>\n<h3>\u2192\u300c\u30c7\u30fc\u30bf\u300d\u3068\u306f\u306a\u3093\u305e\u3084<\/h3>\n<p>\u3053\u3053\u3067\u306f\u300c\u30c7\u30fc\u30bf\u300d\u3068\u3044\u3046\u7528\u8a9e\u3092\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u306b\u3001\u5909\u91cf\u3084\u5909\u6570\u3068\u3044\u3063\u305f\u7528\u8a9e\u3092\u660e\u78ba\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u5909\u91cf(variate)\uff1a<\/strong><br \/>\n\u300c\u5206\u6790\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u69cb\u6210\u3092\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u3042\u308b\u5bfe\u8c61\u306b\u3064\u3044\u3066\u8a18\u9332\u3055\u308c\u305f\u4e00\u3064\u4e00\u3064\u306e\u8981\u7d20\u300d<\/p>\n<p>\u4f8b\uff09<br \/>\n\u3042\u308b\u5bfe\u8c61\uff1a\u8eca\u691c\u8a3c<br \/>\n\u5909\u91cf\uff1a\u767b\u9332\u756a\u53f7\u3001\u767b\u9332\u5e74\u6708\u65e5\u3001\u7a2e\u5225\u3001\u81ea\u5bb6\u7528\u30fb\u4e8b\u696d\u7528\u306e\u5225\u306a\u3069<\/p>\n<p>\u3053\u3053\u3067\u3001\u5909\u91cf\u306e\u8003\u3048\u3092\u4f7f\u3063\u3066\u3001\u30c7\u30fc\u30bf\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf(data)\uff1a<\/strong><br \/>\n\u300c\u5206\u6790\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5909\u91cf\u306e\u5024\u306e\u4e26\u3073\u3001\u3042\u308b\u3044\u306f\u3001\u8907\u6570\u306e\u5909\u91cf\u306e\u5024\u306e\u7d44\u300d<\/p>\n<p>\u4e00\u65b9\u3067\u3001<strong>\u5909\u6570<\/strong>\u306f\u5909\u91cf\u3068\u5bfe\u6bd4\u3055\u305b\u308b\u3068\u308f\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><b>\u5909\u6570(variable)<\/b>\uff1a<br \/>\n\u300c\u5206\u6790\u306e\u5bfe\u8c61\u304c\u4f55\u3089\u304b\u306e(\u6570\u5f0f\u7b49\u306b\u3088\u308a)\u30e2\u30c7\u30eb\u3067\u8868\u3055\u308c\u305f\u6642\u306b\u3001\u305d\u306e\u30e2\u30c7\u30eb\u3092\u69cb\u6210\u3059\u308b\u5909\u5316\u3055\u305b\u308b\u3053\u3068\u306e\u3067\u304d\u308b\u8981\u7d20\u3002\u300d<\/p>\n<p>\u5909\u91cf\u306f\u5177\u4f53\u7684\u306a\u5bfe\u8c61\u306b\u3064\u3044\u3066\u8868\u3057\u3066\u304a\u308a\u3001\u8a18\u9332\u306e\u305f\u3073\u306b\u305d\u306e\u5024\u306f\u5909\u5316\u3057\u307e\u3059\u3002<br \/>\n\u305d\u308c\u306b\u5bfe\u3057\u3001\u5909\u6570\u306f\u5024\u3092\u5909\u5316\u3055\u305b\u3066\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u304c\u751f\u307e\u308c\u308b\u304b\u3092\u8abf\u3079\u308b\u305f\u3081\u306e\u9053\u5177\u3067\u3059\u3002<\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u5909\u6570\u3068\u5909\u91cf\u3068\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2>1.2\u3000\u95a2\u4fc2\u5f62\u5f0f<\/h2>\n<p>\u3053\u3053\u3067\u306f\u4e0a\u8a18\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u96c6\u307e\u3063\u305f\u3082\u306e\uff08<strong>\u95a2\u4fc2\u5f62\u5f0f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/strong>\uff09\u3092\u6570\u5b66\u7684\u306b\u6271\u3046\u65b9\u6cd5\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u30c6\u30fc\u30d6\u30eb\u3068\u30ec\u30b3\u30fc\u30c9<\/h4>\n<p>\u3053\u3053\u3067\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8868\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\uff08\u30b3\u30c3\u30d7\u306e\u30c7\u30fc\u30bf\uff09\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td>\u30b3\u30c3\u30d71<\/td>\n<td>\u30b3\u30c3\u30d72<\/td>\n<td>\u30b3\u30c3\u30d73<\/td>\n<td>\u30b3\u30c3\u30d74<\/td>\n<td>\u30b3\u30c3\u30d75<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u3055h\uff08cm\uff09<\/td>\n<td>15<\/td>\n<td>13<\/td>\n<td>14<\/td>\n<td>10<\/td>\n<td>7<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u3055w\uff08g\uff09<\/td>\n<td>300<\/td>\n<td>500<\/td>\n<td>200<\/td>\n<td>400<\/td>\n<td>600<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u3053\u3067\u3001\u4e0a\u8a18\u306e\u3088\u3046\u306a\u8868\u3092<strong>\u30c6\u30fc\u30d6\u30eb\uff08table\uff09<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3053\u306e\u30c6\u30fc\u30d6\u30eb\u3068\u3001\u4ee5\u4e0b\u306e\u96c6\u5408<\/p>\n<p>R = {(h1, w1), (h2, w2), (h3, w3), (h4, w4), (h5, w5)}<\/p>\n<p>\u3068\u540c\u4e00\u8996\u3057\u307e\u3059\u3002\u96c6\u5408R\u306e\u5404\u8981\u7d20 (h1, w1) \u306a\u3069\u306f<strong>\u8a18\u9332\uff08record\uff09<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<h4>\u30c6\u30fc\u30d6\u30eb\u3068RDBMS<\/h4>\n<p>\u3053\u308c\u3089\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306bRDBMS\uff08MySQL\u3084PostgreSQL\u306a\u3069\uff09\u304c\u7528\u3044\u3089\u308c\u308b\u3002<br \/>\nRDMS\u3067\u306f\u5909\u91cf\u306e\u3053\u3068\u3092<strong>\u5c5e\u6027\uff08attribute\uff09<\/strong>\u3001\u5c5e\u6027\u306e\u5024\u306e\u4e26\u3073\u3092<strong>\u30ab\u30e9\u30e0\uff08column\uff09<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<h4>\u95a2\u4fc2\u3092\u6570\u5b66\u7684\u306b\u8868\u8a18<\/h4>\n<p>\u96c6\u5408A\u3068B\u306e\u9593\u306e\u4e8c\u9805\u95a2\u4fc2\u306f\u76f4\u7a4d\u96c6\u5408A\u00d7B={(a, b) | a \u2208 A, b \u2208<strong>\u00a0<\/strong>B}\u306e\u90e8\u5206\u96c6\u5408R\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002<br \/>\n(a, b) \u2208 R \u306e\u3068\u304d\u3001a \u2208 A \u3068 b \u2208 B \u306f<strong>R-\u95a2\u4fc2<\/strong>\u3092\u6301\u3064\u3068\u3044\u3044\u3001<strong>a~b<\/strong>\u3068\u8868\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u8907\u6570\u306e\u96c6\u5408\u306b\u4e00\u822c\u5316\u3057\u3066\u8003\u3048\u307e\u3059\u3002<br \/>\n\u96c6\u5408D1, D2, \u30fb\u30fb\u30fb, Dn \u306e\u8981\u7d20\u9593\u306en\u9805\u95a2\u4fc2\u306f\u3001\u76f4\u7a4d\u96c6\u5408D1\u00d7D2\u00d7\u30fb\u30fb\u30fb\u00d7Dn\u306e\u90e8\u5206\u96c6\u5408R\u3067\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306a\u96c6\u5408R\u3092\u3001<strong>\u95a2\u4fc2\u30b0\u30e9\u30d5\uff08relation graph\uff09<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u3001\u30c6\u30fc\u30d6\u30eb\u3067\u793a\u3055\u308c\u308b\u95a2\u4fc2\u306f\u3001\u672c\u6765\u306e\u95a2\u4fc2\u5168\u3066\u3067\u306f\u306a\u304f\u3001\u8a18\u9332\u3055\u308c\u305f\u7bc4\u56f2\u306b\u9650\u3063\u305f\u8a71\u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u95a2\u4fc2\u5f62\u5f0f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3001\u96c6\u5408D1, D2, \u30fb\u30fb\u30fb, 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