{"id":1341,"date":"2014-03-28T15:55:51","date_gmt":"2014-03-28T06:55:51","guid":{"rendered":"https:\/\/bdm.dga.co.jp\/?p=1341"},"modified":"2014-03-28T15:58:26","modified_gmt":"2014-03-28T06:58:26","slug":"%e7%ac%ac2%e5%9b%9e%ef%bc%9a%e3%82%a2%e3%82%bd%e3%82%b7%e3%82%a8%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3%e5%88%86%e6%9e%90%e3%80%8c%e4%bd%bf%e3%81%a3%e3%81%a6%e3%81%bf%e3%81%9f%e3%81%8f%e3%81%aa%e3%82%8b","status":"publish","type":"post","link":"https:\/\/bdm.dga.co.jp\/?p=1341","title":{"rendered":"\u7b2c2\u56de\uff1a\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790~\u300c\u4f7f\u3063\u3066\u307f\u305f\u304f\u306a\u308b\u7d71\u8a08\u300d\u30b7\u30ea\u30fc\u30ba ~"},"content":{"rendered":"<p align=\"left\"><span style=\"line-height: 1.6em;\">\u3053\u3093\u306b\u3061\u306f\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30de\u30ac\u30b8\u30f3\u306e\u5ee3\u91ce\u3067\u3059\u3002<br \/>\n<\/span>\u300c\u4f7f\u3063\u3066\u307f\u305f\u304f\u306a\u308b\u7d71\u8a08\u300d\u30b7\u30ea\u30fc\u30ba\u3001\u7b2c2\u56de\u76ee\u306f\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u3067\u3059\u3002<\/p><p>\u524d\u56de\u3082\u540d\u524d\u3060\u3051\u306f\u767b\u5834\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u5ff5\u306e\u305f\u3081\u524d\u56de\u306e\u8a71\u3092\u304a\u3055\u3089\u3044\u3059\u308b\u3068\u3001\u76f8\u95a2\uff08\u82f1\u8a9e\u3067\u306fcorrelation\uff09\u3067\u306f\u306a\u304f\u3001\u300c\u5546\u54c1A\u3092\u8cb7\u3063\u3066\u3044\u308b\u4eba\u306e65%\u304c\u5546\u54c1B\u3082\u8cb7\u3063\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u95a2\u9023\uff08\u82f1\u8a9e\u3067\u306fassociation\uff09\u3092\u5206\u6790\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002<!--more--><\/p><p>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3067\u3001\u4ed6\u306b\u3082\u300c\u30de\u30fc\u30b1\u30c3\u30c8\u30fb\u30d0\u30b9\u30b1\u30c3\u30c8\u5206\u6790\u300d\u3068\u547c\u3070\u308c\u305f\u308a\u3082\u3057\u307e\u3059\u304c\u3001\u3053\u3053\u3067\u8a00\u3046\u300c\u30d0\u30b9\u30b1\u30c3\u30c8\u300d\u3068\u306f\u8cb7\u3044\u7269\u30ab\u30b4\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002Amazon.com\u306e\u3088\u3046\u306aEC\u30b5\u30a4\u30c8\u3067\u201c\u8cb7\u3044\u7269\u304b\u3054\uff08\u30d0\u30b9\u30b1\u30c3\u30c8\uff09\u306b\u5165\u308c\u305f\u201d\u3068\u304d\u306e\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304b\u3089\u3001\u3053\u306e\u3088\u3046\u306a\u540d\u524d\u3067\u547c\u3070\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p><p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5229\u6d3b\u7528\u3067\u300c\u30c7\u30fc\u30bf\u9593\u306e\u76f8\u95a2\u95a2\u4fc2\u3092\u767a\u898b\u3059\u308b\u300d\u3068\u8a00\u3046\u3068\u304d\u3001\u3053\u306e\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u3092\u6307\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3088\u3046\u3067\u3059\u3002\u826f\u304f\u77e5\u3089\u308c\u305f\u5206\u6790\u624b\u6cd5\u3067\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u76f8\u95a2\u4fc2\u6570\u306e\u3088\u3046\u306b\u30a8\u30af\u30bb\u30eb\u3067\u7c21\u5358\u306b\u8a08\u7b97\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u5b9f\u969b\u306b\u3069\u3093\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u51fa\u3066\u304f\u308b\u306e\u304b\u77e5\u3089\u306a\u3044\u4eba\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p><p>\u3069\u3093\u306a\u3053\u3068\u3092\u3084\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u3053\u306e\u6a5f\u4f1a\u306b\u77e5\u3063\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/p><p>&nbsp;<\/p><p><span style=\"color: #0000ff;\"><strong>\u25a0\u305d\u3082\u305d\u3082\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u3068\u306f\uff1f<\/strong><\/span><\/p><p>\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u306f\u8fd1\u5e74\u306b\u306a\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u5206\u6790\u624b\u6cd5\u3067\u30011994\u5e74\u306bR. Agrawal\u6c0f\u3089\u304c\u767a\u8868\u3057\u305f\u8ad6\u6587\u300cFast algorithms for mining association rules\u300d\uff08IBM Almaden Research Center\uff09\u304c\u59cb\u307e\u308a\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\uff08\u3082\u3061\u308d\u3093\u3001\u8af8\u8aac\u3042\u308a\u307e\u3059\uff09\u3002<\/p><p>\u3053\u306e\u8ad6\u6587\u3067\u7d39\u4ecb\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30aa\u30ea\uff08Apriori\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u73fe\u5728\u3067\u3082\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u306e\u539f\u578b\u3068\u3057\u3066\u5e45\u5e83\u304f\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u3001\u672c\u8a18\u4e8b\u3067\u7279\u306b\u3053\u3068\u308f\u308a\u306a\u304f\u300c\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u4f7f\u3063\u305f\u3089\u3001\u305d\u308c\u306f\u30a2\u30d7\u30ea\u30aa\u30ea\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3063\u3066\u3044\u308b\u3068\u3054\u7406\u89e3\u304f\u3060\u3055\u3044\u3002<\/p><p>\u30a2\u30bd\u30b7\u30a8\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u306f\u3001\u3082\u3068\u3082\u3068\u306f\u5e97\u8217\u306ePOS\uff08point of sales\uff09\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306e\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u305f\u624b\u6cd5\u3067\u3001\u81a8\u5927\u306a\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u610f\u5473\u306e\u3042\u308b\u95a2\u9023\u6027\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002POS\u30c7\u30fc\u30bf\u306f\u901a\u5e38\u300c\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5f62\u5f0f\u300d\u3068\u547c\u3070\u308c\u308b\u30c7\u30fc\u30bf\u3067\u3059\u304c\u3001\u5b9a\u91cf\u7684\u306a\u30c7\u30fc\u30bf\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u3053\u306e\u307e\u307e\u3067\u306f\u524d\u56de\u3054\u7d39\u4ecb\u3057\u305f\u3010\u76f8\u95a2\u4fc2\u6570\u3011\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u3001\u5225\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5206\u6790\u65b9\u6cd5\u304c\u751f\u307f\u51fa\u3055\u308c\u305f\u308f\u3051\u3067\u3059\u3002<\/p><p>\u300c\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5f62\u5f0f\u300d\u306b\u3064\u3044\u3066\u306f\u30a4\u30e1\u30fc\u30b8\u304c\u6e67\u304b\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u672c\u984c\u306b\u5165\u308b\u524d\u306b\u5c11\u3057\u89e6\u308c\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<br \/>\n\u6b21\u306e\u8868\u306f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u306e\u4e00\u4f8b\u3067\u3059\u3002<\/p>\n<div id=\"attachment_1342\" style=\"width: 491px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-1342\" class=\" wp-image-1342 \" alt=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u7d71\u8a08\" src=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2014\/03\/img001.jpg\" width=\"481\" height=\"214\" srcset=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2014\/03\/img001.jpg 1001w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2014\/03\/img001-300x133.jpg 300w\" sizes=\"(max-width: 481px) 100vw, 481px\" \/><\/p>\n<p id=\"caption-attachment-1342\" class=\"wp-caption-text\">\u8868\uff11\u3000\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u306e\u4f8b<\/p>\n<\/div>\n<p style=\"text-align: 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loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1347\" alt=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u7d71\u8a08\" src=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2014\/03\/img005.jpg\" width=\"455\" height=\"66\" srcset=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2014\/03\/img005.jpg 455w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2014\/03\/img005-300x43.jpg 300w\" sizes=\"(max-width: 455px) 100vw, 455px\" \/><\/p><p>A\uff0cB\u3068\u3044\u3046\uff12\u3064\u306e\u9805\u76ee\u306e\u95a2\u9023\u6027\u306f\u78ba\u4fe1\u5ea6\u3067\u628a\u63e1\u3067\u304d\u307e\u3059\u304c\u3001\u89e3\u91c8\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p><p>\u305f\u3068\u3048\u3070\u3001\u305d\u3082\u305d\u3082\u5546\u54c1B\u304c\u8cfc\u5165\u3055\u308c\u308b\u5272\u5408\u304c\u5168\u4f53\u306e90%\u7a0b\u5ea6\u3060\u3063\u305f\u5834\u5408\uff08\u307b\u3068\u3093\u3069\u306e\u9867\u5ba2\u304c\u5546\u54c1B\u3092\u8cfc\u5165\u3057\u3066\u3044\u308b\uff09\u3001\u5fc5\u7136\u7684\u306b\u4ed6\u306e\u307b\u3068\u3093\u3069\u306e\u5546\u54c1\u3068\u95a2\u9023\u6027\u304c\u3042\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u4f75\u58f2\u3092\u4fc3\u3059\u305f\u3081\u306e\u6709\u76ca\u306a\u60c5\u5831\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002<\/p><p>\u4e00\u65b9\u3001\u5546\u54c1B\u304c\u8cfc\u5165\u3055\u308c\u308b\u5272\u5408\u304c\u5168\u4f53\u306e20%\u7a0b\u5ea6\u3060\u3063\u305f\u5834\u5408\u3001\u305f\u3068\u3048\u78ba\u4fe1\u5ea6\u304c\u5927\u304d\u304f\u306a\u304b\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u305d\u308c\u306f\u5546\u54c1A\u306e\u8ca9\u4fc3\u306b\u6d3b\u304b\u305b\u308b\u6709\u76ca\u306a\u60c5\u5831\u3068\u306a\u308a\u5f97\u307e\u3059\uff08\u610f\u5916\u306a\u7d44\u307f\u5408\u308f\u305b\u3068\u3057\u3066\uff09\u3002<\/p><p>\u3053\u306e\u3088\u3046\u306b\u3001\u5358\u7d14\u306b\u78ba\u4fe1\u5ea6\u3060\u3051\u3092\u898b\u3066\u95a2\u9023\u6027\u306e\u6709\u7121\u3092\u89e3\u91c8\u3059\u308b\u306e\u306f\u5371\u967a\u3067\u3042\u308a\u3001\u6b21\u306e\u30ea\u30d5\u30c8\u5024\u304c\u91cd\u8981\u306a\u6307\u6a19\u306b\u306a\u308a\u307e\u3059\u3002<\/p><p><strong>\u2462\u30ea\u30d5\u30c8\u5024(lift)<\/strong><\/p><p>\u30ea\u30d5\u30c8\u5024\u3068\u306f\u3001\u5546\u54c1A\uff08\u524d\u63d0\u90e8\uff09\u3068\u4e00\u7dd2\u306b\u5546\u54c1B\uff08\u7d50\u8ad6\u90e8\uff09\u3082\u8cfc\u5165\u3057\u305f\u4eba\u306e\u5272\u5408\u306f\u3001\u5168\u3066\u306e\u30c7\u30fc\u30bf\u306e\u4e2d\u3067\u5546\u54c1B\u3092\u8cfc\u5165\u3057\u305f\u4eba\u306e\u5272\u5408\u3088\u308a\u3069\u308c\u3060\u3051\u591a\u3044\u304b\u3092\u500d\u7387\u3067\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p><p>\u8a08\u7b97\u65b9\u6cd5\u306f\u3001\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1348\" alt=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u7d71\u8a08\" src=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2014\/03\/img006.jpg\" width=\"298\" height=\"73\" 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href=\"http:\/\/sssslide.com\/www.slideshare.net\/hamadakoichi\/r-r-4219052\" target=\"_blank\">http:\/\/sssslide.com\/www.slideshare.net\/hamadakoichi\/r-r-4219052<\/a>\uff09<\/p><p>&nbsp;<\/p><p><span style=\"color: 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