{"id":78,"date":"2008-10-07T00:03:11","date_gmt":"2008-10-06T15:03:11","guid":{"rendered":"http:\/\/blog.taste-technology.com\/?p=78"},"modified":"2017-04-18T11:17:31","modified_gmt":"2017-04-18T02:17:31","slug":"%e3%83%97%e3%83%aa%e3%83%95%e3%82%a1%e3%83%ac%e3%83%b3%e3%82%b9%e3%83%bb%e3%83%9e%e3%83%83%e3%83%94%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/blog.taste-technology.com\/?p=78","title":{"rendered":"\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30fb\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u306f"},"content":{"rendered":"<p>\u25c6\u25c7\u25c6\u25c7\u25c6\u25c7\u25c6\u5b98\u80fd\u8a55\u4fa1\uff34\uff34\u901a\u4fe1No.35\u25c6\u25c7\u25c6\u25c7\u25c6\u25c7\u25c6<\/p>\n<p>\u3055\u3066\u3001\u4eca\u56de\u306e\u30c6\u30fc\u30de\u306f\u300c\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u300d\u3067\u3059\u3002<\/p>\n<p>\u5b98\u80fd\u8a55\u4fa1\u306b\u304a\u3044\u3066\u3082\u30c7\u30fc\u30bf\u3068\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u3059\u308b\u3053\u3068\u306f\u7d50\u69cb\u3042\u308a\u307e\u3059\u3002<br \/>\n\u524d\u56de\u306e\u8a55\u4fa1\u4e8b\u4f8b-\u5f8c\u7de8\u3067\u3054\u7d39\u4ecb\u3057\u305f\u300c\u4ed6\u793e\u30c7\u30fc\u30bf\u3068\u81ea\u793e\u30c7\u30fc\u30bf\u306e\u7d50\u5408\u300d\u30821\u3064\u306e\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u5b98\u80fd\u30c7\u30fc\u30bf\u3068\u55dc\u597d\u30c7\u30fc\u30bf\u3068\u306e\u7d50\u5408\u3001\u3044\u308f\u3086\u308b\u300c\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u300d\u306e\u304a\u8a71\u3067\u3059\u3002<\/p>\n<p>\u5f0a\u793e\u3067\u6271\u3046\u300c\u30c7\u30fc\u30bf\u7d50\u5408\u300d\u6848\u4ef6\u3067\u6700\u3082\u591a\u3044\u306e\u304c\u5b98\u80fd\u30c7\u30fc\u30bf\u3068\u55dc\u597d\u30c7\u30fc\u30bf\uff08\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\uff09\u306e\u7d50\u5408\u3067\u3001\u6b21\u304c\u5b98\u80fd\u30c7\u30fc\u30bf\u3068\u6a5f\u5668\u30c7\u30fc\u30bf\u306b\u306a\u308a\u307e\u3059\u3002\u3084\u306f\u308a\u5404\u4f01\u696d\u304c\u5e02\u5834\u306e\u58f0\u306b\u8033\u3092\u50be\u3051\u3066\u3044\u308b\u3068\u3044\u3046\u59ff\u52e2\u306e\u3042\u3089\u308f\u308c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3055\u3066\u3001\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u3067\u3059\u3002<\/p>\n<p>\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u3044\u3048\u3070Greenhoff &amp; Macfie\u306e\u300cPreference mapping\u300d\u306b\u8d77\u6e90\u3092\u3082\u3061\u307e\u3059\u304c\u3001\u73fe\u5728\u3067\u306f\u69d8\u3005\u306a\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u8868\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><em>Greenhoff K. &amp; Macfie H. J. H. (1994). Preference mapping in practice. In Measurement of food preferences, ed. H. J. H. MacFie and D. M. H. Thomson.Blackie academic &amp; professional. London.<\/em><\/p>\n<p>\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u306f\u5927\u304d\u304f\u5206\u3051\u30662\u3064\u306e\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\uff08\uff11\uff09\u5185\u7684\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\uff08Internal Preference Mapping ; IPM\uff09<\/strong><br \/>\n<strong>\uff08\uff12\uff09\u5916\u7684\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\uff08External Preference Mapping ; EPM\uff09<\/strong><\/p>\n<p><strong>IPM\u306f\u3001\u55dc\u597d\u30c7\u30fc\u30bf\u306e\u4e3b\u6210\u5206\u5206\u6790\u3067\u3059<\/strong>\u3002\u30c7\u30fc\u30bf\u306e\u5f62\u3068\u3057\u3066\u306f\u3001\u6d88\u8cbb\u8005\u3068\u30d7\u30ed\u30c0\u30af\u30c8\u306e2\u5143\u8868\u306b\u6d88\u8cbb\u8005\u304c\u56de\u7b54\u3057\u305f\u55dc\u597d\u8a55\u4fa1\u306e\u5024\u3092\u5165\u308c\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u6d88\u8cbb\u8005\u3092\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u8868\u73fe\u65b9\u6cd5\u306f\u3001\u4e3b\u6210\u5206\u5206\u6790\u306e\u7d50\u679c\u3092\u30d0\u30a4\u30d7\u30ed\u30c3\u30c8\u3057\u307e\u3059\u3002<\/p>\n<p>\u203b\u30d0\u30a4\u30d7\u30ed\u30c3\u30c8\uff1a\u4e3b\u6210\u5206\u5f97\u70b9\u3068\u30d9\u30af\u30c8\u30eb\u3092\u540c\u4e00\u30b0\u30e9\u30d5\u306b\u8868\u793a\u3002<em>Gabriel\u30d0\u30a4\u30d7\u30ed\u30c3\u30c8<\/em>\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<p><strong>EPM\u306f\u3001\u5b98\u80fd\u30c7\u30fc\u30bf\u3068\u5225\u306b\u3068\u3089\u308c\u305f\uff08\u5916\u90e8\u306e\uff09\u55dc\u597d\u30c7\u30fc\u30bf\u3092\u500b\u5225\u306b\u5206\u6790\u3057\u3001\u7d50\u5408\u3059\u308b\u65b9\u6cd5\u3067\u3059<\/strong>\u3002\u4f7f\u7528\u3059\u308b\u5206\u6790\u624b\u6cd5\u306b\u306f\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306b\u4e3b \u6210\u5206\u5206\u6790\u3084\u4e00\u822c\u5316\u30d7\u30ed\u30af\u30e9\u30b9\u30c6\u30b9\u5206\u6790\uff08Generalized Procrustes Analysis : GPA\uff09\u306a\u3069\u3092\u7528\u3044\u307e\u3059\u3002\u55dc\u597d\u30c7\u30fc\u30bf\u306e\u5206\u985e\u306b\u81ea\u5df1\u7d44\u7e54\u30de\u30c3\u30d7\u3084k-means\u3001\u968e\u5c64\u578b\u306a\u3069\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8868\u73fe\u65b9\u6cd5\u306f\u3001\u3084\u306f\u308a\u3053 \u3061\u3089\u3082\u57fa\u672c\u306f\u30d0\u30a4\u30d7\u30ed\u30c3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e00\u822c\u7684\u306b\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u306f\uff25\uff30\uff2d\u3092\u610f\u5473\u3057\u307e\u3059\u306e\u3067\u3001\u672c\u7a3f\u3067\u3082\uff25\uff30\uff2d\u306b\u3064\u3044\u3066\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u7686\u3055\u3093\u304cEPM\u3092\u691c\u8a0e\u3059\u308b\u306e\u306f\u3001\u304a\u305d\u3089\u304f\u6b21\u306e\uff13\u3064\u304c\u4e3b\u8981\u306a\u76ee\u7684\u306e\u5834\u5408\u3067\u3057\u3087\u3046\u3002<br \/>\n<strong><br \/>\n\uff08\uff11\uff09\u5b98\u80fd\u5c5e\u6027\u3068\u55dc\u597d\u5ea6\u3092\u95a2\u9023\u4ed8\u3051\u308b<br \/>\n\uff08\uff12\uff09\u6d88\u8cbb\u8005\u30b0\u30eb\u30fc\u30d7\u5225\u306b\u55dc\u597d\u306e\u9055\u3044\u3092\u8868\u73fe\u3059\u308b\u3053\u3068<br \/>\n\uff08\uff13\uff09\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b<\/strong><\/p>\n<p>\u500b\u5225\u306b\u307f\u3066\u307f\u308b\u3068\u5927\u3057\u305f\u4e8b\u306f\u3057\u3066\u304a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\uff08\uff11\uff09\u306e\u5b98\u80fd\u5c5e\u6027\u3068\u55dc\u597d\u5ea6\u3092\u95a2\u9023\u4ed8\u3051\u308b\u3060\u3051\u306a\u3089\u3001\u56de\u5e30\u5206\u6790\u3084\u305d\u306e\u4ed6\u306e\u624b\u6cd5\u3067\u3082\u53ef\u80fd\u3067\u3059\u3002<br \/>\n\uff08\uff12\uff09\u306e\u6d88\u8cbb\u8005\u30b0\u30eb\u30fc\u30d7\u5225\u306b\u55dc\u597d\u306e\u9055\u3044\u3092\u8868\u73fe\u3059\u308b\u3060\u3051\u306a\u3089\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u3067\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3057\u3001\u55dc\u597d\u9806\u5e8f\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u306a\u305c\uff25\uff30\uff2d\u306a\u306e\u304b\u3002<\/p>\n<p>\u305d\u308c\u306f<strong>\uff25\uff30\uff2d\u304c\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b\u306e\u304c\u5f97\u610f\u3060\u304b\u3089<\/strong>\u3067\u3059\u3002<\/p>\n<p>\uff25\uff30\uff2d\u306e\u57fa\u672c\u7684\u306a\u5206\u6790\u30d5\u30ed\u30fc\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046<\/p>\n<p><strong><br \/>\n\u30b9\u30c6\u30c3\u30d7\uff11\u3000\u5b98\u80fd\u30c7\u30fc\u30bf\u304b\u3089\u5546\u54c1\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\uff08\u4e3b\u6210\u5206\u5206\u6790\uff09<br \/>\n\u30b9\u30c6\u30c3\u30d7\uff12\u3000\u55dc\u597d\u30c7\u30fc\u30bf\u304b\u3089\u6d88\u8cbb\u8005\u3092\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3059\u308b\uff08\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\uff09<br \/>\n\u30b9\u30c6\u30c3\u30d7\uff13\u3000\u30b9\u30c6\u30c3\u30d7\uff11\u306e\u300c\u4e3b\u6210\u5206\u5f97\u70b9\u300d\u3068\u30b9\u30c6\u30c3\u30d7\uff12\u306e\u300c\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3055\u308c\u305f\u6d88\u8cbb\u8005\u306e\u55dc\u597d\u30c7\u30fc\u30bf\u300d\u3092\u7d50\u5408<br \/>\n\u30b9\u30c6\u30c3\u30d7\uff14\u3000\u55dc\u597d\u30c7\u30fc\u30bf\u3092\u76ee\u7684\u5909\u6570\u3068\u3057\u305f\u56de\u5e30\u5206\u6790\u306a\u3069\uff08PLS\u56de\u5e30\u5206\u6790\u3001ANN\uff09<br \/>\n\u30b9\u30c6\u30c3\u30d7\uff15\u3000\u30d0\u30a4\u30d7\u30ed\u30c3\u30c8\u306b\u8868\u793a\u3059\u308b<\/strong><\/p>\n<p>\u898b\u305f\u3068\u3053\u308d\u7c21\u5358\u305d\u3046\u3067\u3059\u304c\u3001\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u65e5\u672c\u306e\u4f01\u696d\u3067\u306f\u3042\u307e\u308a\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u624b\u6cd5\u306e1\u3064\u3067\u3059\u3002<\/p>\n<p>\u304a\u305d\u3089\u304f\u30b9\u30c6\u30c3\u30d7\uff14\u306e\u5206\u6790\u304c\u9762\u5012\u306a\u305f\u3081\u3067\u306f\u306a\u3044\u304b\u3068\u8003\u3048\u3066\u307e\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u3042\u308c\u3070\u7c21\u5358\u306a\u306e\u3067\u3057\u3087\u3046\u304c\u3001\u5148\u65e5\u8a66\u7528\u7248\u3067\u8a66\u3057\u305f\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3 \u30d4\u30f3\u30b0\u304c\u5206\u6790\u30e1\u30cb\u30e5\u30fc\u306b\u5165\u3063\u3066\u3044\u308b\u7d71\u8a08\u89e3\u6790\u30bd\u30d5\u30c8\u3067\u3082\u624b\u9593\u53d6\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002(\uff32\u306e\u5b98\u80fd\u8a55\u4fa1\u30d1\u30c3\u30b1\u30fc\u30b8\u300cSensoMineR\u300d\u306b\u3042\u308bcarto\u95a2\u6570\u3067 \u3055\u304f\u3063\u3068\u5206\u6790\u3067\u304d\u307e\u3059\u304c\u3001\uff32\u306b\u6163\u308c\u3066\u3044\u306a\u3044\u3068\u624b\u9593\u53d6\u308a\u307e\u3059)<\/p>\n<p><a href=\"http:\/\/www.taste-technology.com\/faq\/faq_sensominer.htm\" target=\"_blank\">\u3010FAQ\u3011\u300cSensoMineR\u300d\u3068\u306f<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>\u73fe\u6642\u70b9\u3067\u79c1\u306e\u610f\u898b\u306f\u300c\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\uff08\uff25\uff30\uff2d\uff09\u3092\u3084\u308a\u305f\u3051\u308c\u3070\u6a5f\u80fd\u4ed8\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u3046\u306e\u304c\u65e9\u3044\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u6642\u9593\u3068\u77e5\u8b58\u304c\u3042\u308c\u3070\u3001\u30a8\u30af\u30bb\u30eb\u3084R\u3001\u305d\u306e\u4ed6\u306e\u7d71\u8a08\u30bd\u30d5\u30c8\u3067\u3082\u5206\u6790\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u8a66\u884c\u932f\u8aa4\u306e\u6642\u9593\u3068\u5f97\u3089\u308c\u308b\u60c5\u5831\u91cf\u3092\u8003\u3048\u308c\u3070\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u3053\u3060\u308f\u308b\u5fc5\u8981\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u306f\u4e3b\u6210\u5206\u5206\u6790\u3068\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u304c\u3067\u304d\u308b\u7d71\u8a08\u30bd\u30d5\u30c8\u3068\u30a8\u30af\u30bb\u30eb\u304c\u3042\u308c\u3070\u8ab0\u3067\u3082\u3067\u304d\u308b\u300c<strong>\u9078\u597d\u7b49\u9ad8\u7dda\u56f3<\/strong>\uff08Preference Contour Mapping\uff09\u300d\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\u3002\u30b9\u30c6\u30c3\u30d7\uff14\u3092\u884c\u308f\u305a\u306b\uff13\u3064\u306e\u76ee\u7684\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u30d5\u30ea\u30fc\u30a6\u30a7\u30a2\u7d71\u8a08\u30bd\u30d5\u30c8\uff32\u306e\u5b98\u80fd\u8a55\u4fa1\u30d1\u30c3\u30b1\u30fc\u30b8\u300c<a href=\"http:\/\/sensominer.free.fr\/\">SensoMineR<\/a>\u300d \u306b\u542b\u307e\u308c\u308b\u30c1\u30e7\u30b3\u30ec\u30fc\u30c86\u7a2e\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\uff08sensochoc\uff1a\u5b98\u80fd\u30c7\u30fc\u30bf\u3001hedochoc\uff1a\u55dc\u597d\u30c7\u30fc\u30bf \uff09\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u5206\u6790\u306b\u4f7f\u7528\u3057\u305f\u30bd\u30d5\u30c8\u306f\uff2a\uff2d\uff30\u3067\u3059\u3002\u4e3b\u6210\u5206\u5206\u6790\u3068\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u304c\u3067\u304d\u308c\u3070\u30bd\u30d5\u30c8\u306f\u4f55\u3067\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u3002\u4eca\u56de\u306f\uff2a\uff2d\uff30\u3067\u30b0\u30e9\u30d5\u4f5c\u6210\u307e\u3067 \u3084\u308a\u307e\u3057\u305f\u304c\u3001\u4f7f\u7528\u30bd\u30d5\u30c8\u306e\u30b0\u30e9\u30d5\u4f5c\u6210\u6a5f\u80fd\u304c\u308f\u304b\u308a\u96e3\u3044\u306a\u3089\u3001\u4f5c\u56f3\u306f\u30a8\u30af\u30bb\u30eb\u3067\u3082\u5927\u4e08\u592b\u3067\u3059\u3002<\/p>\n<p>\u300c\u9078\u597d\u7b49\u9ad8\u7dda\u56f3\uff08Preference Contour Mapping\uff09\u300d\u306e\u5206\u6790\u30d5\u30ed\u30fc\u306f\uff14\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u304b\u3089\u306a\u308a\u307e\u3059<\/p>\n<p><strong><br \/>\n\u30b9\u30c6\u30c3\u30d7\uff11\u3000\u5b98\u80fd\u30c7\u30fc\u30bf\u304b\u3089\u5546\u54c1\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\uff08\u4e3b\u6210\u5206\u5206\u6790\uff09<br \/>\n\u30b9\u30c6\u30c3\u30d7\uff12\u3000\u55dc\u597d\u30c7\u30fc\u30bf\u304b\u3089\u6d88\u8cbb\u8005\u3092\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3059\u308b\uff08\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\uff09<br \/>\n\u30b9\u30c6\u30c3\u30d7\uff13\u3000\u30b9\u30c6\u30c3\u30d7\uff11\u306e\u300c\u4e3b\u6210\u5206\u5f97\u70b9\u300d\u3068\u30b9\u30c6\u30c3\u30d7\uff12\u306e\u300c\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3055\u308c\u305f\u6d88\u8cbb\u8005\u306e\u55dc\u597d\u30c7\u30fc\u30bf\u300d\u3092\u7d50\u5408<br \/>\n\u30b9\u30c6\u30c3\u30d7\uff14\u3000\u7b49\u9ad8\u7dda\u56f3\u306b\u8868\u793a\u3059\u308b\uff08\u4e3b\u6210\u5206\uff11\u3001\u4e3b\u6210\u5206\uff12\u3001\u55dc\u597d\u30c7\u30fc\u30bf\uff09<br \/>\n<\/strong><\/p>\n<p>\uff17\u3064\u306b\u5206\u985e\u3055\u308c\u305f\u6d88\u8cbb\u8005\u30af\u30e9\u30b9\u30bf\u30fc\u3054\u3068\u306e\u7d50\u679c\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u5546\u54c1\u540d\u306f\u6d88\u8cbb\u8005Cluster1\u306e\u307f\u306b\u8868\u793a\u3057\u3066\u3042\u308a\u307e\u3059\u304c\u3001\u4ed6\u3082\u540c\u69d8\u306e\u914d\u7f6e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8272\u306f\u55dc\u597d\u5ea6\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u5acc\u3044\uff08Disliking\uff09\u306a\u307b\u3069\u8d64\u304f\u306a\u308a\u307e\u3059\u3002\u5c1a\u3001\u672c\u7d50\u679c\u81ea\u4f53\u306b\u610f\u5473\u304c\u3042\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8aad\u307f\u65b9\u306e\u53c2\u8003\u3068\u3057\u3066\u3054\u89a7\u4e0b\u3055\u3044\u3002<\/p>\n<table border=\"0\">\n<tbody>\n<tr>\n<td><img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster1a.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30001\" \/><\/td>\n<td><img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster2.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30002\" \/><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster3.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30003\" \/><\/td>\n<td><img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster4.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30004\" \/><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster5.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30005\" \/><\/td>\n<td><img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster6.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30006\" \/><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster7.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30007\" \/><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u898b\u65b9\u3067\u3059\u304c\u3001\u307e\u305a\u6700\u521d\u306e\u30b0\u30e9\u30d5\uff08Cluster1\uff09\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br \/>\n<img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster1a.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30001\" \/><br \/>\n\u5404\u5546\u54c1\u304c2\u6b21\u5143\u4e0a\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8ef8\u306e\u610f\u5473\u3092\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u30b9\u30c6\u30c3\u30d7\uff11\u3067\u5f97\u3089\u308c\u305f\u4e3b\u6210\u5206\u5206\u6790\u306e\u7d50\u679c\u304b\u3089\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002<br \/>\n\u305d\u3057\u3066\u3001\u5546\u54c1\u3067\u56f2\u307e\u308c\u305f\u30a8\u30ea\u30a2\u306b\u306f\u5546\u54c1\u3054\u3068\u306e\u55dc\u597d\u5ea6\u306b\u3064\u3044\u3066\u7b49\u9ad8\u7dda\u304c\u5f15\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b0\u30e9\u30d5\u3067\u306f\u7b49\u9ad8\u7dda\u306e\u9593\u3092\u8272\u5206\u3051\u3057\u3066\u3042\u308a\u307e\u3059\u3002<br \/>\n\u8272\u5408\u3044\u304c\u540c\u3058\u3068\u3053\u308d\u3067\u306f\u3001\u540c\u7a0b\u5ea6\u306e\u55dc\u597d\u5ea6\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3069\u3046\u3084\u3089Cluster1\u306e\u6d88\u8cbb\u8005\u306f\u3001choc2,5\u3092\u5acc\u3044choc1\u304a\u3088\u30733\u306e\u65b9\u3078\u884c\u304f\u3068\u55dc\u597d\u304c\u9ad8\u307e\u308b\u50be\u5411\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<p>\u50be\u5411\u3092\u77e5\u308a\u305f\u3044\u5834\u5408\u3001\u7b49\u9ad8\u7dda\u306b\u57fa\u3065\u3044\u3066\u30d9\u30af\u30c8\u30eb\u7dda\u3092\u63cf\u304d\u3001\u539f\u70b9\u306b\u79fb\u52d5\u3057\u3066\u8868\u793a\u3059\u308b\u3068\u4fbf\u5229\u3067\u3059\uff08\u3053\u306e\u30d9\u30af\u30c8\u30eb\u306f\u3001\uff25\uff30\uff2d\u306e\u30d0\u30a4\u30d7\u30ed\u30c3\u30c8\u306b\u304a\u3051\u308b\u30d9\u30af\u30c8\u30eb\u3068\u540c\u69d8\u306e\u610f\u5473\u306b\u306a\u308a\u307e\u3059\uff09\u3002<\/p>\n<p>\u5168\u90e8\u306f\u8aac\u660e\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u7279\u5fb4\u306e\u3042\u308bCluster3\u3068Cluster6\u306b\u3064\u3044\u3066\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>Cluster3\u306fchoc1,4\u3092\u3068\u3066\u3082\u5acc\u3063\u3066\u3044\u307e\u3059\u3002\u7b49\u9ad8\u7dda\u304b\u3089\u8aad\u307f\u53d6\u308b\u3068\u3001\u3061\u3087\u3046\u3069X\u8ef8\uff08\u4e3b\u6210\u5206\uff11\uff09\u306b\u5e73\u884c\u306a\u30d9\u30af\u30c8\u30eb\u304c\u63cf\u3051\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3053\u3068\u304b\u3089<strong>Cluster3\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u3059\u308b\u306a\u3089\u4e3b\u6210\u5206\uff11\u306e\u5f97\u70b9\u304c\u9ad8\u3044\u98a8\u5473\u5c5e\u6027\u306e\u30c1\u30e7\u30b3\u30ec\u30fc\u30c8\u304c\u597d\u307e\u308c\u305d\u3046<\/strong>\u3067\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster3.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30003\" \/><\/p>\n<p>Cluster6\u306fchoc3\u3092\u5acc\u3044\u306a\u9802\u70b9\u3068\u3057\u3066\u3001\u304d\u308c\u3044\u306b\u7b49\u9ad8\u7dda\u304c\u5f15\u304b\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u7b49\u9ad8\u7dda\u304b\u3089\u3001choc3\u304b\u3089choc2,5,6\u3078\u30d9\u30af\u30c8\u30eb\u7dda\u304c\u5f15\u3051\u307e\u3059\u3002\u3069\u3046\u3084\u3089<strong>Cluster6\u306e\u55dc\u597d\u5ea6\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001\u4e3b\u6210\u5206\uff11\u3068\uff12\u306e\u4e21\u65b9\u306e\u5f97\u70b9\u304c\u4f4e\u3044\u98a8\u5473\u5c5e\u6027\u306e\u30c1\u30e7\u30b3\u30ec\u30fc\u30c8\u3092\u958b\u767a<\/strong>\u3059\u308b\u306e\u304c\u3088\u3055\u305d\u3046\u3067\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"http:\/\/www.taste-technology.com\/img\/Cluster6.jpg\" alt=\"\u6d88\u8cbb\u8005Cluster\u30006\" \/><\/p>\n<p>\u3053\u306e\u3088\u3046\u306b<strong>\u4e3b\u6210\u5206\u5206\u6790<\/strong>\u3068<strong>\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790<\/strong>\u3001\u305d\u3057\u3066<strong>\u7b49\u9ad8\u7dda\u56f3<\/strong>\u3067\u6d88\u8cbb\u8005\u5225\u306e\u55dc\u597d\u50be\u5411\u304c\u8996\u899a\u7684\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u8868\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u6ce8\u610f\u306a\u306e\u3067\u3059\u304c\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u306e\u7d50\u679c\u304b\u3089\u5f97\u3089\u308c\u305f\u6d88\u8cbb\u8005\u96c6\u56e3\u304c\u3069\u306e\u3088\u3046\u306a\u7279\u6027\u3067\u3042\u308b\u304b\u306f\u660e\u3089\u304b\u306b\u306f\u306a\u3063\u3066\u304a\u308a\u307e\u305b\u3093\u3002<br \/>\n\u305d\u3053\u30672\u3064\u306e\u65b9\u6cd5\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<br \/>\n<strong>\uff11\uff0e\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u5f8c\u306b\u6d88\u8cbb\u8005\u306e\u5c5e\u6027\uff08\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u5c5e\u6027\u306a\u3069\uff09\u3092\u5206\u6790\u3059\u308b\u3002<br \/>\n\uff12\uff0e\u6700\u521d\u304b\u3089\u6d88\u8cbb\u8005\u5c5e\u6027\u306b\u3088\u3063\u3066\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3059\u308b<\/strong>\u3002<br \/>\n\uff11\u306e\u5834\u5408\u3001\u30b0\u30eb\u30fc\u30d7\u3092\u7279\u5fb4\u4ed8\u3051\u308b\u7d50\u679c\u304c\u5f97\u3089\u308c\u308c\u3070\u30de\u30c3\u30d7\u304c\u5f79\u7acb\u3061\u307e\u3059\u304c\u3001\u7279\u5fb4\u304c\u306a\u3051\u308c\u3070\u305f\u3060\u5206\u985e\u3055\u308c\u305f\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u304a\u85a6\u3081\u306f\u6700\u521d\u304b\u3089\u6d88\u8cbb\u8005\u5c5e\u6027\uff08\u4f8b\u3048\u3070\u3001\u6027\u5225\u3084\u5e74\u9f62\u5c64\u306a\u3069\uff09\u3067\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3059<\/strong>\u3002<\/p>\n<p>\u4eca\u56de\u306f\u5b98\u80fd\u30c7\u30fc\u30bf\u3068\u55dc\u597d\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u3059\u308b\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u6982\u8981\u3068\u3001\u7c21\u6613\u7248\u3068\u3057\u3066\u306e\u300c\u9078\u597d\u7b49\u9ad8\u7dda\u56f3\uff08Preference Contour Mapping\uff09\u300d\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u73fe\u5b9f\u306b\u306f\u3001\u58f2\u308c\u308b\u5546\u54c1\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u300c\u7f8e\u5473\u3057\u3044\u300d\u3092\u76ee\u7684\u5909\u6570\u306b\u3057\u305f\u5206\u6790\u3067\u306f\u8db3\u308a\u307e\u305b\u3093\u3002\u3055\u3089\u306b\u300c\u8cfc\u8cb7\u610f\u6b32\u30fb\u884c\u52d5\u300d\u307e\u3067\u8e0f\u307f\u8fbc\u3093\u3060\u5206\u6790\u3078\u3068\u79fb\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u304c\u300c\u201d\u304a\u3044\u3057\u3044\u201d\u3092\u201d\u58f2\u308c\u308b\u201d\u3078\u300d\u3092\u30e2\u30c3\u30c8\u30fc\u306b\u3001\u5f0a\u793e\u304c\u63a8\u3057\u9032\u3081\u3066\u3044\u308b\u300c\u58f2\u308b\u305f\u3081\u306e\u5b98\u80fd\u8a55\u4fa1\u300d\u3067\u3059\u3002<\/p>\n<p>\u305d\u308c\u3067\u306f\u3001\u307e\u305f\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25c6\u25c7\u25c6\u25c7\u25c6\u25c7\u25c6\u5b98\u80fd\u8a55\u4fa1\uff34\uff34\u901a\u4fe1No.35\u25c6\u25c7\u25c6\u25c7\u25c6\u25c7\u25c6 \u3055\u3066\u3001\u4eca\u56de\u306e\u30c6\u30fc\u30de\u306f\u300c\u30d7\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30de\u30c3\u30d4\u30f3\u30b0\u300d\u3067\u3059\u3002 \u5b98\u80fd\u8a55\u4fa1\u306b\u304a\u3044\u3066\u3082\u30c7\u30fc\u30bf\u3068\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u3059\u308b\u3053\u3068\u306f\u7d50\u69cb\u3042\u308a\u307e\u3059\u3002 \u524d\u56de\u306e\u8a55\u4fa1\u4e8b\u4f8b-\u5f8c\u7de8\u3067\u3054\u7d39\u4ecb\u3057\u305f\u300c\u4ed6\u793e\u30c7\u30fc\u30bf &hellip; <a href=\"https:\/\/blog.taste-technology.com\/?p=78\">\u7d9a\u304d\u3092\u8aad\u3080 <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-78","post","type-post","status-publish","format-standard","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/posts\/78","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=78"}],"version-history":[{"count":0,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/posts\/78\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=78"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=78"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=78"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}