{"id":2311,"date":"2013-03-14T15:23:06","date_gmt":"2013-03-14T06:23:06","guid":{"rendered":"http:\/\/www.cs.kyoto-u.ac.jp\/?page_id=2311"},"modified":"2014-09-30T11:27:49","modified_gmt":"2014-09-30T02:27:49","slug":"bigdata_h25","status":"publish","type":"page","link":"http:\/\/www.cs.kyoto-u.ac.jp\/education\/bigdata_h25\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u8a08\u7b97\u79d1\u5b66"},"content":{"rendered":"<h1>\u60c5\u5831\u6559\u80b2\u63a8\u9032\u30bb\u30f3\u30bf\u30fc\u3078\u306e<a href=\"http:\/\/www.iedu.i.kyoto-u.ac.jp\/subject\/2014\/ml_computational_science_for_big_data\">\u30ea\u30f3\u30af<\/a><\/h1>\n<p>\u6700\u65b0\u306e\u8b1b\u7fa9\u8cc7\u6599\u306e\u95b2\u89a7\u3092\u3057\u305f\u3044\u65b9\u306f\u3001\u30ea\u30f3\u30af\u5148\u3078\u3002<\/p>\n<p>&nbsp;<\/p>\n<h1>\u6388\u696d\u306e\u5185\u5bb9<\/h1>\n<h2>\u6982\u8981\u30fb\u76ee\u7684<\/h2>\n<p>\u8fd1\u5e74\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u9032\u6b69\u3084\u60c5\u5831\u57fa\u76e4\u6280\u8853\u306e\u6574\u5099\u306b\u4f34\u3063\u3066\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u4ecb\u3057\u3066\u884c\u308f\u308c\u308b\u793e\u4f1a\u6d3b\u52d5\u304b\u3089\u751f\u6210\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u91cf\u3001\u3042\u308b\u3044\u306f\u3001\u8a08\u7b97\u79d1\u5b66\u306e\u91cd\u8981\u306a\u6280\u6cd5\u3067\u3042\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3067\u5f97\u3089\u308c\u308b\u30c7\u30fc\u30bf\u306e\u91cf\u306f\u3001\u65e5\u3005\u5897\u52a0\u306e\u4e00\u9014\u3092\u305f\u3069\u3063\u3066\u3044\u308b\u3002\u305d\u308c\u3089\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3001\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3092\u5b66\u3076\u3053\u3068\u304c\u3001\u3053\u306e\u79d1\u76ee\u306e\u76ee\u7684\u3067\u3042\u308b\u3002\u7279\u306b\u3001C\u8a00\u8a9e\u3092\u5229\u7528\u3057\u3066\u3001\u5927\u6b21\u5143\u306e\u758e\u884c\u5217\u306b\u5bfe\u3059\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6f14\u7fd2\u3092\u884c\u3046\u3002<br \/>\u3000\u5927\u6b21\u5143\u758e\u884c\u5217(\u5927\u6b21\u5143\u96a3\u63a5\u884c\u5217)\u306f\u3001\u91cd\u307f\u4ed8\u304d\u6709\u5411\u30b0\u30e9\u30d5\u3092\u8868\u73fe\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u308b\u3002\u3088\u3063\u3066\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf(\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf)\u3092\u8a18\u8ff0\u3059\u308b\u969b\u306b\u3001\u591a\u69d8\u306a\u5206\u6790\u5bfe\u8c61\u3092\u8868\u73fe\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308b\u3002\u305d\u306e\u884c\u5217\u306e\u7279\u5fb4\u91cf\u3001\u3059\u306a\u308f\u3061\u3001\u5206\u6790\u5bfe\u8c61\u306e\u7279\u5fb4\u91cf\u3092\u62bd\u51fa\u3059\u308b\u969b\u306b\u3001\u6700\u3082\u4e00\u822c\u7684\u3067\u304b\u3064\u666e\u904d\u7684\u306a\u624b\u6cd5\u306f\u3001\u7279\u7570\u5024\u5206\u89e3\u3092\u884c\u3046\u3053\u3068\u3067\u3042\u308b\u3002\u305d\u308c\u4ee5\u5916\u306b\u3082\u3001\u7279\u7570\u5024\u5206\u89e3\u306f\u3001\u6700\u5c0f\uff12\u4e57\u6cd5\u3001\u4e3b\u6210\u5206\u5206\u6790\u3001\u72ec\u7acb\u6210\u5206\u5206\u6790\u3068\u3044\u3063\u305f\u89e3\u6790\u3057\u305f\u3044\u30c7\u30fc\u30bf\u304c\u306f\u3058\u3081\u304b\u3089\u884c\u5217\u306e\u5f62\u5f0f\u3067\u8868\u73fe\u3055\u308c\u3066\u3044\u308b\u554f\u984c\u3078\u306e\u5e45\u5e83\u3044\u5fdc\u7528\u3082\u53ef\u80fd\u3067\u3042\u308b\u3002\u3088\u3063\u3066\u3001\u672c\u79d1\u76ee\u306f\u3001\u53d7\u8b1b\u8005\u304c\u7279\u7570\u5024\u5206\u89e3\u3092\u304a\u3053\u306a\u3046\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u30ec\u30d9\u30eb\u304b\u3089\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u6280\u8853\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3059\u308b\u3002\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u30ec\u30d9\u30eb\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u6280\u8853\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u306b\u3082\u3064\u306a\u304c\u308b\u3002\u672c\u79d1\u76ee\u3067\u306f\u3001C\u8a00\u8a9e\u306e\u57fa\u672c\u6587\u6cd5\u306a\u3069\u306e\u57fa\u790e\u7684\u306a\u8a71\u984c\u304b\u3089\u6f14\u7fd2\u3092\u958b\u59cb\u3059\u308b\u3002\u3088\u3063\u3066\u3001\u904e\u53bb\u306bC\u8a00\u8a9e\u3092\u5b66\u3093\u3060\u3053\u3068\u306e\u306a\u3044\u5b66\u751f\u306e\u53d7\u8b1b\u3082\u6b53\u8fce\u3059\u308b\u3002<\/p>\n<hr \/>\n<h2>\u6388\u696d\u8a08\u753b\u3068\u5185\u5bb9<\/h2>\n<p>\u516815\u56de\u306e\u4e88\u5b9a\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3042\u308b\u3002<br \/>\u00a0<br \/><strong>\u25cb\u30ac\u30a4\u30c0\u30f3\u30b9 (\u6728\u6751\u6b23\u53f8\/1\u56de\u3000\u8b1b\u7fa9\uff09<\/strong><br \/>\u8a08\u7b97\u79d1\u5b66\u306f\u3001\u6570\u5b66\u7684\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5b9a\u91cf\u7684\u8a55\u4fa1\u6cd5\u3092\u69cb\u7bc9\u3057\u3001\u8a08\u7b97\u6a5f\u3092\u99c6\u4f7f\u3057\u3066\u79d1\u5b66\u6280\u8853\u4e0a\u306e\u554f\u984c\u3092\u89e3<br \/>\u6c7a\u3059\u308b\u5b66\u554f\u5206\u91ce\u3067\u3042\u308b\u3002\u8a08\u7b97\u79d1\u5b66\u6982\u8ad6\u3001\u8a08\u7b97\u79d1\u5b66\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u8b1b\u8ff0\u3059\u308b\u3002<\/p>\n<p>\u00a0<br \/><strong>\u25cb\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u5165\u9580 \uff08\u95dc\u6238\u5553\u4eba\/1\u56de\u3000\u8b1b\u7fa9\uff09<\/strong><br \/>\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u57fa\u672c\u7684\u306a\u8a71\u984c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3092\u884c\u3046\u3002<\/p>\n<p>\u00a0<br \/><strong>\u25cb\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316 \uff08\u5c0f\u5c71\u7530\u8015\u4e8c\/3\u56de\u3000\u8b1b\u7fa9\uff09<\/strong><br \/>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u8996\u899a\u7684\u306b\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u6280\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u3002<\/p>\n<p>\u00a0<br \/><strong>\u25cb\u5bc6\u884c\u5217\u306e\u7279\u7570\u5024\u5206\u89e3\u6cd5 \uff08\u95dc\u6238\u5553\u4eba,\u4e2d\u6751\u4f73\u6b63\/3\u56de\u3000\u8b1b\u7fa9\uff09<\/strong><br \/>(1) \u5927\u6b21\u5143\u758e\u884c\u5217(\u5927\u6b21\u5143\u96a3\u63a5\u884c\u5217)\u3068\u91cd\u307f\u4ed8\u304d\u6709\u5411\u30b0\u30e9\u30d5\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u306e\u89e3\u8aac<br \/>(2) \u91cd\u307f\u4ed8\u304d\u6709\u5411\u30b0\u30e9\u30d5\u3092\u7528\u3044\u3066\u8868\u73fe\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u4f8b\u3092\u5217\u6319<br \/>(3) \u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u7d71\u8a08\u7684\u624b\u6cd5\u306b\u3064\u3044\u3066\u306e\u89e3\u8aac<br \/>I. \u6700\u5c0f\uff12\u4e57\u6cd5<br \/>II. \u4e3b\u6210\u5206\u5206\u6790<br \/>III. \u72ec\u7acb\u6210\u5206\u5206\u6790<br \/>(4) \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u91cf\u306e\u62bd\u51fa\u306b\u304a\u3051\u308b\u7279\u7570\u5024\u5206\u89e3\u306e\u91cd\u8981\u6027\u306b\u3064\u3044\u3066\u306e\u89e3\u8aac<br \/>(5) \u5927\u6b21\u5143\u758e\u884c\u5217\u306e\u7279\u7570\u5024\u5206\u89e3\u306e\u6e96\u5099\u3068\u3057\u3066\u3001\u4e2d\u898f\u6a21\u30b5\u30a4\u30ba\u306e\u5bc6\u884c\u5217\u306e\u7279\u7570\u5024\u5206\u89e3\u306e\u5177\u4f53\u7684\u306a\u65b9\u6cd5<br \/>\u306b\u3064\u3044\u3066\u306e\u89e3\u8aac<br \/>(6) \u7279\u7570\u5024\u5206\u89e3\u306b\u304a\u3051\u308b\u3001\u30cf\u30a6\u30b9\u30db\u30eb\u30c0\u30fc\u5909\u63db\u306b\u3088\u308b\u524d\u51e6\u7406\u3068\u5f8c\u51e6\u7406\u306e\u89e3\u8aac<br \/>(7) QR\u6cd5, dqds\u6cd5, mdLVs\u6cd5\u3092\u7528\u3044\u305f\u7279\u7570\u5024\u5206\u89e3\u306e\u65b9\u6cd5\u3092\u8a73\u7d30\u306b\u89e3\u8aac<\/p>\n<p>\u00a0<br \/><strong>\u25cb\u5927\u6b21\u5143\u758e\u884c\u5217\u306e\u7279\u7570\u5024\u5206\u89e3\u6cd5 \uff08\u6728\u6751\u6b23\u53f8\/7\u56de\u3000\u8b1b\u7fa9\u3068\u6f14\u7fd2\uff09<\/strong><br \/>(1) C\u8a00\u8a9e\u306e\u57fa\u672c\u7684\u306a\u6587\u6cd5\u306a\u3069\u3092\u89e3\u8aac<br \/>(2) \u5927\u6b21\u5143\u758e\u884c\u5217(\u5927\u6b21\u5143\u96a3\u63a5\u884c\u5217)\u306e\u7279\u7570\u5024\u5206\u89e3\u6cd5\u3092\u7db2\u7f85\u7684\u306b\u89e3\u8aac<br \/>(3) C\u8a00\u8a9e\u3092\u7528\u3044\u305fLanczos\u6cd5(G-K-L\u6cd5)\u306e\u5b9f\u88c5<\/p>\n<hr \/>\n<h2>\u4e88\u5099\u77e5\u8b58<\/h2>\n<p>&nbsp;<\/p>\n<hr \/>\n<h2>\u6210\u7e3e\u8a55\u4fa1\u306e\u65b9\u6cd5\u30fb\u57fa\u6e96<\/h2>\n<p>\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u300d\u3001\u300c\u5bc6\u884c\u5217\u306e\u7279\u7570\u5024\u5206\u89e3\u6cd5\u300d\u3001\u300c\u5927\u6b21\u5143\u758e\u884c\u5217\u4fc2\u6570\u306e\u7279\u7570\u5024\u5206\u89e3\u6cd5\u300d\u3067\u3001\u305d\u308c\u305e\u308c1\u305a\u3064\u306e\u30ec\u30dd\u30fc\u30c8\u8ab2\u984c\u3092\u51fa\u984c\u3057\u3001\u305d\u306e\u30ec\u30dd\u30fc\u30c8\u306e\u5185\u5bb9\u304b\u3089\u7fd2\u719f\u5ea6\u3092\u5224\u65ad\u3057\u3001\u3055\u3089\u306b\u51fa\u5e2d\u72b6\u6cc1\u3092\u52a0\u3048\u3066\u3001\u7dcf\u5408\u7684\u306b\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/p>\n<hr \/>\n<h2>\u6559\u79d1\u66f8<\/h2>\n<p>\u8b1b\u7fa9\u8cc7\u6599\u3092\u914d\u5e03<br \/>\u7279\u306b\u5b9a\u3081\u306a\u3044<\/p>\n<hr \/>\n<h2>\u53c2\u8003\u66f8\u7b49<\/h2>\n<p>\u5c0f\u5c71\u7530\u8015\u4e8c, \u5742\u672c\u5c1a\u4e45 \u300e\u7c92\u5b50\u30dc\u30ea\u30e5\u30fc\u30e0\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0-\u7406\u8ad6\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff09ISBN:ISBN:978-4-339-02449-4\uff08See http:\/\/www.coronasha.co.jp\/np\/detail.do?goods_id=2726\uff09<\/p>\n<hr \/>\n<h2>\u305d\u306e\u4ed6\uff08\u6388\u696d\u5916\u5b66\u7fd2\u306e\u6307\u793a\u30fb\u30aa\u30d5\u30a3\u30b9\u30a2\u30ef\u30fc\u7b49\uff09<\/h2>\n<p>\u30aa\u30d5\u30a3\u30b9\u30a2\u30ef\u30fc\u306b\u3064\u3044\u3066\u306f\u62c5\u5f53\u6559\u54e1\u306e KULASIS \u767b\u9332\u60c5\u5831\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u3002<br \/>\u6728\u6751\u6b23\u53f8:kkimur[at]amp.i.kyoto-u.ac.jp<br \/>\u95dc\u6238\u5553\u4eba:sekido[at]amp.i.kyoto-u.ac.jp<br \/>\u6388\u696d\u6642\u9593\u5916\u3067\u3001\u8cea\u554f\u304c\u3042\u308b\u5834\u5408\u306b\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u3001\u4e0a\u8a18\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u30e1\u30fc\u30eb\u3092\u3059\u308b\u3053\u3068\u3002<\/p>\n<hr \/>\n<h1 id=\"el10\">\u6388\u696d\u60c5\u5831<\/h1>\n<table border=\"0\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<th>\u79d1\u76ee\u540d<\/th>\n<td>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u8a08\u7b97\u79d1\u5b66<\/td>\n<\/tr>\n<tr>\n<th>\u79d1\u76ee\u540d\uff08\u82f1\u6587\uff09<\/th>\n<td>Computational Science for Big Data<\/td>\n<\/tr>\n<tr>\n<th>\u914d\u5f53\u5b66\u5e74<\/th>\n<td>\u5927\u5b66\u96621\u56de\u751f\u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<th>\u5358\u4f4d\u6570<\/th>\n<td>2<\/td>\n<\/tr>\n<tr>\n<th>\u958b\u8b1b\u671f<\/th>\n<td>\u5f8c\u671f<\/td>\n<\/tr>\n<tr>\n<th>\u66dc\u6642\u9650<\/th>\n<td>\u6c345<\/td>\n<\/tr>\n<tr>\n<th>\u6388\u696d\u5f62\u614b<\/th>\n<td>\u8b1b\u7fa9<\/td>\n<\/tr>\n<tr>\n<th>\u8b1b\u7fa9\u5ba4<\/th>\n<td>\u5b66\u8853\u60c5\u5831\u30e1\u30c7\u30a3\u30a2\u30bb\u30f3\u30bf\u30fc\u5357\u9928204<\/td>\n<\/tr>\n<tr>\n<th>\u62c5\u5f53\u6559\u54e1<\/th>\n<td>\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u6559\u6388 \u4e2d\u6751\u3000\u4f73\u6b63<br \/>\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u7279\u5b9a\u51c6\u6559\u6388 \u6728\u6751\u3000\u6b23\u53f8<br \/>\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u7279\u5b9a\u52a9\u6559 \u95dc\u6238\u3000\u5553\u4eba<br \/>\u9ad8\u7b49\u6559\u80b2\u7814\u7a76\u958b\u767a\u63a8\u9032\u6a5f\u69cb\u6559\u6388 \u5c0f\u5c71\u7530\u3000\u8015\u4e8c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u60c5\u5831\u6559\u80b2\u63a8\u9032\u30bb\u30f3\u30bf\u30fc\u3078\u306e\u30ea\u30f3\u30af \u6700\u65b0\u306e\u8b1b\u7fa9\u8cc7\u6599\u306e\u95b2\u89a7\u3092\u3057\u305f\u3044\u65b9\u306f\u3001\u30ea\u30f3\u30af\u5148\u3078\u3002 &nbsp; \u6388\u696d\u306e\u5185\u5bb9 \u6982\u8981\u30fb\u76ee\u7684 \u8fd1\u5e74\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u9032\u6b69\u3084\u60c5\u5831\u57fa\u76e4\u6280\u8853\u306e\u6574\u5099\u306b\u4f34\u3063\u3066\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092 &hellip; <a href=\"http:\/\/www.cs.kyoto-u.ac.jp\/education\/bigdata_h25\/\">\u7d9a\u304d\u3092\u8aad\u3080 <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":59,"featured_media":0,"parent":15,"menu_order":10,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/pages\/2311"}],"collection":[{"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/users\/59"}],"replies":[{"embeddable":true,"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/comments?post=2311"}],"version-history":[{"count":14,"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/pages\/2311\/revisions"}],"predecessor-version":[{"id":2574,"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/pages\/2311\/revisions\/2574"}],"up":[{"embeddable":true,"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/pages\/15"}],"wp:attachment":[{"href":"http:\/\/www.cs.kyoto-u.ac.jp\/wp-json\/wp\/v2\/media?parent=2311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}