{"id":37150,"date":"2026-01-18T10:54:56","date_gmt":"2026-01-18T01:54:56","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&#038;p=37150"},"modified":"2026-01-18T10:54:56","modified_gmt":"2026-01-18T01:54:56","slug":"data-preprocessing","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/data-preprocessing\/","title":{"rendered":"\u524d\u51e6\u7406\uff08\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\uff09"},"content":{"rendered":"<p><span>\u524d\u51e6\u7406\uff08\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\uff09\u3068\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u5b66\u7fd2\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u6574\u3048\u308b\u4f5c\u696d\u3067\u3042<\/span><span>\u308b\u3002<\/span><\/p>\n<p><span>\u4eba\u9593\u304c\u672c\u3092\u8aad\u3080\u3068\u304d\u306b\u3001\u6c5a\u308c\u3092\u62ed\u304d\u53d6\u3063\u305f\u308a\u3001\u30da\u30fc\u30b8\u3092\u6574\u3048\u305f\u308a\u3059\u308b\u3088\u3046\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u3082\u30c7\u30fc\u30bf\u3092\u304d\u308c\u3044\u306b\u6574\u7406\u3057\u3066\u304b\u3089\u4f7f\u3046\u5fc5\u8981\u304c\u3042\u308b\u3002<br \/>\n<\/span><span>\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u300c\u5e74\u9f62:35\u6b73\u300d\u300c\u5e74\u9f62:\u4e09\u5341\u4e94\u300d\u300c\u5e74\u9f62:\u4e0d\u660e\u300d\u3068\u3044\u3063\u305f\u30d0\u30e9\u30d0\u30e9\u306a\u5f62\u5f0f\u304c\u6df7\u5728\u3057\u3066\u3044\u308b\u3068\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306b\u5b66\u7fd2\u3055\u305b\u3066\u3082\u3001AI\u306f\u6df7\u4e71\u3057\u3001\u6b63\u3057\u3044\u4e88\u6e2c\u3084\u5224\u65ad\u304c\u3067\u304d\u306a\u3044\u3002\u3053\u308c\u3092\u300c<a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/gigo\/\">\u30ac\u30d9\u30fc\u30b8\u30fb\u30a4\u30f3\u30fb\u30ac\u30d9\u30fc\u30b8\u30fb\u30a2\u30a6\u30c8\uff08\u30b4\u30df\u3092\u5165\u308c\u308c\u3070\u30b4\u30df\u304c\u51fa\u3066\u304f\u308b\uff09<\/a>\u300d\u3068\u547c\u3076\u3002<\/span><\/p>\n<p><span>\u524d\u51e6\u7406\u3067\u306f\u3001\u3053\u308c\u3089\u3092\u7d71\u4e00\u3057\u305f\u5f62\u5f0f\u306b\u63c3\u3048\u3001\u6b20\u3051\u3066\u3044\u308b\u60c5\u5831\u3092\u88dc\u5b8c\u3057\u3001\u6a5f\u68b0\u304c\u8aad\u307f\u53d6\u308c\u308b\u6570\u5024\u306b\u5909\u63db\u3059\u308b\u3002\u3053\u306e\u4f5c\u696d\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u304c\u5927\u304d\u304f\u5411\u4e0a\u3059\u308b\u3002<\/span><\/p>\n<p>\u304b\u3064\u3066\u3001\u524d\u51e6\u7406\u306fAI\u958b\u767a\u5168\u4f53\u306e\u52b4\u529b\u306e8\u5272\u3092\u5360\u3081\u308b\u3068\u8a00\u308f\u308c\u308b\u307b\u3069\u3001\u4eba\u9593\u304c\u624b\u4f5c\u696d\u3067\u884c\u3046\u300c\u6ce5\u81ed\u3044\u91cd\u52b4\u50cd\u300d\u3067\u3042\u3063\u305f\u3002\u3057\u304b\u3057\u8fd1\u5e74\u3001\u3053\u306e\u72b6\u6cc1\u306f\u5287\u7684\u306b\u5909\u308f\u308a\u3064\u3064\u3042\u308b\u3002 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id=\"attachment_37213\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-37213\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/preprocessing-2-1024x368.png\" alt=\"\u524d\u51e6\u7406\u306e\u30a4\u30e1\u30fc\u30b8\" width=\"1024\" height=\"368\" class=\"size-large wp-image-37213\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/preprocessing-2-1024x368.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/preprocessing-2-300x108.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/preprocessing-2-768x276.png 768w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/preprocessing-2-1536x552.png 1536w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/preprocessing-2.png 1592w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><p id=\"caption-attachment-37213\" class=\"wp-caption-text\">\u524d\u51e6\u7406\u306e\u30a4\u30e1\u30fc\u30b8<\/p><\/div>\n<h4>1.\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u6570\u5024\u5316\uff08\u8a00\u8449\u306e\u7ffb\u8a33\uff09<\/h4>\n<p>AI\u306f\u300c\u7537\u6027\u300d\u300c\u5973\u6027\u300d\u3068\u3044\u3046\u8a00\u8449\u306e\u610f\u5473\u3092\u7406\u89e3\u3067\u304d\u306a\u3044\u3002\u51e6\u7406\u3067\u304d\u308b\u306e\u306f\u6570\u5b57\u3060\u3051\u3067\u3042\u308b\u3002 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\/>\n<span>\u305d\u3053\u3067\u3001AI\u304c\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u516c\u5e73\u306b\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u3001\u7e2e\u5c3a\u3092\u63c3\u3048\u308b\u305f\u3081\u306b\u3001<a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/scaling\/\">\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/a>\u3092\u884c\u3046\u3002\u65b9\u6cd5\u3068\u3057\u3066\u300c\u6b63\u898f\u5316\u300d\u3068\u300c\u6a19\u6e96\u5316\u300d\u306e\uff12\u3064\u304c\u4f7f\u308f\u308c\u308b\u3002<\/span>\u306a\u304a\u3001\u56f3\u3067\u306f\u300c\u6b63\u898f\u5316\u300d\u3092\u8a18\u8f09\u3057\u3066\u3044\u308b\u3002<br \/>\n\u6b63\u898f\u5316\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u3067\u6700\u3082\u5c0f\u3055\u3044\u5024\u30920\u3001\u6700\u3082\u5927\u304d\u3044\u5024\u30921\u306b\u5909\u63db\u3057\u3001\u305d\u306e\u9593\u306e\u5024\u3092\u5272\u5408\u3067\u8868\u3059\u65b9\u6cd5\u3067\u3042\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001<strong>\u3059\u3079\u3066\u306e\u5024\u304c0\u304b\u30891\u306e\u9593\u306b\u53ce\u307e\u308b<\/strong>\u3002<br \/>\n\u6a19\u6e96\u5316\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5e73\u5747\u30920\u306b\u3057\u3001\u6a19\u6e96\u504f\u5dee\uff08\u30c7\u30fc\u30bf\u306e\u3070\u3089\u3064\u304d\u3092\u6570\u5024\u5316\u3057\u305f\u3082\u306e\uff09\u30921\u306b\u3059\u308b\u3088\u3046\u306b\u5909\u63db\u3059\u308b\u65b9\u6cd5\u3067\u3042\u308b\u3002\u3053\u3046\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u30c7\u30fc\u30bf\u304c\u5e73\u5747\u304b\u3089\u3069\u308c\u3060\u3051\u96e2\u308c\u3066\u3044\u308b\u304b<\/strong>\u3092\u57fa\u6e96\u306b\u6271\u3048\u308b\u3002<\/p>\n<h2>\u7279\u5fb4<\/h2>\n<p>\u524d\u51e6\u7406\u306b\u306f\u3001AI\u958b\u767a\u306e\u54c1\u8cea\u3092\u652f\u3048\u308b3\u3064\u306e\u5927\u304d\u306a\u7279\u5fb4\u304c\u3042\u308b\u3002<\/p>\n<ul>\n<li><strong>\u5b66\u7fd2\u7cbe\u5ea6\u306e\u5411\u4e0a<\/strong><br \/>\n\u30ce\u30a4\u30ba\u3084\u77db\u76fe\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u3067\u3001AI\u306f\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u6b63\u3057\u304f\u8a8d\u8b58\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u4e0d\u7d14\u7269\u306e\u306a\u3044\u30ac\u30bd\u30ea\u30f3\u3092\u5165\u308c\u308b\u3068\u8eca\u306e\u8abf\u5b50\u304c\u826f\u304f\u306a\u308b\u306e\u3068\u540c\u3058\u7406\u5c48\u3067\u3042\u308b\u3002<\/li>\n<li><strong>\u30d0\u30a4\u30a2\u30b9\u306e\u8efd\u6e1b<\/strong><br \/>\n\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u504f\u308a\uff08\u4f8b\u3048\u3070\u3001\u7279\u5b9a\u306e\u6027\u5225\u3084\u5730\u57df\u306b\u30c7\u30fc\u30bf\u304c\u504f\u3063\u3066\u3044\u308b\u306a\u3069\uff09\u3092\u4e8b\u524d\u306b\u898b\u3064\u3051\u3001\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u516c\u5e73\u306aAI\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u81ea\u52d5\u5316\u306b\u3088\u308b\u52b9\u7387\u5316<\/strong><br \/>\n\u4ee5\u524d\u306f\u624b\u4f5c\u696d\u3067\u884c\u3063\u3066\u3044\u305f\u591a\u304f\u306e\u5de5\u7a0b\u304c\u3001\u73fe\u5728\u3067\u306f\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4eba\u9593\u306f\u300c\u30c7\u30fc\u30bf\u306e\u4fee\u6b63\u4f5c\u696d\u300d\u304b\u3089\u89e3\u653e\u3055\u308c\u3001\u300c\u3069\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u3079\u304d\u304b\u300d\u3068\u3044\u3046\u6226\u7565\u7684\u306a\u601d\u8003\u306b\u6642\u9593\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n<h2>\u63d0\u5531\u30fb\u958b\u767a\u306e\u6b74\u53f2<\/h2>\n<p>\u524d\u51e6\u7406\u306f\u3001\u7279\u5b9a\u306e\u500b\u4eba\u306e\u767a\u660e\u3068\u3044\u3046\u3088\u308a\u306f\u3001\u7d71\u8a08\u5b66\u3068\u8a08\u7b97\u6a5f\u79d1\u5b66\u306e\u767a\u5c55\u306e\u4e2d\u3067\u78ba\u7acb\u3055\u308c\u305f\u300c\u6a19\u6e96\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u300d\u3067\u3042\u308b\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3092\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u5fc5\u9808\u5de5\u7a0b\u3068\u3057\u3066\u660e\u78ba\u306b\u5b9a\u7fa9\u3065\u3051\u305f\u91cd\u8981\u306a\u8ee2\u63db\u70b9\u304c\u3042\u308b\u3002<\/p>\n<p>1996\u5e74\u3001<span>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e<\/span><ruby><rb>Usama Fayyad<\/rb><rt>\u30a6\u30b5\u30de\u30fb\u30d5\u30a1\u30a4\u30e4\u30c9<\/rt><\/ruby>\u6c0f \u3089\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u6709\u7528\u306a\u77e5\u8b58\u3092\u53d6\u308a\u51fa\u3059\u30d7\u30ed\u30bb\u30b9\u3092\u300cKDD\u30d7\u30ed\u30bb\u30b9\uff08Knowledge Discovery in Databases\uff09\u300d\u3068\u3057\u3066\u4f53\u7cfb\u5316\u3057\u305f\u3002<\/p>\n<div id=\"attachment_37201\" style=\"width: 370px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-37201\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/fayyad.jpg\" alt=\"\" width=\"360\" height=\"412\" class=\"wp-image-37201 size-large\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/fayyad.jpg 360w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/01\/fayyad-262x300.jpg 262w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><p id=\"caption-attachment-37201\" class=\"wp-caption-text\">Usama Fayyad\u6c0f <br \/><a href=\"https:\/\/fayyad.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/fayyad.com\/<\/a>\u3088\u308a\u5f15\u7528<\/p><\/div>\n<p>\u5f7c\u3089\u306f\u8ad6\u6587\u306e\u4e2d\u3067\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\uff08\u77e5\u8b58\u767a\u898b\uff09\u306b\u81f3\u308b\u307e\u3067\u306e\u624b\u9806\u3092\u5b9a\u7fa9\u3057\u3001\u305d\u306e\u521d\u671f\u6bb5\u968e\u3068\u3057\u3066\u300c\u524d\u51e6\u7406\uff08Preprocessing\uff09\u300d\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3053\u3068\u3092\u4e16\u754c\u306b\u793a\u3057\u305f\u3002\u3053\u308c\u4ee5\u964d\u3001\u524d\u51e6\u7406\u306f\u5358\u306a\u308b\u96d1\u7528\u3067\u306f\u306a\u304f\u3001\u79d1\u5b66\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u3067\u3042\u308b\u3002<\/p>\n<h2>\u30c7\u30b6\u30a4\u30f3\u4e0a\u3067\u306e\u5229\u7528\u65b9\u6cd5<\/h2>\n<p>\u524d\u51e6\u7406\u306e\u81ea\u52d5\u5316\u304c\u9032\u3093\u3060\u4eca\u3053\u305d\u3001UX\u30c7\u30b6\u30a4\u30ca\u30fc\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u5f79\u5272\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u30c4\u30fc\u30eb\u304c\u30c7\u30fc\u30bf\u3092\u7dba\u9e97\u306b\u3057\u3066\u304f\u308c\u308b\u3068\u306f\u3044\u3048\u3001\u5143\u3068\u306a\u308b\u30c7\u30fc\u30bf\u306e\u8cea\u304c\u826f\u3044\u306b\u8d8a\u3057\u305f\u3053\u3068\u306f\u306a\u3044\u304b\u3089\u3060\u3002<\/p>\n<p>\u30c7\u30b6\u30a4\u30f3\u306e\u89b3\u70b9\u3067\u306f\u3001<strong>\u300c\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u8ca0\u8377\u3092\u4e0b\u3052\u3064\u3064\u3001\u88cf\u5074\u3067\u30c7\u30fc\u30bf\u3092\u6574\u3048\u308b\u8a2d\u8a08\u300d<\/strong> \u304c\u6c42\u3081\u3089\u308c\u308b\u3002\u304b\u3064\u3066\u306e\u3088\u3046\u306b\u30e6\u30fc\u30b6\u30fc\u306b\u53b3\u5bc6\u306a\u5165\u529b\u3092\u5f37\u3044\u308b\u306e\u3067\u306f\u306a\u304f\u3001UI\u304c\u30c7\u30fc\u30bf\u306e\u63fa\u3089\u304e\u3092\u5438\u53ce\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u4e3b\u6d41\u3067\u3042\u308b\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5de5\u592b\u304c\u300cUI\u306b\u3088\u308b\u524d\u51e6\u7406\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002<\/p>\n<ul>\n<li><strong>\u30aa\u30fc\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff08\u5165\u529b\u88dc\u52a9\uff09<\/strong><br \/>\n\u30e6\u30fc\u30b6\u30fc\u304c\u300c1000\u300d\u3068\u6253\u3063\u3066\u3082\u300c1k\u300d\u3068\u6253\u3063\u3066\u3082\u3001\u5165\u529b\u5b8c\u4e86\u6642\u306b\u81ea\u52d5\u7684\u306b\u300c1,000\u5186\u300d\u3068\u3044\u3046\u7d71\u4e00\u3055\u308c\u305f\u5f62\u5f0f\u306b\u5909\u63db\u3057\u3066\u8868\u793a\u3059\u308b\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u597d\u304d\u306a\u3088\u3046\u306b\u5165\u529b\u3067\u304d\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u6574\u3063\u305f\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308c\u308b\u3002<\/li>\n<li><strong>\u30b5\u30b8\u30a7\u30b9\u30c8\u6a5f\u80fd\uff08\u4e88\u6e2c\u5909\u63db\uff09<\/strong><br \/>\n\u81ea\u7531\u8a18\u8ff0\u306b\u3059\u308b\u3068\u8868\u8a18\u3086\u308c\uff08\u300ciPhone\u300d\u300c\u30a2\u30a4\u30d5\u30a9\u30f3\u300d\u306a\u3069\uff09\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u304c\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u3067\u9078\u629e\u80a2\u3092\u5f37\u8981\u3059\u308b\u3068\u63a2\u3059\u306e\u304c\u5927\u5909\u306b\u306a\u308b\u3002\u305d\u3053\u3067\u3001\u6587\u5b57\u3092\u5165\u529b\u3057\u305f\u6642\u70b9\u3067\u5019\u88dc\u3092\u8868\u793a\u3059\u308b\u30b5\u30b8\u30a7\u30b9\u30c8\u6a5f\u80fd\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u697d\u306b\u5165\u529b\u3067\u304d\u3001\u30c7\u30fc\u30bf\u3082\u7d71\u4e00\u3055\u308c\u308b\u3002<br \/>\n\u300c\u30e6\u30fc\u30b6\u30fc\u306b\u6b63\u3057\u304f\u5165\u529b\u3055\u305b\u308b\u300d\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u3069\u3093\u306a\u5165\u529b\u3067\u3082\u30b7\u30b9\u30c6\u30e0\u304c\u6b63\u3057\u304f\u89e3\u91c8\u3067\u304d\u308b\u3088\u3046\u306b\u30c7\u30b6\u30a4\u30f3\u3059\u308b\u300d\u3053\u3068\u304c\u3001\u7d50\u679c\u3068\u3057\u3066AI\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3082\u5411\u4e0a\u3055\u305b\u308b\u9375\u3068\u306a\u308b\u3002<\/li>\n<\/ul>\n<h2>\u300c\u3053\u306e\u5834\u9762\u306b\u4f7f\u3048\u308b\u300d\u30b7\u30fc\u30f3\u3068\u5177\u4f53\u4f8b<\/h2>\n<p>\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306e\u73fe\u5834\u306b\u304a\u3044\u3066\u3001\u524d\u51e6\u7406\u306e\u6982\u5ff5\u304c\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u5177\u4f53\u7684\u306a\u30b7\u30fc\u30f3\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3042\u308b\u3002<\/p>\n<h3>1. \u30e6\u30fc\u30b6\u30fc\u306e\u597d\u307f\u3092\u5206\u6790\u3059\u308b\u300c\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u300d<\/h3>\n<ul>\n<li><strong>\u30b7\u30fc\u30f3<\/strong><br \/>\n\u6620\u753b\u3084\u97f3\u697d\u306e\u914d\u4fe1\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u300c\u304a\u3059\u3059\u3081\u300d\u3092\u8868\u793a\u3057\u305f\u3044\u5834\u5408\u3002<\/li>\n<li><strong>\u524d\u51e6\u7406\u306e\u5f79\u5272<\/strong><br \/>\n\u30e6\u30fc\u30b6\u30fc\u304c\u300c\u9593\u9055\u3063\u3066\u30af\u30ea\u30c3\u30af\u3057\u3066\u3059\u3050\u306b\u9589\u3058\u305f\u300d\u5c65\u6b74\u306f\u3001\u8208\u5473\u306e\u5bfe\u8c61\u3067\u306f\u306a\u3044\u30ce\u30a4\u30ba\u3067\u3042\u308b\u3002\u524d\u51e6\u7406\u3067\u300c\u518d\u751f\u6642\u9593\u304c\u6975\u7aef\u306b\u77ed\u3044\u5c65\u6b74\u300d\u3092\u524a\u9664\u3059\u308b\u3053\u3068\u3067\u3001\u672c\u5f53\u306b\u8208\u5473\u306e\u3042\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u3060\u3051\u3092\u5b66\u7fd2\u3055\u305b\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u304a\u3059\u3059\u3081\u3092\u8868\u793a\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<h3>2. \u624b\u66f8\u304d\u6587\u5b57\u3092\u8aad\u307f\u53d6\u308b\u300cOCR\u30a2\u30d7\u30ea\u300d<\/h3>\n<ul>\n<li><strong>\u30b7\u30fc\u30f3<\/strong><br \/>\n\u30ec\u30b7\u30fc\u30c8\u3084\u540d\u523a\u3092\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u3001\u6587\u5b57\u30c7\u30fc\u30bf\u5316\u3059\u308b\u5834\u5408\u3002<\/li>\n<li><strong>\u524d\u51e6\u7406\u306e\u5f79\u5272<\/strong><br \/>\n\u64ae\u5f71\u3055\u308c\u305f\u753b\u50cf\u306f\u3001\u659c\u3081\u306b\u306a\u3063\u3066\u3044\u305f\u308a\u3001\u5f71\u304c\u5165\u3063\u3066\u3044\u305f\u308a\u3059\u308b\u3002\u6587\u5b57\u8a8d\u8b58AI\u306b\u304b\u3051\u308b\u524d\u306b\u3001\u753b\u50cf\u306e\u50be\u304d\u3092\u88dc\u6b63\u3057\u3001\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u3092\u4e0a\u3052\u3066\u6587\u5b57\u3092\u304f\u3063\u304d\u308a\u3055\u305b\u308b\u753b\u50cf\u51e6\u7406\uff08\u524d\u51e6\u7406\uff09\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u8aad\u307f\u53d6\u308a\u30df\u30b9\u3092\u5287\u7684\u306b\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<h3>3. \u97f3\u58f0\u64cd\u4f5c\u306e\u300c\u30b9\u30de\u30fc\u30c8\u30b9\u30d4\u30fc\u30ab\u30fc\u300d<\/h3>\n<ul>\n<li><strong>\u30b7\u30fc\u30f3<\/strong><br \/>\n\u30ea\u30d3\u30f3\u30b0\u3067\u300c\u96fb\u6c17\u3092\u6d88\u3057\u3066\u300d\u3068\u8a71\u3057\u304b\u3051\u308b\u5834\u5408\u3002<\/li>\n<li><strong>\u524d\u51e6\u7406\u306e\u5f79\u5272<\/strong><br \/>\n\u30c6\u30ec\u30d3\u306e\u97f3\u3084\u30a8\u30a2\u30b3\u30f3\u306e\u52d5\u4f5c\u97f3\u306a\u3069\u306e\u300c\u74b0\u5883\u96d1\u97f3\u300d\u304c\u6df7\u3058\u3063\u3066\u3044\u308b\u3002AI\u304c\u58f0\u3092\u8a8d\u8b58\u3059\u308b\u524d\u306b\u3001\u7279\u5b9a\u306e\u5468\u6ce2\u6570\u306e\u30ce\u30a4\u30ba\u3092\u30ab\u30c3\u30c8\u3059\u308b\u524d\u51e6\u7406\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u9a12\u304c\u3057\u3044\u90e8\u5c4b\u3067\u3082\u6b63\u78ba\u306b\u547d\u4ee4\u3092\u805e\u304d\u53d6\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<h3>4. <strong>EC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u691c\u7d22\u6a5f\u80fd<\/strong><\/h3>\n<ul>\n<li><strong>\u30b7\u30fc\u30f3<\/strong><br \/>\n\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u300c\u3042\u3044\u3075\u3049\u309314\u300d\u3092\u300ciPhone 14\u300d\u306b\u6b63\u898f\u5316\u3059\u308b\u3002<\/li>\n<li><strong>\u524d\u51e6\u7406\u306e\u5f79\u5272<\/strong><br \/>\n\u5168\u89d2\u30fb\u534a\u89d2\u3001\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u3001\u30b9\u30da\u30fc\u30b9\u306e\u6709\u7121\u306a\u3069\u3092\u7d71\u4e00\u3057\u3001\u691c\u7d22\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002\u3053\u3046\u3057\u305f\u691c\u7d22\u30af\u30a8\u30ea\u306e\u524d\u51e6\u7406\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<h2>\u95a2\u9023\u7528\u8a9e<\/h2>\n<blockquote class=\"wp-embedded-content\" data-secret=\"7iboEQHgZg\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/gigo\/\">\u30ac\u30fc\u30d9\u30b8\u30a4\u30f3 \u30ac\u30fc\u30d9\u30b8\u30a2\u30a6\u30c8\uff08GIGO\uff09<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30ac\u30fc\u30d9\u30b8\u30a4\u30f3 \u30ac\u30fc\u30d9\u30b8\u30a2\u30a6\u30c8\uff08GIGO\uff09&#8221; &#8212; UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/gigo\/embed\/#?secret=pLeJGPVJWN#?secret=7iboEQHgZg\" data-secret=\"7iboEQHgZg\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"rWCQyIjA5s\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/normal_distribution\/\">\u6b63\u898f\u5206\u5e03<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u6b63\u898f\u5206\u5e03&#8221; &#8212; UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/normal_distribution\/embed\/#?secret=GDCks4oaRt#?secret=rWCQyIjA5s\" data-secret=\"rWCQyIjA5s\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"CEnVk9Ec0i\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/whats_postel_low\/\">\u30dd\u30b9\u30c6\u30eb\u306e\u6cd5\u5247<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30dd\u30b9\u30c6\u30eb\u306e\u6cd5\u5247&#8221; &#8212; UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/whats_postel_low\/embed\/#?secret=BAmZ9d2Vlu#?secret=CEnVk9Ec0i\" data-secret=\"CEnVk9Ec0i\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"zJcCKuZ8sZ\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/scaling\/\">\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff08\u7279\u9577\u91cf\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff09<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff08\u7279\u9577\u91cf\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff09&#8221; &#8212; UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/scaling\/embed\/#?secret=lT0KgDggKn#?secret=zJcCKuZ8sZ\" data-secret=\"zJcCKuZ8sZ\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<h2>\u53c2\u8003\u30ea\u30f3\u30af<\/h2>\n<ul>\n<li><a class=\"\" href=\"https:\/\/www.aaai.org\/Papers\/KDD\/1996\/KDD96-001.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">From Data Mining to Knowledge Discovery in Databases &#8211; Usama Fayyad et al. (PDF)<\/a><span>\u00a0<\/span><\/li>\n<li><a class=\"\" href=\"https:\/\/scikit-learn.org\/stable\/modules\/preprocessing.html\" target=\"_blank\" rel=\"noopener noreferrer\">Preprocessing data &#8211; scikit-learn documentation<\/a><span>\u00a0<\/span><\/li>\n<li><a class=\"\" href=\"https:\/\/cloud.google.com\/solutions\/machine-learning\/data-preprocessing-for-ml-with-tf-transform-pt1?hl=ja\" target=\"_blank\" rel=\"noopener noreferrer\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u524d\u51e6\u7406<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI\u306e\u5b66\u7fd2\u7cbe\u5ea6\u3092\u6c7a\u5b9a\u3065\u3051\u308b\u6700\u91cd\u8981\u5de5\u7a0b\u3067\u3001\u30d0\u30e9\u30d0\u30e9\u306a\u7d20\u6750\uff08\u30c7\u30fc\u30bf\uff09\u3092\u6574\u7406\u30fb\u52a0\u5de5\u3057\u3066\u3001\u6a5f\u68b0\u304c\u6b63\u3057\u304f\u7406\u89e3\u3067\u304d\u308b\u300c\u9ad8\u54c1\u8cea\u306e\u98df\u6750\u300d\u306b\u4ed5\u7acb\u3066\u4e0a\u3052\u308b\u4f5c\u696d\u306e\u3053\u3068<\/p>\n","protected":false},"author":12,"featured_media":37203,"template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"English":"Data Preprocessing","footnotes":""},"glossary-category":[418],"glossary_tag":[],"class_list":["post-37150","glossary","type-glossary","status-publish","has-post-thumbnail","hentry","glossary-category-technology"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary\/37150","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/users\/12"}],"version-history":[{"count":15,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary\/37150\/revisions"}],"predecessor-version":[{"id":37282,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary\/37150\/revisions\/37282"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/media\/37203"}],"wp:attachment":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/media?parent=37150"}],"wp:term":[{"taxonomy":"glossary-category","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary-category?post=37150"},{"taxonomy":"glossary_tag","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary_tag?post=37150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}