{"id":52918,"date":"2025-05-19T11:42:19","date_gmt":"2025-05-19T02:42:19","guid":{"rendered":"https:\/\/wordpress.realcollector.jp\/blog\/?p=52918"},"modified":"2025-05-19T11:42:19","modified_gmt":"2025-05-19T02:42:19","slug":"big","status":"publish","type":"post","link":"https:\/\/wordpress.realcollector.jp\/blog\/?p=52918","title":{"rendered":"big"},"content":{"rendered":"<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\uff08Big Data\uff09\u3068\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u624b\u6cd5\u3084\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u53ce\u96c6\u30fb\u4fdd\u5b58\u30fb\u5206\u6790\u304c\u56f0\u96e3\u3060\u3063\u305f\u307b\u3069\u300c\u5927\u91cf\uff08Volume\uff09\u300d\u300c\u9ad8\u901f\uff08Velocity\uff09\u300d\u300c\u591a\u69d8\uff08Variety\uff09\u300d\u3068\u3044\u3063\u305f\u7279\u6027\u3092\u6301\u3064\u30c7\u30fc\u30bf\u7fa4\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u8fd1\u5e74\u3001\u30bb\u30f3\u30b5\u30fc\u3001SNS\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u306e\u666e\u53ca\u306b\u4f34\u3044\u3001\u30c6\u30e9\u30d0\u30a4\u30c8\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u5358\u4f4d\u306e\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304c\u65e5\u3005\u751f\u6210\u3055\u308c\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u9069\u5207\u306b\u51e6\u7406\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u305f\u306a\u4fa1\u5024\u306e\u5275\u9020\u3084\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u306e\u9769\u65b0\u3001\u793e\u4f1a\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u3064\u306a\u3052\u308b\u306e\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5229\u6d3b\u7528\u306e\u72d9\u3044\u3067\u3059\u3002<\/p>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u8981\u7d04\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4e94\u3064\u4ee5\u4e0a\u306e\u300cV\u300d\u3067\u8868\u73fe\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<p>\u2022 Volume\uff08\u91cf\uff09 \u3000\u30c6\u30e9\u30d0\u30a4\u30c8\uff08TB\uff09\u304b\u3089\u30da\u30bf\u30d0\u30a4\u30c8\uff08PB\uff09\u3001\u3042\u308b\u3044\u306f\u30a8\u30af\u30b5\u30d0\u30a4\u30c8\uff08EB\uff09\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u91cf\u3092\u6271\u3046\u3002\u5f93\u6765\u306eRDBMS\u3067\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u898f\u6a21\u3067\u3042\u308b\u3002 \u2022 Velocity\uff08\u901f\u5ea6\uff09 \u3000\u30c7\u30fc\u30bf\u751f\u6210\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u901f\u304f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u307e\u305f\u306f\u30cb\u30a2\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u53ce\u96c6\u30fb\u51e6\u7406\u30fb\u5206\u6790\u304c\u6c42\u3081\u3089\u308c\u308b\u3002 \u2022 Variety\uff08\u591a\u69d8\u6027\uff09 \u3000\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u3001\u52d5\u753b\u3001\u30ed\u30b0\u3001\u30bb\u30f3\u30b5\u30fc\u60c5\u5831\u306a\u3069\u3001\u69cb\u9020\u5316\u30fb\u534a\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304c\u6df7\u5728\u3059\u308b\u3002 \u2022 Veracity\uff08\u771f\u5b9f\u6027\u30fb\u4fe1\u983c\u6027\uff09 \u3000\u30ce\u30a4\u30ba\u3084\u8aa4\u5dee\u3001\u6b20\u640d\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u3082\u591a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3084\u54c1\u8cea\u7ba1\u7406\u304c\u8ab2\u984c\u3068\u306a\u308b\u3002 \u2022 Value\uff08\u4fa1\u5024\uff09 \u3000\u5358\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6301\u3064\u3060\u3051\u3067\u306f\u610f\u5473\u304c\u306a\u304f\u3001\u305d\u3053\u304b\u3089\u6709\u7528\u306a\u77e5\u898b\u3084\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u5206\u6790\u30fb\u53ef\u8996\u5316\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 \u2022 Variability\uff08\u5909\u52d5\u6027\uff09 \u3000\u6642\u9593\u3068\u3068\u3082\u306b\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3084\u610f\u5473\u304c\u5909\u5316\u3057\u3084\u3059\u304f\u3001\u5206\u6790\u30e2\u30c7\u30eb\u306e\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3084\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u304c\u5fc5\u8981\u3002 \u2022 Visualization\uff08\u53ef\u8996\u5316\uff09 \u3000\u81a8\u5927\u304b\u3064\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u76f4\u611f\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084BI\u30c4\u30fc\u30eb\u306b\u3088\u308b\u53ef\u8996\u5316\u304c\u91cd\u8981\u3068\u306a\u308b\u3002<\/p>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u4f8b\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002 1. \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\uff0f\u9867\u5ba2\u5206\u6790\uff1aEC\u30b5\u30a4\u30c8\u306e\u8cfc\u8cb7\u5c65\u6b74\u3084Web\u95b2\u89a7\u30ed\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u9867\u5ba2\u306e\u55dc\u597d\u3092\u4e88\u6e2c\u3057\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u5316\u3055\u308c\u305f\u5e83\u544a\u3092\u914d\u4fe1\u3059\u308b\u3002 2. \u88fd\u9020\u696d\u306e\u4e88\u77e5\u4fdd\u5168\uff1a\u5de5\u5834\u306e\u6a5f\u68b0\u3084\u8a2d\u5099\u304b\u3089\u53d6\u5f97\u3057\u305f\u30bb\u30f3\u30b5\u30fc\u60c5\u5831\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u7570\u5e38\u5146\u5019\u3092\u691c\u77e5\u3057\u3066\u6545\u969c\u3092\u672a\u7136\u306b\u9632\u3050\u3002 3. \u4ea4\u901a\u30fb\u90fd\u5e02\u8a08\u753b\uff1a\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u4f4d\u7f6e\u60c5\u5831\u3084\u30ab\u30fc\u30ca\u30d3\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u6e0b\u6ede\u4e88\u6e2c\u3084\u30eb\u30fc\u30c8\u6700\u9069\u5316\u3092\u884c\u3044\u3001\u516c\u5171\u4ea4\u901a\u306e\u52b9\u7387\u5316\u3092\u56f3\u308b\u3002 4. \u30d8\u30eb\u30b9\u30b1\u30a2\uff1a\u96fb\u5b50\u30ab\u30eb\u30c6\u3084\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u7aef\u672b\u306e\u751f\u4f53\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u60a3\u8005\u306e\u5065\u5eb7\u30ea\u30b9\u30af\u3092\u65e9\u671f\u306b\u767a\u898b\u3057\u3001\u500b\u5225\u5316\u533b\u7642\u3092\u5b9f\u73fe\u3059\u308b\u3002 5. \u91d1\u878d\uff0f\u30ea\u30b9\u30af\u7ba1\u7406\uff1aSNS\u3084\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306a\u3069\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u5e02\u5834\u306e\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u3092\u628a\u63e1\u3057\u3066\u6295\u8cc7\u6226\u7565\u3084\u30af\u30ec\u30b8\u30c3\u30c8\u30ea\u30b9\u30af\u8a55\u4fa1\u306b\u6d3b\u7528\u3059\u308b\u3002<\/p>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u5229\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u69cb\u7bc9\uff08Hadoop\u3001Spark\u3001NoSQL\u306a\u3069\uff09\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u8a2d\u8a08\u3001\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9069\u7528\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u6280\u8853\u30fb\u7d44\u7e54\u4f53\u5236\u304c\u5fc5\u8981\u3067\u3059\u3002\u4eca\u5f8c\u3082IoT\u306e\u3055\u3089\u306b\u5e83\u7bc4\u306a\u666e\u53ca\u30845G\u901a\u4fe1\u7db2\u306e\u6574\u5099\u304c\u9032\u3080\u3053\u3068\u3067\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u307e\u3059\u307e\u3059\u4f01\u696d\u3084\u81ea\u6cbb\u4f53\u3001\u7814\u7a76\u6a5f\u95a2\u306e\u7af6\u4e89\u529b\u30fb\u8ab2\u984c\u89e3\u6c7a\u529b\u3092\u5de6\u53f3\u3059\u308b\u9375\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u53c2\u8003\u6587\u732e\u30fbWeb\u30da\u30fc\u30b8\uff08\u65e5\u672c\u8a9e\uff09 1. \u7dcf\u52d9\u7701 \u300c\u5e73\u621030\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d URL: <a href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/h30\/index.html\">https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/h30\/index.html<\/a> 2. \u7d4c\u6e08\u7523\u696d\u7701 \u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30fbIoT\u300d URL: <a href=\"https:\/\/www.meti.go.jp\/policy\/it_policy\/bigdata_iot.html\">https:\/\/www.meti.go.jp\/policy\/it_policy\/bigdata_iot.html<\/a> 3. IPA\uff08\u72ec\u7acb\u884c\u653f\u6cd5\u4eba \u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\uff09 \u300c\u7523\u696d\u754c\u306b\u304a\u3051\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6d3b\u7528\u52d5\u5411\u300d URL: <a href=\"https:\/\/www.ipa.go.jp\/files\/000061625.pdf\">https:\/\/www.ipa.go.jp\/files\/000061625.pdf<\/a> 4. \u65e5\u672c\u30a2\u30a4\u30fb\u30d3\u30fc\u30fb\u30a8\u30e0\u682a\u5f0f\u4f1a\u793e \u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6d3b\u7528\u5165\u9580\u300d URL: <a href=\"https:\/\/www.ibm.com\/jp-ja\/analytics\/big-data-analytics\">https:\/\/www.ibm.com\/jp-ja\/analytics\/big-data-analytics<\/a> 5. NTT\u30c7\u30fc\u30bf \u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6d3b\u7528\u30b5\u30fc\u30d3\u30b9\u300d URL: <a href=\"https:\/\/www.nttdata.com\/jp\/ja\/service\/bigdata\/\">https:\/\/www.nttdata.com\/jp\/ja\/service\/bigdata\/<\/a> 6. ITmedia \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u304b\u300d URL: <a href=\"https:\/\/www.itmedia.co.jp\/enterprise\/articles\/1902\/05\/news013.html\">https:\/\/www.itmedia.co.jp\/enterprise\/articles\/1902\/05\/news013.html<\/a> 7. \u65e5\u7d4c xTECH \u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9\u3068\u305d\u306e\u6d3b\u7528\u300d URL: <a href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/00138\/00001\/\">https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/00138\/00001\/<\/a><\/p>\n<p><a href=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105.png\" rel=\"attachment wp-att-52919\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"52919\" data-permalink=\"https:\/\/wordpress.realcollector.jp\/blog\/?attachment_id=52919\" data-orig-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105.png\" data-orig-size=\"512,512\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"current_stablediffusion_api_response\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105-300x300.png\" data-large-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105.png\" src=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105.png\" alt=\"\" title=\"current_stablediffusion_api_response-105-png\" width=\"1024\" height=\"1024\" class=\"alignnone size-full wp-image-52919\" srcset=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105.png 512w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105-300x300.png 300w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-105-150x150.png 150w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\uff08Big Data\uff09\u3068\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u624b\u6cd5\u3084\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u53ce\u96c6\u30fb\u4fdd\u5b58\u30fb\u5206\u6790\u304c\u56f0\u96e3\u3060\u3063\u305f\u307b\u3069\u300c\u5927\u91cf\uff08Volume\uff09\u300d\u300c\u9ad8\u901f\uff08Velocity\uff09\u300d\u300c\u591a\u69d8\uff08Variety\uff09\u300d\u3068\u3044\u3063\u305f\u7279\u6027\u3092\u6301\u3064\u30c7\u30fc\u30bf\u7fa4\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[10942],"tags":[11205,2718,11206,11203,11204],"class_list":["post-52918","post","type-post","status-publish","format-standard","hentry","category-o4-mini","tag-11205","tag-2718","tag-11206","tag-11203","tag-11204"],"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/52918","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=52918"}],"version-history":[{"count":1,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/52918\/revisions"}],"predecessor-version":[{"id":52920,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/52918\/revisions\/52920"}],"wp:attachment":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=52918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=52918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=52918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}