{"id":5418,"date":"2024-09-06T18:34:19","date_gmt":"2024-09-06T09:34:19","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=5418"},"modified":"2024-09-06T18:35:48","modified_gmt":"2024-09-06T09:35:48","slug":"bigdata-2","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/bigdata-2\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u672a\u6765\uff1a\u57fa\u672c\u6982\u5ff5\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u307e\u3067\u3001\u305d\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308b"},"content":{"rendered":"\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u304b\u3001\u30d3\u30b8\u30cd\u30b9\u3067\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u308b\u306e\u304b\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u6700\u65b0\u6280\u8853\u3068\u306e\u95a2\u4fc2\u3001\u305d\u3057\u3066\u672a\u6765\u306e\u5c55\u671b\u307e\u3067\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6f5c\u5728\u529b\u3068\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u7406\u89e3\u3057\u3001\u6210\u9577\u6226\u7565\u306b\u5f79\u7acb\u3066\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n<h2>\u5c0e\u5165<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf<\/strong>\u306f\u3001\u73fe\u4ee3\u793e\u4f1a\u3092\u5f62\u4f5c\u308b\u91cd\u8981\u306a\u8981\u7d20\u306e\u4e00\u3064\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u751f\u6d3b\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u5834\u9762\u3067\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u3001\u305d\u306e\u6d3b\u7528\u304c\u6025\u901f\u306b\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u4f01\u696d\u306f\u3001\u9867\u5ba2\u306e\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u3084\u5e02\u5834\u30c8\u30ec\u30f3\u30c9\u3092\u628a\u63e1\u3057\u3001\u3088\u308a\u7684\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306b\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6ce8\u76ee\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u57fa\u672c\u7684\u306a\u6982\u5ff5\u304b\u3089\u3001\u305d\u306e\u5fdc\u7528\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u5c06\u6765\u306e\u5c55\u671b\u307e\u3067\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6f5c\u5728\u529b\u3068\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u65b0\u305f\u306a\u6210\u9577\u6226\u7565\u3092\u63cf\u304d\u3001\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u78ba\u7acb\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/p>\r\n<p><!-- notionvc: bb20e53a-6287-4800-9e8b-0448bf4c0c3a --><\/p>\n\n<h2>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\uff1f<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u304b<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u3001<strong>\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u51e6\u7406\u304c\u56f0\u96e3\u306a\u307b\u3069\u3001\u5927\u91cf\u304b\u3064\u591a\u69d8\u306a\u30c7\u30fc\u30bf<\/strong>\u3092\u6307\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u53ce\u96c6\u3001\u4fdd\u7ba1\u3001\u5206\u6790\u3057\u3001\u65b0\u305f\u306a\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u305f\u3081\u306e\u6280\u8853\u3084\u624b\u6cd5\u3092\u5305\u62ec\u7684\u306b\u8868\u3059\u8a00\u8449\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4f8b\u3048\u3070\u3001EC\u30b5\u30a4\u30c8\u306b\u304a\u3051\u308b\u8cfc\u8cb7\u5c65\u6b74\u3001SNS\u4e0a\u306e\u6295\u7a3f\u3001IoT\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u53ce\u96c6\u3055\u308c\u308b\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u306a\u3069\u3001\u69d8\u3005\u306a\u5f62\u614b\u306e\u30c7\u30fc\u30bf\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3001\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u3084\u5e02\u5834\u52d5\u5411\u3068\u3044\u3063\u305f\u3001\u3053\u308c\u307e\u3067\u898b\u3048\u306a\u304b\u3063\u305f\u60c5\u5831\uff08\u30a4\u30f3\u30b5\u30a4\u30c8\uff09\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u91cd\u8981\u306a\u7406\u7531<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066<strong>\u6226\u7565\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u5f37\u529b\u306a\u30c4\u30fc\u30eb<\/strong>\u3067\u3059\u3002\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u30a4\u30f3\u30b5\u30a4\u30c8\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306e\u6700\u9069\u5316\u3001\u65b0\u88fd\u54c1\u958b\u767a\u3001\u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a\u3001\u696d\u52d9\u52b9\u7387\u5316\u306a\u3069\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u3042\u3089\u3086\u308b\u5834\u9762\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u8cfc\u8cb7\u5c65\u6b74\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u65bd\u7b56\u3092\u5c55\u958b\u3057\u305f\u308a\u3001\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u5546\u54c1\u958b\u767a\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u4f01\u696d\u304c\u7af6\u4e89\u529b\u3092\u5f37\u5316\u3057\u3001\u6301\u7d9a\u7684\u306a\u6210\u9577\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\r\n<p><!-- notionvc: 8f2f6dad-877d-45c2-adf9-f52a648ba804 --><\/p>\n\n<h2>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u8ab2\u984c<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u306f\u3001\u4f01\u696d\u306b\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a:<\/strong> \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308a\u3001\u3088\u308a\u6b63\u78ba\u3067\u8fc5\u901f\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u696d\u52d9\u52b9\u7387\u5316:<\/strong> \u52b9\u7387\u7684\u306a\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3092\u69cb\u7bc9\u3057\u3001\u4eba\u6750\u3084\u6642\u9593\u306e\u7121\u99c4\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u65b0\u305f\u306a\u30d3\u30b8\u30cd\u30b9\u6a5f\u4f1a\u306e\u5275\u51fa:<\/strong> \u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u3092\u7684\u78ba\u306b\u6349\u3048\u3001\u65b0\u305f\u306a\u5546\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30b3\u30b9\u30c8\u524a\u6e1b:<\/strong> \u8cc7\u6e90\u306e\u6700\u9069\u5316\u3084\u7121\u99c4\u306e\u524a\u6e1b\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/span><span style=\"font-family: arial, helvetica, sans-serif\"><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/09\/napkin-selection-4-1-300x200.png\" alt=\"\" width=\"242\" height=\"161\" class=\"wp-image-5423 aligncenter\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/09\/napkin-selection-4-1-300x200.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/09\/napkin-selection-4-1-1024x684.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/09\/napkin-selection-4-1-768x513.png 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/09\/napkin-selection-4-1.png 1368w\" sizes=\"(max-width: 242px) 100vw, 242px\" \/><\/span><\/li>\r\n<\/ul>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3:<\/strong> \u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306b\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3068\u4fe1\u983c\u6027:<\/strong> \u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u304c\u4f4e\u3044\u5834\u5408\u3001\u5206\u6790\u7d50\u679c\u306e\u4fe1\u983c\u6027\u304c\u640d\u306a\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5c02\u9580\u4eba\u6750\u4e0d\u8db3:<\/strong> \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u4eba\u6750\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30b7\u30b9\u30c6\u30e0\u5c0e\u5165\u30b3\u30b9\u30c8:<\/strong> \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u306b\u306f\u3001\u521d\u671f\u8cbb\u7528\u3084\u904b\u7528\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/span><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: d0ff0e2b-6b59-4713-9601-c724420b3352 --><\/p>\n\n<h2>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306e\u624b\u6cd5<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u53ce\u96c6\u3068\u7ba1\u7406\u306e\u30d7\u30ed\u30bb\u30b9<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u306b\u306f\u3001\u307e\u305a<strong>\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u7ba1\u7406<\/strong>\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3084\u5206\u6563\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u7684\u306b\u4fdd\u7ba1\u30fb\u7ba1\u7406\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u5834\u6240\u3068\u3057\u3066\u67d4\u8edf\u6027\u3068\u62e1\u5f35\u6027\u3092\u63d0\u4f9b\u3057\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4f4e\u30b3\u30b9\u30c8\u3067\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u5206\u6563\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3059\u308b\u3053\u3068\u3067\u3001\u51e6\u7406\u901f\u5ea6\u3068\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790\u624b\u6cd5<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6280\u8853\u306e\u4e00\u3064\u306b\u3001<strong>\u6a5f\u68b0\u5b66\u7fd2<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u81ea\u52d5\u7684\u306b\u5b66\u7fd2\u3057\u3001\u4e88\u6e2c\u3084\u5206\u985e\u3092\u884c\u3046\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u305f\u6280\u8853\u3067\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u8cfc\u8cb7\u5c65\u6b74\u304b\u3089\u5c06\u6765\u306e\u8cfc\u8cb7\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u305f\u308a\u3001\u4e0d\u6b63\u5229\u7528\u3092\u691c\u77e5\u3057\u305f\u308a\u3068\u3044\u3063\u305f\u7528\u9014\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u6280\u8853\u3068\u5bc6\u63a5\u306b\u95a2\u9023\u3057\u3066\u304a\u308a\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306e\u6d3b\u7528<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u53ef\u8996\u5316<\/strong>\u306f\u3001\u8907\u96d1\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u30b0\u30e9\u30d5\u3084\u30c1\u30e3\u30fc\u30c8\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306a\u3069\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u304b\u3089\u91cd\u8981\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u76f4\u611f\u7684\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u304c\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u8fc5\u901f\u306b\u884c\u3046\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><!-- notionvc: 5327f587-d732-47d1-ac1f-1673cc498ab9 --><\/p>\n\n<h2>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5177\u4f53\u7684\u306a\u5fdc\u7528\u4e8b\u4f8b<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u9867\u5ba2\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u5f37\u5316<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001<strong>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5206\u91ce<\/strong>\u306b\u304a\u3044\u3066\u3001\u9867\u5ba2\u306e\u884c\u52d5\u3092\u6df1\u304f\u7406\u89e3\u3057\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u65bd\u7b56\u3092\u5c55\u958b\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u8cfc\u8cb7\u5c65\u6b74\u3084\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u95b2\u89a7\u5c65\u6b74\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u3084\u55dc\u597d\u3092\u628a\u63e1\u3057\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u914d\u4fe1\u3084\u5546\u54c1\u63a8\u85a6\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u9867\u5ba2\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u5411\u4e0a\u3068\u58f2\u4e0a\u5897\u52a0\u306b\u7e4b\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u533b\u7642\u3068\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u533b\u7642\u5206\u91ce<\/strong>\u3067\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u60a3\u8005\u306e\u5065\u5eb7\u72b6\u614b\u306e\u6539\u5584\u3084\u533b\u7642\u30b5\u30fc\u30d3\u30b9\u306e\u8cea\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u96fb\u5b50\u30ab\u30eb\u30c6\u3084\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u60a3\u8005\u306e\u75c5\u72b6\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u6cbb\u7642\u6cd5\u3092\u9078\u629e\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u75be\u75c5\u306e\u4e88\u9632\u3084\u500b\u5225\u5316\u533b\u7642\u306e\u63a8\u9032\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3068\u90fd\u5e02\u8a08\u753b<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u90fd\u5e02\u8a08\u753b<\/strong>\u306b\u304a\u3044\u3066\u3082\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4ea4\u901a\u30c7\u30fc\u30bf\u3001\u6c17\u8c61\u30c7\u30fc\u30bf\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u30c7\u30fc\u30bf\u306a\u3069\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u90fd\u5e02\u306e\u30a4\u30f3\u30d5\u30e9\u6574\u5099\u3084\u4ea4\u901a\u7ba1\u7406\u3001\u74b0\u5883\u554f\u984c\u306e\u89e3\u6c7a\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001\u3088\u308a\u5b89\u5168\u3067\u5feb\u9069\u306a\u90fd\u5e02\u74b0\u5883\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><!-- notionvc: 4d5f659a-27be-45ef-bfa1-6fd39b3d07f6 --><\/p>\n\n<h2>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u4eca\u5f8c\u306e\u5c55\u671b<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">AI\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u878d\u5408<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09<\/strong>\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u878d\u5408\u306f\u3001\u4eca\u5f8c\u307e\u3059\u307e\u3059\u52a0\u901f\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002AI\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u51fa\u3057\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u5206\u6790\u3084\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u81ea\u52d5\u5316\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u3055\u3089\u306b\u8fc5\u901f\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">IoT\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u76f8\u4e92\u4f5c\u7528<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>IoT\uff08Internet of Things\uff09<\/strong>\u6280\u8853\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u69d8\u3005\u306a\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3001\u7523\u696d\u3084\u90fd\u5e02\u306e\u52b9\u7387\u5316\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4f8b\u3048\u3070\u3001\u5de5\u5834\u306e\u751f\u7523\u30e9\u30a4\u30f3\u306b\u304a\u3051\u308b\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308a\u3001\u8a2d\u5099\u306e\u6545\u969c\u3092\u4e88\u6e2c\u3057\u305f\u308a\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u91cf\u3092\u6700\u9069\u5316\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p><!-- notionvc: fa3564c4-20c9-4c44-b951-55fe730dd6b3 --><\/p>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<p><span style=\"font-family: arial, helvetica, 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