{"id":3722,"date":"2018-08-02T15:35:11","date_gmt":"2018-08-02T15:35:11","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=3722"},"modified":"2019-09-24T10:34:10","modified_gmt":"2019-09-24T10:34:10","slug":"how-data-can-build-smart-cities-of-the-future","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/","title":{"rendered":"\u672a\u6765\u306e\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f19e2f95dbe\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f19e2f95dbe\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/#Combining_Data_With_Context\" title=\"\u30c7\u30fc\u30bf\u3068\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u306e\u878d\u5408\">\u30c7\u30fc\u30bf\u3068\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u306e\u878d\u5408<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/#Data_Sharing_Could_Present_New_Opportunities\" title=\"\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u65b0\u305f\u306a\u53ef\u80fd\u6027\u304c\u751f\u307e\u308c\u308b\">\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u65b0\u305f\u306a\u53ef\u80fd\u6027\u304c\u751f\u307e\u308c\u308b<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/#Open_Data_and_Smart_Cities\" title=\"\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3068\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\">\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3068\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/#Data_as_Fuel_to_the_Economy\" title=\"\u7d4c\u6e08\u306e\u71c3\u6599\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf\">\u7d4c\u6e08\u306e\u71c3\u6599\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/#Data_Could_Improve_Safety\" title=\"\u5b89\u5168\u6027\u5411\u4e0a\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\">\u5b89\u5168\u6027\u5411\u4e0a\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/#Data_and_Smart_Cities_A_Promising_and_Essential_Combination\" title=\"\u30c7\u30fc\u30bf\u3068\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3002\u6709\u671b\u304b\u3064\u4e0d\u53ef\u6b20\u306a\u7d44\u307f\u5408\u308f\u305b\">\u30c7\u30fc\u30bf\u3068\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3002\u6709\u671b\u304b\u3064\u4e0d\u53ef\u6b20\u306a\u7d44\u307f\u5408\u308f\u305b<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u73fe\u5728\u3001\u90fd\u5e02\u8a08\u753b\u8005\u306f\u3001\u4f4f\u5b85\u306e\u52d5\u5411\u3001\u4ea4\u901a\u6a5f\u95a2\u306e\u5229\u7528\u72b6\u6cc1\u3001\u6700\u3082\u983b\u7e41\u306b\u5229\u7528\u3055\u308c\u308b\u30a8\u30ea\u30a2\u306a\u3069\u3092\u77e5\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u5168\u4f53\u306e\u57fa\u76e4\u3068\u306a\u308b\u306e\u306f <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis?utm_source=Blog_SmartCities\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a> \u3084IoT\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u304c\u3001\u5e02\u6c11\u3068\u305d\u306e\u30cb\u30fc\u30ba\u306b\u95a2\u3059\u308b\u610f\u601d\u6c7a\u5b9a\u3092\u5f79\u4eba\u304c\u884c\u3046\u305f\u3081\u306e\u4e3b\u8981\u306a\u8981\u7d20\u3068\u306a\u308b\u65e5\u3082\u305d\u3046\u9060\u304f\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u3002\u3059\u3067\u306b\u305d\u3046\u306a\u3063\u3066\u3044\u308b\u3068\u3053\u308d\u3082\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3068\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306e\u95a2\u9023\u6027\u306f\u65e5\u306b\u65e5\u306b\u5f37\u307e\u308a\u3001\u30b9\u30de\u30fc\u30c8\u306a\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u5b89\u5168\u3067\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u90fd\u5e02\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Combining_Data_With_Context\"><\/span>\u30c7\u30fc\u30bf\u3068\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u306e\u878d\u5408<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u73fe\u4ee3\u793e\u4f1a\u306b\u306f\u6975\u3081\u3066\u5805\u7262\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u7d71\u8a08\u306e\u5b8c\u5168\u306a\u610f\u5473\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u6587\u8108\u3092\u63d0\u4f9b\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u3042\u308b\u65e5\u306b\u9a12\u97f3\u30bb\u30f3\u30b5\u30fc\u304c\u7570\u5e38\u306a\u97f3\u91cf\u3092\u793a\u3057\u3066\u3044\u305f\u3068\u3057\u3066\u3082\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u89e3\u6790\u306b\u3088\u3063\u3066\u3001\u4ee5\u524d\u306f\u3053\u308c\u307b\u3069\u6975\u7aef\u306a\u9a12\u97f3\u554f\u984c\u306f\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u305d\u306e\u97f3\u304c\u5e02\u6c11\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u306e\u304b\u3001\u307e\u305f\u3001\u305d\u306e\u97f3\u304c\u5e02\u6c11\u306e\u751f\u6d3b\u306b\u3069\u306e\u3088\u3046\u306a\u60aa\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u306e\u304b\u3001\u5e02\u6c11\u304c\u610f\u898b\u3092\u8ff0\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3057\u306a\u3044\u9650\u308a\u3001\u5e02\u306e\u62c5\u5f53\u8005\u306f\u305d\u308c\u3092\u3069\u3046\u3084\u3063\u3066\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u7d71\u8a08\u7684\u6d1e\u5bdf\u3068\u6587\u8108\u3092\u878d\u5408\u3055\u305b\u308b\u6280\u8853 <a href=\"https:\/\/www.theguardian.com\/science\/political-science\/2018\/apr\/18\/smart-cities-need-thick-data-not-big-data\">\u307e\u3068\u3081\u3066\u6fc3\u3044\u30c7\u30fc\u30bf\u306b\u306a\u308b<\/a>.<\/p>\n<p><strong>\u30d0\u30eb\u30bb\u30ed\u30ca\u306e\u30bd\u30eb\u5e83\u5834\u306e\u4f4f\u6c11\u306f\u30012017\u5e74\u306b\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f7f\u3063\u3066\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u5909\u5316\u3092\u8d77\u3053\u305d\u3046\u3068\u3057\u3066\u3044\u308b\u6d3b\u52d5\u5bb6\u306b\u58f0\u3092\u304b\u3051\u3089\u308c\u307e\u3057\u305f\u3002<\/strong> \u3068\u984c\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u53c2\u52a0\u8005\u3092\u52df\u96c6\u3057\u3066\u3044\u307e\u3057\u305f\u3002 <a href=\"http:\/\/making-sense.eu\/campaigns\/placa-del-sol\/\">Making Sense<\/a>\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u6b27\u5dde\u59d4\u54e1\u4f1a\u306e\u8cc7\u91d1\u63f4\u52a9\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u76ee\u7684\u306f\u3001\u4eba\u3005\u306b\u9a12\u97f3\u30bb\u30f3\u30b5\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u3001\u81ea\u5206\u306e\u4f4f\u3093\u3067\u3044\u308b\u5730\u57df\u306e\u9a12\u97f3\u30ec\u30d9\u30eb\u3092\u6e2c\u5b9a\u3057\u3066\u3082\u3089\u3044\u3001\u305d\u306e\u6e2c\u5b9a\u5024\u3092\u5b9a\u3081\u3089\u308c\u305f\u8a31\u5bb9\u30ec\u30d9\u30eb\u3068\u6bd4\u8f03\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5e02\u306e\u4ee3\u8868\u8005\u306b\u6539\u5584\u3092\u6c42\u3081\u308b\u5727\u529b\u3092\u304b\u3051\u308b\u3053\u3068\u3067\u3057\u305f\u3002\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53c2\u52a0\u3057\u305f\u6570\u5341\u4eba\u306e\u4eba\u3005\u306f\u3001\u5b9a\u671f\u7684\u306b\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u30b9\u30da\u30fc\u30b9\u3067\u9854\u3092\u5408\u308f\u305b\u3001\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u89e3\u6c7a\u7b56\u3092\u8b1b\u3058\u308b\u304b\u3092\u5171\u540c\u3067\u8003\u3048\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u9a12\u97f3\u554f\u984c\u306f\u3001\u500b\u4eba\u306e\u5bb6\u3067\u306e\u4e0d\u5e73\u4e0d\u6e80\u3067\u306f\u306a\u304f\u3001\u30b0\u30eb\u30fc\u30d7\u3068\u3057\u3066\u306e\u95a2\u5fc3\u4e8b\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u96c6\u3081\u3089\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u554f\u984c\u3092\u6e2c\u5b9a\u30fb\u5206\u6790\u3057\u3001\u8ce2\u660e\u306a\u89e3\u6c7a\u7b56\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_Sharing_Could_Present_New_Opportunities\"><\/span>\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u65b0\u305f\u306a\u53ef\u80fd\u6027\u304c\u751f\u307e\u308c\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u90fd\u5e02\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u5206\u6790\u3059\u308b\u4eba\u306e\u4e2d\u306b\u306f\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u304c\u4ed6\u306e\u90fd\u5e02\u306e\u95a2\u4fc2\u8005\u3068\u60c5\u5831\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u3001\u76ee\u6a19\u9054\u6210\u304c\u683c\u6bb5\u306b\u5bb9\u6613\u306b\u306a\u308b\u3068\u6307\u6458\u3059\u308b\u4eba\u3082\u3044\u307e\u3059\u3002\u305d\u3046\u3059\u308c\u3070\u3001\u81ea\u5206\u305f\u3061\u304c\u3084\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3046\u307e\u304f\u3044\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u4ed6\u306e\u90fd\u5e02\u304c\u512a\u308c\u305f\u65b9\u6cd5\u3092\u7de8\u307f\u51fa\u3057\u3066\u3044\u308b\u306e\u304b\u304c\u308f\u304b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u30012018\u5e743\u6708\u306bThe Alliance for Telecommunications Industry Solutions\uff08ATIS\uff09\u304c\u767a\u8868\u3057\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u95a2\u308f\u308b\u958b\u767a\u306b\u3088\u3063\u3066\u3001\u3088\u308a\u5bb9\u6613\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u60c5\u5831\u306f\u3001\u90fd\u5e02\u304c\u30c7\u30fc\u30bf\u5171\u6709\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u767a\u5c55\u3055\u305b\u3001\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09\u306e\u5b89\u5168\u306a\u8ee2\u9001\u3092\u4fc3\u9032\u3059\u308b\u65b9\u6cd5\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.prnewswire.com\/news-releases\/new-smart-cities-data-sharing-framework-helps-cities-develop-a-robust-and-secure-data-sharing-ecosystem-300606130.html\">\u4fe1\u983c\u3067\u304d\u308b\u5f53\u4e8b\u8005\u9593\u306e\u30c7\u30fc\u30bf<\/a>.\u3053\u308c\u306f\u3001ATIS\u306e\u4ee3\u8868\u8005\u304c\u3001\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u3068\u53ce\u76ca\u5316\u306e\u65b9\u6cd5\u3092\u6a21\u7d22\u3059\u308b\u3088\u3046\u3001\u90fd\u5e02\u306e\u4ee3\u8868\u8005\u306b\u50cd\u304d\u304b\u3051\u308b\u5e83\u7bc4\u306a\u53d6\u308a\u7d44\u307f\u306e\u4e00\u74b0\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Open_Data_and_Smart_Cities\"><\/span>\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3068\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3042\u308b\u7a2e\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306f\u3001\u8a31\u53ef\u3055\u308c\u305f\u62c5\u5f53\u8005\u306e\u307f\u304c\u95b2\u89a7\u3067\u304d\u308b\u3088\u3046\u306b\u5b89\u5168\u306b\u4fdd\u7ba1\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u90fd\u5e02\u3067\u306f\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3092\u5b9f\u9a13\u7684\u306b\u5c0e\u5165\u3057\u3066\u3044\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3068\u306f\u3001\u305d\u306e\u540d\u306e\u901a\u308a\u3001\u5236\u9650\u306a\u304f\u8ab0\u3082\u304c\u898b\u305f\u308a\u4f7f\u3063\u305f\u308a\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><strong>\u30ed\u30f3\u30c9\u30f3\u653f\u5e9c\u306f\u3001\u30ed\u30f3\u30c9\u30f3\u4ea4\u901a\u5c40\uff08Transport For London: TfL\uff09\u306e\u30c7\u30fc\u30bf\u306b\u95a2\u3059\u308b80\u4ee5\u4e0a\u306e\u30aa\u30fc\u30d7\u30f3\u30d5\u30a3\u30fc\u30c9\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3092\u53d7\u3051\u3066\u3001\u958b\u767a\u8005\u306f600\u4ee5\u4e0a\u306e\u30a2\u30d7\u30ea\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8ffd\u52a0\u3057\u305f\u3068\u3044\u3046\u3002 <a href=\"http:\/\/www.itpro.co.uk\/smart-city\/31433\/how-open-data-is-driving-uk-smart-city-innovation\">\u30ed\u30f3\u30c9\u30f3\u5e02\u6c11\u306e42\uff05\u304c\u5229\u7528<\/a>.<\/strong> \u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u306e\u63d0\u4f9b\u3092\u6c7a\u5b9a\u3057\u305f\u3053\u3068\u3067\u3001\u5e02\u306b\u306f\u5927\u304d\u306a\u7d4c\u6e08\u52b9\u679c\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u6559\u80b2\u7684\u306a\u76ee\u7684\u3082\u3042\u308a\u307e\u3059\u3002\u30b3\u30fc\u30c0\u30fc\u3092\u59cb\u3081\u305f\u3070\u304b\u308a\u306e\u4eba\u3084\u5b66\u6821\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u3001\u5b66\u7fd2\u610f\u6b32\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u3053\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30a4\u30ae\u30ea\u30b9\u306e\u30de\u30f3\u30c1\u30a7\u30b9\u30bf\u30fc\u5e02\u8b70\u4f1a\u3067\u3082\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u60c5\u5831\u306e\u9700\u8981\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3001\u5185\u5bb9\u306b\u4fa1\u5024\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306a\u3069\u306e\u57fa\u6e96\u3067\u691c\u8a0e\u3057\u305f\u4e0a\u3067\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_as_Fuel_to_the_Economy\"><\/span>\u7d4c\u6e08\u306e\u71c3\u6599\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u90fd\u5e02\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u91cd\u8981\u6027\u304c\u9ad8\u307e\u308b\u4e2d\u3001\u90fd\u5e02\u8a08\u753b\u8005\u306e\u30cb\u30fc\u30ba\u3084\u8ab2\u984c\u3092\u3044\u304b\u306b\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u304b\u3092\u8003\u3048\u308b\u3001\u5148\u898b\u6027\u306e\u3042\u308b\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306b\u306f\u30d3\u30b8\u30cd\u30b9\u30c1\u30e3\u30f3\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u3046\u3061\u306e\u4e00\u3064\u306f <strong>\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u306e\u30b3\u30f3\u30dd\u30ed\u30b8\u30fc\u3068\u3044\u3046\u4f1a\u793e<\/strong>. <strong>\u5e02\u304c\u6240\u6709\u3059\u308b\u30b4\u30df\u53ce\u96c6\u5bb9\u5668\u306b\u8a2d\u7f6e\u3055\u308c\u305fIoT\u30bb\u30f3\u30b5\u30fc\u3067\u6e80\u676f\u5ea6\u3092\u691c\u77e5\u3057\u3001\u30b4\u30df\u53ce\u96c6\u8eca\u306e\u4f1a\u793e\u306b\u7a7a\u306b\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u77e5\u3089\u305b\u308b\u3082\u306e\u3067\u3059\u3002<\/strong><\/p>\n<p>\u30b3\u30f3\u30dd\u30ed\u30b8\u30fc\u793e\u306b\u3088\u308b\u3068\u3001\u3053\u306e\u3088\u3046\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f <a href=\"http:\/\/www.govtech.com\/civic\/Smart-Garbage-Startup-Cuts-City-Trash-Costs-by-40-Percent.html\">\u5ec3\u68c4\u7269\u51e6\u7406\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u306b\u3064\u306a\u304c\u308b<\/a> \u309240\uff05\u524a\u6e1b\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u540c\u793e\u306f\u65e2\u5b58\u306e\u30b4\u30df\u7bb1\u3092\u4ea4\u63db\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u540c\u793e\u306f\u65e2\u5b58\u306e\u30b4\u30df\u7bb1\u3092\u4ea4\u63db\u3059\u308b\u5fc5\u8981\u306f\u306a\u304f\u3001\u65e2\u5b58\u306e\u30b4\u30df\u7bb1\u306b\u30bb\u30f3\u30b5\u30fc\u3092\u53d6\u308a\u4ed8\u3051\u308b\u3060\u3051\u306a\u306e\u3067\u3001\u5c11\u306a\u3044\u6295\u8cc7\u3067\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001\u305d\u3053\u306b\u306f <strong>Upshift\u3082\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30d3\u30b8\u30cd\u30b9\u3092\u5c55\u958b\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.upshiftcars.com\/\">\u3068\u30ea\u30af\u30a8\u30b9\u30c8\u30d7\u30ea\u30a6\u30b9\u8eca<\/a> \u6700\u77ed\u30671\u6642\u9593\u3067\u5230\u7740\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong> \u53d7\u3051\u53d6\u308a\u6642\u306b\u306f\u3001\u8eca\u306f\u304d\u308c\u3044\u3067\u3001\u30ac\u30bd\u30ea\u30f3\u3082\u6e80\u30bf\u30f3\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306f\u8eca\u3092\u53d7\u3051\u53d6\u308a\u7d42\u3048\u308b\u3068\u3001\u30a2\u30c3\u30d7\u30b7\u30d5\u30c8\u304c\u6307\u5b9a\u3057\u305f\u914d\u9054\u533a\u57df\u306e\u3069\u3053\u304b\u306b\u8eca\u3092\u99d0\u8eca\u3059\u308b\u3060\u3051\u3067\u3088\u3044\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306b\u4f4f\u3080\u4eba\u3005\u304c\u3001\u8eca\u3092\u6240\u6709\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u501f\u308a\u7269\u306e\u8eca\u306b\u4f9d\u5b58\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u4fc3\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002Upshift\u306e\u6700\u5927\u306e\u30bb\u30fc\u30eb\u30b9\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u304c\u81ea\u52d5\u8eca\u4fdd\u967a\u6599\u3068\u540c\u7a0b\u5ea6\u304b\u305d\u308c\u4ee5\u4e0b\u3067\u3042\u308b\u3053\u3068\u3060\u304b\u3089\u3060\u3002<\/p>\n<p>Upshift\u306e\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u306fCompology\u307b\u3069\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3057\u3066\u3044\u306a\u3044\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u6700\u7d42\u7684\u306b\u306f\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u4ee5\u5916\u306e\u5730\u57df\u3078\u306e\u9032\u51fa\u3092\u8a08\u753b\u3059\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u884c\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002\u540c\u793e\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092\u8a2a\u308c\u305f\u4eba\u306f\u3001\u300c\u9032\u51fa\u5148\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u9752\u3044\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u5834\u6240\u306e\u540d\u524d\u3092\u5165\u529b\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u96fb\u5b50\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u5165\u529b\u3059\u308b\u3068\u3001Upshift\u304c\u305d\u306e\u5834\u6240\u306b\u79fb\u8ee2\u3057\u305f\u3068\u304d\u3001\u307e\u305f\u306f\u79fb\u8ee2\u3057\u305f\u5834\u5408\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_Could_Improve_Safety\"><\/span>\u5b89\u5168\u6027\u5411\u4e0a\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3069\u3093\u306a\u306b\u5148\u9032\u7684\u306a\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3067\u3082\u3001\u305d\u306e\u5834\u6240\u3092\u8a55\u4fa1\u3057\u305f\u3068\u304d\u306b\u5b89\u5168\u3060\u3068\u611f\u3058\u3089\u308c\u306a\u3051\u308c\u3070\u3001\u6f5c\u5728\u7684\u306a\u5c45\u4f4f\u8005\u3092\u60f9\u304d\u3064\u3051\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u73fe\u5728\u305d\u3053\u306b\u4f4f\u3093\u3067\u3044\u308b\u4eba\u3082\u3001\u5b89\u5168\u6027\u306e\u554f\u984c\u3067\u751f\u6d3b\u306e\u697d\u3057\u307f\u3084\u5b89\u5fc3\u611f\u304c\u640d\u306a\u308f\u308c\u308c\u3070\u3001\u5f15\u3063\u8d8a\u3057\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306e\u8a08\u753b\u3067\u306f\u3001\u4ea4\u901a\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u3001\u8b66\u5bdf\u5b98\u304c\u7121\u8b00\u306a\u904b\u8ee2\u3092\u3059\u308b\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u6c17\u3065\u304f\u3088\u3046\u306a\u65bd\u7b56\u304c\u591a\u304f\u76db\u308a\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30a4\u30f3\u30c9\u306e\u30b3\u30a4\u30f3\u30d0\u30c8\u30fc\u30eb\u5e02\u306e\u4ee3\u8868\u306f\u3001\u4ee5\u4e0b\u306e\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/timesofindia.indiatimes.com\/city\/coimbatore\/1093-cameras-to-keep-a-watch-on-you-while-you-drive\/articleshow\/64938552.cms\">1,093\u53f0\u306e\u30ab\u30e1\u30e9\u3092\u8cfc\u5165<\/a> \u5168\u9762\u7684\u306a\u76e3\u8996\u306e\u305f\u3081\u306b<\/strong> \u8eca\u306e\u8d70\u884c\u901f\u5ea6\u3092\u8a08\u6e2c\u3059\u308b\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u30ca\u30f3\u30d0\u30fc\u30d7\u30ec\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u691c\u51fa\u3059\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u30b9\u30d4\u30fc\u30c9\u9055\u53cd\u3092\u3057\u3066\u3044\u308b\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u6620\u50cf\u306f\u96c6\u4e2d\u7ba1\u7406\u65bd\u8a2d\u306b\u9001\u3089\u308c\u3001\u9055\u53cd\u3057\u3066\u3044\u308b\u3068\u5224\u65ad\u3055\u308c\u305f\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u306f\u30c1\u30b1\u30c3\u30c8\u304c\u90f5\u9001\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u5f53\u5c40\u306f\u3001\u4ea4\u901a\u9055\u53cd\u3060\u3051\u3067\u306a\u304f\u3001\u72af\u7f6a\u306e\u8a3c\u62e0\u3068\u306a\u308b\u3088\u3046\u306a\u3082\u306e\u3082\u30ab\u30e1\u30e9\u3067\u63a2\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4e00\u90e8\u306e\u6280\u8853\u3067\u306f\u3001\u4fe1\u53f7\u5f85\u3061\u306e\u4ea4\u901a\u91cf\u3092\u6e2c\u5b9a\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u3001\u9069\u5207\u306a\u4ea4\u901a\u306e\u6d41\u308c\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306b\u4fe1\u53f7\u3092\u5909\u66f4\u3059\u308b\u30c8\u30ea\u30ac\u30fc\u3068\u3057\u307e\u3059\u3002<\/p>\n<p><strong>Data from Juniper <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30ea\u30b5\u30fc\u30c1<\/a> indicates that such intelligent traffic systems (ITS) <a href=\"https:\/\/newsroom.intel.com\/wp-content\/uploads\/sites\/11\/2018\/03\/smart-cities-whats-in-it-for-citizens.pdf\">\u304c10\uff05\u30aa\u30d5\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/a> \u5e73\u5747\u901a\u52e4\u6642\u9593\u3067\u3042\u308b74\u5206\u306e<\/strong> \u307e\u305f\u3001\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u4ea4\u901a\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u7dca\u6025\u5bfe\u5fdc\u30c1\u30fc\u30e0\u304c\u6d3b\u52d5\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3082\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u7dca\u6025\u8eca\u4e21\u3092\u512a\u5148\u7684\u306b\u901a\u884c\u3055\u305b\u305f\u308a\u3001\u4e00\u822c\u8eca\u4e21\u3092\u8fc2\u56de\u3055\u305b\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u6551\u6025\u968a\u54e1\u3084\u6d88\u9632\u968a\u54e1\u306a\u3069\u306e\u5fdc\u7b54\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/newsroom.intel.com\/wp-content\/uploads\/sites\/11\/2018\/03\/smart-cities-whats-in-it-for-citizens.pdf\">\u6700\u592750\uff05\u306e\u77ed\u7e2e\u304c\u53ef\u80fd<\/a>.<\/strong> \u3064\u307e\u308a\u3001\u5e02\u6c11\u304c\u906d\u96e3\u3057\u305f\u5834\u5408\u3001\u7406\u8ad6\u7684\u306b\u306f\u751f\u5b58\u306e\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u51f6\u60aa\u72af\u7f6a\u306e\u6e1b\u5c11\u306b\u4f34\u3046\u5b89\u5168\u6027\u306b\u3064\u3044\u3066\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3066\u72af\u7f6a\u3092\u4e8b\u524d\u306b\u4e88\u6e2c\u3059\u308b\u30b9\u30de\u30fc\u30c8\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308a\u3001\u72af\u7f6a\u306e\u767a\u751f\u3092\u672a\u7136\u306b\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/newsroom.intel.com\/wp-content\/uploads\/sites\/11\/2018\/03\/smart-cities-whats-in-it-for-citizens.pdf\">\u6700\u5927300\u4e07\u4ef6\u306e\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8<\/a> \u304c\u6bce\u5e74\u8d77\u3053\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306e\u30c7\u30fc\u30bf\u306f\u3001\u72af\u7f6a\u3084\u4ea4\u901a\u5b89\u5168\u306b\u95a2\u4fc2\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u304c\u90fd\u5e02\u3092\u3088\u308a\u30c7\u30b8\u30bf\u30eb\u306b\u5305\u62ec\u7684\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u3044\u3082\u306e\u306b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3068\u8b70\u8ad6\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u6700\u65b0\u306e\u30e2\u30d0\u30a4\u30eb\u6280\u8853\u3084\u65b0\u6280\u8853\u3068\u9023\u643a\u3057\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u969c\u5bb3\u8005\u306b\u3068\u3063\u3066\u90fd\u5e02\u3092\u3088\u308a\u5b89\u5168\u306a\u7a7a\u9593\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u5efa\u7269\u306e\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u3092\u6700\u65b0\u306e\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/onepointpartitions.com\/design-handicap-accessible-bathroom-2\/\">\u30b3\u30fc\u30c9\u3068\u898f\u5236<\/a>.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_and_Smart_Cities_A_Promising_and_Essential_Combination\"><\/span>\u30c7\u30fc\u30bf\u3068\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3002\u6709\u671b\u304b\u3064\u4e0d\u53ef\u6b20\u306a\u7d44\u307f\u5408\u308f\u305b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3068\u3044\u3063\u3066\u3082\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3067\u304d\u306a\u3051\u308c\u3070\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u60c5\u5831\u306f\u3001\u5e02\u5f53\u5c40\u304c\u91cd\u70b9\u7684\u306b\u53d6\u308a\u7d44\u3080\u3079\u304d\u5206\u91ce\u3092\u9078\u629e\u3057\u305f\u308a\u3001\u6539\u5584\u3059\u3079\u304d\u70b9\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u306f\u307e\u3060\u59cb\u307e\u3063\u305f\u3070\u304b\u308a\u3067\u3059\u304c\u3001\u3059\u3067\u306b\u9032\u3093\u3067\u3044\u308b\u3053\u3068\u3068\u5c06\u6765\u306e\u53ef\u80fd\u6027\u3092\u8003\u3048\u308b\u3068\u3001\u975e\u5e38\u306b\u671f\u5f85\u304c\u6301\u3066\u307e\u3059\u3002<\/p>\n<p>&#8212;-<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u306b\u76f8\u8ac7\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304b\uff1f5,000\u4eba\u4ee5\u4e0a\u306e\u5c02\u9580\u5bb6\u306e\u4e2d\u304b\u3089 <a href=\"https:\/\/www.kolabtree.com\/?utm_source=Blog_SmartCities\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u79d1\u5b66\u8005<\/a> \u3092Kolabtree\u306b\u63b2\u8f09\u3057\u307e\u3057\u305f\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Urban planners currently depend on data to learn about housing trends, transportation habits, the most frequently used areas and more. Entire smart cities are based on data science and IoT. It won\u2019t be long before data is the primary element that helps officials make decisions about citizens and their needs. In some places, that\u2019s already happening. The link between data and smart cities is getting stronger by the day, allowing us to build cities that are not just smart but safer and friendlier. Combining Data With Context Although modern society has some extremely robust big data platforms, they often fail to provide the context needed to determine the full meaning<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":42,"featured_media":3991,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398,247,433],"tags":[119,175,428],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Data Can Build Smart Cities of the Future - The Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"The link between data and smart cities: How big data can help build intelligent cities that are safe, friendly and healthy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Data Can Build Smart Cities of the Future\" \/>\n<meta property=\"og:description\" content=\"The link between data and smart cities: How big data can help build intelligent cities that are safe, friendly and healthy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-data-can-build-smart-cities-of-the-future\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2018-08-02T15:35:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-09-24T10:34:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/08\/new-york-city-336475_1280.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"853\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nathan Sykes\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nathan Sykes\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"7\u5206\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How Data Can Build Smart Cities of the Future - 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