{"id":3480,"date":"2018-06-19T15:15:56","date_gmt":"2018-06-19T15:15:56","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=3480"},"modified":"2018-08-28T15:44:37","modified_gmt":"2018-08-28T15:44:37","slug":"the-data-behind-self-driving-cars","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/","title":{"rendered":"\u81ea\u52d5\u904b\u8ee2\u8eca\u306e\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066"},"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-6a69f69329fa0\" 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-6a69f69329fa0\"><\/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\/the-data-behind-self-driving-cars\/#The_Relationship_Between_Self-Driving_Vehicles_and_Data\" title=\"\u81ea\u52d5\u904b\u8ee2\u8eca\u3068\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\">\u81ea\u52d5\u904b\u8ee2\u8eca\u3068\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/#How_Self-Driving_Vehicles_Utilize_Data\" title=\"\u81ea\u52d5\u904b\u8ee2\u8eca\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u6cd5\">\u81ea\u52d5\u904b\u8ee2\u8eca\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u6cd5<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/#Operational_Testing_and_Deployment_Data\" title=\"\u904b\u7528\u30c6\u30b9\u30c8\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\">\u904b\u7528\u30c6\u30b9\u30c8\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/#Enter_Privacy_and_Security\" title=\"\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5165\u529b\u3059\u308b\">\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5165\u529b\u3059\u308b<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u79c1\u305f\u3061\u306e\u672a\u6765\u306b\u306f\u3001\u7a7a\u98db\u3076\u81ea\u52d5\u8eca\u304c\u5b58\u5728\u3059\u308b\u3068\u8003\u3048\u3089\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u305d\u308c\u306f\u3044\u3064\u304b\u73fe\u5b9f\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u4eca\u65e5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u53ef\u80fd\u6027\u306f\u3042\u308a\u307e\u3059\u3002\u771f\u306e\u610f\u5473\u3067\u306e\u81ea\u5f8b\u8d70\u884c\u8eca\u3001\u81ea\u52d5\u904b\u8ee2\u8eca\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u306f <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/artificial-intelligence?utm_source=Blog_SelfDrivingCars\">AI<\/a> \u304c\u4e16\u754c\u3092\u5e2d\u5dfb\u3057\u59cb\u3081\u3066\u3044\u308b\u4eca\u3001\u305d\u308c\u304c\u73fe\u5b9f\u306b\u306a\u308b\u65e5\u3082\u8fd1\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u6280\u8853\u7684\u306b\u306f\u5b58\u5728\u3057\u3001\u591a\u304f\u306e\u4eba\u304c\u81ea\u52d5\u904b\u8ee2\u8eca\u306e\u8a71\u3092\u805e\u3044\u305f\u308a\u3001\u30c7\u30e2\u3092\u898b\u305f\u308a\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u9053\u8def\u304c\u81ea\u52d5\u904b\u8ee2\u8eca\u3067\u57cb\u3081\u5c3d\u304f\u3055\u308c\u308b\u3053\u3068\u3092\u60f3\u50cf\u3059\u308b\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u8eca\u306f\u3001\u79c1\u305f\u3061\u306e\u793e\u4f1a\u306b\u3068\u3063\u3066\u306f\u307e\u3060\u65b0\u3057\u3044\u6982\u5ff5\u3067\u3059\u3002\u91ce\u751f\u306e\u8eca\u304c\u307e\u3060\u5c11\u306a\u3044\u3060\u3051\u3067\u306a\u304f\u3001\u79c1\u305f\u3061\u306f\u307e\u3060\u305d\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3057\u3066\u3044\u307e\u305b\u3093\u3002 <a href=\"https:\/\/www.brookings.edu\/blog\/techtank\/2018\/05\/01\/the-state-of-self-driving-car-laws-across-the-u-s\/\">\u898f\u5236\u4e0a\u306e\u554f\u984c\u70b9\u3068\u6cd5\u5f8b\u4e0a\u306e\u554f\u984c\u70b9<\/a> \u305d\u306e\u5b58\u5728\u3092<\/p>\n<p>\u30c9\u30e9\u30a4\u30d0\u30fc\u30ec\u30b9\u8eca\u4e21\u304c\u4e8b\u6545\u306b\u5dfb\u304d\u8fbc\u307e\u308c\u305f\u308a\u3001\u7269\u7684\u30fb\u4eba\u7684\u306a\u640d\u5bb3\u3092\u4e0e\u3048\u305f\u308a\u3057\u305f\u5834\u5408\u3001\u6cd5\u5f8b\u4e0a\u306e\u904e\u5931\u306f\u8ab0\u306b\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u64cd\u7e26\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u6240\u6709\u8005\u3067\u3057\u3087\u3046\u304b\uff1f\u5f53\u8a72\u8eca\u4e21\u306e\u88fd\u9020\u8005\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u308c\u3068\u3082\u3001\u8eca\u4e21\u306e\u81ea\u5f8b\u6027\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b7\u30b9\u30c6\u30e0\u3092\u7ba1\u7406\u3057\u3066\u3044\u308b\u30d9\u30f3\u30c0\u30fc\u3084\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3057\u3087\u3046\u304b\uff1f\u3053\u306e\u70b9\u306b\u3064\u3044\u3066\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u7d30\u304b\u3044\u70b9\u3092\u6307\u6458\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\u306f\u3001\u307e\u3060\u307e\u3060\u5148\u306e\u8a71\u306b\u306a\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u30a4\u30f3\u30c6\u30eb\u306b\u3088\u308b\u3068\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u30ec\u30b9\u30fb\u30d3\u30fc\u30af\u30eb\u6280\u8853\u306f <a href=\"https:\/\/newsroom.intel.com\/newsroom\/wp-content\/uploads\/sites\/11\/2017\/05\/passenger-economy.pdf\">\u4e16\u754c\u7d4c\u6e08\u306b$7\u5146\u5186\u3092\u3082\u305f\u3089\u3059<\/a> \u4eca\u5f8c\u6570\u5341\u5e74\u306e\u9593\u306b\u3001\u4f55\u767e\u4e07\u4eba\u3068\u306f\u8a00\u308f\u306a\u3044\u307e\u3067\u3082\u3001\u4f55\u5343\u4eba\u3082\u306e\u4eba\u3005\u306e\u547d\u3092\u6551\u3046\u3053\u3068\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u3088\u3046\u306b\u63a1\u7528\u304c\u5897\u52a0\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3002 <a href=\"https:\/\/www.reuters.com\/article\/us-autos-selfdriving-usa-poll\/most-americans-wary-of-self-driving-cars-reuters-ipsos-poll-idUSKBN1FI034\">\u4e16\u9593\u306e\u611f\u899a\u306f\u307e\u3060\u3042\u3084\u3075\u3084<\/a>.\u4f8b\u3048\u3070\u3001\u3053\u308c\u3089\u306e\u4e57\u308a\u7269\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306f\u3001\u7686\u3055\u3093\u304c\u60f3\u50cf\u3059\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8ab0\u306b\u805e\u3044\u3066\u3082\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u3088\u3046\u306a\u5236\u5fa1\u88c5\u7f6e\u304c\u5927\u304d\u306a\u30b7\u30e3\u30b7\u30fc\u306b\u63a5\u7d9a\u3055\u308c\u3066\u3044\u305f\u308a\u3001\u30c6\u30fc\u30de\u30d1\u30fc\u30af\u306e\u3088\u3046\u306a\u9053\u8def\u4e0a\u3092\u3059\u3079\u3066\u306e\u8eca\u4e21\u304c\u8d70\u308b\u30c8\u30e9\u30c3\u30af\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3060\u3063\u305f\u308a\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>In reality, it\u2019s data that will power the driverless vehicles of the future. Yes, digital data or information collected by a variety of sensors and monitoring systems and then passed through a big data platform \u2014 namely one connected to AI or <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/spotlight-kolabtrees-research-consultant-and-data-scientist-dr-cidila-d\/\">\u6a5f\u68b0\u5b66\u7fd2<\/a>. It sounds a bit insane, especially when you consider that \u201cdata\u201d or digital content is not exactly tangible in nature. How can a seemingly invisible or untouchable element have control over something so advanced as a driverless vehicle, and by proxy our lives?<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_Relationship_Between_Self-Driving_Vehicles_and_Data\"><\/span>\u81ea\u52d5\u904b\u8ee2\u8eca\u3068\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8aa4\u89e3\u3092\u6050\u308c\u305a\u306b\u8a00\u3048\u3070\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u30ec\u30b9\u30fb\u30d3\u30fc\u30af\u30eb\u306f\u3001\u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u306a\u3051\u308c\u3070\u5b58\u5728\u3057\u307e\u305b\u3093\u3002\u3042\u308a\u5f97\u306a\u3044\u3053\u3068\u306a\u306e\u3067\u3059\u3002\u305d\u306e\u7406\u7531\u306f\u3001\u81ea\u52d5\u904b\u8ee2\u30b7\u30b9\u30c6\u30e0\u304c\u4ed5\u4e8b\u3092\u9042\u884c\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u3059\u3079\u3066\u306e\u60c5\u5831\u3001\u72b6\u6cc1\u7684\u306a\u60c5\u5831\u3001\u6587\u8108\u7684\u306a\u60c5\u5831\u304c\u53ce\u96c6\u3055\u308c\u3001\u51e6\u7406\u3055\u308c\u3001\u305d\u3057\u3066\u5c55\u958b\u3055\u308c\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u30ec\u30b9\u8eca\u4e21\u306f\u3001\u9053\u8def\u4e0a\u306e\u4ed6\u306e\u8eca\u4e21\u3001\u8fd1\u304f\u306e\u6b69\u884c\u8005\u3084\u7269\u4f53\u3001\u3069\u3053\u306b\u5411\u304b\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u308c\u304c\u73fe\u5728\u306e\u4f4d\u7f6e\u3068\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u5e38\u306b\u8a8d\u8b58\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3055\u307e\u3056\u307e\u306a\u30bb\u30f3\u30b5\u30fc\u3084\u30c7\u30d0\u30a4\u30b9\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3001\u30aa\u30fc\u30d7\u30f3\u306a\u63a5\u7d9a\u3092\u901a\u3058\u3066\u30cf\u30d6\u3084\u30e1\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u306b\u8ee2\u9001\u3057\u3001\u7167\u5408\u30fb\u51e6\u7406\u3055\u308c\u305f\u5f8c\u306b\u53d7\u4fe1\u3057\u307e\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u642d\u8f09\u3057\u305f\u305d\u306e\u30e1\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u30c7\u30b8\u30bf\u30eb\u30c7\u30fc\u30bf\u3092\u4f7f\u3048\u308b\u30a4\u30f3\u30b5\u30a4\u30c8\u306b\u5909\u3048\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u91cd\u8981\u306a\u306e\u306f\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u975e\u5e38\u306b\u901f\u304f\u884c\u308f\u308c\u3001\u8eca\u4e21\u306e\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30e6\u30cb\u30c3\u30c8\u304c\u4e00\u77ac\u306e\u5224\u65ad\u3092\u4e0b\u3059\u524d\u306b\u3001\u95a2\u9023\u60c5\u5831\u306e\u9001\u53d7\u4fe1\u3092\u884c\u3046\u3053\u3068\u3067\u3059\u30021\u30de\u30a4\u30eb\u3082\u96e2\u308c\u3066\u3044\u306a\u3044\u76ee\u306e\u524d\u306b\u8ee2\u304c\u3063\u3066\u3044\u308b\u7269\u4f53\u304c\u3001\u30dc\u30fc\u30eb\u306a\u306e\u304b\u3001\u5b50\u4f9b\u306a\u306e\u304b\u3092\u898b\u5206\u3051\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u306e\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u6b62\u307e\u308b\u6642\u9593\u304c\u5341\u5206\u306b\u3042\u308b\u306e\u304b\u3001\u907f\u3051\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u305d\u306e\u307e\u307e\u9032\u3080\u3079\u304d\u306a\u306e\u304b\u3092\u898b\u6975\u3081\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u305d\u308c\u306f\u3001\u5358\u7d14\u306a\u72b6\u6cc1\u3067\u3082\u591a\u304f\u306e\u547d\u3092\u9810\u304b\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u8eca\u5185\u306e\u4e57\u5ba2\u306e\u5b89\u5168\u3092\u5b88\u308b\u306e\u306f\u3082\u3061\u308d\u3093\u3067\u3059\u304c\u3001\u30dc\u30fc\u30eb\u3092\u5931\u3063\u305f\u5b50\u4f9b\u306a\u3069\u3001\u5468\u56f2\u306e\u4eba\u3082\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u304c\u3059\u3079\u3066\u306e\u539f\u52d5\u529b\u3067\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_Self-Driving_Vehicles_Utilize_Data\"><\/span>\u81ea\u52d5\u904b\u8ee2\u8eca\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30c9\u30e9\u30a4\u30d0\u30fc\u30ec\u30b9\u30fb\u30d3\u30fc\u30af\u30eb\u304c\u51e6\u7406\u30fb\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306f\u3001\u4e00\u822c\u7684\u306a\u91cd\u8981\u6027\u306b\u95a2\u3057\u3066\u306f\u3001\u91cd\u8981\u306a\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u53d6\u308b\u306b\u8db3\u3089\u306a\u3044\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5468\u56f2\u306e\u74b0\u5883\u3084\u72b6\u6cc1\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u3001\u91cd\u5927\u306a\u4e8b\u6545\u306b\u3064\u306a\u304c\u308b\u304b\u3001\u78ba\u5b9f\u306b\u904b\u884c\u3067\u304d\u308b\u304b\u306e\u5206\u304b\u308c\u76ee\u3068\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4e57\u5ba2\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3082\u3001\u540c\u3058\u3088\u3046\u306b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u9055\u3044\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u5f8c\u8005\u306f\u3001\u8eca\u5185\u306e\u6e29\u5ea6\u8abf\u7bc0\u306e\u8a2d\u5b9a\u3001\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8\u6a5f\u5668\u3001\u3042\u308b\u3044\u306f\u96fb\u5b50\u30a6\u30a3\u30f3\u30c9\u30a6\u30c6\u30a3\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306a\u52d5\u7684\u306a\u30a2\u30af\u30bb\u30b5\u30ea\u30fc\u3092\u8abf\u6574\u3059\u308b\u969b\u306b\u8003\u616e\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u72b6\u6cc1\u60c5\u5831\u306f\u3001\u8eca\u306e\u8d70\u884c\u3084\u4e3b\u306a\u64cd\u4f5c\u306b\u6b20\u304b\u305b\u306a\u3044\u3082\u306e\u3067\u3059\u3002\u5468\u8fba\u306e\u30e9\u30f3\u30c9\u30de\u30fc\u30af\u3084\u9053\u8def\u3001\u69cb\u9020\u7269\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u73fe\u5728\u306e\u4f4d\u7f6e\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u6700\u65b0\u306eGPS\u60c5\u5831\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6b63\u78ba\u306a\u4ed5\u69d8\u3067\u5730\u7406\u7684\u306a\u4f4d\u7f6e\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/navmart.com\/gis-applications\/\">\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u6d3b\u7528<\/a> \u3092\u69d8\u3005\u306a\u5f62\u3067\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30eb\u30fc\u30c8\u306e\u8a08\u753b\u3001\u8fd1\u9053\u306e\u7279\u5b9a\u3001\u6e0b\u6ede\u306e\u56de\u907f\u306a\u3069\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u307e\u305f\u3001\u60c5\u5831\u3092\u9060\u9694\u5730\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u3057\u3001\u540c\u3058\u9053\u8def\u3092\u8d70\u308b\u4ed6\u306e\u8eca\u4e21\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6570\u5206\u524d\u306b\u767a\u751f\u3057\u305f\u4e8b\u6545\u306e\u60c5\u5831\u3092\u8fd1\u304f\u306e\u8eca\u4e21\u306b\u4f1d\u3048\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u505c\u8eca\u3057\u305f\u308a\u6e1b\u901f\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30bd\u30ca\u30fc\u306e\u3088\u3046\u306a\u30bb\u30f3\u30b5\u30fc\u3092\u4f7f\u3048\u3070\u3001\u5e38\u306b\u5468\u56f2\u306e\u72b6\u6cc1\u3092\u898b\u3066\u3001\u6e2c\u3063\u3066\u3001\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u901f\u5ea6\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u6027\u80fd\u3001\u8eca\u4f53\u306e\u5916\u90e8\u60c5\u5831\u306b\u3088\u308a\u3001\u8eca\u4e21\u30b7\u30b9\u30c6\u30e0\u306e\u73fe\u5728\u306e\u72b6\u614b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u74b0\u5883\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u969b\u306b\u3055\u3089\u306b\u91cd\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u51a0\u6c34\u3057\u305f\u9053\u8def\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u306f\u3001\u8eca\u4f53\u306b\u89e6\u308c\u308b\u6c34\u306e\u91cf\u3092\u5e38\u306b\u8a08\u6e2c\u3057\u3001\u6c34\u304c\u6e9c\u307e\u3063\u3066\u3044\u3066\u3082\u6e21\u308c\u308b\u3060\u3051\u306e\u6d45\u3055\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u8eca\u4e21\u3068\u9053\u8def\u306e\u4e21\u65b9\u306e\u6e96\u5099\u306b\u3082\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Operational_Testing_and_Deployment_Data\"><\/span>\u904b\u7528\u30c6\u30b9\u30c8\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u306e\u3088\u3046\u306a\u8eca\u304c\u767b\u5834\u3059\u308b\u524d\u306b\u3001\u79c1\u305f\u3061\u306f\u793e\u4f1a\u7684\u306a\u6e96\u5099\u3092\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3057\u3001\u30e1\u30fc\u30ab\u30fc\u306f\u3053\u306e\u8eca\u304c\u610f\u56f3\u3057\u305f\u901a\u308a\u306b\u52d5\u304f\u3053\u3068\u3092\u78ba\u4fe1\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001\u5b9f\u969b\u306e\u90fd\u5e02\u3084\u9053\u8def\u3067\u305f\u304f\u3055\u3093\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u30c6\u30b9\u30c8\u3084\u914d\u5099\u306b\u53cd\u6620\u3055\u308c\u3001\u4f7f\u7528\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u6700\u9069\u5316\u306b\u5f79\u7acb\u3066\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6b7b\u89d2\u304c\u3042\u308b\u3068\u601d\u308f\u308c\u308b\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u8106\u5f31\u6027\u3092\u4fee\u6b63\u3059\u308b\u305f\u3081\u306b\u518d\u7de8\u6210\u3057\u305f\u308a\u3001\u8ffd\u52a0\u306e\u30c7\u30d0\u30a4\u30b9\u3067\u88dc\u5f37\u3057\u305f\u308a\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u3088\u3046\u306a\u30bb\u30f3\u30b5\u30fc\u3084\u30c7\u30d0\u30a4\u30b9\u304c\u5b9f\u969b\u306e\u9053\u8def\u3067\u6b63\u78ba\u306b\u6e2c\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u77e5\u308b\u306b\u306f\u3001\u30c6\u30b9\u30c8\u3092\u3059\u308b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30b0\u30fc\u30b0\u30eb\u306e\u81ea\u52d5\u904b\u8ee2\u8eca\u304c\u751f\u307f\u51fa\u3059\u3001\u52a0\u5de5\u3059\u308b <a href=\"https:\/\/digit.hbs.org\/submission\/google-x-leveraging-data-and-algorithms-for-self-driving-cars\/\">\u5e74\u9593\u3067\u6700\u59272\u30da\u30bf\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u91cf<\/a>\u3053\u308c\u306f\u7d04200\u4e07\u30ae\u30ac\u30d0\u30a4\u30c8\u3067\u3059\u3002\u3053\u308c\u306f\u975e\u5e38\u306b\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002\u305d\u306e\u4e2d\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u72b6\u6cc1\u4e0b\u3067\u8eca\u304c\u4f55\u3092\u3057\u3066\u3044\u308b\u304b\u3068\u3044\u3063\u305f\u6280\u8853\u7684\u3067\u30ed\u30fc\u30ab\u30eb\u306a\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u3001\u3055\u3089\u306b\u306f\u8eca\u5185\u306e\u4e57\u5ba2\u306e\u500b\u4eba\u60c5\u5831\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3088\u308a\u91cd\u8981\u306a\u3053\u3068\u306f\u3001\u3053\u308c\u3089\u306e\u8eca\u4e21\u3084\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u96fb\u6e90\u3092\u5207\u3063\u3066\u99d0\u8eca\u3059\u308b\u307e\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u51e6\u7406\u3001\u4f7f\u7528\u3092\u505c\u6b62\u3057\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u5834\u5408\u3067\u3082\u3001\u30c7\u30fc\u30bf\u306f\u30b7\u30b9\u30c6\u30e0\u3092\u3088\u308a\u5f37\u529b\u306b\u3001\u3088\u308a\u6b63\u78ba\u306b\u3001\u3088\u308a\u5b89\u5168\u306b\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u5341\u5206\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u3001\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u6b63\u3057\u3044\u5224\u65ad\u3092\u4e0b\u3059\u4e88\u6e2c\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u30dc\u30fc\u30eb\u304c\u9053\u8def\u306b\u8ee2\u304c\u3063\u3066\u304d\u305f\u306e\u3060\u304b\u3089\u3001\u3059\u3050\u306b\u5b50\u4f9b\u3084\u6b69\u884c\u8005\u304c\u3064\u3044\u3066\u304f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u3067\u304d\u308b\u3060\u3051\u65e9\u304f\u5b8c\u5168\u306b\u505c\u6b62\u3057\u3001\u3067\u304d\u306a\u3051\u308c\u3070\u30cf\u30f3\u30c9\u30eb\u3092\u5207\u308a\u307e\u3057\u3087\u3046\u3002\u30a4\u30f3\u30c6\u30ebCEO <a href=\"https:\/\/newsroom.intel.com\/editorials\/krzanich-the-future-of-automated-driving\/\">\u30d6\u30e9\u30a4\u30a2\u30f3\u30fb\u30af\u30eb\u30b6\u30cb\u30c3\u30c1\u6c0f\u306e\u8a00\u8449\u3067\u3059\u3002<\/a>.\"\u30c7\u30fc\u30bf\u306f\u65b0\u3057\u3044\u30aa\u30a4\u30eb\"\u672a\u6765\u306e\u81ea\u52d5\u8eca\u306b\u71c3\u6599\u3092\u4f9b\u7d66\u3057\u3001\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u8ce2\u304f\u3001\u8a8d\u8b58\u529b\u304c\u9ad8\u304f\u3001\u52b9\u7387\u7684\u306a\u3082\u306e\u306b\u3057\u3066\u304f\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Enter_Privacy_and_Security\"><\/span>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5165\u529b\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u3001\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u81ea\u7531\u306b\u6d41\u308c\u3001\u30aa\u30fc\u30d7\u30f3\u306b\u63a5\u7d9a\u3055\u308c\u3001\u5c55\u958b\u3055\u308c\u3066\u3044\u304f\u4e2d\u3067\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u61f8\u5ff5\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001\u3069\u3046\u3059\u308c\u3070 <a href=\"https:\/\/www.technologyreview.com\/s\/608618\/hackers-are-the-real-obstacle-for-self-driving-vehicles\/\">\u30cf\u30c3\u30ab\u30fc\u304b\u3089\u306e\u30a2\u30af\u30bb\u30b9\u3092\u9632\u3050<\/a> \u3092\u30c7\u30fc\u30bf\u5236\u5fa1\u30b7\u30b9\u30c6\u30e0\u306b\u63a5\u7d9a\u3057\u3066\u5927\u6df7\u4e71\u306b\u9665\u3089\u305b\u3066\u3057\u307e\u3046\u306e\u3067\u306f\u306a\u3044\u304b\uff1f\u9ad8\u901f\u9053\u8def\u3092\u8d70\u884c\u4e2d\u306b\u3001\u5916\u90e8\u304b\u3089\u8eca\u4e21\u304c\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3055\u308c\u305f\u3068\u3057\u305f\u3089\uff1f\u3053\u306e\u554f\u984c\u306f\u3001\u81ea\u5206\u3084\u540c\u4e57\u8005\u3060\u3051\u3067\u306a\u304f\u3001\u540c\u3058\u9053\u8def\u3092\u8d70\u3063\u3066\u3044\u308b\u4eba\u306b\u3082\u5f71\u97ff\u3092\u53ca\u307c\u3057\u3001\u91cd\u5927\u306a\u6b7b\u4ea1\u4e8b\u6545\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u554f\u984c\u3082\u3042\u308a\u307e\u3059\u3002\u8eca\u304c\u5e38\u306b\u30c9\u30e9\u30a4\u30d0\u30fc\u3084\u4e57\u5ba2\u306e\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3066\u5831\u544a\u3057\u3066\u3044\u308b\u3068\u3057\u305f\u3089\u3001\u305d\u308c\u306f\u4f55\u3092\u898b\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u4f8b\u3048\u3070\u3001\u9053\u8def\u306e\u6a19\u8b58\u3084\u770b\u677f\u306b\u76f4\u63a5\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u95b2\u89a7\u5c65\u6b74\u3092\u5229\u7528\u3057\u3066Amazon\u306a\u3069\u306e\u5c0f\u58f2\u5e97\u304c\u5546\u54c1\u3092\u63d0\u6848\u3059\u308b\u306e\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u8a71\u984c\u306e\u5546\u54c1\u3084\u30b0\u30c3\u30ba\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u3066\u8fd1\u304f\u306e\u770b\u677f\u306b\u8868\u793a\u3057\u3001\u5e83\u544a\u52b9\u679c\u3092\u9ad8\u3081\u308b\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Unfortunately, as crucial as these elements are, it will take time to work out kinks with the technology. We\u2019ll also need to be wary of how our personal data and privacy are handled in regard to the companies building these vehicles. We must find a way to protect ourselves, even from helpful and necessary systems like the ones powering driverless vehicles. Time, <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>, awareness and proper regulation are some of the better solutions, but it won\u2019t happen overnight.<\/p>","protected":false},"excerpt":{"rendered":"<p>It\u2019s long been a vision that our future would include flying cars. While that may someday be a reality, it\u2019s not today. But something that is possible? Truly autonomous, self-driving vehicles. Given the way AI is starting to take over the world, it might well be a reality soon. But even though the technology exists \u2014 and many of us have heard tales and seen demos of self-driving cars \u2014 it&#8217;s difficult to imagine our roadways filled with them. Driverless vehicles are still, in essence, a new concept for us as a society. Not only are they scarce in the wild, but we\u2019re still working out the regulatory kinks and<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":42,"featured_media":3498,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434,398,247,433],"tags":[],"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>The Data Behind Self-Driving Cars - The Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"In reality, it\u2019s data that will power the driverless vehicles of the future. How can a seemingly invisible element have control over something so advanced as self-driving cars, and, by proxy, our lives?\" \/>\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\/the-data-behind-self-driving-cars\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Data Behind Self-Driving Cars\" \/>\n<meta property=\"og:description\" content=\"In reality, it\u2019s data that will power the driverless vehicles of the future. How can a seemingly invisible element have control over something so advanced as self-driving cars, and, by proxy, our lives?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/\" \/>\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=\"2018-06-19T15:15:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-08-28T15:44:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/06\/car-1209912_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":"The Data Behind Self-Driving Cars - The Kolabtree Blog","description":"In reality, it\u2019s data that will power the driverless vehicles of the future. How can a seemingly invisible element have control over something so advanced as self-driving cars, and, by proxy, our lives?","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/","og_locale":"ja_JP","og_type":"article","og_title":"The Data Behind Self-Driving Cars","og_description":"In reality, it\u2019s data that will power the driverless vehicles of the future. How can a seemingly invisible element have control over something so advanced as self-driving cars, and, by proxy, our lives?","og_url":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/","og_site_name":"The Kolabtree Blog","article_publisher":"https:\/\/www.facebook.com\/kolabtree","article_published_time":"2018-06-19T15:15:56+00:00","article_modified_time":"2018-08-28T15:44:37+00:00","og_image":[{"width":1280,"height":853,"url":"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/06\/car-1209912_1280.jpg","type":"image\/jpeg"}],"author":"Nathan Sykes","twitter_card":"summary_large_image","twitter_creator":"@kolabtree","twitter_site":"@kolabtree","twitter_misc":{"\u57f7\u7b46\u8005":"Nathan Sykes","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"7\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/#article","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/"},"author":{"name":"Nathan Sykes","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/6291faf9e5baab4307fa5b2b2789bcb6"},"headline":"The Data Behind Self-Driving Cars","datePublished":"2018-06-19T15:15:56+00:00","dateModified":"2018-08-28T15:44:37+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/"},"wordCount":1467,"commentCount":0,"publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"articleSection":["Artificial Intelligence","Data Science","Guest posts","Tech"],"inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/","url":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/","name":"The Data Behind Self-Driving Cars - The Kolabtree Blog","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/#website"},"datePublished":"2018-06-19T15:15:56+00:00","dateModified":"2018-08-28T15:44:37+00:00","description":"In reality, it\u2019s data that will power the driverless vehicles of the future. How can a seemingly invisible element have control over something so advanced as self-driving cars, and, by proxy, our lives?","breadcrumb":{"@id":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.kolabtree.com\/blog\/ja\/the-data-behind-self-driving-cars\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.kolabtree.com\/blog\/"},{"@type":"ListItem","position":2,"name":"The Data Behind Self-Driving Cars"}]},{"@type":"WebSite","@id":"https:\/\/www.kolabtree.com\/blog\/#website","url":"https:\/\/www.kolabtree.com\/blog\/","name":"The Kolabtree Blog","description":"Expert Views on Science, Innovation and Product Development","publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kolabtree.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.kolabtree.com\/blog\/#organization","name":"Kolabtree","url":"https:\/\/www.kolabtree.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/","url":"","contentUrl":"","caption":"Kolabtree"},"image":{"@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/kolabtree","https:\/\/twitter.com\/kolabtree","https:\/\/instagram.com\/kolabtree","https:\/\/www.linkedin.com\/company\/kolabtree","https:\/\/en.m.wikipedia.org\/wiki\/Kolabtree"]},{"@type":"Person","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/6291faf9e5baab4307fa5b2b2789bcb6","name":"Nathan Sykes","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/4dfe70227886c2b5b532b1d4ffc19cbf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4dfe70227886c2b5b532b1d4ffc19cbf?s=96&d=mm&r=g","caption":"Nathan Sykes"},"description":"Nathan Sykes, the founder of Finding an Outlet (https:\/\/www.findinganoutlet.com\/), is from Pittsburgh, PA. He enjoys writing about the latest news and trends in AI, big data, cloud computing and other emerging technologies. Stay updated on business technology by following Nathan on Twitter @nathansykestech.","url":"https:\/\/www.kolabtree.com\/blog\/ja\/author\/nathan-sykes\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/3480"}],"collection":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/users\/42"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/comments?post=3480"}],"version-history":[{"count":4,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/3480\/revisions"}],"predecessor-version":[{"id":3499,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/3480\/revisions\/3499"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/media\/3498"}],"wp:attachment":[{"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/media?parent=3480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/categories?post=3480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/ja\/wp-json\/wp\/v2\/tags?post=3480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}