{"id":107793,"date":"2020-06-29T16:16:51","date_gmt":"2020-06-29T23:16:51","guid":{"rendered":"https:\/\/unit42.paloaltonetworks.com\/?p=107793"},"modified":"2020-06-29T18:06:04","modified_gmt":"2020-06-30T01:06:04","slug":"gps-tracking-and-future-application-for-iot","status":"publish","type":"post","link":"https:\/\/unit42.paloaltonetworks.com\/ja\/gps-tracking-and-future-application-for-iot\/","title":{"rendered":"IoT\u306eGPS\u8ffd\u8de1\u304a\u3088\u3073\u5c06\u6765\u306e\u7528\u9014\u306e\u6982\u8981"},"content":{"rendered":"<h2>\u6982\u8981<\/h2>\n<p>\u7dcf\u52d9\u7701\u300e\u4ee4\u548c\u5143\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300f\u306b\u3088\u308c\u3070\u3001Internet of Things (IoT)\u30c7\u30d0\u30a4\u30b9\u3068Internet of Medical Things (IoMT)\u30c7\u30d0\u30a4\u30b9\u306e\u6570\u306f\u30012021\u5e74\u306b\u306f\u304a\u3088\u305d448\u5104\u53f0\u3068\u9054\u3059\u308b\u3053\u3068\u304c\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059<sup><a id=\"post-107622-footnote-ref-1\" href=\"#post-107622-footnote-1\">[1]<\/a><\/sup>\u3002\u3053\u308c\u3089\u306e\u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30d0\u30a4\u30b9\u306f\u3001\u500b\u4eba\u533b\u7642\u60c5\u5831\u304b\u3089\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u307e\u3067\u3001\u5e45\u5e83\u3044\u30b0\u30ed\u30fc\u30d0\u30eb \u30dd\u30b8\u30b7\u30e7\u30cb\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0(GPS)\u30c7\u30fc\u30bf\u3092\u751f\u6210\u304a\u3088\u3073\u53ce\u96c6\u3057\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c4\u30fc\u30eb\u306e<a href=\"https:\/\/kepler.gl\/\">Kepler<\/a>\u3092\u4f7f\u7528\u3057\u3066\u3001GPS\u30c7\u30fc\u30bf\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u3057\u30661\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u30c7\u30d0\u30a4\u30b9\u306e\u4f4d\u7f6e\u3001\u79fb\u52d5\u3001\u901f\u5ea6\u3001\u304a\u3088\u3073\u9ad8\u5ea6\u3092\u8ffd\u8de1\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059\u3002\u6761\u4ef6\u304c\u63c3\u3048\u3070\u3001\u500b\u4eba\u306e\u7269\u7406\u7684\u4f4d\u7f6e\u3092\u8ffd\u8de1\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8eca\u307e\u305f\u306f\u98db\u884c\u6a5f\u306e\u3069\u3061\u3089\u306b\u3069\u308c\u3060\u3051\u306e\u6642\u9593\u4e57\u3063\u3066\u3044\u308b\u306e\u304b\u3082\u5224\u65ad\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GPS\u306f\u3001\u4f4d\u7f6e\u3001\u9ad8\u5ea6\u3001\u901f\u5ea6\u3001\u6642\u9593\u3001\u304a\u3088\u3073\u65b9\u5411\u3092\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001IoT\uff08\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3001Internet of things\uff09\u30c7\u30d0\u30a4\u30b9\u307e\u305f\u306f\u533b\u7642\u7cfbIoT\uff08Internet of Medical Things, \u4ee5\u4e0bIoMT\uff09\u30c7\u30d0\u30a4\u30b9\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u6709\u76ca\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001IoMT\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u4f53\u6e29\u3001\u5fc3\u62cd\u6570\u3001\u884c\u52d5\u3001\u4ed6\u306e\u533b\u7642\u60c5\u5831\u306a\u3069\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5065\u5eb7\u72b6\u614b\u3092\u76e3\u8996\u3067\u304d\u307e\u3059\u3002\u7dca\u6025\u6642\u306b\u306f\u3001\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305fGPS\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001IoMT\u30c7\u30d0\u30a4\u30b9\u3067\u521d\u671f\u5bfe\u5fdc\u8005\u306b\u30a2\u30e9\u30fc\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u91cd\u8981\u306a\u4f4d\u7f6e\u30c7\u30fc\u30bf\u3092\u4e2d\u7d99\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u540c\u69d8\u306b\u3001\u6cd5\u57f7\u884c\u6a5f\u95a2\u3084\u635c\u67fb\u5f53\u5c40\u304c\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u72af\u7f6a\u884c\u70ba\u3084\u8eab\u4f53\u4e0a\u306e\u5b89\u5168\u6027\u306b\u5bfe\u3059\u308b\u61f8\u5ff5\u3092\u6df1\u304f\u6398\u308a\u4e0b\u3052\u3066\u8abf\u3079\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GPS\u5ea7\u6a19\u306e\u4fa1\u5024\u306f\u3001\u653b\u6483\u8005\u304b\u3089\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b5\u30fc\u30c1\u30e3\u30fc\u306f\u3001<a href=\"https:\/\/arstechnica.com\/information-technology\/2019\/04\/well-funded-surveillance-operation-infected-both-ios-and-android-devices\/\">Exodus<\/a>\u306e\u3088\u3046\u306a\u30de\u30eb\u30a6\u30a7\u30a2\u304c\u3001\u611f\u67d3\u3057\u3066\u3044\u308b\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u304b\u3089GPS\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u3044\u308b\u306e\u3092\u78ba\u8a8d\u3057\u3066\u3044\u307e\u3059\u3002GPS\u30c7\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u61f8\u5ff5\u306b\u3064\u3044\u3066\u3001\u898b\u3066\u898b\u306c\u3075\u308a\u306f\u3067\u304d\u306a\u3044\u3053\u3068\u306f\u8a00\u3046\u307e\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u73fe\u5b9f\u7684\u306b\u306f\u3001IoT\u306e\u63a1\u7528\u304c\u52a0\u901f\u3057\u7d9a\u3051\u3066\u3044\u308b\u306e\u3067\u3001\u307e\u3059\u307e\u3059\u591a\u304f\u306e\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u307e\u3059\u307e\u3059\u591a\u304f\u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>IoT\u306e\u524d\u306f\u643a\u5e2f\u96fb\u8a71\u3060\u3063\u305f<\/h4>\n<p>GPS\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f1973\u5e74\u306b\u7c73\u56fd\u3067\u59cb\u307e\u308a\u307e\u3057\u305f\u3002\u305d\u306e\u76ee\u7684\u306f4\u6a5f\u4ee5\u4e0a\u306e\u885b\u661f\u3092\u4f7f\u7528\u3057\u3001\u5730\u7403\u4e0a\u306e\u5bfe\u8c61\u7269\u306e\u5730\u7406\u4f4d\u7f6e\u30c7\u30fc\u30bf\u3068\u6642\u9593\u60c5\u5831\u3092\u8ffd\u8de1\u3059\u308b\u3053\u3068\u3067\u3057\u305f\u3002IoT\u306f\u65b0\u3057\u3044\u9818\u57df\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u643a\u5e2f\u96fb\u8a71\u3067\u306e\u7d4c\u9a13\u304b\u3089\u3001\u643a\u5e2f\u96fb\u8a71\u3084\u305d\u306e\u30a2\u30d7\u30ea\u304c\u53ce\u96c6\u3059\u308b\u30c7\u30fc\u30bf\u3001\u305d\u306e\u843d\u3068\u3057\u7a74\u3092\u907f\u3051\u306a\u304c\u3089\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u624b\u6cd5\u306a\u3069\u3001\u975e\u5e38\u306b\u591a\u304f\u306e\u3053\u3068\u3092\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306f\u4eee\u8aac\u306b\u57fa\u3065\u304f\u7591\u554f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002COVID-19\u3078\u306e\u5bfe\u7b56\u3068\u3057\u3066\u3001\u591a\u304f\u306e\u56fd\u304c\u3001\u611f\u67d3\u8005\u3084\u65b0\u3057\u3044\u6f5c\u5728\u611f\u67d3\u8005\u306a\u3069\u3092\u8ffd\u8de1\u3059\u308b\u305f\u3081\u306b\u3001\u643a\u5e2f\u96fb\u8a71\u304b\u3089\u53d6\u5f97\u3059\u308bGPS\u30c7\u30fc\u30bf\u3084\u4ed6\u306e\u4f4d\u7f6e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u305f\u308a\u3001\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3057\u305f\u308a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306f\u3059\u3079\u3066\u3001GPS\u30c7\u30fc\u30bf\u304b\u3089\u4ed6\u306b\u3069\u306e\u3088\u3046\u306a\u7d50\u8ad6\u304c\u5f97\u3089\u308c\u308b\u306e\u304b\u3001\u3055\u307e\u3056\u307e\u306a\u72b6\u6cc1\u3067\u4ed6\u306b\u3069\u306e\u3088\u3046\u306a\u4f7f\u3044\u65b9\u3084\u89e3\u91c8\u306e\u4ed5\u65b9\u304c\u3042\u308b\u306e\u304b\u3001\u3068\u3044\u3046\u7591\u554f\u3092\u6295\u3052\u639b\u3051\u307e\u3059\u3002<\/p>\n<p>\u8a71\u3092\u304b\u3093\u305f\u3093\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u5206\u6790\u5bfe\u8c61\u3092Google\u88fd\u306e\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3Pixel\u306eTakeout\u6a5f\u80fd\u3067\u5f97\u3089\u308c\u308b\u30c7\u30fc\u30bf\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u30c7\u30d0\u30a4\u30b9\u3067\u751f\u6210\u3055\u308c\u3001Google\u306b\u3088\u3063\u3066\u5f37\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u57fa\u672cGPS\u30c7\u30fc\u30bf\u3068\u30c6\u30ec\u30de\u30c6\u30a3\u30c3\u30af\u30b9\u30c7\u30fc\u30bf\u3092\u793a\u3057\u3001IoT\u30c7\u30d0\u30a4\u30b9\u3092GPS\u30c7\u30fc\u30bf\u306b\u9023\u52d5\u3055\u305b\u308b\u65b9\u6cd5\u3092\u57a3\u9593\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3044\u4f8b\u3067\u3059\u3002<\/p>\n<p>\u6700\u521d\u306b\u3001\u3053\u306e\u30c7\u30fc\u30bf\u306b\u306f\u4f55\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u57fa\u672cGPS\u60c5\u5831\u306b\u306f\u3001\u7def\u5ea6\u3001\u7d4c\u5ea6\u3001\u304a\u3088\u3073\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u4eba\u304c\u8a8d\u8b58\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u901a\u5e38\u306fGPS\u3067\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u6d77\u629c\u9ad8\u5ea6\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3068\u3001\u6c34\u5e73\u65b9\u5411\u3068\u5782\u76f4\u65b9\u5411\u306e\u7cbe\u5ea6\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GPS\u30c7\u30fc\u30bf\u306f\u3001GPS\u885b\u661f\u306b\u5bfe\u3059\u308b\u30c7\u30d0\u30a4\u30b9\u306e\u30c9\u30c3\u30d7\u30e9\u30fc\u504f\u79fb\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u5358\u4e00\u6642\u70b9\u306e\u901f\u5ea6\u3082\u6e2c\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u3055\u3089\u306b\u8208\u5473\u6df1\u3044\u306e\u306f\u3001Google\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u4f55\u3092\u3057\u3066\u3044\u305f\u304b\u3092\u4e88\u6e2c\u3057\u3001\u305d\u306e\u78ba\u7387\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059(\u4f8b: ON_FOOT 85%\u3001STILL 10%\u306a\u3069)\u3002\u3053\u308c\u306fIoT\u30c7\u30fc\u30bf\u306e\u6700\u5148\u7aef\u6280\u8853\u3067\u306f\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u4ed6\u306e\u7a2e\u985e\u306eIoT\u30c7\u30fc\u30bf\u3068GPS\u30c7\u30fc\u30bf\u3092\u307e\u3068\u3081\u3066\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3069\u308c\u307b\u3069\u7c21\u5358\u306a\u3053\u3068\u304b\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u5805\u5b9f\u306a\u57fa\u76e4\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u3053\u308c\u3089\u306e\u4e88\u6e2c\u3092\u5fc3\u81d3\u30e2\u30cb\u30bf\u30fc\u3001\u8eca\u6905\u5b50\u3001\u9664\u7d30\u52d5\u5668\u3001\u9178\u7d20\u30dd\u30f3\u30d7\u3068\u3044\u3063\u305f\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3067\u7f6e\u304d\u63db\u3048\u3066\u3001\u4eba\u304c\u5ea7\u3063\u3066\u3044\u308b\u306e\u304b\u7acb\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u4e88\u6e2c\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30d0\u30a4\u30bf\u30eb\u30b5\u30a4\u30f3\u304c\u30b9\u30c8\u30ec\u30b9\u3084\u4e0d\u6574\u8108\u306e\u5146\u5019\u3092\u793a\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u4e88\u6e2c\u3057\u305f\u3089\u3069\u3046\u3067\u3057\u3087\u3046\u304b\u3002\u4eba\u304c\u9ad8\u3044\u78ba\u7387\u3067\u5ea7\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u307e\u305f\u306f\u6b69\u3044\u3066\u3044\u308b\u306e\u304b\u3092\u8abf\u3079\u308b\u4ee3\u308f\u308a\u306b\u3001\u540c\u3058\u3050\u3089\u3044\u7c21\u5358\u306b\u524d\u8ff0\u306eIoT\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u5f97\u3089\u308c\u308b\u4e88\u6e2c\u3092GPS\u30c7\u30fc\u30bf\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>\u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/h4>\n<p>\u3069\u3093\u306a\u5206\u6790\u3092\u884c\u3046\u306b\u3082\u3001\u5fc5\u305a\u30c7\u30fc\u30bf\u3092\u591a\u5c11\u6e96\u5099\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u822c\u306b\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u3092\u30c6\u30fc\u30d6\u30eb\u5f62\u5f0f\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u307b\u3068\u3093\u3069\u306e\u30c4\u30fc\u30eb\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u4f7f\u7528\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002\u4f8b\u3068\u3057\u3066\u793a\u3057\u305f\u30c6\u30fc\u30d6\u30eb\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d8\u30c3\u30c0\u30fc\u304c\u3042\u308a\u3001\u5404\u884c\u306f\u300cping\u300d\u307e\u305f\u306f1\u3064\u306eGPS\u30ec\u30b3\u30fc\u30c9\u3067\u3059\u3002\u8d64\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u3001\u300c\u30b3\u30a2\u300dGPS\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u3057\u3066\u3001GPS\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3069\u306e\u30c7\u30d0\u30a4\u30b9\u306b\u3082\u5b58\u5728\u3059\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002accuracy\u3001altitude\u3001velocity\u306a\u3069\u306e\u9ec4\u8272\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u306b\u5b58\u5728\u3057\u307e\u3059\u304c\u3001\u5fc5\u305a\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u9752\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u3001Google\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u5206\u985e\u30a8\u30f3\u30b8\u30f3\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u3001\u30c7\u30d0\u30a4\u30b9\u306e\u8907\u6570\u306e\u30bb\u30f3\u30b5\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u304c\u4f55\u3092\u3057\u3066\u3044\u308b\u304b\u3092\u4e88\u6e2c\u3057\u3001\u305d\u306e\u4e88\u6e2c\u306b\u4fe1\u983c\u533a\u9593<sup><a id=\"post-107622-footnote-ref-0\" href=\"#post-107622-footnote-0\">[2]<\/a><\/sup>\u3092\u5272\u308a\u5f53\u3066\u307e\u3059\u3002\u3053\u306e\u4e88\u6e2c\u306f\u3001IoT\u30c7\u30d0\u30a4\u30b9\u304c\u305d\u306e\u30c7\u30fc\u30bf\u3092GPS\u30c7\u30fc\u30bf\u306b\u5bc6\u63a5\u306b\u7d50\u3073\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u65b9\u6cd5\u3092\u5927\u307e\u304b\u306b\u8868\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_107650\" aria-describedby=\"caption-attachment-107650\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Table-1.-Example-of-Android-data-from-Google-Takeout-1.png\" rel=\"wpdevart_lightbox\"><img  class=\"wp-image-107650 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Table-1.-Example-of-Android-data-from-Google-Takeout-1.png\" alt=\"\u88681: Google Takeout\u304b\u3089\u5f97\u3089\u308c\u308bAndroid\u30c7\u30fc\u30bf\u306e\u4f8b\" width=\"600\" height=\"173\" \/><\/a><figcaption id=\"caption-attachment-107650\" class=\"wp-caption-text\">\u88681: Google Takeout\u304b\u3089\u5f97\u3089\u308c\u308bAndroid\u30c7\u30fc\u30bf\u306e\u4f8b<\/figcaption><\/figure>\n<h4>\u4f4d\u7f6e\u3068\u79fb\u52d5: \u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u304c1\u53f0\u306e\u5834\u5408<\/h4>\n<p>\u56f31\u306f\u3001\u4eba\u306e\u5404\u4f4d\u7f6e\u3067\u306e\u304a\u3088\u305d\u306e\u6642\u523b\u304a\u3088\u3073\u305d\u3053\u306b\u7740\u304f\u3068\u304d\u306e\u901f\u3055\u3068\u96e2\u308c\u308b\u3068\u304d\u306e\u901f\u3055\u3092\u793a\u3057\u307e\u3059\u3002\u8d64\u306f\u4f4e\u901f\u3001\u7dd1\u306f\u9ad8\u901f\u3092\u610f\u5473\u3057\u307e\u3059(\u5358\u4f4d\u306fm\/s)\u3002\u6642\u523b\u306f\u3059\u3079\u3066UTC\u3067\u3042\u308a\u3001\u3053\u306e\u4eba\u306f\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u4e2d\u76e4\u3067\u8d64\u304f\u5857\u308a\u3064\u3076\u3055\u308c\u305f\u5186\u306e\u4f4d\u7f6e\u3067\u7d0410\u6642\u9593\u904e\u3054\u3057\u3066\u3044\u305f\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5186\u306e\u4e0d\u900f\u660e\u5ea6\u306f\u975e\u5e38\u306b\u4f4e\u3044\u5024\u3067\u3059\u3002\u3053\u308c\u306f\u30011\u30641\u3064\u306e\u5186\u306f\u975e\u5e38\u306b\u8272\u304c\u8584\u304f\u3001\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u304c\u7559\u307e\u308b\u6642\u9593\u304c\u9577\u3044\u4f4d\u7f6e\u306e\u5186\u306f\u8272\u304c\u6fc3\u304f\u306a\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u306e\u52b9\u679c\u306f\u3001\u4eba\u304c\u6b62\u307e\u3063\u3066\u3044\u308b\u4f4d\u7f6e\u306e\u8d64\u3044\u5186\u304c\u3001\u305d\u3053\u306710\u6642\u9593\u4ee5\u4e0a\u904e\u3054\u3059\u9593\u306b\u3069\u3093\u3069\u3093\u6fc3\u304f\u306a\u3063\u3066\u3044\u304f\u3053\u3068\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u3053\u306e\u4eba\u306f\u3053\u306e\u4f4d\u7f6e\u304b\u3089\u3001\u6765\u305f\u9053\u3068\u306f\u5225\u306e\u9053\u306b\u5411\u304b\u3063\u3066\u3001\u6765\u305f\u3068\u304d\u3088\u308a\u901f\u3044\u901f\u5ea6\u3067\u96e2\u308c\u3066\u3044\u304d\u307e\u3059\u3002\u4f4d\u7f6e\u3068\u4f4d\u7f6e\u306e\u9593\u306eGPS\u30dd\u30a4\u30f3\u30c8\u304c\u96e2\u308c\u3066\u3044\u308b\u3053\u3068\u306b\u6c17\u4ed8\u3044\u305f\u4eba\u304c\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u3001\u30c7\u30d0\u30a4\u30b9\u3001\u30a2\u30d7\u30ea\u3001\u5929\u5019\u3001\u5468\u56f2\u306e\u5efa\u7bc9\u7269\u306a\u3069\u3001\u591a\u304f\u306e\u8981\u56e0\u306b\u3088\u3063\u3066\u306f\u3001\u307e\u3063\u305f\u304f\u666e\u901a\u306e\u3053\u3068\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<figure style=\"width: 600px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-1.-Animation-showing-locations-and-movements.gif\" rel=\"wpdevart_lightbox\"><img  class=\"wp-image-107645 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-1.-Animation-showing-locations-and-movements.gif\" alt=\"\" width=\"600\" height=\"331\" \/><\/a><figcaption class=\"wp-caption-text\">\u56f31: \u4f4d\u7f6e\u3068\u79fb\u52d5\u3092\u793a\u3059\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3<\/figcaption><\/figure>\n<p>\u4eba\u304c\u7acb\u3061\u6b62\u307e\u3063\u305f\u4f4d\u7f6e\u3092\u62e1\u5927\u3059\u308b\u3068\u3001\u8a73\u7d30\u3092\u8868\u793a\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u8868\u3059\u5186\u304c\u30b0\u30e9\u30d5\u306b\u8868\u793a\u3055\u308c\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u5224\u5225\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u3001\u5186\u306e\u8f2a\u90ed\u306e\u307f\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u5186\u306e\u8272\u306f\u901f\u5ea6\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u8d64\u306f\u4f4e\u901f\u3001\u7dd1\u306f\u9ad8\u901f\u3092\u793a\u3057\u307e\u3059\u3002\u5f53\u7136\u306e\u3053\u3068\u3067\u3059\u304c\u3001\u30aa\u30d5\u30a3\u30b9\u30d3\u30eb\u3067\u306f\u3059\u3079\u3066\u306e\u5186\u304c\u8d64\u3067\u3059\u3002\u5186\u306e\u534a\u5f84\u306f\u3001GPS\u30dd\u30a4\u30f3\u30c8\u306e\u6c34\u5e73\u65b9\u5411\u306e\u7cbe\u5ea6\u3068\u4e00\u81f4\u3057\u3001\u5730\u56f3\u306b\u5408\u308f\u305b\u3066\u62e1\u5927\u7e2e\u5c0f\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5186\u306e\u91cd\u8907\u90e8\u5206\u304c\u591a\u3044\u3053\u3068\u3068\u3001\u7cbe\u5ea6\u306e\u30ec\u30d9\u30eb\u304b\u3089\u3001\u3053\u306e\u4eba\u304c\u304b\u306a\u308a\u306e\u6642\u9593\u3092\u3053\u306e\u5efa\u7269\u306e\u5317\u7aef\u3067\u904e\u3054\u3057\u305f\u3068\u63a8\u6e2c\u3059\u308b\u3053\u3068\u306f\u5408\u7406\u7684\u3067\u3059\u3002<\/p>\n<figure style=\"width: 600px\" class=\"wp-caption aligncenter\"><img  class=\"wp-image-107652 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-2.-Investigating-movement-at-location-within-GPS-Tracking.gif\" alt=\" GPS\u8ffd\u8de1\" width=\"600\" height=\"331\" \/><figcaption class=\"wp-caption-text\">\u56f32: \u4f4d\u7f6e\u306b\u304a\u3051\u308b\u79fb\u52d5\u306e\u8abf\u67fb<\/figcaption><\/figure>\n<h4>\u4f4d\u7f6e\u3068\u79fb\u52d5: \u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u304c\u8907\u6570\u53f0\u306e\u5834\u5408<\/h4>\n<p>2\u53f0\u306e\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u304c\u540c\u6642\u523b\u306b\u540c\u3058\u4f4d\u7f6e\u306b\u5b58\u5728\u3059\u308b\u5834\u5408\u3001\u533a\u5225\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u305f\u3081\u306b\u30012\u53f0\u306e\u5225\u3005\u306e\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u306e\u30c7\u30fc\u30bf\u30922\u30bb\u30c3\u30c8\u751f\u6210\u3057\u307e\u3057\u305f\u3002\u305d\u308c\u305e\u308c\u306e\u30c7\u30d0\u30a4\u30b9\u306b\u3001Sally\u3068Bob\u3068\u3044\u3046\u540d\u524d\u3092\u4ed8\u3051\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u3067\u3001\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u304c1\u53f0\u306e\u5834\u5408\u3068\u307b\u307c\u540c\u3058\u5206\u6790\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<figure style=\"width: 600px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-3.-Investigation-based-on-two-devices.gif\" rel=\"wpdevart_lightbox\"><img  class=\"wp-image-107654 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-3.-Investigation-based-on-two-devices.gif\" alt=\"GPS\u8ffd\u8de1\" width=\"600\" height=\"331\" \/><\/a><figcaption class=\"wp-caption-text\">\u56f33: 2\u53f0\u306e\u30c7\u30d0\u30a4\u30b9\u306b\u57fa\u3065\u304f\u8abf\u67fb<\/figcaption><\/figure>\n<p>\u56f33\u3067\u306f\u300114\u664210\u5206(UTC)\u3054\u308d\u306bSally\u3092\u8868\u3059\u5186\u304c\u9752\u3067\u793a\u3059\u4f4d\u7f6e\u306b\u8868\u793a\u3055\u308c\u59cb\u3081\u307e\u3059\u300215\u664206\u5206\u306bBob\u3092\u8868\u3059\u5186(\u8d64)\u304c\u305d\u306e\u4f4d\u7f6e\u306b\u8868\u793a\u3055\u308c\u300121\u664200\u5206\u307e\u3067\u8868\u793a\u3055\u308c\u7d9a\u3051\u307e\u3059\u300221\u664202\u5206\u304b\u308921\u664206\u5206\u307e\u3067\u3001Bob\u306f\u5efa\u7269\u306e\u5916\u306b\u51fa\u3066\u3001\u305d\u3053\u304b\u3089\u9060\u3056\u304b\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002Sally\u306f21\u664212\u5206\u306b\u307e\u3060\u540c\u3058\u4f4d\u7f6e\u306b\u3044\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u3001Bob\u3068Sally\u306f\u3060\u3044\u305f\u304415\u664206\u5206\u304b\u308921\u664200\u5206\u307e\u3067\u306e\u9593\u3001\u307b\u307c\u540c\u3058\u4f4d\u7f6e\u306b\u3044\u305f\u3068\u3044\u3046\u7d50\u8ad6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u3001Bob\u306e\u4f4d\u7f6e\u306e\u6c34\u5e73\u65b9\u5411\u306e\u7cbe\u5ea6\u304c\u6700\u5f8c\u306e\u5186(\u8d64\u3044\u5927\u304d\u306a\u5186)\u3067\u5927\u5e45\u306b\u4f4e\u4e0b\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u6ce8\u76ee\u3059\u3079\u304d\u3067\u3059\u3002\u3053\u308c\u306fGPS\u4fe1\u53f7\u306e\u53d7\u4fe1\u304c\u56f0\u96e3\u306a\u5730\u57df\u3067\u306f\u307e\u3063\u305f\u304f\u666e\u901a\u306e\u3053\u3068\u3067\u3059\u304c\u3001\u305d\u308c\u3067\u3082Bob\u304c\u5efa\u7269\u304b\u3089\u96e2\u308c\u3066\u6b69\u3044\u3066\u3044\u308b\u69d8\u5b50\u306f\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<h4>\u901f\u5ea6\u3068\u9ad8\u5ea6<\/h4>\n<p>\u79fb\u52d5\u3059\u308b\u8eca\u4e21\u306e\u4e2d\u306b\u3042\u308a\u3001\u304a\u305d\u3089\u304f\u9ad8\u901f\u3067\u79fb\u52d5\u3057\u3066\u3044\u308b\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3060\u3051\u3092\u53d6\u308a\u51fa\u3057\u305f\u3089\u3069\u3046\u306a\u308b\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u306e\u5834\u5408\u3001\u30d5\u30a3\u30eb\u30bf\u3068\u3057\u3066Google\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306e\u5206\u985e\u3068\u901f\u5ea6\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001IoT\u30c7\u30fc\u30bf\u3092GPS\u3068\u3046\u307e\u304f\u7d71\u5408\u3067\u304d\u308b\u30b1\u30fc\u30b9\u3067\u3059\u3002\u3053\u306e\u5834\u5408\u30012\u3064\u306e\u30d5\u30a3\u30eb\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u9ad8\u901f\u3067\u79fb\u52d5\u3057\u3066\u3044\u308b\u8eca\u5185\u306b\u3042\u308b\u3068\u601d\u308f\u308c\u308b\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u3092\u898b\u3064\u3051\u51fa\u3057\u307e\u3059\u3002\u56f34\u306b\u306f\u3001\u9ad8\u901f\u9053\u8def\u3068\u601d\u308f\u308c\u308b\u5834\u6240\u306b\u6700\u592785mph(\u30b0\u30e9\u30d5\u3067\u306fm\/s\u5358\u4f4d\u3067\u8868\u793a)\u306e\u901f\u5ea6\u3067\u79fb\u52d5\u3059\u308b4\u3064\u306e\u5186\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure style=\"width: 600px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-4.-Investigation-looking-into-velocity.png\" rel=\"wpdevart_lightbox\"><img  class=\"wp-image-107656 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-4.-Investigation-looking-into-velocity.png\" alt=\"GPS\u8ffd\u8de1\" width=\"600\" height=\"523\" \/><\/a><figcaption class=\"wp-caption-text\">\u56f34: \u901f\u5ea6\u306e\u8abf\u67fb<\/figcaption><\/figure>\n<p>\u8208\u5473\u6df1\u3044\u306e\u306f\u3001\u3053\u306e\u30d5\u30a3\u30eb\u30bf\u3067\u6355\u6349\u3055\u308c\u3066\u3044\u308b\u3082\u30461\u3064\u306e\u5186\u3067\u3059\u3002\u56f35\u3067\u306f\u3001\u3053\u306e\u5186\u306f\u7d04450mph\u306e\u901f\u3055\u3067\u7d043\u4e075\u5343\u30d5\u30a3\u30fc\u30c8\u306e\u9ad8\u5ea6\u3092\u79fb\u52d5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure style=\"width: 600px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-5.-Investigation-looking-into-altitude.png\" rel=\"wpdevart_lightbox\"><img  class=\"wp-image-107658 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-5.-Investigation-looking-into-altitude.png\" alt=\"\" width=\"600\" height=\"665\" \/><\/a><figcaption class=\"wp-caption-text\">\u56f35: \u9ad8\u5ea6\u306e\u8abf\u67fb<\/figcaption><\/figure>\n<p>\u30d5\u30a3\u30eb\u30bf\u306e\u300cIN_VEHICLE\u300d\u3092\u524a\u9664\u3059\u308b\u3068\u3001\u56f36\u306b\u793a\u3059\u3088\u3046\u306b\u3001\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u304c\u304a\u305d\u3089\u304f\u98db\u884c\u4e2d\u306e\u98db\u884c\u6a5f\u306e\u4e2d\u306b\u3042\u308b\u3068\u601d\u308f\u308c\u308b\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u305d\u3046\u3067\u3059\u3002GPS\u306f\u3001\u98db\u884c\u6a5f\u306b\u5bfe\u3057\u3066\u3082\u6709\u52b9\u3067\u3042\u308a\u3001\u643a\u5e2f\u96fb\u8a71\u30b5\u30fc\u30d3\u30b9\u304c\u5b58\u5728\u3057\u306a\u3044\u5834\u6240\u3067\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u5fc5\u8981\u306a\u306e\u306f\u3001\u982d\u4e0a\u306b4\u57fa\u306e\u885b\u661f\u304c\u3088\u304f\u898b\u901a\u305b\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002<\/p>\n<figure style=\"width: 600px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-6.-GPS-signals-in-airplane.gif\" rel=\"wpdevart_lightbox\"><img  class=\"wp-image-107660 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/\/2020\/06\/Figure-6.-GPS-signals-in-airplane.gif\" alt=\"\" width=\"600\" height=\"331\" \/><\/a><figcaption class=\"wp-caption-text\">\u56f36: \u98db\u884c\u6a5f\u306e\u4e2d\u306eGPS\u4fe1\u53f7<\/figcaption><\/figure>\n<h2>\u7d50\u8ad6<\/h2>\n<p>GPS\u30c7\u30fc\u30bf\u306f\u7dca\u6025\u5bfe\u5fdc\u3068\u72af\u7f6a\u8abf\u67fb\u306b\u83ab\u5927\u306a\u4fa1\u5024\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001GPS\u4fe1\u53f7\u306f\u507d\u88c5\u3082\u5bb9\u6613\u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f4d\u7f6e\u507d\u88c5\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u507d\u306e\u5ea7\u6a19\u3092\u4f1d\u9001\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u643a\u5e2f\u96fb\u8a71\u306e\u5185\u8535GPS\u3092\u3060\u307e\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u643a\u5e2f\u96fb\u8a71\u306e\u6240\u6709\u8005\u306f\u4e8b\u5b9f\u4e0a\u4e16\u754c\u4e2d\u306e\u3042\u3089\u3086\u308b\u5834\u6240\u306b\u79fb\u52d5\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5236\u9650\u304c\u3042\u308b\u3082\u306e\u306e\u3001\u30d1\u30ed\u30a2\u30eb\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30fc\u30e0\u3068\u6cd5\u57f7\u884c\u6a5f\u95a2\u304c\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u8abf\u67fb\u306e\u89b3\u70b9\u304b\u3089\u3001\u3053\u306e\u65b0\u3057\u3044\u5074\u9762\u3092\u8abf\u67fb\u3059\u308b\u3053\u3068\u3092\u671b\u3093\u3067\u3044\u307e\u3059\u3002IoT\u30c7\u30d0\u30a4\u30b9\u306e\u6570\u306f\u5897\u3048\u7d9a\u3051\u3066\u3044\u307e\u3059\u304c\u3001\u73fe\u5728\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c4\u30fc\u30eb\u3068\u8abf\u67fb\u624b\u6cd5\u304c\u5f37\u529b\u306a\u57fa\u76e4\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u4eca\u5f8c\u306fGPS\u30c7\u30fc\u30bf\u3092\u304b\u306a\u308a\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u81ea\u5206\u306eGPS\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u500b\u4eba\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u3001\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306e\u4f4d\u7f6e\u8ffd\u8de1\u3092\u5236\u9650\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u8a2d\u5b9a\u3067\u7c21\u5358\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3001App Store\u3084Google Play\u306a\u3069\u3001\u4fe1\u983c\u3067\u304d\u308b\u30bd\u30fc\u30b9\u304b\u3089\u306e\u307f\u30a2\u30d7\u30ea\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u79d8\u5bc6\u88e1\u306b\u4f4d\u7f6e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li id=\"post-107622-footnote-1\">\u4ee4\u548c\u5143\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8. \u7dcf\u52d9\u7701. <a href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r01\/pdf\/n1200000.pdf\">https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r01\/pdf\/n1200000.pdf<\/a><a href=\"#post-107622-footnote-ref-1\"> \u2191<\/a>(\u53c2\u7167 2020-06-30)<\/li>\n<li id=\"post-107622-footnote-0\">Google APIs for Android. Google. <a href=\"https:\/\/developers.google.com\/android\/reference\/com\/google\/android\/gms\/location\/DetectedActivity\">https:\/\/developers.google.com\/android\/reference\/com\/google\/android\/gms\/location\/DetectedActivity<\/a> <a href=\"#post-107622-footnote-ref-0\"> \u2191<\/a>(\u53c2\u7167 2020-06-30)<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 \u7dcf\u52d9\u7701\u300e\u4ee4\u548c\u5143\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300f\u306b\u3088\u308c\u3070\u3001Internet of Things (IoT)\u30c7\u30d0\u30a4\u30b9\u3068Internet of Medical Things 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