{"id":25129,"date":"2024-04-03T13:43:19","date_gmt":"2024-04-03T05:43:19","guid":{"rendered":"https:\/\/incit.org\/?p=25129"},"modified":"2025-06-13T23:08:00","modified_gmt":"2025-06-13T15:08:00","slug":"data-privacy-and-security-in-sustainable-manufacturing-in-the-age-of-industry-4-0","status":"publish","type":"post","link":"https:\/\/incit.org\/ja\/thought-leadership\/data-privacy-and-security-in-sustainable-manufacturing-in-the-age-of-industry-4-0\/","title":{"rendered":"\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u6642\u4ee3\u306e\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3"},"content":{"rendered":"<p>\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u306f2011\u5e74\u306b\u8a95\u751f\u3057\u305f\u3053\u3068\u304c\u5e83\u304f\u8a8d\u8b58\u3055\u308c\u3066\u304a\u308a\u300110\u5e74\u4ee5\u4e0a\u7d4c\u3063\u305f\u4eca\u3001\u88fd\u9020\u696d\u306f\u307e\u3055\u306b\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u9769\u547d\u306e\u771f\u3063\u53ea\u4e2d\u306b\u3042\u308a\u307e\u3059\u3002\u3042\u308b\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001<a href=\"https:\/\/www3.weforum.org\/docs\/WEF_Data_Excellence_Transforming_manufacturing_2021.pdf\" target=\"_blank\" rel=\"noopener\">\u4e16\u754c\u7d4c\u6e08\u30d5\u30a9\u30fc\u30e9\u30e0<\/a>\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u306b\u3088\u308b\u3068\u3001\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc 4.0 \u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u30d0\u30ea\u30e5\u30fc 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href=\"https:\/\/www.weforum.org\/agenda\/2016\/01\/9-quotes-that-sum-up-the-fourth-industrial-revolution\/#:~:text=%E2%80%9CThe%20Fourth%20Industrial%20Revolution%20is,to%20join%20in%20is%20now.%E2%80%9D&amp;text=%E2%80%9CAny%20skilled%20engineer%20can%20take,of%20any%20connected%20&#039;thing&#039;.\" target=\"_blank\" rel=\"noopener\">\u30c7\u30ed\u30a4\u30c8\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/a> 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<a href=\"https:\/\/www.globenewswire.com\/en\/news-release\/2023\/12\/13\/2795220\/0\/en\/With-40-9-CAGR-Data-Privacy-Software-Market-Size-to-Surpass-USD-30-31-Billion-by-2030.html\" target=\"_blank\" rel=\"noopener\">40.9\u30d1\u30fc\u30bb\u30f3\u30c8<\/a>\u3053\u306e\u6975\u3081\u3066\u91cd\u8981\u306a\u6642\u671f\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30d7\u30ed\u30bb\u30b9\u306e\u53f0\u982d<\/h2>\n<p>\u6570\u5b66\u8005\u30af\u30e9\u30a4\u30f4\u30fb\u30cf\u30f3\u30d3\u30fc\u306e\u300c\u30c7\u30fc\u30bf\u306f\u65b0\u305f\u306a\u77f3\u6cb9\u300d\u3068\u3044\u3046\u8aac\u304c\u6b63\u3057\u3044\u3068\u3059\u308c\u3070\u3001\u88fd\u9020\u696d\u306f\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u6d3b\u7528\u3067\u304d\u308b\u60c5\u5831\u306e\u91d1\u9271\u3092\u6240\u6709\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u306a\u308b\u3002\u88fd\u9020\u696d\u306f\u3001IoT\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3068\u3044\u3063\u305f\u7834\u58ca\u7684\u306a\u30c8\u30ec\u30f3\u30c9\u3092\u88fd\u9020\u696d\u306b\u3082\u305f\u3089\u3057\u3066\u304d\u305f\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u53f0\u982d\u306b\u3088\u308a\u3001\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u6709\u3057\u3066\u3044\u308b\u3002 <a href=\"https:\/\/incit.org\/en\/thought-leadership\/hyper-personalisation-in-manufacturing-ushering-the-next-industrial-revolution\/\">\u30cf\u30a4\u30d1\u30fc\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/a>\u3059\u3079\u3066\u306e\u9769\u65b0\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u5909\u9769\u3092\u3082\u305f\u3089\u3059\u3082\u306e\u3067\u3059\u304c\u3001\u5206\u6790\u3059\u3079\u304d\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3082\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u88fd\u9020\u696d\u304c\u30c7\u30fc\u30bf\u3078\u306e\u4f9d\u5b58\u5ea6\u3092\u9ad8\u3081\u308b\u306b\u3064\u308c\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u30c4\u30fc\u30eb\u3068\u5805\u7262\u306a\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3078\u306e\u9700\u8981\u306f\u9ad8\u307e\u308a\u307e\u3059\u3002\u7d041,300\u4eba\u306e\u88fd\u9020\u696d\u5e79\u90e8\u3092\u5bfe\u8c61\u3068\u3057\u305f\u696d\u754c\u8abf\u67fb\u3067\u306f\u3001 <a href=\"https:\/\/www.bcg.com\/press\/14january2021-data-driven-operations-key-to-manufacturings-future\" target=\"_blank\" rel=\"noopener\">4\u5206\u306e3<\/a> \u5065\u5168\u306a\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u5206\u6790\u306e\u5fc5\u8981\u6027\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u3063\u3066\u304d\u3066\u304a\u308a\u3001\u305d\u306e\u91cd\u8981\u6027\u306f3\u5e74\u524d\u3068\u6bd4\u3079\u3066\u5927\u5e45\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001AI\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u306e\u8a13\u7df4\u3092\u53d7\u3051\u305f\u719f\u7df4\u3057\u305f\u4eba\u6750\u304c\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5206\u6790\u3057\u3001\u6d41\u5165\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308b\u4e0a\u3067\u5fc5\u8981\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30d7\u30ed\u30bb\u30b9\u3092\u3046\u307e\u304f\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u88fd\u9020\u696d\u8005\u306f\u3044\u304f\u3064\u304b\u306e\u969c\u5bb3\u3092\u514b\u670d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/hbr.org\/2016\/05\/the-biggest-challenges-of-data-driven-manufacturing\" target=\"_blank\" rel=\"noopener\">\u30cf\u30fc\u30d0\u30fc\u30c9\u30fb\u30d3\u30b8\u30cd\u30b9\u30fb\u30ec\u30d3\u30e5\u30fc<\/a>\u3053\u308c\u3089\u306e\u963b\u5bb3\u8981\u56e0\u306f\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u7cbe\u67fb\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u52b9\u7387\u7684\u306a\u76e3\u8996\u3001Web\u30d9\u30fc\u30b9\u306e\u6280\u8853\u3068\u751f\u7523\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u88fd\u9020\u306b\u306f\u3001\u52b9\u7387\u6027\u306e\u5411\u4e0a\u3084\u9ad8\u5ea6\u306a\u610f\u601d\u6c7a\u5b9a\u3068\u3044\u3063\u305f\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u3001\u696d\u754c\u306e\u5c06\u6765\u306e\u767a\u5c55\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u306f\u3069\u306e\u3088\u3046\u306b\u30b9\u30de\u30fc\u30c8\u3067\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u3092\u63a8\u9032\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u306f\u6570\u591a\u304f\u306e\u6301\u7d9a\u53ef\u80fd\u306a\u6a5f\u4f1a\u3092\u5275\u51fa\u3057\u307e\u3059\u304c\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u74b0\u5883\u30fb\u793e\u4f1a\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\uff08ESG\uff09\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306b\u7a4d\u6975\u7684\u306b\u53d6\u308a\u7d44\u307e\u306a\u3044\u30e1\u30fc\u30ab\u30fc\u306b\u3068\u3063\u3066\u306f\u3001\u60aa\u5f71\u97ff\u3082\u53ca\u307c\u3057\u5f97\u307e\u3059\u3002\u30e1\u30fc\u30ab\u30fc\u306f\u3001\u8a55\u5224\u306e\u4f4e\u4e0b\u3001\u7af6\u5408\u4ed6\u793e\u3078\u306e\u5f8c\u308c\u3001\u3042\u308b\u3044\u306f\u696d\u754c\u5185\u3067\u306e\u9673\u8150\u5316\u3068\u3044\u3063\u305f\u30ea\u30b9\u30af\u3092\u8ca0\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u88fd\u9020\u696d\u306f\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3057\u3001\u65b0\u305f\u306a\u6301\u7d9a\u53ef\u80fd\u306a\u9053\u3092\u5207\u308a\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u3001\u4e88\u77e5\u4fdd\u5168\u3001\u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u3092\u901a\u3058\u3066\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u3092\u652f\u63f4\u3057\u3001\u5ec3\u68c4\u7269\u306e\u6700\u5c0f\u5316\u3001\u52b9\u7387\u6027\u306e\u5411\u4e0a\u3001\u74b0\u5883\u3078\u306e\u5f71\u97ff\u306e\u4f4e\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u88fd\u9020\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u5316\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308c\u3070\u3001\u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u3092\u652f\u63f4\u3057\u3001\u5ec3\u68c4\u7269\u3092\u524a\u6e1b\u3057\u3001\u6700\u7d42\u7684\u306b\u306f\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u6301\u7d9a\u53ef\u80fd\u6027\u3092\u63a8\u9032\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u88fd\u9020\u696d\u304c\u4eab\u53d7\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u306e\u307b\u3093\u306e\u4e00\u90e8\u306b\u904e\u304e\u307e\u305b\u3093\u3002<\/p>\n<h2>\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u6f5c\u5728\u7684\u306a\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p>\u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30e9\u30a4\u30c8\u30cf\u30a6\u30b9\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u7b2c\u56db\u6b21\u7523\u696d\u7d4c\u55b6\u8005\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001<a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/operations\/our%20insights\/the%20next%20chapter%20lighthouses%20shape%20the%20fourth%20industrial%20revolution\/svgz-nextchapterlighthouse-ex1.svgz?cq=50&amp;cpy=Center\" target=\"_blank\" rel=\"noopener\">77\u30d1\u30fc\u30bb\u30f3\u30c8<\/a>\u8abf\u67fb\u5bfe\u8c61\u3068\u306a\u3063\u305f\u7d4c\u55b6\u5e79\u90e8\u306e 100% \u304c\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u3001\u751f\u7523\u6027\u3001\u56de\u5fa9\u529b\u304c\u81ea\u793e\u306e\u6700\u512a\u5148\u4e8b\u9805\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306f\u3053\u308c\u3089\u3059\u3079\u3066\u306e\u6539\u5584\u306e\u539f\u52d5\u529b\u3068\u306a\u308a\u5f97\u308b\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3>1. \u52b9\u7387\u6027\u306e\u5411\u4e0a<\/h3>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u88fd\u9020\u696d\u8005\u306f\u751f\u7523\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u975e\u52b9\u7387\u6027\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u3089\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u8cc7\u6e90\u5229\u7528\u3092\u6700\u9069\u5316\u3057\u3001\u5ec3\u68c4\u7269\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/incit.org\/en\/thought-leadership\/cutting-edge-data-analytics-why-newer-technologies-alone-cannot-power-the-factory-of-the-future\/\">\u30c7\u30fc\u30bf\u5206\u6790<\/a> \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306e\u3082\u3046 1 \u3064\u306e\u91cd\u8981\u306a\u6a5f\u80fd\u3067\u3042\u308b\u30c7\u30fc\u30bf\u306b\u3088\u3063\u3066\u3001\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9 \u30ec\u30a4\u30e4\u30fc\u304c\u8ffd\u52a0\u3055\u308c\u3001\u30ae\u30e3\u30c3\u30d7\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3066\u4fee\u6b63\u3057\u306a\u304c\u3089\u65e2\u5b58\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6539\u5584\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>2. \u30b3\u30b9\u30c8\u524a\u6e1b<\/h3>\n<p>\u7c73\u56fd\u74b0\u5883\u4fdd\u8b77\u5e81\uff08<a href=\"https:\/\/www.epa.gov\/sustainability\/sustainable-manufacturing\" target=\"_blank\" rel=\"noopener\">EPA<\/a>\uff08\u82f1\u8a9e\uff09\u306f\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u6d1e\u5bdf\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u4f7f\u7528\u306e\u6700\u9069\u5316\u3001\u5ec3\u68c4\u7269\u306e\u524a\u6e1b\u3001\u30d7\u30ed\u30bb\u30b9\u52b9\u7387\u306e\u5411\u4e0a\u306b\u3088\u3063\u3066\u88fd\u9020\u696d\u8005\u304c\u8cc7\u6e90\u3068\u751f\u7523\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u306e\u3092\u652f\u63f4\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>3. \u88fd\u54c1\u3068\u30b5\u30fc\u30d3\u30b9\u306e\u54c1\u8cea\u5411\u4e0a<\/h3>\n<p>\u88fd\u9020\u696d\u306f\u304a\u304a\u3088\u305d <a href=\"https:\/\/incit.org\/en\/thought-leadership\/whats-in-store-for-2024-5-top-manufacturing-trends-to-watch\/\">3\u5206\u306e2<\/a> \u4e16\u754c\u5168\u4f53\u306e GHG \u6392\u51fa\u91cf\u306e 10% \u3092\u5360\u3081\u3066\u3044\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u3068\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e1\u30fc\u30ab\u30fc\u306f\u88fd\u54c1\u3068\u30b5\u30fc\u30d3\u30b9\u306e\u54c1\u8cea\u3092\u9ad8\u3081\u3001\u6b20\u9665\u3084\u8fd4\u54c1\u306b\u3088\u308b\u7121\u99c4\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>4. \u6700\u9069\u5316\u3055\u308c\u305f\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3<\/h3>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001\u88fd\u9020\u696d\u306e\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3\u306e\u5f37\u5316\u3068\u5408\u7406\u5316\u3001\u8cc7\u672c\u53ce\u76ca\u7387\u306e\u5411\u4e0a\u3001\u4e8b\u696d\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u5411\u4e0a\u306a\u3069\u3001\u591a\u304f\u306e\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30de\u30c3\u30ad\u30f3\u30bc\u30fc\u30fb\u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\u306e\u5206\u6790\u3067\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6d3b\u7528\u306e7\u3064\u306e\u624b\u6bb5\u304c\u660e\u3089\u304b\u306b\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/mckinsey%20digital\/our%20insights\/big%20data%20the%20next%20frontier%20for%20innovation\/mgi_big_data_full_report.pdf\" target=\"_blank\" rel=\"noopener\">\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3<\/a>\u4ee5\u4e0b\u306e\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-35220 size-full\" src=\"https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis.png\" alt=\"\" width=\"847\" height=\"603\" srcset=\"https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis.png 847w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-300x214.png 300w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-768x547.png 768w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-18x12.png 18w\" sizes=\"(max-width: 847px) 100vw, 847px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u8ab2\u984c<\/h2>\n<p>\u306b\u3088\u308b\u3068\u3001 <a href=\"https:\/\/hbr.org\/2016\/05\/the-biggest-challenges-of-data-driven-manufacturing\" target=\"_blank\" rel=\"noopener\">\u30cf\u30fc\u30d0\u30fc\u30c9\u30fb\u30d3\u30b8\u30cd\u30b9\u30fb\u30ec\u30d3\u30e5\u30fc<\/a>\u30c9\u30a4\u30c4\u3067\u306f\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u3001\u7c73\u56fd\u3067\u306f\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09\u3001\u4e2d\u56fd\u3067\u306f\u7269\u8054\u7db2\uff08w\u00f9 li\u00e1n w\u0103ng\uff09\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u63a8\u9032\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u3044\u305a\u308c\u3082\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u5206\u6790\u3092\u6d3b\u7528\u3057\u3066\u88fd\u9020\u696d\u3092\u5909\u9769\u3059\u308b\u3053\u3068\u306b\u6ce8\u529b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u540c\u6642\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5927\u304d\u306a\u8ab2\u984c\u3082\u6d6e\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>1. \u30c7\u30fc\u30bf\u7d71\u5408<\/h3>\n<p>\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u8ab2\u984c\u306e\u4e00\u3064\u306f\u3001\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u5f97\u3089\u308c\u308b\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3084\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306a\u3069\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6a5f\u68b0\u30ed\u30b0\u3001\u4f01\u696d\u30b7\u30b9\u30c6\u30e0\u3001\u30bb\u30f3\u30b5\u30fc\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u3001\u52b9\u679c\u7684\u306a\u5206\u6790\u3068\u6d3b\u7528\u3092\u53ef\u80fd\u306b\u3059\u308b\u5f62\u3067\u7d71\u5408\u3059\u308b\u3053\u3068\u306f\u3001\u8907\u96d1\u306a\u4f5c\u696d\u3068\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>2. \u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3068\u6b63\u78ba\u6027<\/h3>\n<p>\u4e0e\u3048\u3089\u308c\u305f\u30c7\u30fc\u30bf\u306b\u3088\u3063\u3066\u306e\u307f\u3001\u771f\u4fa1\u304c\u554f\u308f\u308c\u307e\u3059\u3002\u88fd\u9020\u30c7\u30fc\u30bf\u306f\u6b63\u78ba\u3067\u4fe1\u983c\u3067\u304d\u308b\u3082\u306e\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u30bb\u30f3\u30b5\u30fc\u30a8\u30e9\u30fc\u3001\u30c7\u30fc\u30bf\u306e\u6b20\u843d\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u65b9\u6cd5\u306e\u4e0d\u898f\u5247\u6027\u3068\u3044\u3063\u305f\u8981\u56e0\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u304c\u4e0d\u660e\u78ba\u306b\u306a\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>3. \u30c7\u30fc\u30bf\u5206\u6790\u30b9\u30ad\u30eb<\/h3>\n<p>\u52b4\u50cd\u7d71\u8a08\u5c40\uff08BLS\uff09\u306f\u3001<a href=\"https:\/\/www.bls.gov\/ooh\/math\/data-scientists.htm#:~:text=Employment%20of%20data%20scientists%20is,on%20average%2C%20over%20the%20decade.\" target=\"_blank\" rel=\"noopener\">36\u30d1\u30fc\u30bb\u30f3\u30c8<\/a>2031\u5e74\u307e\u3067\u306b\u3053\u306e\u5206\u91ce\u306e\u96c7\u7528\u306f\u5897\u52a0\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u73fe\u72b6\u306b\u95a2\u3059\u308b\u5831\u544a\u66f8\u3067\u306f\u3001<a href=\"https:\/\/know.anaconda.com\/rs\/387-XNW-688\/images\/ANA_2022SODSReport.pdf\" target=\"_blank\" rel=\"noopener\">63\u30d1\u30fc\u30bb\u30f3\u30c8<\/a>\u56de\u7b54\u8005\u306e70%\u304c\u3001\u3053\u306e\u5206\u91ce\u306e\u4eba\u6750\u4e0d\u8db3\u306b\u3064\u3044\u3066\u4e2d\u7a0b\u5ea6\u306e\u61f8\u5ff5\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u6709\u80fd\u306a\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u4e0d\u8db3\u306b\u3088\u308a\u3001\u3059\u3079\u3066\u306e\u30e1\u30fc\u30ab\u30fc\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u9069\u5207\u306b\u5206\u6790\u3057\u3001\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u5c0e\u304d\u51fa\u3059\u4f59\u88d5\u304c\u3042\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3>4. \u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/h3>\n<p>\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u5897\u52a0\u306b\u4f34\u3044\u3001\u30c7\u30fc\u30bf\u4fb5\u5bb3\u306e\u30ea\u30b9\u30af\u3082\u9ad8\u307e\u308a\u307e\u3059\u3002 <a href=\"https:\/\/incit.org\/en\/thought-leadership\/developing-cyber-resilience-in-an-increasingly-interconnected-manufacturing-industry\/\">\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u653b\u6483<\/a>\u56fd\u5bb6\u306b\u3088\u308b\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3084\u5206\u6563\u578b\u30b5\u30fc\u30d3\u30b9\u62d2\u5426 (DDoS) \u653b\u6483\u304c\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u30e1\u30fc\u30ab\u30fc\u306f\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u5f37\u529b\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/h2>\n<p>\u88fd\u9020\u696d\u306b\u304a\u3044\u3066\u30c7\u30fc\u30bf\u3092\u8ce2\u304f\u6d3b\u7528\u3059\u308b\u3053\u3068\u306f\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u539f\u5247\u306e\u5c0e\u5165\u3092\u4fc3\u9032\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u751f\u7523\u6027\u5411\u4e0a\u3001ESG\u539f\u5247\u3078\u306e\u9069\u5408\u3068\u3044\u3063\u305f\u8cb4\u91cd\u306a\u30e1\u30ea\u30c3\u30c8\u3082\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u512a\u5148\u3059\u308b\u3053\u3068\u304c\u524d\u63d0\u3068\u306a\u308a\u307e\u3059\u3002\u653f\u5e9c\u306e\u8b66\u544a\u306b\u5f93\u308f\u306a\u3044\u30e1\u30fc\u30ab\u30fc\u306f\u3001\u7f70\u91d1\u3001\u8a55\u5224\u306e\u5931\u589c\u3001\u305d\u3057\u3066\u6700\u7d42\u7684\u306b\u306f\u4e8b\u696d\u306e\u5931\u6557\u3068\u3044\u3063\u305f\u5927\u304d\u306a\u4ee3\u511f\u3092\u6255\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30ea\u30b9\u30af\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u306b\u3001\u88fd\u9020\u696d\u8005\u306f\u3001\u4f01\u696d\u5168\u4f53\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u660e\u78ba\u306a\u30dd\u30ea\u30b7\u30fc\u3001\u624b\u9806\u3001\u8cac\u4efb\u3092\u5b9a\u7fa9\u3059\u308b\u5f37\u529b\u306a\u30c7\u30fc\u30bf \u30ac\u30d0\u30ca\u30f3\u30b9\u57fa\u76e4\u3092\u5099\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u672a\u6765<\/h2>\n<p>\u88fd\u9020\u696d\u306f\u4f1d\u7d71\u7684\u306b<a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/mckinsey%20digital\/our%20insights\/big%20data%20the%20next%20frontier%20for%20innovation\/mgi_big_data_full_report.pdf\" target=\"_blank\" rel=\"noopener\">\u751f\u7523\u6027\u306e\u5148\u99c6\u8005<\/a>\u306f\u4eca\u3001\u304b\u3064\u3066\u306a\u3044\u91cf\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u751f\u307f\u51fa\u3057\u3001\u5927\u304d\u306a\u5229\u76ca\u3092\u7d04\u675f\u3059\u308b\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u306e\u6642\u4ee3\u3078\u3068\u7a81\u5165\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u696d\u754c\u304c\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u6d3b\u52d5\u3078\u3068\u62e1\u5927\u3057\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u62e1\u5f35\u3055\u308c\u308b\u306b\u3064\u308c\u3001\u30ea\u30b9\u30af\u8981\u56e0\u3082\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3001ESG\u4fa1\u5024\u3084\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u3078\u306e\u53d6\u308a\u7d44\u307f\u3092\u542b\u3080\u88fd\u9020\u696d\u306e\u5909\u9769\u306b\u304a\u3044\u3066\u6975\u3081\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u5bfe\u5fdc\u3057\u3066\u3001\u88fd\u9020\u696d\u8005\u306f\u30c7\u30fc\u30bf\u4fdd\u8b77\u6280\u8853\u3078\u306e\u8fc5\u901f\u306a\u6295\u8cc7\u3068\u5148\u9032\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u88fd\u9020\u696d\u306e\u672a\u6765\u306f\u3001\u5e38\u306b\u4e00\u6b69\u5148\u3092\u884c\u304d\u3001\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u6027\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089\u52b9\u7387\u7684\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u4eba\u3005\u306b\u3088\u3063\u3066\u5f62\u4f5c\u3089\u308c\u308b\u304b\u3089\u3067\u3059\u3002\u305d\u306e\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u5f53\u793e\u306e\u30df\u30c3\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b\u8a73\u7d30\u60c5\u5831\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/incit.org\/ja\/who-we-are\/\">\u3053\u3053<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Industry 4.0 is widely recognised to have originated in 2011, and now, after over ten years, the manufacturing sector is well and truly in the midst of a data-driven revolution. According to a\u202fWorld Economic Forum\u202fwhitepaper, Industry 4.0 will spur enterprises to join forces in interconnected value networks to leverage data and analytics applications to fuel productivity, cultivate new customer experiences, and make a significant impact on society and the environment. According to Gary Coleman, Global Industry and Senior Client Advisor, Deloitte Consulting has said that \u201cthe Fourth Industrial Revolution is still in its nascent state,\u201d but as this era unfolds further, it will continue to unlock an unprecedented amount of [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":35223,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[92,106,22,27,107],"class_list":["post-25129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-cybersecurity","tag-data-privacy","tag-digital-transformation","tag-mainspotlight","tag-security"],"acf":{"topic":"cybersecurity"},"_links":{"self":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts\/25129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/comments?post=25129"}],"version-history":[{"count":3,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts\/25129\/revisions"}],"predecessor-version":[{"id":37887,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/posts\/25129\/revisions\/37887"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/media\/35223"}],"wp:attachment":[{"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/media?parent=25129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/categories?post=25129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/ja\/wp-json\/wp\/v2\/tags?post=25129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}