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\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u304b\u3089\u5f97\u3089\u308c\u305f\u6d1e\u5bdf\u306b\u57fa\u3065\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3055\u308c\u305f\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306e\u30eb\u30fc\u30eb\u304c\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30eb\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u6b63\u898f\u5316\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306a\u3069\u306e\u5074\u9762\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5b9f\u884c<\/strong>: \u30eb\u30fc\u30eb\u304c\u78ba\u7acb\u3055\u308c\u305f\u3089\u3001\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u30c4\u30fc\u30eb\u307e\u305f\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5909\u63db\u3092\u9069\u7528\u3057\u307e\u3059\u3002\u81ea\u52d5\u5316\u306b\u3088\u308a\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u5408\u7406\u5316\u3055\u308c\u3001\u4e00\u8cab\u6027\u306e\u3042\u308b\u52b9\u7387\u7684\u306a\u7d50\u679c\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u4e3b\u8981\u306a\u6a5f\u80fd\u306e\u5206\u6790\u3002<\/h2>\n<p>\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u306f\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u5411\u4e0a\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u5408\u7406\u5316\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u5f37\u5316\u306b\u8ca2\u732e\u3059\u308b\u591a\u304f\u306e\u5229\u70b9\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u4e3b\u306a\u6a5f\u80fd\u3068\u5229\u70b9\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u76f8\u4e92\u904b\u7528\u6027<\/strong>: \u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u7d44\u7e54\u9593\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u4ea4\u63db\u304a\u3088\u3073\u5171\u6709\u3067\u304d\u3001\u76f8\u4e92\u904b\u7528\u6027\u304c\u4fc3\u9032\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u54c1\u8cea<\/strong>: \u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u306b\u3088\u308a\u30a8\u30e9\u30fc\u3084\u4e0d\u6574\u5408\u304c\u6392\u9664\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3068\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3057\u3001\u3088\u308a\u6b63\u78ba\u306a\u5206\u6790\u306e\u57fa\u790e\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u52b9\u7387<\/strong>: \u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3068\u5206\u6790\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u7c21\u7d20\u5316\u3055\u308c\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u304c\u7bc0\u7d04\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/strong>: \u6a19\u6e96\u5316\u306f\u3001\u30c7\u30fc\u30bf \u30dd\u30ea\u30b7\u30fc\u3068\u898f\u5236\u8981\u4ef6\u3078\u306e\u6e96\u62e0\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf \u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u53d6\u308a\u7d44\u307f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u306e\u6bd4\u8f03\u53ef\u80fd\u6027<\/strong>: \u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u9593\u306e\u6bd4\u8f03\u304c\u5bb9\u6613\u306b\u306a\u308a\u3001\u6709\u610f\u7fa9\u306a\u6d1e\u5bdf\u3068\u50be\u5411\u3092\u7279\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u610f\u601d\u6c7a\u5b9a<\/strong>: \u4e00\u8cab\u6027\u3068\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u3001\u7d44\u7e54\u306f\u3088\u308a\u591a\u304f\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u3069\u306e\u3088\u3046\u306a\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u304c\u5b58\u5728\u3059\u308b\u304b\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002\u8868\u3068\u30ea\u30b9\u30c8\u3092\u4f7f\u7528\u3057\u3066\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u8981\u4ef6\u3068\u30c9\u30e1\u30a4\u30f3\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u30bf\u30a4\u30d7\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u69cb\u9020\u306e\u6a19\u6e96\u5316<\/strong>: \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30b9\u30ad\u30fc\u30de\u306e\u6a19\u6e96\u5316\u3084\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u6a19\u6e96\u5316\u306a\u3069\u3001\u30c7\u30fc\u30bf\u8981\u7d20\u306e\u7d71\u4e00\u69cb\u9020\u306e\u5b9a\u7fa9\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7528\u8a9e\u306e\u6a19\u6e96\u5316<\/strong>: \u7528\u8a9e\u3068\u6982\u5ff5\u306e\u4e00\u8cab\u3057\u305f\u4f7f\u7528\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f\u8a9e\u5f59\u3001\u5206\u985e\u6cd5\u3001\u304a\u3088\u3073\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306e\u4f5c\u6210\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30b3\u30fc\u30c9\u306e\u6a19\u6e96\u5316<\/strong>: \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u4e00\u8cab\u3057\u305f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u624b\u6cd5\u3092\u78ba\u7acb\u3057\u3001\u30b3\u30fc\u30c9\u306e\u53ef\u8aad\u6027\u3068\u4fdd\u5b88\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u696d\u754c\u56fa\u6709\u306e\u6a19\u6e96\u5316<\/strong>: \u3055\u307e\u3056\u307e\u306a\u696d\u754c\u304c\u3001\u305d\u308c\u305e\u308c\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u53d6\u308a\u7d44\u307f\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u306e HL7 \u3084\u4fdd\u967a\u5206\u91ce\u306e ACORD \u306a\u3069\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5730\u7406\u7a7a\u9593\u306e\u6a19\u6e96\u5316<\/strong>: \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306f\u3001\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0 (GIS) \u306a\u3069\u3001\u4f4d\u7f6e\u30d9\u30fc\u30b9\u306e\u5206\u6790\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u306b\u6a19\u6e96\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u4ea4\u63db\u306e\u6a19\u6e96\u5316<\/strong>: \u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u4ea4\u63db\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u306b\u306f\u3001XML\u3001JSON\u3001EDI (\u96fb\u5b50\u30c7\u30fc\u30bf\u4ea4\u63db) \u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u6b21\u306e\u8868\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u4e00\u822c\u7684\u306a\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u3068\u305d\u306e\u5fdc\u7528\u3092\u307e\u3068\u3081\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u7a2e\u985e<\/th>\n<th>\u5fdc\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u69cb\u9020\u306e\u6a19\u6e96\u5316<\/td>\n<td>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a2d\u8a08\u3068\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u8a9e\u306e\u6a19\u6e96\u5316<\/td>\n<td>\u4e00\u8cab\u3057\u305f\u8a9e\u5f59\u3068\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc<\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30fc\u30c9\u306e\u6a19\u6e96\u5316<\/td>\n<td>\u8aad\u307f\u3084\u3059\u304f\u4fdd\u5b88\u3057\u3084\u3059\u3044\u30b3\u30fc\u30c9<\/td>\n<\/tr>\n<tr>\n<td>\u696d\u754c\u56fa\u6709\u306e\u6a19\u6e96\u5316<\/td>\n<td>\u30d8\u30eb\u30b9\u30b1\u30a2 (HL7)\u3001\u4fdd\u967a (ACORD)<\/td>\n<\/tr>\n<tr>\n<td>\u5730\u7406\u7a7a\u9593\u306e\u6a19\u6e96\u5316<\/td>\n<td>\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0 (GIS)<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u4ea4\u63db\u306e\u6a19\u6e96\u5316<\/td>\n<td>\u76f8\u4e92\u904b\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u4ea4\u63db\u30d5\u30a9\u30fc\u30de\u30c3\u30c8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u306e\u6d3b\u7528\u65b9\u6cd5\u3001\u6d3b\u7528\u306b\u95a2\u308f\u308b\u8ab2\u984c\u3068\u305d\u306e\u89e3\u6c7a\u7b56\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306f\u5e45\u5e83\u3044\u30b7\u30ca\u30ea\u30aa\u3067\u5fdc\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u4f7f\u7528\u306f\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3084\u5206\u91ce\u306b\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u5206\u6790<\/strong>: \u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u6b63\u78ba\u3067\u4e00\u8cab\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u3088\u308a\u512a\u308c\u305f\u30d3\u30b8\u30cd\u30b9\u6d1e\u5bdf\u3068\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u7d71\u5408<\/strong>: \u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u5834\u5408\u3001\u6a19\u6e96\u5316\u306b\u3088\u308a\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3068\u4e92\u63db\u6027\u304c\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u79fb\u884c<\/strong>: \u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u307e\u305f\u306f\u30c7\u30fc\u30bf\u8ee2\u9001\u4e2d\u3001\u6a19\u6e96\u5316\u306b\u3088\u308a\u79fb\u884c\u30d7\u30ed\u30bb\u30b9\u304c\u7c21\u7d20\u5316\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u640d\u5931\u3084\u7834\u640d\u306e\u30ea\u30b9\u30af\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4f01\u696d\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/strong>: \u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u696d\u754c\u898f\u5236\u3068\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u6cd5\u306e\u9075\u5b88\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u5171\u6709<\/strong>: \u6a19\u6e96\u5316\u306b\u3088\u308a\u3001\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u95a2\u4fc2\u8005\u9593\u3067\u306e\u30b9\u30e0\u30fc\u30ba\u304b\u3064\u5b89\u5168\u306a\u30c7\u30fc\u30bf\u5171\u6709\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h3>\u554f\u984c\u3068\u89e3\u6c7a\u7b56:<\/h3>\n<p>\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u306b\u306f\u591a\u304f\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u8ab2\u984c\u304c\u306a\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3088\u304f\u3042\u308b\u554f\u984c\u3068\u305d\u306e\u89e3\u6c7a\u7b56\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u306e\u4e0d\u6574\u5408<\/strong>: \u7570\u306a\u308b\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306f\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u3001\u4e0d\u4e00\u81f4\u304c\u751f\u3058\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u81ea\u52d5\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf \u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3068\u691c\u8a3c\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u30ed\u30b9<\/strong>: \u5834\u5408\u306b\u3088\u3063\u3066\u306f\u3001\u6a19\u6e96\u5316\u306b\u3088\u308a\u7279\u5b9a\u306e\u8a73\u7d30\u3084\u30cb\u30e5\u30a2\u30f3\u30b9\u304c\u5931\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u8efd\u6e1b\u3059\u308b\u306b\u306f\u3001\u6a19\u6e96\u5316\u3068\u8cb4\u91cd\u306a\u60c5\u5831\u306e\u4fdd\u5b58\u3068\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u57fa\u6e96\u306e\u5909\u5316<\/strong>: \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u696d\u754c\u304c\u9032\u5316\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u304c\u5909\u66f4\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3057\u3001\u65b0\u3057\u3044\u6a19\u6e96\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u5e38\u306b\u5165\u624b\u3059\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30b3\u30b9\u30c8\u3068\u30ea\u30bd\u30fc\u30b9<\/strong>: \u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u5b9f\u88c5\u306b\u306f\u3001\u30c4\u30fc\u30eb\u3001\u5c02\u9580\u77e5\u8b58\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3078\u306e\u6295\u8cc7\u304c\u5fc5\u8981\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u9577\u671f\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u521d\u671f\u30b3\u30b9\u30c8\u3092\u4e0a\u56de\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5909\u5316\u3078\u306e\u62b5\u6297<\/strong>: \u5f93\u696d\u54e1\u306f\u3001\u65b0\u3057\u3044\u6a19\u6e96\u5316\u6163\u884c\u306b\u9069\u5fdc\u3059\u308b\u3053\u3068\u306b\u62b5\u6297\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u9069\u5207\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u3053\u306e\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u4e3b\u306a\u7279\u5fb4\u3084\u305d\u306e\u4ed6\u306e\u985e\u4f3c\u7528\u8a9e\u3068\u306e\u6bd4\u8f03\u3092\u8868\u3084\u30ea\u30b9\u30c8\u306e\u5f62\u5f0f\u3067\u793a\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u7279\u5fb4:<\/h3>\n<ol>\n<li>\n<p><strong>\u5747\u4e00<\/strong>: \u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u3059\u3079\u3066\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u308f\u305f\u3063\u3066\u4e00\u8cab\u3057\u305f\u5f62\u5f0f\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3068\u6bd4\u8f03\u304c\u4fc3\u9032\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6b63\u78ba\u3055<\/strong>: \u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3068\u691c\u8a3c\u306b\u3088\u308a\u3001\u6a19\u6e96\u5316\u306b\u3088\u308a\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3068\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u76f8\u4e92\u904b\u7528\u6027<\/strong>: \u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u7c21\u5358\u306b\u4ea4\u63db\u304a\u3088\u3073\u5171\u6709\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u52b9\u7387<\/strong>: \u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u3088\u308a\u30c7\u30fc\u30bf \u30d7\u30ed\u30bb\u30b9\u304c\u5408\u7406\u5316\u3055\u308c\u3001\u52b4\u529b\u3068\u30ea\u30bd\u30fc\u30b9\u306e\u91cd\u8907\u304c\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h3>\u985e\u4f3c\u306e\u7528\u8a9e\u3068\u306e\u6bd4\u8f03:<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u5b66\u671f<\/th>\n<th>\u8aac\u660e<\/th>\n<th>\u9055\u3044<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30c7\u30fc\u30bf\u306e\u6b63\u898f\u5316<\/td>\n<td>\u6a19\u6e96\u5316\u306e\u5177\u4f53\u7684\u306a\u90e8\u5206<\/td>\n<td>\u30c7\u30fc\u30bf\u6b63\u898f\u5316\u306f\u6570\u5024\u30c7\u30fc\u30bf\u3092\u5171\u901a\u306e\u7bc4\u56f2\u306b\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u6a19\u6e96\u5316\u306f\u3088\u308a\u5305\u62ec\u7684\u3067\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/td>\n<td>\u30c7\u30fc\u30bf\u306e\u30a8\u30e9\u30fc\u3084\u4e0d\u6574\u5408\u3092\u53d6\u308a\u9664\u304f<\/td>\n<td>\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u306b\u306f\u30c7\u30fc\u30bf \u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u305d\u308c\u3092\u8d85\u3048\u3066\u3001\u66f8\u5f0f\u8a2d\u5b9a\u3084\u7d71\u5408\u3082\u542b\u307e\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u306e\u8abf\u548c<\/td>\n<td>\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u9593\u306e\u4e00\u8cab\u6027\u306e\u5b9f\u73fe<\/td>\n<td>\u30c7\u30fc\u30bf\u306e\u8abf\u548c\u306f\u3001\u7570\u306a\u308b\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u9593\u306e\u5dee\u7570\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306b\u95a2\u9023\u3059\u308b\u5c06\u6765\u306e\u5c55\u671b\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u5c06\u6765\u306b\u306f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9032\u5316\u3068\u65b0\u305f\u306a\u30cb\u30fc\u30ba\u306b\u3088\u3063\u3066\u4fc3\u9032\u3055\u308c\u308b\u6709\u671b\u306a\u9032\u6b69\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af Web \u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/strong>\uff1aRDF\uff08\u30ea\u30bd\u30fc\u30b9\u8a18\u8ff0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff09\u3084OWL\uff08Web\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u8a00\u8a9e\uff09\u306a\u3069\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5168\u4f53\u3067\u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5b9a\u7fa9\u304a\u3088\u3073\u30ea\u30f3\u30af\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3001\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4eba\u5de5\u77e5\u80fd<\/strong>\uff1aAI\u4e3b\u5c0e\u306e\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u30c4\u30fc\u30eb\u304c\u3055\u3089\u306b\u666e\u53ca\u3057\u3001\u6a19\u6e96\u5316\u30eb\u30fc\u30eb\u306e\u7279\u5b9a\u3068\u9069\u7528\u304c\u81ea\u52d5\u5316\u3055\u308c\u3001\u3088\u308a\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306a\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3<\/strong>\uff1a\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u5206\u6563\u578b\u3067\u4e0d\u5909\u306e\u30c7\u30fc\u30bf\u30ec\u30b3\u30fc\u30c9\u3092\u63d0\u4f9b\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u3092\u5f37\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>IoT (\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8)<\/strong>: IoT \u30c7\u30d0\u30a4\u30b9\u306f\u81a8\u5927\u306a\u91cf\u306e\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u6709\u610f\u7fa9\u306a\u5206\u6790\u306b\u306f\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u304c\u4e0d\u53ef\u6b20\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u62e1\u5f35\u73fe\u5b9f (AR)<\/strong>: AR \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u4e00\u8cab\u3057\u305f\u6ca1\u5165\u578b\u306e\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5f62\u5f0f\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u696d\u754c\u56fa\u6709\u306e\u898f\u683c<\/strong>: \u3055\u307e\u3056\u307e\u306a\u696d\u754c\u304c\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u3001\u72ec\u81ea\u306e\u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5f62\u5f0f\u3068\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3092\u958b\u767a\u304a\u3088\u3073\u63a1\u7528\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3001\u307e\u305f\u306f\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306b\u95a2\u9023\u4ed8\u3051\u308b\u65b9\u6cd5\u3002<\/p>\n<p>\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u7279\u306b Web \u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u51e6\u7406\u3092\u4f34\u3046\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u3068\u5bc6\u63a5\u306b\u95a2\u9023\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u30e6\u30fc\u30b6\u30fc\u3068 Web \u30b5\u30a4\u30c8\u306e\u9593\u306e\u4ef2\u4ecb\u8005\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u5fdc\u7b54\u3092\u8ee2\u9001\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u6b21\u306e\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306b\u304a\u3044\u3066\u5f79\u5272\u3092\u679c\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u53ce\u96c6<\/strong>: \u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f\u5f62\u5f0f\u306b\u6e96\u62e0\u3057\u306a\u304c\u3089\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002\u8907\u6570\u306e Web \u30b5\u30a4\u30c8\u304b\u3089\u306e\u60c5\u5831\u3092\u7d71\u5408\u3057\u3001\u7d71\u4e00\u3057\u305f\u65b9\u6cd5\u3067\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u691c\u8a3c<\/strong>: \u30d7\u30ed\u30ad\u30b7\u306f\u3001\u3055\u307e\u3056\u307e\u306a Web \u30b5\u30a4\u30c8\u304b\u3089\u53d7\u4fe1\u3057\u305f\u30c7\u30fc\u30bf\u3092\u691c\u8a3c\u3057\u3001\u7d71\u5408\u524d\u306b\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u57fa\u6e96\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u533f\u540d\u6027\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/strong>\uff1a\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u30e6\u30fc\u30b6\u30fc \u30c7\u30fc\u30bf\u3092\u533f\u540d\u5316\u3057\u3001\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831 (PII) \u3092\u524a\u9664\u3057\u3066\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u898f\u5236\u3092\u9075\u5b88\u3057\u306a\u304c\u3089\u3001\u5206\u6790\u306b\u8cb4\u91cd\u306a\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0<\/strong>: \u30c7\u30fc\u30bf\u96c6\u7d04\u578b\u306e\u64cd\u4f5c\u3067\u306f\u3001\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306b\u3088\u3063\u3066\u8ca0\u8377\u304c\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3055\u308c\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u6a19\u6e96\u5316\u304c\u6700\u9069\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u6a19\u6e96\u5316<\/strong>: \u7570\u306a\u308b\u5730\u57df\u306b\u914d\u7f6e\u3055\u308c\u305f\u30d7\u30ed\u30ad\u30b7\u306f\u3001\u5730\u57df\u306e\u8a2d\u5b9a\u3084\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u95a2\u9023\u30ea\u30f3\u30af<\/h2>\n<p>\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ol>\n<li><a href=\"https:\/\/www.ibm.com\/cloud\/learn\/data-standardization\" target=\"_new\" rel=\"noopener nofollow\">\u30c7\u30fc\u30bf\u6a19\u6e96\u5316: \u305d\u308c\u304c\u4f55\u3067\u3042\u308a\u3001\u306a\u305c\u91cd\u8981\u306a\u306e\u304b<\/a><\/li>\n<li><a href=\"https:\/\/datascience.nih.gov\/data-standards\" target=\"_new\" rel=\"noopener nofollow\">\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316 \u2013 \u56fd\u7acb\u885b\u751f\u7814\u7a76\u6240<\/a><\/li>\n<li><a href=\"https:\/\/www.w3.org\/standards\/semanticweb\/\" target=\"_new\" rel=\"noopener nofollow\">\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af Web \u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/a><\/li>\n<\/ol>\n<p>\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u8a73\u3057\u304f\u8abf\u3079\u308b\u3053\u3068\u3067\u3001\u4eca\u65e5\u306e\u30c7\u30fc\u30bf\u4e2d\u5fc3\u306e\u4e16\u754c\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u6a19\u6e96\u5316\u306e\u91cd\u8981\u6027\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"featured_media":468148,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476708","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Standardization: Streamlining Information for a Connected World<\/mark>","faq_items":[{"question":"What is data standardization?","answer":"<p>Data standardization is a crucial process in information management that involves structuring and formatting data in a consistent and uniform manner. It ensures that data can be seamlessly shared, exchanged, and analyzed across various platforms and systems.<\/p>"},{"question":"How did data standardization originate?","answer":"<p>The concept of data standardization emerged as computing evolved, and the need for interoperability between systems and organizations became evident. One of the earliest mentions of data standardization can be traced back to the development of ASCII in the early 1960s.<\/p>"},{"question":"What does data standardization entail?","answer":"<p>Data standardization involves data cleaning, normalization, formatting, categorization, integration, and validation. These steps transform data into a standardized structure, improving data quality and facilitating analysis.<\/p>"},{"question":"How does data standardization work internally?","answer":"<p>Data standardization involves data profiling, rule definition, and execution. Data analysts examine the dataset, define rules, and use automated tools to apply transformations for standardized results.<\/p>"},{"question":"What are the key features of data standardization?","answer":"<p>Data standardization offers uniformity, accuracy, interoperability, and efficiency. It enhances data quality, supports data governance, and enables data-driven decision-making.<\/p>"},{"question":"What are the types of data standardization?","answer":"<p>Various types of data standardization include structural, terminological, code standardization, industry-specific standardization, geospatial standardization, and data exchange standardization.<\/p>"},{"question":"How can data standardization be used?","answer":"<p>Data standardization finds application in business intelligence, data integration, migration, compliance, and data sharing, among other areas.<\/p>"},{"question":"What are the challenges and solutions related to data standardization?","answer":"<p>Challenges include data inconsistencies, data loss, changing standards, costs, and resistance to change. Solutions involve automated data cleaning, careful balancing of standardization, and regular updates.<\/p>"},{"question":"How does data standardization compare to similar terms?","answer":"<p>Data standardization differs from data normalization and data cleansing, as it encompasses a broader range of processes for consistent data formatting.<\/p>"},{"question":"How will data standardization evolve in the future?","answer":"<p>The future of data standardization will see advancements in semantic web technologies, AI-driven tools, blockchain integration, and industry-specific standards.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/476708","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":1,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/476708\/revisions"}],"predecessor-version":[{"id":505252,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/476708\/revisions\/505252"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media\/468148"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media?parent=476708"}],"curies":[{"name":"\u3046\u30fc\u3093","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}