{"id":476708,"date":"2023-08-09T07:35:16","date_gmt":"2023-08-09T07:35:16","guid":{"rendered":""},"modified":"2023-09-05T11:13:18","modified_gmt":"2023-09-05T11:13:18","slug":"data-standardization","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/cn\/wiki\/data-standardization\/","title":{"rendered":"\u6570\u636e\u6807\u51c6\u5316"},"content":{"rendered":"

\u6570\u636e\u6807\u51c6\u5316\u662f\u4fe1\u606f\u7ba1\u7406\u9886\u57df\u7684\u4e00\u4e2a\u5173\u952e\u8fc7\u7a0b\uff0c\u6d89\u53ca\u4ee5\u4e00\u81f4\u548c\u7edf\u4e00\u7684\u65b9\u5f0f\u6784\u5efa\u548c\u683c\u5f0f\u5316\u6570\u636e\u3002\u901a\u8fc7\u9075\u5b88\u4e00\u7ec4\u9884\u5b9a\u4e49\u7684\u51c6\u5219\uff0c\u6570\u636e\u6807\u51c6\u5316\u53ef\u786e\u4fdd\u4fe1\u606f\u53ef\u4ee5\u5728\u5404\u79cd\u5e73\u53f0\u3001\u5e94\u7528\u7a0b\u5e8f\u548c\u7cfb\u7edf\u4e4b\u95f4\u65e0\u7f1d\u5171\u4eab\u3001\u4ea4\u6362\u548c\u5206\u6790\u3002\u5728\u5f53\u4eca\u6570\u636e\u9a71\u52a8\u7684\u4e16\u754c\u4e2d\uff0c\u8fd9\u79cd\u505a\u6cd5\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\uff0c\u9ad8\u6548\u3001\u51c6\u786e\u7684\u4fe1\u606f\u4ea4\u6362\u5bf9\u4e8e\u4f01\u4e1a\u3001\u7ec4\u7ec7\u548c\u4e2a\u4eba\u90fd\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\u6570\u636e\u6807\u51c6\u5316\u7684\u8d77\u6e90\u548c\u9996\u6b21\u63d0\u53ca\u7684\u5386\u53f2<\/h2>\n

\u6570\u636e\u6807\u51c6\u5316\u7684\u6839\u6e90\u53ef\u4ee5\u8ffd\u6eaf\u5230\u8ba1\u7b97\u7684\u65e9\u671f\uff0c\u5f53\u65f6\u6570\u636e\u683c\u5f0f\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f\u4e13\u6709\u7684\u5e76\u4e14\u7f3a\u4e4f\u7edf\u4e00\u6027\u3002\u968f\u7740\u6570\u636e\u53d8\u5f97\u66f4\u52a0\u591a\u6837\u5316\uff0c\u7cfb\u7edf\u548c\u7ec4\u7ec7\u4e4b\u95f4\u7684\u4e92\u64cd\u4f5c\u6027\u9700\u6c42\u53d8\u5f97\u8d8a\u6765\u8d8a\u660e\u663e\uff0c\u8fd9\u4e2a\u6982\u5ff5\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u5728 20 \u4e16\u7eaa 60 \u5e74\u4ee3\u548c 1970 \u5e74\u4ee3\uff0c\u5404\u4e2a\u884c\u4e1a\u5f00\u59cb\u5f00\u5c55\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5171\u4eab\u548c\u534f\u4f5c\u3002<\/p>\n

\u6700\u65e9\u63d0\u5230\u7684\u6570\u636e\u6807\u51c6\u5316\u4e4b\u4e00\u53ef\u5f52\u56e0\u4e8e 20 \u4e16\u7eaa 60 \u5e74\u4ee3\u521d ASCII\uff08\u7f8e\u56fd\u4fe1\u606f\u4ea4\u6362\u6807\u51c6\u4ee3\u7801\uff09\u7684\u53d1\u5c55\u3002 ASCII \u63d0\u4f9b\u4e86\u4e00\u79cd\u4ee5\u6570\u5b57\u5f62\u5f0f\u8868\u793a\u5b57\u7b26\u7684\u6807\u51c6\u5316\u65b9\u6cd5\uff0c\u4ece\u800c\u5b9e\u73b0\u4e86\u4e0d\u540c\u8ba1\u7b97\u673a\u7cfb\u7edf\u548c\u7f16\u7a0b\u8bed\u8a00\u4e4b\u95f4\u7684\u517c\u5bb9\u6027\u3002\u8fd9\u4e3a\u6570\u636e\u6807\u51c6\u5316\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\u94fa\u5e73\u4e86\u9053\u8def\u3002<\/p>\n

\u6709\u5173\u6570\u636e\u6807\u51c6\u5316\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u6269\u5c55\u4e3b\u9898\u6570\u636e\u6807\u51c6\u5316\u3002<\/h2>\n

\u6570\u636e\u6807\u51c6\u5316\u5305\u542b\u4e00\u7cfb\u5217\u65e8\u5728\u5b9e\u73b0\u6570\u636e\u8868\u793a\u7684\u7edf\u4e00\u6027\u548c\u4e00\u81f4\u6027\u7684\u6d41\u7a0b\u548c\u5b9e\u8df5\u3002\u5b83\u6d89\u53ca\u5c06\u6570\u636e\u4ece\u539f\u59cb\u683c\u5f0f\u8f6c\u6362\u4e3a\u7b26\u5408\u9884\u5b9a\u4e49\u89c4\u5219\u548c\u6307\u5357\u7684\u6807\u51c6\u5316\u7ed3\u6784\u3002\u901a\u8fc7\u8fd9\u6837\u505a\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u6bd4\u8f83\u3001\u96c6\u6210\u548c\u5206\u6790\u6570\u636e\uff0c\u4ece\u800c\u4fc3\u8fdb\u66f4\u9ad8\u6548\u7684\u51b3\u7b56\u8fc7\u7a0b\u3002<\/p>\n

\u6570\u636e\u6807\u51c6\u5316\u8fc7\u7a0b\u6d89\u53ca\u51e0\u4e2a\u5173\u952e\u6b65\u9aa4\uff1a<\/p>\n

    \n
  1. \n

    \u6570\u636e\u6e05\u7406<\/strong>\uff1a\u6b64\u521d\u59cb\u6b65\u9aa4\u6d89\u53ca\u8bc6\u522b\u548c\u7ea0\u6b63\u6570\u636e\u96c6\u4e2d\u7684\u9519\u8bef\u3001\u4e0d\u4e00\u81f4\u548c\u5197\u4f59\u3002\u6e05\u7406\u6570\u636e\u53ef\u786e\u4fdd\u6807\u51c6\u5316\u6570\u636e\u96c6\u4e2d\u4ec5\u5305\u542b\u51c6\u786e\u4e14\u76f8\u5173\u7684\u4fe1\u606f\u3002<\/p>\n<\/li>\n

  2. \n

    \u6b63\u5e38\u5316<\/strong>\uff1a\u6807\u51c6\u5316\u6d89\u53ca\u5c06\u6570\u503c\u6570\u636e\u7f29\u653e\u5230\u6807\u51c6\u5316\u8303\u56f4\u3002\u5728\u5904\u7406\u4e0d\u540c\u89c4\u6a21\u7684\u4e0d\u540c\u6570\u636e\u6e90\u65f6\uff0c\u6b64\u6b65\u9aa4\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/li>\n

  3. \n

    \u683c\u5f0f\u5316<\/strong>\uff1a\u683c\u5f0f\u5316\u6570\u636e\u6d89\u53ca\u4ee5\u4e00\u81f4\u7684\u65b9\u5f0f\u8868\u793a\u4fe1\u606f\uff0c\u4f8b\u5982\u65e5\u671f\u683c\u5f0f\u3001\u8d27\u5e01\u7b26\u53f7\u548c\u8ba1\u91cf\u5355\u4f4d\u3002<\/p>\n<\/li>\n

  4. \n

    \u5206\u7c7b<\/strong>\uff1a\u6570\u636e\u5206\u7c7b\u6d89\u53ca\u5c06\u4fe1\u606f\u7ec4\u7ec7\u6210\u6807\u51c6\u5316\u7684\u7ec4\u6216\u7c7b\uff0c\u4ece\u800c\u66f4\u5bb9\u6613\u5206\u6790\u548c\u89e3\u91ca\u3002<\/p>\n<\/li>\n

  5. \n

    \u4e00\u4f53\u5316<\/strong>\uff1a\u96c6\u6210\u662f\u5c06\u6765\u81ea\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u7ec4\u5408\u6210\u5355\u4e2a\u7edf\u4e00\u6570\u636e\u96c6\u7684\u8fc7\u7a0b\u3002\u6b64\u6b65\u9aa4\u5bf9\u4e8e\u521b\u5efa\u4fe1\u606f\u7684\u5168\u9762\u89c6\u56fe\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/li>\n

  6. \n

    \u9a8c\u8bc1<\/strong>\uff1a\u9a8c\u8bc1\u53ef\u786e\u4fdd\u6807\u51c6\u5316\u6570\u636e\u9075\u5b88\u9884\u5b9a\u4e49\u7684\u89c4\u5219\u548c\u7ea6\u675f\u3002\u5b83\u6709\u52a9\u4e8e\u8bc6\u522b\u4efb\u4f55\u5269\u4f59\u7684\u9519\u8bef\u6216\u4e0d\u4e00\u81f4\u3002<\/p>\n<\/li>\n<\/ol>\n

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    \u6570\u636e\u6807\u51c6\u5316\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u4e13\u4e1a\u77e5\u8bc6\u548c\u81ea\u52a8\u5316\u5de5\u5177\u7684\u7ed3\u5408\u6765\u5b9e\u73b0\u5176\u76ee\u6807\u3002\u8be5\u8fc7\u7a0b\u53ef\u5206\u4e3a\u4e09\u4e2a\u4e3b\u8981\u9636\u6bb5\uff1a<\/p>\n

      \n
    1. \n

      \u6570\u636e\u5206\u6790<\/strong>\uff1a\u5728\u8fd9\u4e2a\u521d\u59cb\u9636\u6bb5\uff0c\u6570\u636e\u5206\u6790\u5e08\u68c0\u67e5\u6570\u636e\u96c6\u4ee5\u4e86\u89e3\u5176\u7ed3\u6784\u3001\u5185\u5bb9\u548c\u8d28\u91cf\u3002\u6570\u636e\u5206\u6790\u6709\u52a9\u4e8e\u8bc6\u522b\u6807\u51c6\u5316\u8fc7\u7a0b\u4e2d\u9700\u8981\u89e3\u51b3\u7684\u6f5c\u5728\u95ee\u9898\u3002<\/p>\n<\/li>\n

    2. \n

      \u89c4\u5219\u5b9a\u4e49<\/strong>\uff1a\u6839\u636e\u4ece\u6570\u636e\u5206\u6790\u4e2d\u83b7\u5f97\u7684\u89c1\u89e3\uff0c\u5b9a\u4e49\u89c4\u5219\u4ee5\u5c06\u6570\u636e\u8f6c\u6362\u4e3a\u6807\u51c6\u5316\u683c\u5f0f\u3002\u8fd9\u4e9b\u89c4\u5219\u6db5\u76d6\u6570\u636e\u6e05\u7406\u3001\u89c4\u8303\u5316\u548c\u683c\u5f0f\u5316\u7b49\u65b9\u9762\u3002<\/p>\n<\/li>\n

    3. \n

      \u6267\u884c<\/strong>\uff1a\u4e00\u65e6\u5efa\u7acb\u4e86\u89c4\u5219\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u6570\u636e\u6807\u51c6\u5316\u5de5\u5177\u6216\u811a\u672c\u5c06\u8f6c\u6362\u5e94\u7528\u4e8e\u6570\u636e\u96c6\u3002\u81ea\u52a8\u5316\u7b80\u5316\u4e86\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u786e\u4fdd\u7ed3\u679c\u4e00\u81f4\u4e14\u9ad8\u6548\u3002<\/p>\n<\/li>\n<\/ol>\n

      \u6570\u636e\u6807\u51c6\u5316\u7684\u5173\u952e\u7279\u5f81\u5206\u6790\u3002<\/h2>\n

      \u6570\u636e\u6807\u51c6\u5316\u63d0\u4f9b\u4e86\u8bb8\u591a\u597d\u5904\uff0c\u6709\u52a9\u4e8e\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u3001\u7b80\u5316\u6d41\u7a0b\u548c\u589e\u5f3a\u51b3\u7b56\u80fd\u529b\u3002\u4e00\u4e9b\u4e3b\u8981\u7279\u6027\u548c\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n

        \n
      1. \n

        \u4e92\u64cd\u4f5c\u6027<\/strong>\uff1a\u6807\u51c6\u5316\u6570\u636e\u53ef\u4ee5\u5728\u4e0d\u540c\u7cfb\u7edf\u3001\u5e94\u7528\u7a0b\u5e8f\u548c\u7ec4\u7ec7\u4e4b\u95f4\u65e0\u7f1d\u4ea4\u6362\u548c\u5171\u4eab\uff0c\u4fc3\u8fdb\u4e92\u64cd\u4f5c\u6027\u3002<\/p>\n<\/li>\n

      2. \n

        \u6570\u636e\u8d28\u91cf<\/strong>\uff1a\u901a\u8fc7\u6d88\u9664\u9519\u8bef\u548c\u4e0d\u4e00\u81f4\uff0c\u6570\u636e\u6807\u51c6\u5316\u63d0\u9ad8\u4e86\u6570\u636e\u8d28\u91cf\u548c\u53ef\u9760\u6027\uff0c\u4e3a\u5206\u6790\u63d0\u4f9b\u4e86\u66f4\u51c6\u786e\u7684\u57fa\u7840\u3002<\/p>\n<\/li>\n

      3. \n

        \u6548\u7387<\/strong>\uff1a\u6807\u51c6\u5316\u6570\u636e\u7b80\u5316\u4e86\u6570\u636e\u96c6\u6210\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u4e3a\u4f01\u4e1a\u8282\u7701\u65f6\u95f4\u548c\u8d44\u6e90\u3002<\/p>\n<\/li>\n

      4. \n

        \u6570\u636e\u6cbb\u7406<\/strong>\uff1a\u6807\u51c6\u5316\u901a\u8fc7\u786e\u4fdd\u9075\u5b88\u6570\u636e\u653f\u7b56\u548c\u76d1\u7ba1\u8981\u6c42\u6765\u652f\u6301\u6570\u636e\u6cbb\u7406\u5de5\u4f5c\u3002<\/p>\n<\/li>\n

      5. \n

        \u6570\u636e\u53ef\u6bd4\u6027<\/strong>\uff1a\u6807\u51c6\u5316\u6570\u636e\u53ef\u4ee5\u8f7b\u677e\u6bd4\u8f83\u4e0d\u540c\u6570\u636e\u96c6\uff0c\u4ece\u800c\u8bc6\u522b\u6709\u610f\u4e49\u7684\u89c1\u89e3\u548c\u8d8b\u52bf\u3002<\/p>\n<\/li>\n

      6. \n

        \u51b3\u7b56<\/strong>\uff1a\u501f\u52a9\u4e00\u81f4\u4e14\u53ef\u9760\u7684\u6570\u636e\uff0c\u7ec4\u7ec7\u53ef\u4ee5\u505a\u51fa\u66f4\u660e\u667a\u3001\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u3002<\/p>\n<\/li>\n<\/ol>\n

        \u5199\u51fa\u5b58\u5728\u54ea\u4e9b\u7c7b\u578b\u7684\u6570\u636e\u6807\u51c6\u5316\u3002\u4f7f\u7528\u8868\u683c\u548c\u5217\u8868\u6765\u5199\u4f5c\u3002<\/p>\n

        \u6570\u636e\u6807\u51c6\u5316\u6709\u591a\u79cd\u7c7b\u578b\uff0c\u6bcf\u79cd\u90fd\u6ee1\u8db3\u7279\u5b9a\u7684\u6570\u636e\u8981\u6c42\u548c\u9886\u57df\u3002\u4e00\u4e9b\u5e38\u89c1\u7684\u7c7b\u578b\u5305\u62ec\uff1a<\/p>\n

          \n
        1. \n

          \u7ed3\u6784\u6807\u51c6\u5316<\/strong>\uff1a\u6d89\u53ca\u5b9a\u4e49\u6570\u636e\u5143\u7d20\u7684\u7edf\u4e00\u7ed3\u6784\uff0c\u4f8b\u5982\u6570\u636e\u5e93\u6a21\u5f0f\u6807\u51c6\u5316\u6216\u6587\u4ef6\u683c\u5f0f\u6807\u51c6\u5316\u3002<\/p>\n<\/li>\n

        2. \n

          \u672f\u8bed\u6807\u51c6\u5316<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u521b\u5efa\u6807\u51c6\u5316\u8bcd\u6c47\u3001\u5206\u7c7b\u6cd5\u548c\u672c\u4f53\uff0c\u4ee5\u786e\u4fdd\u672f\u8bed\u548c\u6982\u5ff5\u7684\u4f7f\u7528\u4e00\u81f4\u3002<\/p>\n<\/li>\n

        3. \n

          \u4ee3\u7801\u6807\u51c6\u5316<\/strong>\uff1a\u4e3a\u7f16\u7a0b\u8bed\u8a00\u5efa\u7acb\u4e00\u81f4\u7684\u7f16\u7801\u5b9e\u8df5\uff0c\u786e\u4fdd\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/li>\n

        4. \n

          \u884c\u4e1a\u7279\u5b9a\u6807\u51c6\u5316<\/strong>\uff1a\u4e0d\u540c\u884c\u4e1a\u6709\u9002\u5408\u5176\u7279\u5b9a\u9700\u6c42\u7684\u81ea\u5df1\u7684\u6570\u636e\u6807\u51c6\u5316\u8ba1\u5212\u3002\u4f8b\u5982\uff0c\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684 HL7 \u6216\u4fdd\u9669\u9886\u57df\u7684 ACORD\u3002<\/p>\n<\/li>\n

        5. \n

          \u5730\u7406\u7a7a\u95f4\u6807\u51c6\u5316<\/strong>\uff1a\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7ecf\u8fc7\u6807\u51c6\u5316\uff0c\u4ee5\u4fc3\u8fdb\u57fa\u4e8e\u4f4d\u7f6e\u7684\u5206\u6790\u548c\u5e94\u7528\uff0c\u4f8b\u5982\u5730\u7406\u4fe1\u606f\u7cfb\u7edf (GIS)\u3002<\/p>\n<\/li>\n

        6. \n

          \u6570\u636e\u4ea4\u6362\u6807\u51c6\u5316<\/strong>\uff1a\u65e8\u5728\u786e\u4fdd\u4e0d\u540c\u7cfb\u7edf\u548c\u5e73\u53f0\u4e4b\u95f4\u7684\u65e0\u7f1d\u6570\u636e\u4ea4\u6362\u3002\u793a\u4f8b\u5305\u62ec XML\u3001JSON \u548c EDI\uff08\u7535\u5b50\u6570\u636e\u4ea4\u6362\uff09\u3002<\/p>\n<\/li>\n<\/ol>\n

          \u4e0b\u8868\u603b\u7ed3\u4e86\u4e00\u4e9b\u5e38\u89c1\u7684\u6570\u636e\u6807\u51c6\u5316\u7c7b\u578b\u53ca\u5176\u5e94\u7528\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n\n
          \u6570\u636e\u6807\u51c6\u5316\u7c7b\u578b<\/th>\n\u5e94\u7528<\/th>\n<\/tr>\n<\/thead>\n
          \u7ed3\u6784\u6807\u51c6\u5316<\/td>\n\u6570\u636e\u5e93\u8bbe\u8ba1\u548c\u6587\u4ef6\u683c\u5f0f<\/td>\n<\/tr>\n
          \u672f\u8bed\u6807\u51c6\u5316<\/td>\n\u4e00\u81f4\u7684\u8bcd\u6c47\u548c\u672c\u4f53<\/td>\n<\/tr>\n
          \u4ee3\u7801\u6807\u51c6\u5316<\/td>\n\u53ef\u8bfb\u4e14\u53ef\u7ef4\u62a4\u7684\u4ee3\u7801<\/td>\n<\/tr>\n
          \u884c\u4e1a\u7279\u5b9a\u6807\u51c6\u5316<\/td>\n\u533b\u7597\u4fdd\u5065 (HL7)\u3001\u4fdd\u9669 (ACORD)<\/td>\n<\/tr>\n
          \u5730\u7406\u7a7a\u95f4\u6807\u51c6\u5316<\/td>\n\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\uff08GIS\uff09<\/td>\n<\/tr>\n
          \u6570\u636e\u4ea4\u6362\u6807\u51c6\u5316<\/td>\n\u53ef\u4e92\u64cd\u4f5c\u7684\u6570\u636e\u4ea4\u6362\u683c\u5f0f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          \u4f7f\u7528\u65b9\u6cd5\u6570\u636e\u6807\u51c6\u5316\u3001\u4f7f\u7528\u76f8\u5173\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

          \u6570\u636e\u6807\u51c6\u5316\u7684\u5e94\u7528\u573a\u666f\u975e\u5e38\u5e7f\u6cdb\uff0c\u5176\u5e94\u7528\u5ef6\u4f38\u5230\u5404\u4e2a\u884c\u4e1a\u548c\u9886\u57df\uff1a<\/p>\n

            \n
          1. \n

            \u5546\u4e1a\u667a\u80fd\u548c\u5206\u6790<\/strong>\uff1a\u6807\u51c6\u5316\u6570\u636e\u53ef\u786e\u4fdd\u62a5\u544a\u51c6\u786e\u4e00\u81f4\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u597d\u7684\u4e1a\u52a1\u6d1e\u5bdf\u548c\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u3002<\/p>\n<\/li>\n

          2. \n

            \u6570\u636e\u6574\u5408<\/strong>\uff1a\u6574\u5408\u591a\u4e2a\u6765\u6e90\u7684\u6570\u636e\u65f6\uff0c\u6807\u51c6\u5316\u53ef\u786e\u4fdd\u65e0\u7f1d\u96c6\u6210\u548c\u517c\u5bb9\u6027\u3002<\/p>\n<\/li>\n

          3. \n

            \u6570\u636e\u8fc1\u79fb<\/strong>\uff1a\u5728\u7cfb\u7edf\u5347\u7ea7\u6216\u6570\u636e\u4f20\u8f93\u671f\u95f4\uff0c\u6807\u51c6\u5316\u7b80\u5316\u4e86\u8fc1\u79fb\u8fc7\u7a0b\uff0c\u964d\u4f4e\u4e86\u6570\u636e\u4e22\u5931\u6216\u635f\u574f\u7684\u98ce\u9669\u3002<\/p>\n<\/li>\n

          4. \n

            \u76d1\u7ba1\u5408\u89c4\u6027<\/strong>\uff1a\u6807\u51c6\u5316\u6570\u636e\u6709\u52a9\u4e8e\u9075\u5b88\u884c\u4e1a\u6cd5\u89c4\u548c\u6570\u636e\u9690\u79c1\u6cd5\u3002<\/p>\n<\/li>\n

          5. \n

            \u6570\u636e\u5171\u4eab<\/strong>\uff1a\u6807\u51c6\u5316\u4f7f\u5408\u4f5c\u4f19\u4f34\u548c\u5229\u76ca\u76f8\u5173\u8005\u4e4b\u95f4\u80fd\u591f\u987a\u5229\u3001\u5b89\u5168\u5730\u5171\u4eab\u6570\u636e\u3002<\/p>\n<\/li>\n<\/ol>\n

            \u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848\uff1a<\/h3>\n

            \u867d\u7136\u6570\u636e\u6807\u51c6\u5316\u63d0\u4f9b\u4e86\u8bb8\u591a\u4f18\u52bf\uff0c\u4f46\u5b83\u4e5f\u5e76\u975e\u6ca1\u6709\u6311\u6218\u3002\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848\u5305\u62ec\uff1a<\/p>\n

              \n
            1. \n

              \u6570\u636e\u4e0d\u4e00\u81f4<\/strong>\uff1a\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c\uff0c\u4ece\u800c\u5bfc\u81f4\u4e0d\u4e00\u81f4\u3002\u81ea\u52a8\u5316\u6570\u636e\u6e05\u7406\u548c\u9a8c\u8bc1\u8fc7\u7a0b\u53ef\u4ee5\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n<\/li>\n

            2. \n

              \u6570\u636e\u4e22\u5931<\/strong>\uff1a\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u6807\u51c6\u5316\u53ef\u80fd\u4f1a\u5bfc\u81f4\u67d0\u4e9b\u7ec6\u8282\u6216\u7ec6\u5fae\u5dee\u522b\u7684\u4e22\u5931\u3002\u4e3a\u4e86\u7f13\u89e3\u8fd9\u79cd\u60c5\u51b5\uff0c\u5fc5\u987b\u5728\u6807\u51c6\u5316\u548c\u4fdd\u7559\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002<\/p>\n<\/li>\n

            3. \n

              \u6539\u53d8\u6807\u51c6<\/strong>\uff1a\u968f\u7740\u6280\u672f\u548c\u884c\u4e1a\u7684\u53d1\u5c55\uff0c\u6570\u636e\u6807\u51c6\u5316\u6307\u5357\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316\u3002\u5b9a\u671f\u66f4\u65b0\u5e76\u968f\u65f6\u4e86\u89e3\u65b0\u5174\u6807\u51c6\u6709\u52a9\u4e8e\u514b\u670d\u8fd9\u4e00\u6311\u6218\u3002<\/p>\n<\/li>\n

            4. \n

              \u6210\u672c\u548c\u8d44\u6e90<\/strong>\uff1a\u5b9e\u65bd\u6570\u636e\u6807\u51c6\u5316\u9700\u8981\u5728\u5de5\u5177\u3001\u4e13\u4e1a\u77e5\u8bc6\u548c\u7ef4\u62a4\u65b9\u9762\u8fdb\u884c\u6295\u8d44\u3002\u7136\u800c\uff0c\u957f\u671f\u6536\u76ca\u5f80\u5f80\u8d85\u8fc7\u521d\u59cb\u6210\u672c\u3002<\/p>\n<\/li>\n

            5. \n

              \u62b5\u5236\u53d8\u9769<\/strong>\uff1a\u5458\u5de5\u53ef\u80fd\u4f1a\u62b5\u5236\u9002\u5e94\u65b0\u7684\u6807\u51c6\u5316\u5b9e\u8df5\u3002\u9002\u5f53\u7684\u57f9\u8bad\u548c\u6c9f\u901a\u53ef\u4ee5\u5e2e\u52a9\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\u3002<\/p>\n<\/li>\n<\/ol>\n

              \u4ee5\u8868\u683c\u548c\u5217\u8868\u7684\u5f62\u5f0f\u5217\u51fa\u4e3b\u8981\u7279\u5f81\u4ee5\u53ca\u4e0e\u7c7b\u4f3c\u672f\u8bed\u7684\u5176\u4ed6\u6bd4\u8f83\u3002<\/p>\n

              \u6570\u636e\u6807\u51c6\u5316\u7684\u7279\u70b9\uff1a<\/h3>\n
                \n
              1. \n

                \u5747\u5300\u5ea6<\/strong>\uff1a\u6570\u636e\u6807\u51c6\u5316\u786e\u4fdd\u6240\u6709\u6570\u636e\u5b9e\u4f8b\u7684\u683c\u5f0f\u4e00\u81f4\uff0c\u4fc3\u8fdb\u65e0\u7f1d\u96c6\u6210\u548c\u6bd4\u8f83\u3002<\/p>\n<\/li>\n

              2. \n

                \u51c6\u786e\u6027<\/strong>\uff1a\u901a\u8fc7\u6e05\u7406\u548c\u9a8c\u8bc1\u6570\u636e\uff0c\u6807\u51c6\u5316\u63d0\u9ad8\u4e86\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<\/li>\n

              3. \n

                \u4e92\u64cd\u4f5c\u6027<\/strong>\uff1a\u6807\u51c6\u5316\u6570\u636e\u53ef\u4ee5\u5728\u4e0d\u540c\u7cfb\u7edf\u548c\u5e73\u53f0\u4e4b\u95f4\u8f7b\u677e\u4ea4\u6362\u548c\u5171\u4eab\u3002<\/p>\n<\/li>\n

              4. \n

                \u6548\u7387<\/strong>\uff1a\u6807\u51c6\u5316\u6570\u636e\u7b80\u5316\u4e86\u6570\u636e\u6d41\u7a0b\uff0c\u51cf\u5c11\u4e86\u5de5\u4f5c\u548c\u8d44\u6e90\u7684\u91cd\u590d\u3002<\/p>\n<\/li>\n<\/ol>\n

                \u4e0e\u540c\u7c7b\u672f\u8bed\u7684\u6bd4\u8f83\uff1a<\/h3>\n\n\n\n\n\n\n\n
                \u5b66\u671f<\/th>\n\u63cf\u8ff0<\/th>\n\u4e0d\u540c\u4e4b\u5904<\/th>\n<\/tr>\n<\/thead>\n
                \u6570\u636e\u6807\u51c6\u5316<\/td>\n\u6807\u51c6\u5316\u7684\u5177\u4f53\u90e8\u5206<\/td>\n\u6570\u636e\u6807\u51c6\u5316\u4fa7\u91cd\u4e8e\u5c06\u6570\u5b57\u6570\u636e\u7f29\u653e\u5230\u5171\u540c\u8303\u56f4\uff0c\u800c\u6807\u51c6\u5316\u5219\u66f4\u5168\u9762\u3002<\/td>\n<\/tr>\n
                \u6570\u636e\u6e05\u7406<\/td>\n\u6e05\u9664\u6570\u636e\u4e2d\u7684\u9519\u8bef\u548c\u4e0d\u4e00\u81f4<\/td>\n\u6570\u636e\u6807\u51c6\u5316\u4e0d\u4ec5\u5305\u62ec\u6570\u636e\u6e05\u7406\uff0c\u8fd8\u5305\u62ec\u683c\u5f0f\u5316\u548c\u96c6\u6210\u3002<\/td>\n<\/tr>\n
                \u6570\u636e\u534f\u8c03<\/td>\n\u5b9e\u73b0\u6765\u6e90\u6570\u636e\u4e4b\u95f4\u7684\u4e00\u81f4\u6027<\/td>\n\u6570\u636e\u534f\u8c03\u7684\u91cd\u70b9\u662f\u534f\u8c03\u4e0d\u540c\u6765\u6e90\u6570\u636e\u4e4b\u95f4\u7684\u5dee\u5f02\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

                \u4e0e\u6570\u636e\u6807\u51c6\u5316\u76f8\u5173\u7684\u672a\u6765\u89c2\u70b9\u548c\u6280\u672f\u3002<\/p>\n

                \u5728\u4e0d\u65ad\u53d1\u5c55\u7684\u6280\u672f\u548c\u65b0\u7684\u9700\u6c42\u7684\u63a8\u52a8\u4e0b\uff0c\u6570\u636e\u6807\u51c6\u5316\u7684\u672a\u6765\u5c06\u53d6\u5f97\u6709\u5e0c\u671b\u7684\u8fdb\u6b65\uff1a<\/p>\n

                  \n
                1. \n

                  \u8bed\u4e49\u7f51\u6280\u672f<\/strong>\uff1aRDF\uff08\u8d44\u6e90\u63cf\u8ff0\u6846\u67b6\uff09\u548cOWL\uff08Web\u672c\u4f53\u8bed\u8a00\uff09\u7b49\u8bed\u4e49\u7f51\u7edc\u6280\u672f\u5c06\u5728\u5b9a\u4e49\u548c\u94fe\u63a5\u4e92\u8054\u7f51\u4e0a\u7684\u6807\u51c6\u5316\u6570\u636e\u65b9\u9762\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u667a\u80fd\u7684\u6570\u636e\u96c6\u6210\u548c\u5206\u6790\u3002<\/p>\n<\/li>\n

                2. \n

                  \u4eba\u5de5\u667a\u80fd<\/strong>\uff1a\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6570\u636e\u6807\u51c6\u5316\u5de5\u5177\u5c06\u53d8\u5f97\u66f4\u52a0\u666e\u904d\uff0c\u81ea\u52a8\u8bc6\u522b\u548c\u5e94\u7528\u6807\u51c6\u5316\u89c4\u5219\uff0c\u4ece\u800c\u83b7\u5f97\u66f4\u5feb\u3001\u66f4\u51c6\u786e\u7684\u7ed3\u679c\u3002<\/p>\n<\/li>\n

                3. \n

                  \u533a\u5757\u94fe<\/strong>\uff1a\u533a\u5757\u94fe\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u63d0\u4f9b\u53bb\u4e2d\u5fc3\u5316\u548c\u4e0d\u53ef\u53d8\u7684\u6570\u636e\u8bb0\u5f55\u6765\u589e\u5f3a\u6570\u636e\u6807\u51c6\u5316\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u771f\u5b9e\u6027\u3002<\/p>\n<\/li>\n

                4. \n

                  \u7269\u8054\u7f51\uff08IoT\uff09<\/strong>\uff1a\u968f\u7740\u7269\u8054\u7f51\u8bbe\u5907\u751f\u6210\u5927\u91cf\u4e0d\u540c\u7684\u6570\u636e\uff0c\u6570\u636e\u6807\u51c6\u5316\u5bf9\u4e8e\u65e0\u7f1d\u6570\u636e\u96c6\u6210\u548c\u6709\u610f\u4e49\u7684\u5206\u6790\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/li>\n

                5. \n

                  \u589e\u5f3a\u73b0\u5b9e\uff08AR\uff09<\/strong>\uff1aAR \u5e94\u7528\u7a0b\u5e8f\u5c06\u9700\u8981\u6807\u51c6\u5316\u7684\u6570\u636e\u683c\u5f0f\u6765\u521b\u5efa\u4e00\u81f4\u4e14\u8eab\u4e34\u5176\u5883\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<\/li>\n

                6. \n

                  \u884c\u4e1a\u7279\u5b9a\u6807\u51c6<\/strong>\uff1a\u5404\u4e2a\u884c\u4e1a\u5c06\u5f00\u53d1\u5e76\u91c7\u7528\u81ea\u5df1\u7684\u6807\u51c6\u5316\u6570\u636e\u683c\u5f0f\u548c\u672c\u4f53\u6765\u6ee1\u8db3\u5176\u7279\u5b9a\u9700\u6c42\u3002<\/p>\n<\/li>\n<\/ol>\n

                  \u5982\u4f55\u4f7f\u7528\u4ee3\u7406\u670d\u52a1\u5668\u6216\u5982\u4f55\u5c06\u4ee3\u7406\u670d\u52a1\u5668\u4e0e\u6570\u636e\u6807\u51c6\u5316\u76f8\u5173\u8054\u3002<\/p>\n

                  \u4ee3\u7406\u670d\u52a1\u5668\u53ef\u4ee5\u4e0e\u6570\u636e\u6807\u51c6\u5316\u5bc6\u5207\u76f8\u5173\uff0c\u7279\u522b\u662f\u5728\u6d89\u53caWeb\u6570\u636e\u6536\u96c6\u548c\u5904\u7406\u7684\u573a\u666f\u4e2d\u3002\u4ee3\u7406\u670d\u52a1\u5668\u5145\u5f53\u7528\u6237\u548c\u7f51\u7ad9\u4e4b\u95f4\u7684\u4e2d\u4ecb\uff0c\u8f6c\u53d1\u8bf7\u6c42\u548c\u54cd\u5e94\u3002\u4ed6\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5728\u6570\u636e\u6807\u51c6\u5316\u4e2d\u53d1\u6325\u4f5c\u7528\uff1a<\/p>\n

                    \n
                  1. \n

                    \u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u4ee3\u7406\u670d\u52a1\u5668\u53ef\u4ee5\u4ece\u5404\u79cd\u6765\u6e90\u6536\u96c6\u6570\u636e\uff0c\u540c\u65f6\u9075\u5faa\u6807\u51c6\u5316\u683c\u5f0f\u3002\u4ed6\u4eec\u53ef\u4ee5\u6574\u5408\u6765\u81ea\u591a\u4e2a\u7f51\u7ad9\u7684\u4fe1\u606f\u5e76\u4ee5\u7edf\u4e00\u7684\u65b9\u5f0f\u5448\u73b0\u3002<\/p>\n<\/li>\n

                  2. \n

                    \u6570\u636e\u9a8c\u8bc1<\/strong>\uff1a\u4ee3\u7406\u53ef\u4ee5\u9a8c\u8bc1\u4ece\u4e0d\u540c\u7f51\u7ad9\u63a5\u6536\u7684\u6570\u636e\uff0c\u786e\u4fdd\u5176\u5728\u96c6\u6210\u4e4b\u524d\u7b26\u5408\u9884\u5b9a\u4e49\u7684\u6807\u51c6\u3002<\/p>\n<\/li>\n

                  3. \n

                    \u533f\u540d\u548c\u9690\u79c1<\/strong>\uff1a\u4ee3\u7406\u670d\u52a1\u5668\u53ef\u4ee5\u5bf9\u7528\u6237\u6570\u636e\u8fdb\u884c\u533f\u540d\u5316\u5904\u7406\uff0c\u5220\u9664\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f (PII) \u4ee5\u9075\u5b88\u9690\u79c1\u6cd5\u89c4\uff0c\u540c\u65f6\u4ecd\u7136\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u6570\u636e\u8fdb\u884c\u5206\u6790\u3002<\/p>\n<\/li>\n

                  4. \n

                    \u8d1f\u8f7d\u5747\u8861<\/strong>\uff1a\u5728\u6570\u636e\u5bc6\u96c6\u578b\u64cd\u4f5c\u4e2d\uff0c\u4ee3\u7406\u670d\u52a1\u5668\u53ef\u4ee5\u5c06\u8d1f\u8f7d\u5206\u5e03\u5230\u591a\u4e2a\u670d\u52a1\u5668\u4e0a\uff0c\u4ece\u800c\u4f18\u5316\u6570\u636e\u5904\u7406\u548c\u6807\u51c6\u5316\u3002<\/p>\n<\/li>\n

                  5. \n

                    \u57fa\u4e8e\u4f4d\u7f6e\u7684\u6807\u51c6\u5316<\/strong>\uff1a\u4f4d\u4e8e\u4e0d\u540c\u533a\u57df\u7684\u4ee3\u7406\u53ef\u4ee5\u5e2e\u52a9\u6839\u636e\u533a\u57df\u504f\u597d\u6216\u683c\u5f0f\u8981\u6c42\u6807\u51c6\u5316\u6570\u636e\u3002<\/p>\n<\/li>\n<\/ol>\n

                    \u76f8\u5173\u94fe\u63a5<\/h2>\n

                    \u6709\u5173\u6570\u636e\u6807\u51c6\u5316\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u60a8\u53ef\u4ee5\u6d4f\u89c8\u4ee5\u4e0b\u8d44\u6e90\uff1a<\/p>\n

                      \n
                    1. \u6570\u636e\u6807\u51c6\u5316\uff1a\u5b83\u662f\u4ec0\u4e48\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u5b83\u5f88\u91cd\u8981<\/a><\/li>\n
                    2. \u6570\u636e\u6807\u51c6\u5316 - \u7f8e\u56fd\u56fd\u7acb\u536b\u751f\u7814\u7a76\u9662<\/a><\/li>\n
                    3. \u8bed\u4e49\u7f51\u6280\u672f<\/a><\/li>\n<\/ol>\n

                      \u901a\u8fc7\u6df1\u5165\u7814\u7a76\u8fd9\u4e9b\u8d44\u6e90\uff0c\u60a8\u53ef\u4ee5\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u6570\u636e\u6807\u51c6\u5316\u5728\u5f53\u4eca\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\u7684\u4e16\u754c\u4e2d\u7684\u91cd\u8981\u6027\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 Data Standardization: Streamlining Information for a Connected World<\/mark>","faq_items":[{"question":"What is data standardization?","answer":"

                      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":"

                      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":"

                      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":"

                      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":"

                      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":"

                      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":"

                      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":"

                      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":"

                      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":"

                      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\/cn\/wp-json\/wp\/v2\/wiki\/476708","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":1,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki\/476708\/revisions"}],"predecessor-version":[{"id":505252,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki\/476708\/revisions\/505252"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media\/468148"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media?parent=476708"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}