{"id":117120,"date":"2024-06-17T14:32:05","date_gmt":"2024-06-17T13:32:05","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=117120"},"modified":"2024-09-20T17:46:04","modified_gmt":"2024-09-20T16:46:04","slug":"demystifying-digital-twins-what-they-are-and-how-your-business-can-benefit","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/demystifying-digital-twins-what-they-are-and-how-your-business-can-benefit\/","title":{"rendered":"\u63ed\u5f00\u6570\u5b57\u5b6a\u751f\u7684\u795e\u79d8\u9762\u7eb1\uff1a\u4ec0\u4e48\u662f\u6570\u5b57\u5b6a\u751f\uff1f"},"content":{"rendered":"

\u4f5c\u8005<\/h2><\/div>\"Image\"

\u585e\u5df4\u65af\u8482\u5b89-\u5e2d\u5c14\u4f2f<\/h3><\/div>

\u5408\u4f5c\u4f19\u4f34 Data \u548c AI
\nArtefact \u5317\u6b27<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u4e0d\u4e45\u524d\uff0c\u201c\u6570\u5b57\u5b6a\u751f \u201d\u8fd8\u53ea\u662f\u4e00\u4e2a\u5b66\u672f\u6982\u5ff5\u3002\u4f46\u5982\u4eca\uff0c\u6570\u5b57\u5b6a\u751f\u51e0\u4e4e\u904d\u5e03\u6bcf\u4e2a\u884c\u4e1a\uff1a\u5236\u9020\u4e1a\u3001\u96f6\u552e\u4e1a\u3001\u80fd\u6e90\u4e1a\u3001\u533b\u7597\u4fdd\u5065\u4e1a\u7b49\u7b49......\u5e26\u6765\u7684\u597d\u5904\u5305\u62ec\u63d0\u9ad8\u751f\u4ea7\u7387\u3001\u7f29\u77ed\u4e0a\u5e02\u65f6\u95f4\u548c\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5728\u5f53\u4eca\u7269\u7406\u5bf9\u8c61\u3001\u6d41\u7a0b\u6216\u7cfb\u7edf\u76f8\u4e92\u8fde\u63a5\u7684\u4e16\u754c\u4e2d\uff0c\u4efb\u4f55\u4e0e data-driven \u6d1e\u5bdf\u529b\u548c\u51b3\u7b56\u5236\u5b9a\u76f8\u5173\u7684\u7528\u4f8b\u90fd\u4e0e\u6570\u5b57\u5b6a\u751f\u6709\u5173\u3002. <\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u5e7f\u4e49\u4e0a\u8bb2\uff0c\u6570\u5b57\u53cc\u80de\u80ce\u662f\u7269\u4f53\uff08\u6da1\u8f6e\u673a\u3001\u6c7d\u8f66\u3001\u4eba\uff09\u3001\u6d41\u7a0b\uff08\u4f9b\u5e94\u94fe\u6216\u751f\u4ea7\u7ebf\uff09\u6216\u6574\u4e2a\u7cfb\u7edf\uff08\u7535\u7f51\u3001\u533b\u9662\u3001\u57ce\u5e02\uff09\u7684\u865a\u62df\u5448\u73b0\u3002\u5b83\u4eec\u7684\u5171\u540c\u70b9\u662f\u4ec0\u4e48\uff1f\u5b83\u4eec\u7684\u5e95\u5c42 data \u6307\u7684\u662f\u7269\u7406\u548c\u771f\u5b9e\u4e16\u754c\u7684\u6d4b\u91cf\u3002.<\/p>\n<\/div>

\u6570\u5b57\u5b6a\u751f\u5230\u5e95\u662f\u4ec0\u4e48\uff1f\u5b83\u4eec\u80fd\u505a\u4ec0\u4e48\uff1f<\/h2><\/div>

\u5982\u4eca\uff0c\u6570\u5b57\u5b6a\u751f\u6b63\u5728\u5404\u884c\u5404\u4e1a\u5d2d\u9732\u5934\u89d2\uff0c\u4ece\u5236\u9020\u5230\u96f6\u552e\u3001\u6c7d\u8f66\u3001\u80fd\u6e90\u3001\u533b\u7597\u4fdd\u5065\u3001\u57ce\u5e02\u3001\u7814\u7a76......\u4e0d\u80dc\u679a\u4e3e\u3002\u6570\u5b57\u5b6a\u751f\u7684\u7528\u4f8b\u548c\u5e94\u7528\u751a\u81f3\u66f4\u4e3a\u5e7f\u6cdb\uff1adata \u76d1\u63a7\u548c\u53ef\u89c6\u5316\u3001\u6548\u7387\u63d0\u5347\u3001\u4f18\u5316\u3001\u60c5\u666f\u5206\u6790\u3001\u6a21\u62df\u3001\u672a\u6765\u72b6\u6001\u9884\u6d4b\u3002\u9762\u5bf9\u5982\u6b64\u5e7f\u6cdb\u7684\u884c\u4e1a\u548c\u5e94\u7528\uff0c\u201c\u6570\u5b57\u5b6a\u751f \u201d\u4e00\u8bcd\u7f3a\u4e4f\u660e\u786e\u7684\u5b9a\u4e49\uff0c\u5bf9\u4e0d\u540c\u7684\u4eba\u6709\u4e0d\u540c\u7684\u542b\u4e49\u4e5f\u5c31\u4e0d\u8db3\u4e3a\u5947\u4e86\u3002.<\/p>\n

\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u89e3\u8bfb\u6570\u5b57\u5b6a\u751f\u7684\u5173\u952e\u7279\u5f81\uff0c\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u7406\u89e3\u548c\u9a7e\u9a6d\u672a\u6765\u7684\u5bf9\u8bdd\u3002\u6211\u4eec\u8fd8\u5c06\u89e3\u91ca \u6570\u5b57\u53cc\u80de\u80ce\u7684\u4e24\u79cd\u539f\u578b<\/strong>, \u5176\u4e2d\u6bcf\u4e00\u4e2a\u90fd\u6709\u4e0d\u540c\u7684 data \u8981\u6c42\u3001\u5efa\u6a21\u5de5\u4f5c\u3001\u56e2\u961f\u6280\u80fd\u548c\u4f7f\u7528\u6848\u4f8b\u3002.<\/p>\n

\u638c\u63e1\u4e86\u8fd9\u4e9b\u77e5\u8bc6\uff0c\u60a8\u5c31\u80fd\u66f4\u8f7b\u677e\u5730\u8bc6\u522b\u8fd9\u4e00\u6982\u5ff5\uff0c\u5e76\u4e3a\u60a8\u7684\u7279\u5b9a\u884c\u4e1a\u548c\u4f7f\u7528\u6848\u4f8b\u5e26\u6765\u597d\u5904\u3002. <\/span><\/p>\n<\/div>

\u6570\u5b57\u5b6a\u751f\u539f\u578b A\uff1adata\u5b6a\u751f\u4e2d\u7684\u53ef\u89c6\u5316\u548c\u5206\u6790\u6280\u672f<\/h2><\/div>
<\/span><\/div>

\u539f\u578b A<\/strong> \u53ef\u89c6\u5316\u6444\u53d6\u7684 data\uff0c\u5e76\u901a\u8fc7\u5206\u6790\u6d4b\u91cf\u7684 data \u63d0\u4f9b\u89c1\u89e3\u3002\u5728\u5176\u4ed6\u884c\u4e1a\u548c\u6d41\u7a0b\u4e2d\uff0c\u8fd9\u79cd\u539f\u578b\u53ef\u4ee5\u66f4\u666e\u904d\u5730\u63cf\u8ff0\u4e3a \u5546\u4e1a\u667a\u80fd<\/strong>, \u4f46\u7ec6\u5fae\u5dee\u522b\u5728\u4e8e\uff0c\u6570\u5b57\u5b6a\u751f\u901a\u5e38\u5c06 data \u5b9e\u65f6\u53ef\u89c6\u5316\u3002\u4e00\u4e9b\u516c\u53f8\u5c06\u8fd9\u79cd\u539f\u578b\u79f0\u4e3a \u201cdata \u53cc\u80de\u80ce\u201d\u3002\u201d<\/p>\n

data twin \u7684\u4e3b\u8981\u4f18\u70b9\u662f\u5728\u5355\u4e00\u4f4d\u7f6e\u63d0\u4f9b\u6e05\u6d01\u7684 data\uff0c\u4f7f\u5e7f\u6cdb\u7684 audience \u53ef\u4ee5\u8bbf\u95ee\uff0c\u4ece\u800c\u63d0\u4f9b\u6709\u5173\u5bf9\u8c61\u3001\u6d41\u7a0b\u6216\u7cfb\u7edf\u7684\u6574\u4f53\u89c6\u56fe\u3002\u5728\u6ca1\u6709\u4eba\u5de5\u667a\u80fd\u6216\u9ad8\u7ea7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u60c5\u51b5\u4e0b\uff0c\u6e05\u6d01 data \u7684\u900f\u660e\u6027\u548c\u53ef\u8bbf\u95ee\u6027\u4ecd\u80fd\u4e3a\u7528\u6237\u63d0\u4f9b\u4e30\u5bcc\u7684\u4fe1\u606f\u548c\u5de8\u5927\u7684\u4ef7\u503c\u3002\u76d1\u63a7\u3001\u95ee\u9898\u68c0\u6d4b\u548c\u8b66\u62a5\u7b49\u7528\u4f8b\u53ef\u4ea7\u751f\u66f4\u591a\u4ef7\u503c\uff0c\u800c\u4efb\u52a1\u7ba1\u7406\u6216\u7968\u636e\u521b\u5efa\u7b49\u4eba\u673a\u4ea4\u4e92\u548c\u53cd\u9988\u529f\u80fd\u7684\u52a0\u5165\uff0c\u5219\u4f7f data \u6210\u4e3a\u96c6\u6210\u5de5\u4f5c\u6d41\u7ba1\u7406\u7cfb\u7edf\u7684\u5b6a\u751f\u7ec4\u6210\u90e8\u5206\u3002\u66f4\u5148\u8fdb\u7684\u5e94\u7528\u5219\u5229\u7528\u63a5\u6536\u5230\u7684 data \u63d0\u4f9b\u9884\u6d4b\u6027\u7ef4\u62a4\u89c1\u89e3\uff0c\u786e\u5b9a\u4f55\u65f6\u9700\u8981\u5bf9\u8bbe\u5907\u6216\u673a\u5668\u8fdb\u884c\u7ef4\u62a4\uff0c\u5e76\u6839\u636e\u6d4b\u91cf\u5230\u7684 data \u8c03\u6574\u7ef4\u62a4\u5468\u671f\u3002.<\/p>\n

\u53ef\u89c6\u5316\u548c\u5206\u6790 data \u53cc\u80de\u80ce\u7684\u793a\u4f8b\uff1a<\/p>\n<\/div>

  • <\/i><\/span>
    \n

    \u5bf9\u4e8e \u4ea7\u4e1a<\/strong>, \u5982\u4efb\u4f55\u64cd\u4f5c\u5ba4\u7684\u76d1\u63a7\u5c4f\u5e55\uff0c\u5982\u53d1\u7535\u5382\u6216\u751f\u4ea7\u7ebf\u7684\u63a7\u5236\u5c4f\u5e55\u3002.<\/p>\n<\/div><\/li>

  • <\/i><\/span>
    \n

    \u5bf9\u4e8e \u7269\u6d41<\/strong>, \u53ef\u89c6\u5316\u6574\u4e2a\u4f9b\u5e94\u94fe\u7684\u5f53\u524d\u5e93\u5b58\u6c34\u5e73\u3002.<\/p>\n<\/div><\/li>

  • <\/i><\/span>
    \n

    \u5bf9\u4e8e \u57fa\u7840\u8bbe\u65bd<\/strong>, \u4f8b\u5982\uff0c\u4e3a\u94c1\u8def\u7f51\u7edc\u8fd0\u8425\u5546\u63d0\u4f9b\u6240\u6709\u5217\u8f66\u5f53\u524d\u4f4d\u7f6e\u7684\u6982\u89c8\uff0c\u6216\u4e3a\u7a7a\u4e2d\u4ea4\u901a\u7ba1\u5236\u5458\u63d0\u4f9b\u98de\u673a\u4f4d\u7f6e\u7684\u6982\u89c8\u3002.<\/p>\n<\/div><\/li><\/ul>

    \u521b\u5efa\u9ad8\u5f71\u54cd\u529b data \u53cc\u80de\u80ce\u7684\u4e3b\u8981\u6311\u6218\u5728\u4e8e\u5982\u4f55\u5c06\u7528\u6237\u7684\u4e1a\u52a1\u77e5\u8bc6\u548c\u6280\u672f\u4e13\u957f\u7ed3\u5408\u8d77\u6765\uff0c\u4ee5\u521b\u5efa data \u53cc\u80de\u80ce\u3002\u6709\u4e86\u4e0a\u4e00\u6b65\u6240\u8ff0\u7684\u7ecf\u8fc7\u6e05\u7406\u548c\u5206\u7c7b\u7684\u8f93\u5165 data\uff0c\u6210\u529f\u7684\u5173\u952e\u56e0\u7d20\u5c31\u662f\u4ece\u7528\u6237\u89d2\u5ea6\u51fa\u53d1\uff0c\u91c7\u7528\u4ee5\u7528\u6237\u4e3a\u4e2d\u5fc3\u7684\u8bbe\u8ba1\u65b9\u6cd5\u3002\u6839\u636e\u660e\u786e\u5b9a\u4e49\u7684\u7528\u6237\u6545\u4e8b\uff0c\u6211\u4eec\u8bbe\u8ba1\u56fe\u5f62\u754c\u9762\uff0c\u5e76\u63a8\u5bfc\u51fa data \u53ef\u7528\u6027\u7684\u6280\u672f\u8981\u6c42\u3002\u5728\u53ef\u89c6\u5316\u6700\u4f4e\u8981\u6c42\u7684 data \u548c\u63d0\u4f9b\u5b8c\u6574\u7684\u7aef\u5230\u7aef\u56fe\u7247\u4e4b\u95f4\u53d6\u5f97\u9002\u5f53\u7684\u5e73\u8861\uff0c\u4ece\u800c\u63d0\u4f9b\u9002\u5f53\u7684\u6e05\u6670\u5ea6\uff0c\u521b\u9020\u6d1e\u5bdf\u529b\u548c\u4ef7\u503c\u3002.<\/p>\n<\/div>

    \u6570\u5b57\u5b6a\u751f\u539f\u578b B\uff1a\u901a\u8fc7\u52a8\u6001\u5b6a\u751f\u8fdb\u884c\u6a21\u62df<\/h2><\/div>

    \u539f\u578b B<\/strong>, \u52a8\u6001 \u201c\u6570\u5b57\u5b6a\u751f \u201d\u901a\u8fc7\u5728\u6240\u6709\u4ee5\u524d\u672a\u6d4b\u91cf\u7684\u4f4d\u7f6e\u52a8\u6001\u751f\u6210\u4fe1\u606f\u548c data\uff0c\u521b\u5efa\u4e00\u4e2a\u5b8c\u6574\u7684\u73b0\u5b9e\u6570\u5b57\u8868\u793a\u3002\u52a8\u6001\u6570\u5b57\u5b6a\u751f\u5229\u7528 data \u53cc\u80de\u80ce\u4e2d\u53ef\u7528\u7684 data \u5e76\u751f\u6210\u989d\u5916\u4fe1\u606f\uff0c\u4ece\u800c\u521b\u5efa\u6574\u4e2a\u5bf9\u8c61\u3001\u7cfb\u7edf\u6216\u6d41\u7a0b\u7684\u7aef\u5230\u7aef\u6574\u4f53\u89c6\u56fe\u3002.<\/p>\n

    \u52a8\u6001\u6570\u5b57\u5b6a\u751f\u7684\u6838\u5fc3\u662f\u8ba1\u7b97\u65b9\u6cd5\uff0c\u53ef\u4ee5\u586b\u8865\u6ca1\u6709 data \u7684\u7a7a\u767d\u3002\u751f\u6210\u989d\u5916 data \u7684\u65b9\u6cd5\u591a\u79cd\u591a\u6837\uff0c\u65e2\u6709\u57fa\u4e8e\u7269\u7406\u65b9\u7a0b\u7684\u6a21\u578b\uff08\u53ef\u8be6\u7ec6\u6355\u6349\u7cfb\u7edf\u7684\u5168\u90e8\u52a8\u6001\uff09\uff0c\u4e5f\u6709\u7b80\u5316\u7684\u542f\u53d1\u5f0f\u65b9\u6cd5\u3001\u7edf\u8ba1\u5173\u7cfb\uff08\u5982\u53c2\u6570\u5316\uff09\uff0c\u8fd8\u6709\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u3002\u8fd9\u4e9b\u65b9\u6cd5\u4e0d\u4ec5\u7528\u4e8e\u586b\u8865\u5f53\u524d\u72b6\u6001\u4e2d\u7684\u7a7a\u767d\uff0c\u800c\u4e14\u662f\u52a8\u6001\u751f\u6210\u66ff\u4ee3\u72b6\u6001\u8f93\u51fa\u7684\u5f3a\u5927\u5f15\u64ce\uff0c\u53ef\u7528\u4e8e\u4e0b\u6587\u7528\u4f8b\u90e8\u5206\u6240\u8ff0\u7684\u60c5\u666f\u5206\u6790\u548c\u4f18\u5316\u3002.<\/p>\n

    \u52a8\u6001\u6570\u5b57\u5b6a\u751f\u7684\u6700\u5927\u4ef7\u503c\u5728\u4e8e\u5229\u7528\u5176\u52a8\u6001\u8ba1\u7b97\u5f15\u64ce\u6765\u63a2\u7d22\u548c\u4e86\u89e3\u8d44\u4ea7\u3001\u6d41\u7a0b\u6216\u7cfb\u7edf\u5982\u4f55\u5e94\u5bf9\u53d8\u5316\u3002\u8fd0\u884c \u5907\u9009\u65b9\u6848<\/strong>, \u6267\u884c \u5047\u8bbe\u5206\u6790<\/strong>, \u4e86\u89e3\u8fd9\u4e9b\u53d8\u5316\u5bf9\u7cfb\u7edf\u7684\u5f71\u54cd\u662f\u6539\u8fdb\u4ea7\u54c1\u8bbe\u8ba1\u3001\u4f18\u5316\u8fd0\u8425\u3001\u52a0\u5f3a\u89c4\u5212\u548c\u786e\u4fdd\u4f9b\u5e94\u5b89\u5168\u7684\u5f3a\u5927\u7528\u4f8b\u3002\u4e3e\u51e0\u4e2a\u4f8b\u5b50\uff1a<\/p>\n<\/div>

    • <\/i><\/span>
      \n

      \u5bf9\u4e8e\u4e00\u4e2a \u98ce\u529b\u6da1\u8f6e\u673a\u5236\u9020\u5546<\/strong>, \u901a\u8fc7\u8bc4\u4f30\u6539\u53d8\u53f6\u7247\u5f62\u72b6\u548c\u4f4d\u7f6e\u7684\u5f71\u54cd\uff0c\u5229\u7528\u6570\u5b57\u5b6a\u751f\u6280\u672f\u6539\u8fdb\u8f6c\u5b50\u53f6\u7247\u7684\u8bbe\u8ba1\uff1b;<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5bf9\u4e8e\u4e00\u4e2a \u94c1\u8def\u8fd0\u8425\u5546<\/strong>, \u901a\u8fc7\u4f7f\u7528\u6570\u5b57\u5b6a\u751f\u7cfb\u7edf\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u65f6\u4e86\u89e3\u4e58\u5ba2\u5360\u7528\u7387\uff0c\u5e76\u901a\u8fc7\u5411\u4e58\u5ba2\u5efa\u8bae\u5176\u4ed6\u65c5\u884c\u8def\u7ebf\u6765\u4f18\u5316\u5360\u7528\u7387\uff1b;<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5bf9\u4e8e\u4e00\u4e2a \u7535\u7f51\u8fd0\u8425\u5546<\/strong>, \u786e\u5b9a\u7535\u529b\u4f9b\u5e94\u548c\u9700\u6c42\u9886\u57df\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u9886\u57df\u672a\u6765\u5c06\u5982\u4f55\u53d8\u5316\uff0c\u4ece\u800c\u4e3a\u9762\u5411\u672a\u6765\u7684\u7535\u7f51\u505a\u51fa\u6b63\u786e\u7684\u6295\u8d44\u51b3\u7b56\uff1b;<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5bf9\u4e8e \u4f9b\u5e94\u94fe\u6d41\u7a0b<\/strong>, \u60a8\u53ef\u4ee5\u6839\u636e\u672a\u6765\u9700\u6c42\u3001\u4ea4\u4ed8\u5468\u671f\u548c\u4ea7\u54c1\u5230\u671f\u65e5\uff0c\u5168\u9762\u4e86\u89e3\u5e93\u5b58\u6c34\u5e73\u5e76\u4f18\u5316\u8ba2\u5355\uff1b;<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5bf9\u4e8e\u4e00\u4e2a \u533b\u9662<\/strong>, \u901a\u8fc7\u4f7f\u7528\u6570\u5b57\u5b6a\u751f\u7cfb\u7edf\u6765\u4e86\u89e3\u4eba\u5458\u53ef\u7528\u6027\u3001\u5f53\u524d\u75c5\u4eba\u5360\u7528\u7387\u3001\u9884\u671f\u75c5\u4eba\u6d41\u5165\u91cf\u548c\u8ba1\u5212\u624b\u672f\u4e4b\u95f4\u7684\u76f8\u4e92\u4f9d\u5b58\u5173\u7cfb\uff0c\u4ece\u800c\u5728\u63a7\u5236\u6210\u672c\u7684\u540c\u65f6\u4e3a\u75c5\u4eba\u63d0\u4f9b\u6700\u4f73\u670d\u52a1\u3002.<\/p>\n<\/div><\/li><\/ul>

      \u867d\u7136\u52a8\u6001\u6570\u5b57\u5b6a\u751f\u7684\u597d\u5904\u6bcb\u5eb8\u7f6e\u7591\uff0c\u4f46\u52a8\u6001\u6570\u5b57\u5b6a\u751f\u9762\u4e34\u7684\u4e3b\u8981\u6311\u6218\u6765\u81ea\u4f5c\u4e3a\u6570\u5b57\u5b6a\u751f\u6838\u5fc3\u8ba1\u7b97\u5f15\u64ce\u7684\u4e0d\u540c\u65b9\u6cd5\u3002\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u7b80\u5355\u7684\u542f\u53d1\u5f0f\u6216\u53c2\u6570\u5316\u662f\u6700\u4f73\u89e3\u51b3\u65b9\u6848\uff1b\u800c\u5728\u5176\u4ed6\u60c5\u51b5\u4e0b\uff0c\u673a\u5668\u5b66\u4e60\u7b49\u66f4\u5148\u8fdb\u7684\u7edf\u8ba1\u6280\u672f\u5219\u66f4\u4e3a\u5408\u9002\u3002\u6700\u7cbe\u786e\u7684\u65b9\u6cd5\u4ecd\u7136\u662f\u4f7f\u7528\u7269\u7406\u65b9\u7a0b\u6765\u586b\u8865\u7a7a\u767d\uff0c\u5e76\u786e\u5b9a\u7cfb\u7edf\u5c06\u5982\u4f55\u5bf9\u53d8\u5316\u505a\u51fa\u53cd\u5e94\u3002\u8bc4\u4f30\u54ea\u79cd\u65b9\u6cd5\u662f\u6b63\u786e\u9009\u62e9\u7684\u6807\u51c6\u5c06\u53d6\u51b3\u4e8e\u7528\u4e8e\u8bad\u7ec3\u548c\u90e8\u7f72\u6a21\u578b\u7684 data \u53ef\u7528\u6027\u3001\u4f7f\u7528\u6848\u4f8b\u3001\u8f93\u51fa\u7cbe\u786e\u5ea6\u6c34\u5e73\u4ee5\u53ca\u5b9e\u65f6\u8ba1\u7b97\u7684\u8ba1\u7b97\u80fd\u529b\u3002.<\/p>\n<\/div>

      \u5982\u4f55\u5f00\u59cb\u6570\u5b57\u5b6a\u751f<\/h2><\/div>

      \u5b9e\u73b0\u6570\u5b57\u5b6a\u751f\u7684\u4ef7\u503c\u6240\u9762\u4e34\u7684\u6700\u5927\u6311\u6218\u4e4b\u4e00\uff0c\u5c31\u662f\u5c06\u4e00\u4e2a\u975e\u5e38\u5bbd\u6cdb\u7684\u6982\u5ff5\u8f6c\u5316\u4e3a\u5b9e\u8df5\uff0c\u901a\u8fc7\u5177\u4f53\u7684\u4f7f\u7528\u6848\u4f8b\u6765\u521b\u9020\u4ef7\u503c\u3002\u5728\u6570\u5b57\u5b6a\u751f\u4e4b\u65c5\u7684\u65e9\u671f\u9636\u6bb5\uff0c\u6709\u4e09\u4e2a\u65b9\u9762\u81f3\u5173\u91cd\u8981\uff1a<\/p>\n<\/div>

      • <\/i><\/span>
        \n

        \u4ef7\u503c\u8bc6\u522b<\/strong>:\u5c06\u6570\u5b57\u5b6a\u751f\u6982\u5ff5\u8f6c\u5316\u4e3a\u5b9e\u9645\u7528\u4f8b\u53ef\u80fd\u5f88\u56f0\u96be\u3002\u4e0e\u5176\u4ece\u6570\u5b57\u5b6a\u751f\u7684\u7406\u8bba\u6982\u5ff5\u5165\u624b\uff0c\u4e0d\u5982\u4ece\u4e1a\u52a1\u65b9\u9762\u5165\u624b\uff0c\u627e\u51fa\u6f5c\u5728\u7684\u95ee\u9898\u6216\u4f18\u52bf\u3002\u4e00\u65e6\u660e\u786e\u4e86\u67d0\u4e00\u7279\u5b9a\u95ee\u9898\u7684\u4ef7\u503c\uff0c\u5c31\u5e94\u51b3\u5b9a\u54ea\u79cd\u6570\u5b57\u5b6a\u751f\u539f\u578b\u80fd\u6070\u5f53\u5730\u89e3\u51b3\u8be5\u95ee\u9898\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u4f01\u4e1a\u91c7\u7528<\/strong>:\u5c31\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6570\u5b57\u5b6a\u751f\u7cfb\u7edf\u7f16\u5199\u7528\u6237\u6545\u4e8b\u3002\u5f00\u53d1\u7528\u6237\u754c\u9762\uff0c\u5e76\u8003\u8651\u5982\u4f55\u5c06\u6570\u5b57\u5b6a\u751f\u5e94\u7528\u5230\u73b0\u6709\u6d41\u7a0b\u4e2d\uff0c\u4ee5\u786e\u4fdd\u6240\u5f00\u53d1\u7684\u89e3\u51b3\u65b9\u6848\u80fd\u591f\u88ab\u91c7\u7528\u5e76\u5e26\u6765\u771f\u6b63\u7684\u4ef7\u503c\u521b\u9020\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u6280\u672f\u8303\u56f4\u754c\u5b9a<\/strong>:\u786e\u5b9a data \u8981\u6c42\u548c\u6280\u672f\u4ea4\u4ed8\u5e73\u53f0\uff0c\u5305\u62ec\u524d\u7aef\u3002\u5728\u52a8\u6001\u6570\u5b57\u5b6a\u751f\u4e2d\uff0c\u8bc4\u4f30\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u5e76\u6839\u636e\u590d\u6742\u6027\u3001\u51c6\u786e\u6027\u548c data \u53ef\u7528\u6027\uff0c\u51b3\u5b9a\u7b80\u5355\u7684\u542f\u53d1\u5f0f\u65b9\u6cd5\u662f\u5426\u8db3\u591f\uff0c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u662f\u5426\u5408\u9002\uff0c\u6216\u8005\u662f\u5426\u9700\u8981\u4e00\u4e2a\u5b8c\u5168\u52a8\u6001\u7684\u7269\u7406\u6a21\u578b\uff0c\u5982\u975e\u5e38\u7a00\u758f\u7684 data \u6216\u9700\u8981\u5e7f\u6cdb\u7684\u60c5\u666f\u5206\u6790\u3002.<\/p>\n<\/div><\/li><\/ul>

        \u867d\u7136\u52a8\u6001\u6570\u5b57\u5b6a\u751f\u7684\u597d\u5904\u6bcb\u5eb8\u7f6e\u7591\uff0c\u4f46\u52a8\u6001\u6570\u5b57\u5b6a\u751f\u9762\u4e34\u7684\u4e3b\u8981\u6311\u6218\u6765\u81ea\u4f5c\u4e3a\u6570\u5b57\u5b6a\u751f\u6838\u5fc3\u8ba1\u7b97\u5f15\u64ce\u7684\u4e0d\u540c\u65b9\u6cd5\u3002\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u7b80\u5355\u7684\u542f\u53d1\u5f0f\u6216\u53c2\u6570\u5316\u662f\u6700\u4f73\u89e3\u51b3\u65b9\u6848\uff1b\u800c\u5728\u5176\u4ed6\u60c5\u51b5\u4e0b\uff0c\u673a\u5668\u5b66\u4e60\u7b49\u66f4\u5148\u8fdb\u7684\u7edf\u8ba1\u6280\u672f\u5219\u66f4\u4e3a\u5408\u9002\u3002\u6700\u7cbe\u786e\u7684\u65b9\u6cd5\u4ecd\u7136\u662f\u4f7f\u7528\u7269\u7406\u65b9\u7a0b\u6765\u586b\u8865\u7a7a\u767d\uff0c\u5e76\u786e\u5b9a\u7cfb\u7edf\u5c06\u5982\u4f55\u5bf9\u53d8\u5316\u505a\u51fa\u53cd\u5e94\u3002\u8bc4\u4f30\u54ea\u79cd\u65b9\u6cd5\u662f\u6b63\u786e\u9009\u62e9\u7684\u6807\u51c6\u5c06\u53d6\u51b3\u4e8e\u7528\u4e8e\u8bad\u7ec3\u548c\u90e8\u7f72\u6a21\u578b\u7684 data \u53ef\u7528\u6027\u3001\u4f7f\u7528\u6848\u4f8b\u3001\u8f93\u51fa\u7cbe\u786e\u5ea6\u6c34\u5e73\u4ee5\u53ca\u5b9e\u65f6\u8ba1\u7b97\u7684\u8ba1\u7b97\u80fd\u529b\u3002.<\/p>\n<\/div>

        \u603b\u800c\u8a00\u4e4b\uff1a\u901a\u8fc7\u6570\u5b57\u53cc\u80de\u80ce\u4ece\u7269\u7406 data \u521b\u9020\u4ef7\u503c<\/h2><\/div>

        \u6570\u5b57\u5b6a\u751f\u5df2\u7ecf\u4ece\u4e00\u4e2a\u5b66\u672f\u6982\u5ff5\u53d1\u5c55\u6210\u4e3a\u4e00\u79cd\u53d8\u9769\u6027\u5de5\u5177\uff0c\u5e76\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u5404\u884c\u5404\u4e1a\u3002\u5728\u5f53\u4eca\u7269\u7406\u6d4b\u91cf\u76f8\u4e92\u5173\u8054\u7684\u4e16\u754c\u4e2d\uff0c\u6570\u5b57\u5b6a\u751f\u63d0\u4f9b\u4e86\u7269\u7406\u5bf9\u8c61\u3001\u6d41\u7a0b\u6216\u7cfb\u7edf\u7684\u865a\u62df\u8868\u793a\uff0c\u4ee5\u5b9e\u73b0 data-driven \u6d1e\u5bdf\u548c\u51b3\u7b56\u3002\u6570\u5b57\u5b6a\u751f\u6709\u4e24\u4e2a\u4e3b\u8981\u539f\u578b\uff1a(A) \u7528\u4e8e\u53ef\u89c6\u5316\u548c\u5206\u6790\u7684 data twins\uff0c\u4ee5\u53ca (B) \u7528\u4e8e\u6a21\u62df\u548c\u60c5\u666f\u5206\u6790\u7684\u52a8\u6001 twins\u3002\u968f\u7740\u4f01\u4e1a\u786e\u5b9a\u5177\u4f53\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u4ed6\u4eec\u53ef\u4ee5\u5229\u7528\u6570\u5b57\u5b6a\u751f\u63d0\u9ad8\u751f\u4ea7\u7387\u3001\u4f18\u5316\u8fd0\u8425\u548c\u6539\u8fdb\u89c4\u5212\uff0c\u4ece\u800c\u786e\u4fdd\u7ade\u4e89\u4f18\u52bf\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"

        \u4e86\u89e3\u4e3a\u5404\u884c\u4e1a\u521b\u5efa\u6570\u5b57\u53cc\u80de\u80ce\u7684\u4ef7\u503c\uff0c\u4ece\u800c\u63d0\u9ad8\u751f\u4ea7\u7387\u3001\u7f29\u77ed\u4ea7\u54c1\u4e0a\u5e02\u65f6\u95f4\u5e76\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6\u3002.<\/p>","protected":false},"featured_media":117129,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035],"blog-language":[2991],"class_list":["post-117120","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/117120","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/117129"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=117120"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=117120"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=117120"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}