{"id":118322,"date":"2024-06-18T06:39:40","date_gmt":"2024-06-18T05:39:40","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=118322"},"modified":"2024-09-20T17:46:04","modified_gmt":"2024-09-20T16:46:04","slug":"evolving-to-an-intelligent-asset-management-register","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/evolving-to-an-intelligent-asset-management-register\/","title":{"rendered":"\u5411\u667a\u80fd\u8d44\u4ea7\u7ba1\u7406\u767b\u8bb0\u518c\u53d1\u5c55"},"content":{"rendered":"

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    <\/span><\/div>

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    • <\/i><\/span>
      \n

      \u533b\u7597\u4fdd\u5065<\/strong>:\u56fd\u5bb6\u533b\u7597\u670d\u52a1\u7cfb\u7edf\u53ef\u4ee5\u5229\u7528\u8be5\u5de5\u5177\u4f18\u5316\u8bbe\u5907\u9009\u62e9\uff0c\u5728\u6210\u672c\u548c\u53ef\u9760\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff0c\u52a0\u5f3a\u5bf9\u75c5\u4eba\u7684\u62a4\u7406\uff0c\u5e76\u786e\u4fdd\u7b26\u5408\u5b89\u5168\u89c4\u5b9a\u3002.<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u6559\u80b2<\/strong>:\u5927\u5b66\u6821\u56ed\u53ef\u4ee5\u7ba1\u7406\u591a\u4e2a\u697c\u5b87\u7684\u5b9e\u9a8c\u5ba4\u8bbe\u5907\u3001\u4f9b\u6696\u548c\u5236\u51b7\u7cfb\u7edf\u4ee5\u53ca\u7535\u68af\uff0c\u786e\u4fdd\u6709\u6548\u5229\u7528\u9884\u7b97\u3002.<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u4ea4\u901a\u8fd0\u8f93<\/strong>:\u4ea4\u901a\u7ba1\u7406\u90e8\u95e8\uff08\u5982\u4f26\u6566\u4ea4\u901a\u7ba1\u7406\u5c40\uff09\u53ef\u4ee5\u5e73\u8861\u6574\u4e2a\u516c\u5171\u4ea4\u901a\u7f51\u7edc\u4e2d\u81ea\u52a8\u6276\u68af\u3001\u7535\u68af\u548c\u552e\u7968\u7cfb\u7edf\u7684\u521d\u59cb\u6210\u672c\u3001\u7ef4\u62a4\u6210\u672c\u548c\u65f6\u95f4\u8868\uff0c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u548c\u53ef\u6301\u7eed\u6027\u3002.<\/p>\n<\/div><\/li>

    • <\/i><\/span>
      \n

      \u5546\u4e1a\u5730\u4ea7<\/strong>:\u5efa\u7b51\u96c6\u56e2\u53ef\u4ee5\u786e\u4fdd\u5173\u952e\u57fa\u7840\u8bbe\u65bd\uff08\u5982\u529e\u516c\u697c\u548c\u96f6\u552e\u7a7a\u95f4\u7684\u7535\u68af\u548c\u6696\u901a\u7a7a\u8c03\u7cfb\u7edf\uff09\u7684\u9ad8\u6548\u8fd0\u884c\u3002.<\/p>\n<\/div><\/li><\/ul>

      \u56e0\u6b64\uff0c\u6211\u4eec\u8ba4\u4e3a\u5404\u884c\u4e1a\u666e\u904d\u5177\u6709\u4ee5\u4e0b\u4f18\u52bf\uff1a<\/p>\n<\/div>

      • <\/i><\/span>
        \n

        Data \u9a71\u52a8\u51b3\u7b56<\/strong>:\u63d0\u4f9b\u7a33\u5065\u7684 data-driven \u8d44\u4ea7\u9009\u62e9\u65b9\u6cd5\uff0c\u51cf\u5c11\u5bf9\u76f4\u89c9\u548c\u4e3b\u89c2\u5224\u65ad\u7684\u4f9d\u8d56\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u98ce\u9669\u7f13\u89e3<\/strong>:\u901a\u8fc7\u8003\u8651\u7efc\u5408\u6210\u672c\u548c\u6027\u80fd\uff0c\u5c06\u9009\u62e9\u6b21\u4f18\u8d44\u4ea7\u7684\u98ce\u9669\u964d\u81f3\u6700\u4f4e data.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u751f\u547d\u5468\u671f\u7ba1\u7406<\/strong>:\u6df1\u5165\u4e86\u89e3\u8d44\u4ea7\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\uff0c\u786e\u4fdd\u957f\u671f\u89c4\u5212\u548c\u53ef\u6301\u7eed\u53d1\u5c55\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u53ef\u6269\u5c55\u6027<\/strong>:\u5177\u6709\u53ef\u6269\u5c55\u6027\u548c\u9002\u5e94\u6027\uff0c\u53ef\u6ee1\u8db3\u4e0d\u65ad\u589e\u957f\u7684\u7ec4\u7ec7\u6216\u4e0d\u65ad\u6269\u5927\u7684\u8bbe\u65bd\u7684\u9700\u6c42\u3002.<\/p>\n<\/div><\/li>

      • <\/i><\/span>
        \n

        \u63d0\u9ad8\u6548\u7387<\/strong>:\u901a\u8fc7\u4e3a\u6bcf\u79cd\u7279\u5b9a\u7528\u9014\u63a8\u8350\u6700\u5408\u9002\u3001\u6700\u53ef\u9760\u7684\u8d44\u4ea7\uff0c\u63d0\u9ad8\u6574\u4f53\u8fd0\u884c\u6548\u7387\u3002.<\/p>\n<\/div><\/li><\/ul>

        \u786e\u4fdd\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027<\/h2><\/div>

        \u4e3a\u786e\u4fdd\u65e8\u5728\u63a8\u8350\u8d44\u4ea7\u548c\u63d0\u4f9b\u89c1\u89e3\u7684\u76d1\u7763\u5b66\u4e60\u5de5\u5177\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u9700\u8981\u91c7\u53d6\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n<\/div>

        • <\/i><\/span>
          \n

          \u7efc\u5408 data foundation<\/strong>:\u8be5\u5de5\u5177\u5efa\u7acb\u5728\u5f3a\u5927\u7684 dataset \u57fa\u7840\u4e0a\uff0c\u5176\u4e2d\u5305\u62ec\u5404\u79cd\u8d44\u4ea7\u7684\u5e7f\u6cdb\u4fe1\u606f\uff0c\u786e\u4fdd\u5168\u9762\u4e86\u89e3\u4e0d\u540c\u60c5\u51b5\u4e0b\u7684\u6027\u80fd\u6307\u6807\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u9ad8\u7ea7\u673a\u5668\u5b66\u4e60\u6280\u672f<\/strong>:\u6211\u4eec\u5229\u7528\u6700\u5148\u8fdb\u7684\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5\uff0c\u5bf9\u521d\u59cb\u6210\u672c\u3001\u7ef4\u62a4\u6210\u672c\u548c\u8d44\u4ea7\u5bff\u547d\u8fdb\u884c\u7cbe\u5fc3\u8c03\u6574\uff0c\u4ee5\u5e73\u8861\u521d\u59cb\u6210\u672c\u3001\u7ef4\u62a4\u6210\u672c\u548c\u8d44\u4ea7\u5bff\u547d\uff0c\u786e\u4fdd\u6839\u636e\u5ba2\u6237\u7684\u5177\u4f53\u8981\u6c42\u63d0\u51fa\u6700\u4f73\u5efa\u8bae\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u4e25\u683c\u7684\u9a8c\u8bc1\u8fc7\u7a0b<\/strong>:\u4e3a\u4e86\u786e\u4fdd\u5de5\u5177\u7684\u6709\u6548\u6027\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u4ea4\u53c9\u9a8c\u8bc1\u6280\u672f\u548c\u884c\u4e1a\u76f8\u5173\u7684\u6027\u80fd\u6307\u6807\u3002\u8fd9\u4e00\u4e25\u683c\u7684\u6d4b\u8bd5\u8fc7\u7a0b\u786e\u4fdd\u6211\u4eec\u7684\u6a21\u578b\u80fd\u591f\u5f88\u597d\u5730\u63a8\u5e7f\u5230\u65b0\u7684 data\uff0c\u5e76\u63d0\u4f9b\u4e00\u81f4\u3001\u51c6\u786e\u7684\u5efa\u8bae\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u900f\u660e\u5ea6\u548c\u53ef\u89e3\u91ca\u6027<\/strong>:\u6211\u4eec\u7684\u5de5\u5177\u91c7\u7528\u4e86 SHAP \u548c LIME \u7b49\u53ef\u89e3\u91ca\u6027\u65b9\u6cd5\uff0c\u53ef\u8ba9\u4eba\u6e05\u695a\u5730\u4e86\u89e3\u6bcf\u9879\u5efa\u8bae\u80cc\u540e\u7684\u7406\u7531\u3002\u8fd9\u79cd\u900f\u660e\u5ea6\u53ef\u786e\u4fdd\u5ba2\u6237\u4e86\u89e3\u51b3\u7b56\u8fc7\u7a0b\u5e76\u4fe1\u4efb\u51b3\u7b56\u7ed3\u679c\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u6301\u7eed\u6539\u8fdb<\/strong>:\u8be5\u6a21\u578b\u5b9a\u671f\u6839\u636e\u65b0\u7684 data \u548c\u53cd\u9988\u4fe1\u606f\u8fdb\u884c\u66f4\u65b0\uff0c\u4ee5\u53cd\u6620\u4e0d\u65ad\u53d8\u5316\u7684\u60c5\u51b5\u5e76\u589e\u5f3a\u5176\u9884\u6d4b\u80fd\u529b\uff0c\u4ece\u800c\u786e\u4fdd\u5176\u4fdd\u6301\u6700\u65b0\u548c\u6709\u6548\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u4e13\u5bb6\u9a8c\u8bc1<\/strong>:\u6211\u4eec\u4e0e\u884c\u4e1a\u4e13\u5bb6\u548c\u4e3b\u8981\u5ba2\u6237\u5229\u76ca\u76f8\u5173\u8005\u5bc6\u5207\u5408\u4f5c\uff0c\u9a8c\u8bc1\u6211\u4eec\u7684\u5de5\u5177\u6240\u63d0\u4f9b\u7684\u5efa\u8bae\uff0c\u786e\u4fdd\u8fd9\u4e9b\u5efa\u8bae\u5207\u5b9e\u53ef\u884c\u3001\u5207\u5408\u5b9e\u9645\uff0c\u5e76\u7b26\u5408\u73b0\u5b9e\u4e16\u754c\u7684\u8981\u6c42\u548c\u5ba2\u6237\u7684\u671f\u671b\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u771f\u5b9e\u4e16\u754c\u6d4b\u8bd5<\/strong>:\u6211\u4eec\u7684\u5de5\u5177\u7ecf\u8fc7\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9645\u6d4b\u8bd5\uff0c\u8bc1\u660e\u4e86\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u53ef\u9760\u6027\u548c\u51c6\u786e\u6027\u3002\u8fd9\u4e00\u5168\u9762\u7684\u6d4b\u8bd5\u8fc7\u7a0b\u786e\u4fdd\u4e86\u5de5\u5177\u5728\u5b9e\u9645\u5de5\u4f5c\u6761\u4ef6\u4e0b\u7684\u826f\u597d\u6027\u80fd\u3002.<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          \u7528\u6237\u53cd\u9988\u6574\u5408<\/strong>:\u6211\u4eec\u91cd\u89c6\u5e76\u6574\u5408\u7528\u6237\u7684\u53cd\u9988\u610f\u89c1\uff0c\u4e0d\u65ad\u6539\u8fdb\u5de5\u5177\uff0c\u4ee5\u66f4\u597d\u5730\u6ee1\u8db3\u5ba2\u6237\u9700\u6c42\u3002\u8fd9\u79cd\u53cd\u9988\u5faa\u73af\u63d0\u9ad8\u4e86\u5de5\u5177\u7684\u53ef\u9760\u6027\uff0c\u5e76\u786e\u4fdd\u5176\u6839\u636e\u5ba2\u6237\u7684\u7ecf\u9a8c\u548c\u89c1\u89e3\u4e0d\u65ad\u53d1\u5c55\u3002.<\/p>\n<\/div><\/li><\/ul>

          \u8ba4\u8bc6\u5c40\u9650\u6027<\/h2><\/div>

          \u590d\u6742\u6027<\/strong>:\u4e00\u4e2a\u91cd\u5927\u6311\u6218\u662f\u9700\u8981\u5927\u91cf\u9ad8\u8d28\u91cf\u7684 data \u6765\u8bad\u7ec3\u4e00\u4e2a\u6709\u6548\u7684\u6a21\u578b\u3002\u5982\u679c\u5ba2\u6237\u7684 data \u6ca1\u6709\u6570\u5b57\u5316\uff0c\u5219\u5fc5\u987b\u9996\u5148\u4f7f\u7528 OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\u4ece\u624b\u5199\u6587\u4ef6\u548c\u8d26\u5355\u4e2d\u63d0\u53d6\u4fe1\u606f\u3002\u5982\u679c\u6587\u4ef6\u91c7\u7528\u975e\u5e38\u89c4\u6216\u590d\u6742\u7684\u8868\u683c\u683c\u5f0f\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u7279\u522b\u5177\u6709\u6311\u6218\u6027\uff0c\u800c\u4e14\u5bb9\u6613\u51fa\u73b0\u8bef\u5dee\u3002\u5982\u679c\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\u4e0d\u53ef\u884c\uff0c\u5219\u9700\u8981\u624b\u5de5 data \u8f93\u5165\u548c\u6570\u5b57\u5316\uff0c\u8fd9\u53ef\u80fd\u4f1a\u8017\u8d39\u5927\u91cf\u65f6\u95f4\u548c\u8d44\u6e90\u3002.<\/p>\n<\/div>

          \u5386\u53f2\u504f\u89c1<\/strong>:\u8be5\u5de5\u5177\u7684\u5efa\u8bae\u4ec5\u9650\u4e8e\u8fc7\u53bb\u4f7f\u7528\u8fc7\u7684\u8d44\u4ea7\u3002\u56e0\u6b64\uff0c\u7531\u4e8e\u957f\u671f data \u4e0d\u8db3\uff0c\u5b83\u65e0\u6cd5\u5bf9\u65b0\u7684\u6216\u6700\u8fd1\u5f15\u5165\u7684\u8d44\u4ea7\u63d0\u4f9b\u89c1\u89e3\u3002\u8fd9\u4e00\u9650\u5236\u610f\u5473\u7740\u65b0\u7684\u6a21\u5f0f\u548c\u521b\u65b0\u53ef\u80fd\u4e0d\u4f1a\u88ab\u5305\u62ec\u5728\u5efa\u8bae\u4e2d\uff0c\u4ece\u800c\u6709\u53ef\u80fd\u5bfc\u81f4\u5bf9\u5df2\u88ab\u66f4\u5148\u8fdb\u65b9\u6848\u53d6\u4ee3\u7684\u8fc7\u65f6\u8d44\u4ea7\u63d0\u51fa\u5efa\u8bae\u3002\u4e0d\u8fc7\uff0c\u514b\u670d\u8fd9\u4e00\u9650\u5236\u7684\u65b9\u6cd5\u4e4b\u4e00\u662f\u63a8\u65ad\u65b0\u673a\u578b\u7684 data\uff0c\u8fd9\u4e9b\u65b0\u673a\u578b\u53ea\u662f\u540c\u4e00\u5236\u9020\u5546\u73b0\u6709\u673a\u578b\u7684\u5347\u7ea7\u7248\u3002.<\/p>\n<\/div>

          \u8d39\u7528\u548c\u8981\u6c42<\/h2><\/div>

          \u8981\u5efa\u7acb\u6709\u6548\u7684\u8d44\u4ea7\u63a8\u8350\u5de5\u5177\uff0c\u6211\u4eec\u9700\u8981\u5168\u9762\u7684 data\uff0c\u5305\u62ec\u8be6\u7ec6\u7684\u8fd0\u8425 data\uff0c\u5982\u4f7f\u7528\u7edf\u8ba1\u3001\u7ef4\u62a4\u8bb0\u5f55\u548c\u8d44\u4ea7\u6027\u80fd\u6307\u6807\uff0c\u4ee5\u53ca\u6db5\u76d6\u521d\u59cb\u6210\u672c\u3001\u5386\u53f2\u7ef4\u62a4\u8d39\u7528\u548c\u65b0\u8d44\u4ea7\u9884\u8ba1\u6210\u672c\u7684\u8d22\u52a1 data\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u73b0\u6709\u548c\u8fc7\u53bb\u8d44\u4ea7\u7684\u89c4\u683c\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u8d44\u4ea7\u76ee\u524d\u6216\u8fc7\u53bb\u4f7f\u7528\u5730\u70b9\u7684\u76f8\u5173\u5efa\u7b51\u4fe1\u606f\u3002\u56e0\u6b64\uff0cArtefact \u667a\u80fd\u8d44\u4ea7\u767b\u8bb0\u7cfb\u7edf\u7684\u90e8\u7f72\u6210\u672c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u8981\u56de\u7b54\u7684\u8003\u9898\u3001\u53ef\u7528 data \u7684\u8d28\u91cf\u4ee5\u53ca\u9879\u76ee\u7684\u8303\u56f4\uff0c\u5305\u62ec\u8d44\u4ea7\u7684\u6570\u91cf\u548c\u4e0d\u540c\u7c7b\u578b\u3002\u56e0\u6b64\uff0c\u667a\u80fd\u8d44\u4ea7\u767b\u8bb0\u518c\u89e3\u51b3\u65b9\u6848\u7684\u6210\u672c\u5c06\u4ece\u7ea6 7 \u4e07\u82f1\u9551\u8d77\u3002.<\/p>\n<\/div>

          \u6b64\u5916\uff0c\u8981\u6210\u529f\u90e8\u7f72\u8be5\u89e3\u51b3\u65b9\u6848\uff0c\u8fd8\u9700\u8981\u4e0e\u4e3b\u8981\u5229\u76ca\u76f8\u5173\u8005\u548c\u884c\u4e1a\u4e13\u5bb6\u5bc6\u5207\u5408\u4f5c\uff0c\u4ee5\u5e2e\u52a9\u9a8c\u8bc1\u6a21\u578b\u7684\u5efa\u8bae\uff0c\u5e76\u786e\u4fdd\u4e0e\u6700\u4f73\u5b9e\u8df5\u548c\u76d1\u7ba1\u6807\u51c6\u4fdd\u6301\u4e00\u81f4\u3002\u4e3a\u4e86\u4fc3\u8fdb\u5de5\u5177\u7684\u6210\u529f\u5e94\u7528\u548c\u6301\u7eed\u6539\u8fdb\uff0c\u6211\u4eec\u80fd\u591f\u4e3a\u5ba2\u6237\u63d0\u4f9b\u7528\u6237\u57f9\u8bad\u5e76\u5efa\u7acb\u53cd\u9988\u673a\u5236\u3002\u8fd9\u6709\u52a9\u4e8e\u786e\u4fdd\u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u80fd\u591f\u6709\u6548\u6ee1\u8db3\u5ba2\u6237\u4e0d\u65ad\u53d8\u5316\u7684\u9700\u6c42\u3002.<\/p>\n<\/div>

          \u4e3a\u4ec0\u4e48\u9009\u62e9 Artefact\uff1f<\/h2><\/div>

          Artefact \u662f\u4e00\u5bb6\u5168\u7403\u9886\u5148\u7684\u54a8\u8be2\u516c\u53f8\uff0c\u81f4\u529b\u4e8e\u52a0\u5feb data \u548c\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528\uff0c\u4ece\u800c\u5bf9\u4eba\u5458\u548c\u7ec4\u7ec7\u4ea7\u751f\u79ef\u6781\u5f71\u54cd\u3002\u6211\u4eec\u4e13\u6ce8\u4e8edata\u8f6c\u578b\u548cdata marketing\uff0c\u4ee5\u63a8\u52a8\u6574\u4e2a\u4f01\u4e1a\u4ef7\u503c\u94fe\u53d6\u5f97\u5207\u5b9e\u7684\u4e1a\u52a1\u6210\u679c\u3002Artefact\u63d0\u4f9b\u6700\u5168\u9762\u7684data-driven\u89e3\u51b3\u65b9\u6848\uff0c\u5efa\u7acb\u5728\u6df1\u539a\u7684data\u79d1\u5b66\u548c\u5c16\u7aef\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e4b\u4e0a\uff0c\u5728\u82f1\u56fd\u623f\u5730\u4ea7\u884c\u4e1a\u5927\u89c4\u6a21\u4ea4\u4ed8\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u3002.<\/p>\n<\/div>

          \u6211\u4eec\u662f\u4f4f\u5b85\u3001\u5546\u4e1a\u3001\u5de5\u4e1a\u548c\u4e13\u4e1a\u8d44\u4ea7\u7c7b\u623f\u5730\u4ea7\u4f01\u4e1a\u503c\u5f97\u4fe1\u8d56\u7684\u5408\u4f5c\u4f19\u4f34\u3002\u6211\u4eec\u7684\u5408\u4f5c\u4f19\u4f34\u5305\u62ec\u5bcc\u65f6 350 \u6307\u6570\u4e0a\u5e02\u516c\u53f8\u548c\u7c7b\u4f3c\u89c4\u6a21\u7684\u79c1\u8425\u673a\u6784\u3002\u6211\u4eec\u7684\u4e13\u4e1a\u623f\u5730\u4ea7\u56e2\u961f\u5728\u623f\u5730\u4ea7\u9886\u57df\u62e5\u6709 20 \u591a\u5e74\u7684\u7ecf\u9a8c\uff0c\u5305\u62ec\u623f\u5730\u4ea7\u4f30\u4ef7\u3001\u57ce\u5e02\u89c4\u5212\u3001\u5f00\u53d1\u548c\u878d\u8d44\u65b9\u9762\u7684\u4e13\u5bb6\u548c\u7279\u8bb8\u4e13\u4e1a\u4eba\u58eb\u3002.<\/p>\n<\/div>

          \u6211\u4eec\u4ee5\u5f80\u7684\u5de5\u4f5c\u5305\u62ec\u4e0e\u5ba2\u6237\u5171\u540c\u5236\u5b9a\u4ee5 data \u4e3a\u4e3b\u5bfc\u7684\u52a8\u6001\u6218\u7565--\u544a\u77e5\u5ba2\u6237\u5728\u6240\u9009\u5e02\u573a\u4e2d\u7684\u7ade\u4e89\u4f18\u52bf\u548c\u53d6\u80dc\u4e4b\u9053--\u4ee5\u53ca\u91cd\u5927\u8fd0\u8425\u53d8\u9769\uff0c\u5982\u5efa\u7acb\u65b0\u7684\u4e1a\u52a1\u5206\u652f\u548c\u4e3b\u5f20\u3002\u6211\u4eec\u53c2\u4e0e\u8fc7\u623f\u5730\u4ea7\u751f\u547d\u5468\u671f\u7684\u5404\u4e2a\u9636\u6bb5\uff0c\u4ece\u571f\u5730\u8d2d\u7f6e\u5230\u6301\u7eed\u7ef4\u62a4\uff0c\u5e76\u4e0e\u5ba2\u6237\u4e00\u8d77\u79d1\u5b66\u5730\u6539\u8fdb\u8fd9\u4e9b\u6d41\u7a0b\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"

          \u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u8fdb\u6b65\u5f7b\u5e95\u6539\u53d8\u4e86\u6211\u4eec\u7ba1\u7406\u548c\u7ef4\u62a4\u7269\u4e1a \u201c\u786c \u201d\u8d44\u4ea7\u7684\u65b9\u5f0f\u3002\u667a\u80fd\u8d44\u4ea7\u767b\u8bb0\u518c\u5c31\u662f\u4e00\u9879\u65b0\u5174\u5e94\u7528\uff0c\u5b83\u53ef\u4ee5\u4f18\u5316\u5bf9\u91cd\u8981\u8d44\u4ea7\u7684\u7ba1\u7406\uff0c\u5982\u7535\u68af\u3001\u7535\u52a8\u95f8\u95e8\u3001\u8b66\u62a5\u5668\u548c\u5e7f\u6cdb\u7269\u4e1a\u7ec4\u5408\u4e2d\u7684\u5404\u79cd\u673a\u68b0\u3002.<\/p>","protected":false},"featured_media":118323,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[21934],"blog-language":[2991],"class_list":["post-118322","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-real-estate","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/118322","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\/118323"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=118322"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=118322"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=118322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}