{"id":43969,"date":"2024-04-03T18:00:58","date_gmt":"2024-04-03T10:00:58","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=43969"},"modified":"2024-04-09T09:38:19","modified_gmt":"2024-04-09T01:38:19","slug":"%e5%a4%a7%e6%95%b8%e6%93%9a%e8%83%8c%e5%be%8c%e7%9a%84%e7%a5%95%e5%af%86-%e8%b3%87%e6%96%99%e7%a7%91%e5%ad%b8","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=43969","title":{"rendered":"\u5927\u6578\u64da\u80cc\u5f8c\u7684\u7955\u5bc6\u2014\u2014\u8cc7\u6599\u79d1\u5b78"},"content":{"rendered":"<p><span style=\"color: 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style=\"color: #00ccff;\"><strong>2.\u8655\u7406\u6578\u64da<\/strong><\/span><\/h6>\n<p>\u6578\u64da\u8655\u7406\u7684\u6b65\u9a5f\u662f\u5c07\u539f\u59cb\u6578\u64da\u8f49\u63db\u70ba\u9069\u5408\u5206\u6790\u7684\u578b\u614b\u3002\u82e5\u4f7f\u7528\u932f\u8aa4\u7684\u65b9\u6cd5\u4f86\u8655\u7406\u6578\u64da\uff0c\u53ef\u80fd\u6703\u626d\u66f2\u3001\u6539\u8b8a\u6578\u64da\uff0c\u9032\u800c\u66f2\u89e3\u6578\u64da\u7684\u610f\u7fa9\uff0c\u56e0\u6b64\uff0c\u6211\u5011\u9700\u8981\u4f7f\u7528\u6b63\u78ba\u4e14\u6709\u6548\u7684\u6578\u64da\u8655\u7406\u65b9\u5f0f\u4f86\u51f8\u986f\u6578\u64da\u4e2d\u96b1\u85cf\u8a0a\u606f\u4ee5\u5229\u5f8c\u7e8c\u7684\u6578\u64da\u5206\u6790\uff0c\u627e\u51fa\u7b54\u6848\u3002\u4f8b\u5982\uff0c\u7531\u65bc\u5168\u7403\u7528\u6236\u8655\u65bc\u4e0d\u540c\u7684\u6642\u5340\uff0c\u7cfb\u7d71\u6536\u96c6\u5230\u7684\u6309\u8b9a\u6642\u9593\u6233\u8a18\u53ef\u80fd\u7121\u6cd5\u76f4\u63a5\u63d0\u4f9b\u6709\u7528\u7684\u6642\u9593\u8a0a\u606f\uff08\u56e0\u70ba\u6642\u9593\u6233\u901a\u5e38\u662f\u8a18\u9304\u7576\u4e0b\u4e16\u754c\u6a19\u6e96\u6642\u9593\u7684\u6578\u503c\uff09\u3002\u6211\u5011\u53ef\u4ee5\u8003\u616e\u4e0d\u76f4\u63a5\u4f7f\u7528\u7cfb\u7d71\u6240\u6536\u96c6\u5230\u7684\u6642\u9593\u6578\u64da\uff0c\u800c\u662f\u4f9d\u64da\u7528\u6236\u6240\u5728\u7684\u6642\u5340\uff0c\u5c07\u6642\u9593\u6233\u8a18\u8f49\u63db\u70ba\u6a19\u7c64\uff08\u4f8b\u5982\u4e0a\u5348\u3001\u4e0b\u5348\u3001\u508d\u665a\u548c\u591c\u665a\uff09\u4f86\u6a19\u6e96\u5316\u6642\u9593\u8cc7\u8a0a\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5168\u7403\u4e00\u4e9b\u7f55\u898b\u4e8b\u4ef6\u53ef\u80fd\u6703\u5f15\u8d77\u300c\u6309\u8b9a\u300d\u6578\u91cf\u7a81\u7136\u5927\u91cf\u589e\u52a0\uff08\u4f8b\u5982\uff0c\u6cf0\u52d2\u7d72 (Taylor Swift) \u7a81\u7136\u5728IG\u4e0a\u5ba3\u5e03\u767c\u5e03\u65b0\u6b4c\uff09\uff0c\u9019\u4e9b\u4e8b\u4ef6\u4e26\u4e0d\u4ee3\u8868\u5e73\u65e5\u5178\u578b\u7684\u7528\u6236\u884c\u70ba\uff0c\u6b64\u6642\u6211\u5011\u5c31\u5fc5\u9808\u4ed4\u7d30\u8a55\u4f30\u5982\u4f55\u8655\u7406\u9019\u500b\u6578\u64da\uff0c\u601d\u8003\u662f\u5426\u8981\u4fdd\u5b58\u9019\u4e9b\u6578\u64da\uff1a\u9019\u4e9b\u4e0d\u5c0b\u5e38\u7684\u6578\u64da\u5c0d\u5f8c\u7e8c\u5206\u6790\u6703\u6709\u4ec0\u9ebc\u5f71\u97ff\uff1f\u4fdd\u5b58\u9019\u4e9b\u6578\u64da\u662f\u5426\u80fd\u5920\u5e6b\u52a9\u56de\u7b54\u6211\u5011\u6700\u521d\u7684\u5546\u696d\u554f\u984c\uff1f<\/p>\n<p>\u7576\u7136\uff0c\u5404\u7a2e\u6578\u64da\u4e2d\u7684\u932f\u8aa4\u4e5f\u9700\u8981\u8cbb\u5fc3\u8655\u7406\uff0c\u4f8b\u5982\u6709\u4e9b\u7528\u6236\u6309\u8b9a\u5f8c\u537b\u7acb\u523b\u53d6\u6d88\u6309\u8b9a\uff0c\u6211\u5011\u8981\u8b39\u614e\u601d\u8003\u5982\u4f55\u8655\u7406\u9019\u4e9b\u300c\u610f\u5916\u300d\u6309\u8b9a\u7684\u6578\u64da\u3002\u5728\u6578\u64da\u6e05\u7406\u904e\u7a0b\u4e2d\uff0c\u9084\u61c9\u8a72\u8fa8\u5225\u3001\u6539\u6b63\u6578\u64da\u6536\u96c6\u904e\u7a0b\u4e2d\u7684\u932f\u8aa4\uff0c\u4f8b\u5982\u6578\u64da\u6536\u96c6\u7cfb\u7d71\u53ef\u80fd\u8aa4\u5c07\u300c\u5206\u4eab\u300d\u8a18\u9304\u70ba\u300c\u6309\u8b9a\u300d\u3002<\/p>\n<p>\u7e3d\u4e4b\uff0c\u6211\u5011\u5fc5\u9808\u901a\u904e\u6578\u64da\u8655\u7406\u4f86\u78ba\u4fdd\u6578\u64da\u6a23\u672c\u7684\u6b63\u78ba\u6027\uff1a\u6578\u64da\u4e0d\u50c5\u8981\u6709\u6211\u5011\u9700\u8981\u7684\u8cc7\u8a0a\uff0c\u9084\u8981\u80fd\u5920\u6b63\u78ba\u53cd\u6620\u6240\u6709\u7528\u6236\uff08\u6bcd\u9ad4\uff09\u7684\u884c\u70ba\u7279\u5fb5\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>3.\u5206\u6790\u6578\u64da<\/strong><\/span><\/h6>\n<p>\u6578\u64da\u5206\u6790\u901a\u5e38\u59cb\u65bc\u300c\u63a2\u7d22\u6027\u6578\u64da\u5206\u6790\u300d\uff0c\u4e5f\u5c31\u662f\u63a2\u7d22\u6578\u64da\u4ee5\u77ad\u89e3\u6578\u64da\u54c1\u8cea\u3001\u6578\u91cf\u548c\u7279\u5fb5\u3002\u9019\u500b\u904e\u7a0b\u4f7f\u6211\u5011\u80fd\u5920\u7406\u89e3\u6578\u64da\u7684\u57fa\u672c\u8a0a\u606f\uff0c\u63ed\u793a\u91cd\u8981\u7684\u8da8\u52e2\u548c\u898f\u5f8b\u6027\u3002\u63a2\u7d22\u6027\u6578\u64da\u5206\u6790\u7684\u7d50\u679c\u4fbf\u53ef\u4ee5\u7528\u4f86\u5f15\u5c0e\u5f8c\u7e8c\u7684\u6b65\u9a5f\u548c\u66f4\u6df1\u5165\u7684\u5206\u6790\uff0c\u751a\u81f3\u6709\u6642\u5019\uff0c\u9019\u4e9b\u7d50\u8ad6\u5c31\u8db3\u4ee5\u56de\u7b54\u6211\u5011\u60f3\u8981\u63a2\u8a0e\u7684\u554f\u984c\u3002<\/p>\n<p>\u518d\u6b21\u4f7f\u7528IG\u70ba\u4f8b\uff0c\u6211\u5011\u53ef\u80fd\u60f3\u8981\u77ad\u89e3\u6578\u64da\u4e2d\u6709\u591a\u5c11\u6d3b\u8e8d\u7684\u7528\u6236\uff0c\u4ee5\u53ca\u5728\u7279\u5b9a\u6642\u9593\u5167\u4ed6\u5011\u7684\u5e73\u5747\u6309\u8b9a\u6b21\u6578\u3002\u5982\u679c\u9700\u8981\u9032\u4e00\u6b65\u7684\u63a2\u7d22\u5206\u6790\uff0c\u6211\u5011\u4fbf\u53ef\u4ee5\u6839\u64da\u7528\u6236\u7684\u5c45\u4f4f\u570b\u5bb6\u3001\u5e74\u9f61\u548c\u4f7f\u7528\u5e73\u81fa\u7684\u6642\u9593\u4f86\u77ad\u89e3\u6d3b\u8e8d\u7528\u6236\u6578\u548c\u5e73\u5747\u6309\u8b9a\u6578\u7684\u5206\u5e03\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u6211\u5011\u6216\u8a31\u9084\u60f3\u8981\u6df1\u5165\u5206\u6790\u6bcf\u500b\u5167\u5bb9\u4e3b\u984c\u7684\u300c\u6309\u8b9a\u300d\u6578\u91cf\uff0c\u6216\u52d5\u614b\u6d88\u606f\u6392\u5e8f\u4f4d\u7f6e\u7684\u300c\u6309\u8b9a\u300d\u6578\u91cf\u5dee\u7570\u3002\u5728\u9019\u500b\u968e\u6bb5\uff0c\u6211\u5011\u6703\u501f\u52a9\u7c21\u55ae\u7d71\u8a08\u5206\u6790\u4f86\u5e6b\u52a9\u6211\u5011\u77ad\u89e3\u6578\u64da\u4e2d\u7684\u8a0a\u606f\u3002\u4f8b\u5982\uff0c\u6211\u5011\u53ef\u4ee5\u4f7f\u7528\u7d71\u8a08\u4f86\u77ad\u89e3\uff0c\u5728\u6587\u7ae0\u4e3b\u984c\u8207\u6587\u7ae0\u6392\u5e8f\u5169\u8005\u4e4b\u9593\uff0c\u54ea\u4e00\u500b\u66f4\u5bb9\u6613\u5f71\u97ff\u4f7f\u7528\u8005\u6309\u8b9a\u7684\u610f\u9858\u3002<\/p>\n<p>\u5b8c\u6210\u63a2\u7d22\u6027\u6578\u64da\u5206\u6790\u5f8c\uff0c\u4e0b\u4e00\u6b65\u5247\u662f\u61c9\u7528\u5404\u7a2e\u9032\u968e\u7d71\u8a08\u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u6cd5\u4f86\u66f4\u6df1\u5c64\u6b21\u5730\u77ad\u89e3\u6578\u64da\uff0c\u9810\u6e2c\u7d50\u679c\uff0c\u4e26\u6307\u5f15\u6700\u597d\u7684\u5be6\u8e10\u7b56\u7565\u3002\u4f7f\u7528\u524d\u8ff0\u7684IG\u4f8b\u5b50\uff0c\u6839\u64da\u63a2\u7d22\u6027\u5206\u6790\u7684\u7d50\u679c\uff0c\u6211\u5011\u53ef\u80fd\u53ef\u4ee5\u5efa\u7acb\u4e00\u500b\u6a21\u578b\u4f86\u9810\u6e2c\u6bcf\u7bc7\u6587\u7ae0\u88ab\u7528\u6236\u6309\u8b9a\u7684\u6a5f\u7387\uff0c\u8a72\u6a21\u578b\u53ef\u4ee5\u5b78\u7fd2\u5404\u7a2e\u6587\u7ae0\u7684\u7279\u5fb5\u4f86\u77ad\u89e3\u7528\u6236\u7684\u6309\u8b9a\u884c\u70ba\u6a21\u5f0f\u3002\u6587\u7ae0\u7279\u5fb5\u53ef\u80fd\u5305\u62ec\u5167\u5bb9\u4e3b\u984c\u3001\u6587\u7ae0\u5728\u7528\u6236\u52d5\u614b\u6d88\u606f\u4e2d\u7684\u9806\u5e8f\u3001\u7528\u6236\u7684\u5e74\u9f61\u548c\u6587\u7ae0\u5728\u52d5\u614b\u6d88\u606f\u51fa\u73fe\u7684\u6642\u9593\u7b49\u3002\u5982\u679c\u80fd\u6210\u529f\u5efa\u7acb\u4e00\u500b\u6a21\u578b\u4f86\u9810\u6e2c\u6587\u7ae0\u7372\u5f97\u300c\u8b9a\u300d\u7684\u6a5f\u7387\uff0c\u6211\u5011\u5c31\u80fd\u5920\u7528\u9019\u500b\u6a21\u578b\u6709\u6548\u5730\u5224\u65b7\u8981\u5728\u4ec0\u9ebc\u6642\u9593\u65bc\u7528\u6236\u52d5\u614b\u6d88\u606f\u7684\u7279\u5b9a\u4f4d\u7f6e\u767c\u5e03\u6587\u7ae0\uff0c\u624d\u80fd\u7372\u5f97\u6700\u9ad8\u7684\u6309\u8b9a\u7387\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>4.\u6578\u64da\u8996\u89ba\u5316\u548c\u5224\u8b80<\/strong><\/span><\/h6>\n<p>\u5728\u57f7\u884c\u4e0a\u8ff0\u7684\u6578\u64da\u79d1\u5b78\u6b65\u9a5f\u4e4b\u5f8c\uff0c\u6211\u5011\u9700\u8981\u5c07\u7d50\u679c\u6574\u5408\u8d77\u4f86\uff0c\u69cb\u5efa\u4e00\u500b\u9023\u8cab\u7684\u6578\u64da\u6545\u4e8b\u6216\u300c\u6578\u64da\u7522\u54c1\u300d\u3002\u6709\u4e86\u9019\u500b\u6545\u4e8b\uff0c\u6211\u5011\u624d\u80fd\u6709\u6548\u5730\u50b3\u9054\u6578\u64da\u5206\u6790\u4e2d\u610f\u5916\u7684\u767c\u73fe\uff0c\u5206\u4eab\u9810\u6e2c\u7d50\u679c\uff0c\u4e26\u6839\u64da\u5206\u6790\u7d50\u679c\u9032\u884c\u6c7a\u7b56\uff0c\u589e\u9032\u6211\u5011\u5c0d\u4e16\u754c\u7684\u8a8d\u8b58\u3002\u9019\u7a2e\u6574\u5408\u7684\u6578\u64da\u6545\u4e8b\u4e5f\u78ba\u4fdd\u4e86\u5f9e\u6578\u64da\u5206\u6790\u4e2d\u6240\u7372\u5f97\u7684\u5bf6\u8cb4\u8cc7\u8a0a\u80fd\u5920\u6709\u6548\u5730\u50b3\u9054\uff0c\u4e26\u88ab\u61c9\u7528\u65bc\u5546\u696d\u4e0a\u6216\u7814\u7a76\u4e0a\u7684\u6539\u5584\u548c\u6c7a\u7b56\u3002<\/p>\n<p>\u5728\u67b6\u69cb\u6578\u64da\u6545\u4e8b\u7684\u904e\u7a0b\u4e2d\uff0c\u6211\u5011\u5e38\u4f7f\u7528\u5716\u5f62\u6216\u5716\u8868\u4f86\u8996\u89ba\u5316\u6578\u64da\u5206\u6790\u7684\u7d50\u8ad6\u3002\u5716\u8868\u548c\u5716\u5f62\u7b49\u5404\u7a2e\u8996\u89ba\u5316\u8cc7\u8a0a\u80fd\u5448\u73fe\u51fa\u4e00\u4e9b\u6587\u5b57\u7121\u6cd5\u6e05\u695a\u50b3\u9054\u7684\u8a0a\u606f\uff0c\u7528\u4ee5\u8f14\u4f50\u6587\u5b57\u7684\u6558\u8ff0\uff0c\u9032\u800c\u67b6\u69cb\u51fa\u4e00\u500b\u66f4\u5b8c\u6574\u7684\u6545\u4e8b\uff0c\u80fd\u5920\u6709\u6548\u56de\u7b54\u6700\u521d\u7684\u5546\u696d\u6216\u7814\u7a76\u554f\u984c\u3002\u7136\u800c\uff0c\u8cc7\u6599\u8996\u89ba\u5316\u7684\u904e\u7a0b\u8981\u4fdd\u6301\u900f\u660e\uff0c\u907f\u514d\u4efb\u4f55\u8aa4\u5c0e\u6027\u7684\u4f5c\u5716\u548c\u64cd\u4f5c\uff0c\u4e26\u78ba\u4fdd\u5716\u8868\u6240\u50b3\u9054\u7684\u8a0a\u606f\u548c\u6587\u5b57\u7684\u5167\u5bb9\u4e92\u76f8\u8f14\u52a9\u4e26\u8b1b\u8ff0\u540c\u4e00\u500b\u6545\u4e8b\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u6211\u5011\u5206\u6790IG\u7528\u6236\u7684\u6578\u64da\u53ef\u80fd\u767c\u73fe\uff0c\u96d6\u7136\u4e0d\u540c\u4eba\u53e3\u7d71\u8a08\u7279\u5fb5\u7684\u7528\u6236\uff08\u4f8b\u5982\u4e0d\u540c\u5e74\u9f61\u5c64\u7684\u7528\u6236\uff09\u7684\u6309\u8b9a\u884c\u70ba\u6709\u6240\u4e0d\u540c\uff0c\u4e0d\u904e\u4ed6\u5011\u5927\u81f4\u4e0a\u90fd\u662f\u65bc\u6240\u5728\u6642\u5340\u7684\u665a\u4e0a\u6309\u8b9a\uff1b\u6211\u5011\u4e5f\u53ef\u80fd\u767c\u73fe\uff0c\u4e0d\u7ba1\u6587\u7ae0\u5167\u5bb9\u70ba\u4f55\uff0c\u5927\u90e8\u5206\u7528\u6236\u5747\u50be\u5411\u6309\u8b9a\u6392\u5e8f\u8f03\u524d\u9762\u7684\u5e7e\u7bc7\u6587\u7ae0\u3002\u6b64\u5916\uff0c\u6211\u5011\u5efa\u69cb\u7684\u6a21\u578b\u9084\u80fd\u9810\u6e2c\u6bcf\u500b\u7528\u6236\u5c0d\u6bcf\u7bc7\u6587\u7ae0\u300c\u6309\u8b9a\u300d\u7684\u6a5f\u7387\u3002\u7d50\u5408\u6240\u89c0\u5bdf\u5230\u7684\u8da8\u52e2\u548c\u5efa\u6a21\u7d50\u679c\uff0c\u6211\u5011\u4fbf\u80fd\u5920\u77ad\u89e3\u5982\u4f55\u62ff\u634f\u6700\u4f73\u6642\u9593\u548c\u5e73\u81fa\u4f4d\u7f6e\u4f86\u63a8\u5ee3\u9ad8\u6309\u8b9a\u7387\u7684\u6587\u7ae0\uff0c\u56e0\u6b64\u5c0d\u589e\u52a0\u6574\u9ad4IG\u4f7f\u7528\u5ea6\u6703\u66f4\u6709\u628a\u63e1\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u7e3d\u3000\u7d50<\/strong><\/span><\/h6>\n<p>\u7e3d\u7d50\u4f86\u8aaa\uff0c\u6578\u64da\u79d1\u5b78\u53ef\u4ee5\u8aaa\u662f\u5404\u884c\u5404\u696d\u5236\u5b9a\u6c7a\u7b56\u7684\u50ac\u5316\u5291\uff0c\u5e6b\u52a9\u6211\u5011\u8df3\u812b\u5149\u6191\u76f4\u89ba\u731c\u60f3\uff0c\u63d0\u4f9b\u79d1\u5b78\u8b49\u64da\u4f86\u8f14\u4f50\u6c7a\u7b56\u904e\u7a0b\u3002\u4e0b\u6b21\u7576\u4f60\u5728\u6ed1\u624b\u6a5f\u7684\u6642\u5019\uff0c\u53ef\u4ee5\u60f3\u4e00\u60f3\u5e55\u5f8c\u6578\u64da\u79d1\u5b78\u7684\u904b\u4f5c\u904e\u7a0b\u662f\u5982\u4f55\u6c7a\u5b9a\u3001\u5f71\u97ff\u4f60\u4f7f\u7528\u793e\u4ea4\u5e73\u81fa\u7684\u7d93\u9a57\u3002\u4e0d\u8ad6\u662f\u6587\u7ae0\u7684\u6392\u5217\u9806\u5e8f\uff0c\u9084\u662f\u7279\u5b9a\u5ee3\u544a\u7684\u5448\u73fe\u4ee5\u53ca\u6d41\u884c\u5167\u5bb9\u7684\u51fa\u73fe\u90fd\u4e0d\u662f\u5076\u7136\uff0c\u800c\u662f\u6839\u64da\u6578\u64da\u79d1\u5b78\u7cbe\u5fc3\u8a2d\u8a08\u7684\u7d50\u679c\uff01<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC8274472\/#Sec8\" target=\"_blank\" rel=\"noopener\">Sarker IH. Data Science and Analytics: An Overview from Data-Driven Smart Computing, Decision-Making and Applications Perspective. SN Comput Sci. 2021;2(5):377. doi: 10.1007\/s42979-021-00765-8. Epub 2021 Jul 12. PMID: 34278328; PMCID: PMC8274472.<\/a><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>\u2728\u5ef6\u4f38\u95b1\u8b80\uff1a\u82e5\u60f3\u95b1\u8b80\u82f1\u6587\u7248\uff0c\u8acb\u53c3\u898b \"<a href=\"https:\/\/case.ntu.edu.tw\/blog\/?p=43964\" target=\"_blank\" rel=\"noopener\"><em>The secret behind Big Data-Data Science<\/em><\/a>\"<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><strong>\u2764\ufe0f\u7de8\u8f2f\u7684\u8a71<\/strong><\/p>\n<p>\u975e\u5e38\u958b\u5fc3\u80fd\u9080\u8acb\u5230\u8cc7\u6599\u79d1\u5b78\u5bb6\u738b\u7d39\u82b3\u535a\u58eb\u52a0\u5165CASE\u5831\u79d1\u5b78\u7684\u884c\u5217\uff01\u5728\u7f8e\u5de5\u4f5c\u7684\u738b\u535a\u58eb\u9664\u4e86\u8cc7\u6599\u79d1\u5b78\u5bb6\u7684\u8eab\u5206\u5916\uff0c\u904e\u53bb\u4e5f\u66fe\u6295\u5165\u5728\u8a8d\u77e5\u795e\u7d93\u79d1\u5b78\u7684\u7814\u7a76\u9577\u90549\u5e74\u3002\u672c\u6b21\u738b\u535a\u58eb\u5c07\u5229\u7528\u5169\u7bc7\u6587\u7ae0\uff0c\u4ecb\u7d39\u5982\u4eca\u7db2\u8def\u4e16\u4ee3\u7684\u986f\u5b78\u2014\u2014\u300c\u6578\u64da\u79d1\u5b78\u300d\u7a76\u7adf\u662f\u4ec0\u9ebc\uff1f\u5982\u4f55\u7814\u7a76\uff1f\u4ee5\u53ca\u600e\u9ebc\u4f7f\u7528\uff1f\u7279\u5225\u7684\u662f\uff0c\u9019\u5169\u7bc7\u6587\u7ae0\u5747\u6703\u540c\u6642\u4e0a\u67b6\u4e2d\u82f1\u6587\u5169\u500b\u7248\u672c\uff0c\u5982\u679c\u60f3\u8981\u7df4\u7fd2\u95b1\u8b80\u96d9\u8a9e\u6587\u7ae0\uff0c\u6b61\u8fce\u79fb\u6b65\u67e5\u770b\uff01\u7d55\u5c0d\u8b93\u60a8\u6536\u7a6b\u6eff\u6eff\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7576\u4f60\u5728\u6ed1\u624b\u6a5f\u3001\u6309\u8b9a\u6897\u5716\u3001\u5206\u4eab\u641e\u7b11\u5f71\u7247\u6642\uff0c\u662f\u5426\u66fe\u60f3\u904e\u9019\u4e9b\u52d5\u614b\u6d88\u606f\u7684\u6587\u7ae0\u9806\u5e8f\u662f\u5982\u4f55\u6c7a\u5b9a\u7684\uff1f\u793e\u7fa4\u5a92\u9ad4\u516c\u53f8\u8981\u900f\u904e\u600e\u9ebc\u6a23\u7684\u884c\u92b7\u5167\u5bb9\u4f86\u5438\u5f15\u4f7f\u7528\u8005\uff1f\u00a0\u00a0\u00a0\u00a0 \u7db2\u8def\u5f71\u7247\u7206\u7d05\u7684\u7955\u65b9\u662f\u4ec0\u9ebc\uff1f\u9019\u4e9b\u554f\u984c\u7684\u95dc\u9375\u7b54\u6848\uff0c\u662f\u6578\u64da\u79d1\u5b78\u3002\u6578\u64da\u79d1\u5b78\u662f\u4e00\u9580\u7d50\u5408\u6a5f\u5668\u5b78\u7fd2\u3001\u8cc7\u6599\u7d71\u8a08\u8207\u79d1\u5b78\u7814\u7a76\u65b9\u6cd5\uff0c\u4f86\u7406\u89e3\u3001\u5206\u6790\u9f90\u5927\u6578\u64da\u7684\u5b78\u554f\u3002\u5728\u9f90\u5927\u7684\u8cc7\u8a0a\u6d77\u4e2d\uff0c\u6578\u64da\u79d1\u5b78\u80fd\u5920\u5e6b\u52a9\u6211\u5011\u63ed\u958b\u96b1\u542b\u5728\u5176\u4e2d\u7684\u5bf6\u8cb4\u8a0a\u606f\uff0c\u4ee5\u56de\u7b54\u4e0a\u8ff0\u7684\u90a3\u4e9b\u554f\u984c\u3002<\/p>\n","protected":false},"author":20,"featured_media":43966,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293,3005,5120,2977,7052],"tags":[2535,4380,7055],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/04\/\u914d\u5716-scaled.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43969"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=43969"}],"version-history":[{"count":7,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43969\/revisions"}],"predecessor-version":[{"id":43982,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43969\/revisions\/43982"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/43966"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=43969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=43969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=43969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}