{"id":38851,"date":"2019-04-08T00:00:51","date_gmt":"2019-04-07T16:00:51","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=38851"},"modified":"2022-01-04T02:59:49","modified_gmt":"2022-01-03T18:59:49","slug":"%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e9%81%8e%e5%8e%bb%e8%88%87%e6%9c%aa%e4%be%86","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=38851","title":{"rendered":"\u4eba\u5de5\u667a\u6167\u7684\u904e\u53bb\u8207\u672a\u4f86"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/04\/steampunk-3006650_1920.jpg\" alt=\"\u4eba\u5de5\u667a\u6167\u7684\u904e\u53bb\u8207\u672a\u4f86\" width=\"500\" height=\"333\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u7de8\u8b6f\uff0f\u6797\u91c7\u8431<\/strong><\/p>\n<div id=\"attachment_81311\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-81311\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/04\/aihistory-1.png\" alt=\"\" width=\"636\" height=\"415\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e00\u3001arXiv\u81ea1993\u5e74\u4ee5\u4f86\u6240\u6536\u9304\u6b77\u5e74\u8207AI\u76f8\u95dc\u7684\u8ad6\u6587\u6578\u91cf\u3002\uff08\u4f86\u6e90\uff1aK. Hao, 2019.\uff09<\/p>\n<\/div>\n<p>\u7531\u5716\u4e00\u53ef\u5f97\u77e5\uff0c\u4eba\u5de5\u667a\u6167\u7684\u8208\u76db\u4e0d\u904e\u8fd1\u4e8c\u5341\u5e74\u9593\u7684\u4e8b\uff0c\u5118\u7ba1\u6c92\u6709\u4ec0\u9ebc\u5283\u6642\u4ee3\u7684\u65b0\u6982\u5ff5\uff0c\u4e0d\u904e\u8981\u9054\u6210\u5be6\u8cea\u610f\u7fa9\u4e0a\u7684\u300c\u667a\u6167\u300d\uff0c\u537b\u9700\u8981\u8a31\u591a\u5b78\u79d1\u8207\u6280\u8853\u7684\u7d50\u5408\u3002\u5c31\u95dc\u9375\u5b57\u5206\u6790\u7684\u7d50\u679c\u770b\u4f86\uff0c\u4eba\u5de5\u667a\u6167\u4e00\u8def\u8d70\u4f86\uff0c\u5171\u6b77\u7d93\u4e09\u6ce2\u4e3b\u8981\u8f49\u6298\u3002<\/p>\n<p><strong>\u5343\u79a7\u5e74\uff1a\u6a5f\u5668\u5b78\u7fd2\u8208\u8d77<\/strong><\/p>\n<p>21\u4e16\u7d00\u524d\u5f8c\uff0c AI\u767c\u5c55\u51fa\u73fe\u4e86\u91cd\u5927\u8b8a\u9769\u3002\u8207\u5c08\u5bb6\u7cfb\u7d71\uff08expert systems\uff09\u6709\u95dc\u7684\u71b1\u9580\u95dc\u9375\u5b57\uff0c\u5982\u300c\u908f\u8f2f\u300d\uff08logic\uff09\u3001\u300c\u9650\u5236\u300d\uff08constraint\uff09\u8207\u300c\u898f\u5247\u300d\uff08rule\uff09\u7b49\uff0c\u51fa\u73fe\u983b\u7387\u964d\u4f4e\uff0c\u9010\u6f38\u7531\u300c\u6578\u64da\u300d\uff08data\uff09\u3001\u300c\u7db2\u7d61\u300d\uff08network\uff09\u6216\u300c\u6027\u80fd\u300d\uff08performance\uff09\u7b49\u53d6\u4ee3\uff0c\u986f\u793aAI\u7684\u8a2d\u8a08\u7406\u5ff5\uff0c\u7531\u904e\u5f80\u4ee5\u5efa\u7acb\u898f\u5247\u8207\u7cfb\u7d71\u77e5\u8b58\uff08knowledge-based systems\uff09\u70ba\u4e3b\uff0c\u904e\u6e21\u5230\u6a5f\u5668\u5b78\u7fd2\u3002<\/p>\n<div id=\"attachment_81312\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-81312\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/04\/aihistory-2.png\" alt=\"\" width=\"600\" height=\"550\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e8c\u3001\u5f9e\u95dc\u9375\u5b57\u71b1\u5ea6\u8b8a\u5316\uff0c\u53ef\u770b\u51fa\u6a5f\u5668\u5b78\u7fd2\u9010\u6f38\u53d6\u4ee3\u77e5\u8b58\u5eab\u7cfb\u7d71\u7684\u8da8\u52e2\u3002\uff08\u4f86\u6e90\uff1aK. Hao, 2019.\uff09<\/p>\n<\/div>\n<div id=\"attachment_81313\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81313\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/04\/aihistory-3.png\" alt=\"\" width=\"600\" height=\"378\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e09\u3001\u95dc\u9375\u5b57\u71b1\u5ea6\u8b8a\u5316\u3002\uff08\u4f86\u6e90\uff1aK. Hao, 2019.\uff09<\/p>\n<\/div>\n<p>1980\u5e74\u4ee3\u7684AI\u958b\u767c\u7406\u5ff5\uff0c\u662f\u5c07\u6240\u77e5\u7684\u77e5\u8b58\u5f59\u6574\u4e26\u5132\u5b58\u65bc\u96fb\u8166\u3001\u91cd\u73fe\u6211\u5011\u666e\u904d\u64c1\u6709\u7684\u611f\u5b98\u80fd\u529b\uff0c\u4e26\u5354\u52a9\u4eba\u985e\u89e3\u6c7a\u554f\u984c\u3002\u7136\u800c\uff0c\u5f88\u5feb\u5730\uff0c\u61f7\u62b1\u8457\u9060\u5927\u5922\u60f3\u7684\u7814\u7a76\u4eba\u54e1\u610f\u8b58\u5230\u4e00\u500b\u5f88\u5927\u7684\u554f\u984c\uff1a\u4e00\u81fa\u9019\u6a23\u7684AI\u7cfb\u7d71\uff0c\u82e5\u8981\u80fd\u6b63\u5e38\u904b\u4f5c\uff0c\u9700\u8981\u4eba\u5de5\u7de8\u5beb\u7684\u898f\u5247\u4e4b\u591a\uff0c\u958b\u767c\u6210\u672c\u9060\u9ad8\u65bc\u6210\u679c\u6548\u76ca\u3002\u76f4\u523021\u4e16\u7d00\u5f8c\uff0c\u96fb\u8166\u7684\u5132\u5b58\u8207\u904b\u7b97\u80fd\u529b\u7372\u5f97\u7a81\u7834\u6027\u7684\u767c\u5c55\uff0c\u300c\u6a5f\u5668\u5b78\u7fd2\u300d\u4e0d\u518d\u662f\u4e0d\u5207\u5be6\u969b\u7684\u7a7a\u60f3\uff0c\u4eba\u5011\u4e5f\u4e0d\u518d\u9700\u8981\u624b\u52d5\u5c07\u6210\u5343\u4e0a\u842c\u7684\u898f\u5247\u7de8\u78bc\uff0c\u8f49\u800c\u8b93\u6a5f\u5668\u81ea\u5df1\u7531\u5927\u91cf\u6578\u64da\u4e2d\u5c0b\u627e\u898f\u5247\uff0c\u5960\u5b9a\u4e86\u4eca\u5f8cAI\u7684\u767c\u5c55\u65b9\u5411\u3002<\/p>\n<p><strong>2010\uff1a\u795e\u7d93\u7db2\u7d61\u7684\u666e\u53ca<\/strong><\/p>\n<p>\u5728\u300c\u6a5f\u5668\u5b78\u7fd2\u300d\u5960\u5b9a\u4e86\u4e3b\u5c0e\u5730\u4f4d\u5f8c\uff0c\u5404\u5927\u6d41\u6d3e\u8207\u65b9\u6cd5\u5e73\u884c\u767c\u5c55\u3001\u767e\u5bb6\u722d\u9cf4\uff0c\u9664\u4e86\u795e\u7d93\u7db2\u7d61\uff08\u6df1\u5ea6\u5b78\u7fd2\u7684\u6838\u5fc3\u6a5f\u5236\uff09\u5916\uff0c\u8c9d\u6c0f\u7db2\u7d61\uff08Bayesian networks\uff09\u3001\u652f\u6301\u5411\u91cf\u6a5f\uff08support vector machines\uff09\u548c\u6f14\u5316\u6f14\u7b97\u6cd5\uff08evolutionary algorithms\uff09\uff0c\u5f7c\u6b64\u5404\u6709\u6d88\u9577\uff0c\u4e5f\u90fd\u6709\u5404\u81ea\u7684\u64c1\u8b77\u8005\u3002<\/p>\n<div id=\"attachment_81314\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81314\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/04\/aihistory-4.png\" alt=\"\" width=\"640\" height=\"414\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u56db\u3001\u8ad6\u6587\u63d0\u5230\u4e0d\u540c\u6a5f\u5668\u5b78\u7fd2\u65b9\u6cd5\u7684\u6bd4\u4f8b\u8b8a\u5316\u3002\uff08\u4f86\u6e90\uff1aK. Hao, 2019.\uff09<\/p>\n<\/div>\n<p>\u76f4\u52302012\u5e74\uff0c Geoffrey Hinton\u6240\u7387\u9818\u7684\u591a\u502b\u591a\u5927\u5b78\u7814\u7a76\u5718\u968a\u57fa\u65bc\u904e\u5f80\u7814\u7a76\u6240\u5efa\u7acb\u7684\u6a21\u578b\uff0c\u7d50\u5408\u5305\u542b\u53cd\u5411\u50b3\u64ad\u7b97\u6cd5\u8207\u591a\u5c64\u795e\u7d93\u7db2\u7d61\u6280\u8853\uff0c\u767c\u5c55\u51fa\u300c\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u300d\uff08Convolutional Neural Network\uff0cCNN\uff09\uff1b\u4e26\u4ee5\u6b64\u5728\u4e00\u5e74\u4e00\u5ea6\u7684\u96fb\u8166\u8996\u89ba\u7af6\u8cfdImageNet\u4e2d\uff0c\u4ee5\u9ad8\u65bc\u5176\u4ed6\u5718\u968a10\u500b\u767e\u5206\u9ede\u7684\u5716\u50cf\u8b58\u5225\u6e96\u78ba\u7387\uff0c\u5927\u7372\u5168\u52dd\u3002\u8a72\u6b21\u52dd\u5229\u7684\u5916\u6ea2\u6548\u679c\uff0c\u5f15\u7206\u4e86\u300c\u6df1\u5ea6\u5b78\u7fd2\u300d\u6301\u7e8c\u81f3\u4eca\u64f4\u53ca\u5176\u4ed6AI\u9818\u57df\u7684\u7814\u7a76\u71b1\u6f6e\u3002<\/p>\n<p><strong>2015\uff1a\u5f37\u5316\u5b78\u7fd2\u6f38\u9818\u98a8\u9a37<\/strong><\/p>\n<p>\u6a5f\u5668\u5b78\u7fd2\u5927\u81f4\u53ef\u4ee5\u5340\u5206\u70ba\u4e09\u7a2e\uff1a\u76e3\u7763\u5f0f\u5b78\u7fd2\uff08supervised learning\uff09\u3001\u7121\u76e3\u7763\u5f0f\u5b78\u7fd2\uff08unsupervised learning\uff09\u8207\u5f37\u5316\u5b78\u7fd2\uff08reinforcement learning\uff09\u3002\u76e3\u7763\u5b78\u7fd2\u7531\u4eba\u985e\u63d0\u4f9b\u6b63\u78ba\u7b54\u6848\u8f14\u5c0e\u6a5f\u5668\u5b78\u7fd2\uff0c\u4e5f\u662f\u76ee\u524d\u6700\u5e38\u4f7f\u7528\u7684\u65b9\u6cd5\u3002\u7136\u800c\uff0c\u4f9d\u64da\u95dc\u9375\u5b57\u5206\u6790\u7684\u7d50\u679c\uff0c\u4eba\u5de5\u667a\u6167\u6216\u8a31\u6b63\u7d93\u6b77\u7b2c\u4e09\u6b21\u8f49\u8b8a\uff0c\u5c24\u5176AlphaGo\u64ca\u6557\u4eba\u985e\u4e16\u754c\u570d\u68cb\u51a0\u8ecd\u5f8c\uff0c\u7d50\u5408\u734e\u61f2\u6a5f\u5236\u7684\u300c\u5f37\u5316\u5b78\u7fd2\u300d\u958b\u59cb\u6210\u70ba\u773e\u4eba\u7684\u7126\u9ede\u3002<\/p>\n<div id=\"attachment_81315\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-81315\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/04\/aihistory-5.png\" alt=\"\" width=\"630\" height=\"426\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e94\u3001\u300c\u6a5f\u5668\u5b78\u7fd2\u300d\u4ee5\u53ca\u300c\u5f37\u5316\u5b78\u7fd2\u300d\u5728\u8ad6\u6587\u4e2d\u88ab\u63d0\u53ca\u7684\u6bd4\u4f8b\u3002\uff08\u4f86\u6e90\uff1aK. Hao, 2019.\uff09<\/p>\n<\/div>\n<p><strong>\u4e0b\u4e00\u500b\u5341\u5e74<\/strong><\/p>\n<p>\u96a8\u8457\u5305\u542b\u300c\u9ed1\u76d2\u5b50\u554f\u984c\u300d\uff08Black Box Problem\uff09\u3001\u96e3\u4ee5\u61c9\u4ed8\u73fe\u5be6\u4e16\u754c\u7684\u77ac\u606f\u842c\u8b8a\u3001\u7121\u6cd5\u5206\u8fa8\u56e0\u679c\u95dc\u4fc2\u3001\u6613\u53d7\u8cc7\u6599\u54c1\u8cea\u8207\u6578\u91cf\u5f71\u97ff\u7b49\u5e38\u70ba\u4eba\u8a6c\u75c5\u7684\u554f\u984c\u9010\u6f38\u6d6e\u73fe\uff0c\u5b78\u8005\u958b\u59cb\u5c0d\u300c\u6a5f\u5668\u5b78\u7fd2\u300d\uff0c\u5c24\u5176\u300c\u6df1\u5ea6\u5b78\u7fd2\u300d\u8868\u9054\u8cea\u7591\uff0c\u5373\u4f7f\u6709\u300c\u6df1\u5ea6\u5b78\u7fd2\u4e4b\u7236\u300d\u4e4b\u7a31\u7684Hinton\uff0c\u4e5f\u4e0d\u8af1\u8a00\u6df1\u5ea6\u5b78\u7fd2\u5df2\u7136\u906d\u9047\u958b\u767c\u74f6\u9838\u3002<\/p>\n<p>\u7531\u95dc\u9375\u5b57\u8b8a\u5316\u7d9c\u89c0\u904e\u53bb25\u5e74\u7684AI\u7814\u7a76\uff0c\u591a\u9805\u6280\u8853\u5176\u5be6\u90fd\u53ef\u8ffd\u6eaf\u81ea1950\u5e74\u4ee3\uff0c\u5948\u4f55\u5341\u5e74\u6cb3\u6771\uff0c\u5341\u5e74\u6cb3\u897f\uff1a\u795e\u7d93\u7db2\u7d61\u66fe\u57281960\u5e74\u4ee3\u6975\u76db\u4e00\u6642\uff0c\u53ef\u662f\u5728\u6df1\u5ea6\u5b78\u7fd2\u91cd\u65b0\u8d0f\u5f97\u773e\u4eba\u7684\u77da\u76ee\u524d\uff0c\u53ea\u80fd\u4f5c\u5782\u6b7b\u6399\u624e\u3002<\/p>\n<p>\u63db\u53e5\u8a71\u8aaa\uff0c\u4e0d\u540c\u7684AI\u8a2d\u8a08\u7406\u5ff5\u8207\u65b9\u6cd5\u4ee5\u6bcf\u5341\u5e74\u70ba\u4e00\u9031\u671f\uff0c\u96a8\u6642\u52e2\u6d88\u9577\u6f14\u66ff\uff1a60\u5e74\u4ee3\u662f\u795e\u7d93\u7db2\u7d61\u300170\u5e74\u4ee3\u70ba\u5404\u7a2e\u8c61\u5fb5\u6027\u65b9\u6cd5\u300180\u5e74\u4ee3\u662f\u77e5\u8b58\u5eab\u7cfb\u7d71\u300190\u5e74\u4ee3\u662f\u8c9d\u6c0f\u7db2\u7d61\u30012000\u5e74\u662f\u6a5f\u5668\u5b78\u7fd2\u7684\u652f\u6301\u5411\u91cf\u6a5f\u30012010\u5e74\u5247\u53c8\u56de\u6b78\u795e\u7d93\u7db2\u7d61\u30022020\uff0c\u4f3c\u4e4e\u662f\u6df1\u5ea6\u5b78\u7fd2\u6642\u4ee3\u7684\u5c3e\u8072\u4e86\u3002<\/p>\n<p>\u4e0b\u500b\u5341\u5e74\u53c8\u6703\u662f\u54ea\u4e00\u6d41\u6d3e\u7368\u9818\u98a8\u9a37\uff1f\u5118\u7ba1\u95dc\u9375\u5b57\u5206\u6790\u6307\u51fa\u300c\u5f37\u5316\u5b78\u7fd2\u300d\u9019\u5339\u9ed1\u99ac\uff0c\u4f46\u73fe\u5be6\u662f\u5426\u771f\u5982\u9810\u671f\uff1f\u4f3c\u4e4e\u4e5f\u53ea\u80fd\u62ed\u76ee\u4ee5\u5f85\u4e86\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n<p>K. Hao, \u201c<a href=\"https:\/\/www.technologyreview.com\/s\/612768\/we-analyzed-16625-papers-to-figure-out-where-ai-is-headed-next\/\">We analyzed 16,625 papers to figure out where AI is headed next\u00a0<\/a>\u201c,\u00a0<em>MIT Technology Review<\/em>, 2019.<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ol>\n<li>H. Wang and B. Raj, \u201c<a href=\"https:\/\/arxiv.org\/abs\/1702.07800\">On the origin of deep learning<\/a>\u00a0\u201c,\u00a0<em>arXiv<\/em>, 2017.<\/li>\n<li>G. Marcus, \u201c<a href=\"https:\/\/arxiv.org\/abs\/1801.00631\">Deep learning: A critical appraisal<\/a>\u00a0\u201c,\u00a0<em>arXiv<\/em>, 2018.<\/li>\n<\/ol>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u300a\u9ebb\u7701\u7406\u5de5\u79d1\u6280\u8a55\u8ad6\u300b\uff08MIT Technology Review\uff09\u5f9e\u958b\u653e\u8ad6\u6587\u8cc7\u6599\u5eab\u300carXiv\u300d\uff08\u97f3\u540carchive\uff09\u4e0b\u8f09\u4e86\u517116,625\u7bc7\u8207AI\u76f8\u95dc\u7684\u7814\u7a76\u8ad6\u6587\uff0c\u7531\u9019\u4e9b\u8ad6\u6587\u7684\u6458\u8981\u4ee5\u53ca\u95dc\u9375\u5b57\uff0c\u5206\u6790AI\u9818\u57df\u7684\u767c\u5c55\u8da8\u52e2\u8207\u8b8a\u5316\u3002\u5118\u7ba1\u50c5\u80fd\u8ffd\u6eaf\u52301993\u5e74\uff08\u4eba\u5de5\u667a\u6167\u7684\u7814\u7a76\u5247\u65bc1940\u300150\u5e74\u4ee3\u4fbf\u5df2\u958b\u59cb\uff09\uff0c\u4f46\u7d9c\u89c0\u5176\u4e2d100\u500b\u6700\u71b1\u9580\u95dc\u9375\u5b57\u7684\u8b8a\u5316\uff0c\u537b\u767c\u73fe\u7576\u4e0b\u7099\u624b\u53ef\u71b1\u7684\u300c\u6df1\u5ea6\u5b78\u7fd2\u300d\u7adf\u5df2\u9010\u6f38\u9000\u71d2\u3002<\/p>\n","protected":false},"author":21,"featured_media":38852,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[6024,6025,1933,6026],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/steampunk-3006650_1920.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38851"}],"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\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=38851"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38851\/revisions"}],"predecessor-version":[{"id":38853,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38851\/revisions\/38853"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/38852"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=38851"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=38851"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=38851"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}