{"id":117,"date":"2024-03-01T21:45:54","date_gmt":"2024-03-01T21:45:54","guid":{"rendered":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/chapter\/ai-speak-how-adaptive-systems-learn-the-learner-part-1\/"},"modified":"2024-08-16T19:49:21","modified_gmt":"2024-08-16T19:49:21","slug":"ai-speak-how-adaptive-systems-learn-the-learner-part-1","status":"publish","type":"chapter","link":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/chapter\/ai-speak-how-adaptive-systems-learn-the-learner-part-1\/","title":{"raw":"AI\u8bf4\uff08AI-Speak\uff09\uff1a\u81ea\u9002\u5e94\u7cfb\u7edf\u5982\u4f55\u4e86\u89e3\u5b66\u4e60\u8005\uff0c\u7b2c1\u90e8\u5206","rendered":"AI\u8bf4\uff08AI-Speak\uff09\uff1a\u81ea\u9002\u5e94\u7cfb\u7edf\u5982\u4f55\u4e86\u89e3\u5b66\u4e60\u8005\uff0c\u7b2c1\u90e8\u5206"},"content":{"raw":"<img class=\"alignleft wp-image-852\" src=\"http:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1.png\" alt=\"\" width=\"375\" height=\"667\" \/>\r\n<p class=\"no-indent\">\u5728\u5ba1\u89c6\u4e00\u4e2a\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u65f6\uff0c\u5f88\u96be\u5224\u65ad\u5b83\u5728\u54ea\u91cc\u8fdb\u884c\u81ea\u9002\u5e94<sup>1<\/sup>\u3002\u5728\u4e0d\u540c\u7684\u7cfb\u7edf\u4e2d\uff0c\u4f7f\u7528\u7684\u6280\u672f\u4ee5\u53ca\u5176\u7528\u9014\u4e5f\u6709\u6240\u53d8\u5316\u3002<\/p>\r\n<p class=\"indent\">\u7136\u800c\uff0c\u6240\u6709\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u90fd\u77e5\u9053\u5b83\u4eec\u5728\u6559\u8c01\uff08\u5173\u4e8e\u5b66\u4e60\u8005\u7684\u77e5\u8bc6\uff09\u3001\u6559\u4ec0\u4e48\uff08\u5173\u4e8e\u9886\u57df\u7684\u77e5\u8bc6\uff09\u4ee5\u53ca\u5982\u4f55\u6559\uff08\u5173\u4e8e\u6559\u5b66\u6cd5\u7684\u77e5\u8bc6\uff09<sup>2<\/sup>\u3002<\/p>\r\n<p class=\"indent\">\u7406\u60f3\u7684\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u4f1a\u4ee5\u591a\u79cd\u65b9\u5f0f\u8fdb\u884c\u81ea\u6211\u8c03\u6574\u3002\u5728\u5916\u90e8\u5faa\u73af\u4e2d\uff0c\u5b66\u4e60\u6d3b\u52a8\u7684\u987a\u5e8f\u4f1a\u88ab\u8c03\u6574\u2014\u2014\u7c7b\u4f3c\u4e8eYoutube\u8c03\u6574\u63a8\u8350\u89c6\u9891\u5217\u8868\u3002\u5916\u90e8\u5faa\u73af\u8fd8\u53ef\u4ee5\u5bf9\u5b66\u4e60\u65b9\u6cd5\u548c\u96be\u5ea6\u7ea7\u522b\u8fdb\u884c\u4e2a\u6027\u5316\u8c03\u6574\u3002<\/p>\r\n<p class=\"indent\">\u5728\u5185\u90e8\u5faa\u73af\u4e2d\uff0c\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u4f1a\u76d1\u63a7\u6bcf\u4e2a\u6d3b\u52a8\u4e2d\u7684\u9010\u6b65\u8fdb\u5c55\u3002\u5982\u679c\u6709\u8bef\u89e3\uff0c\u5b83\u4f1a\u8c03\u6574\u53cd\u9988\u548c\u63d0\u793a\u4ee5\u7ea0\u6b63\u9519\u8bef\u6982\u5ff5\u3002\u5982\u679c\u5b66\u751f\u5728\u56de\u5fc6\u4e4b\u524d\u5b66\u8fc7\u7684\u6982\u5ff5\u65f6\u9047\u5230\u95ee\u9898\uff0c\u5b83\u4e5f\u53ef\u80fd\u6307\u5411\u989d\u5916\u7684\u5b66\u4e60\u5185\u5bb9\u3002\u4e00\u4e9b\u4e13\u5bb6\u8ba4\u4e3a\uff0c\u5185\u90e8\u5faa\u73af\u6700\u597d\u7531\u6559\u5e08\u6765\u5b8c\u6210\uff1a\u4e3a\u7279\u5b9a\u4e3b\u9898\u548c\u4efb\u52a1\u7f16\u5236\u6240\u6709\u7684\u89c4\u5219\uff0c\u8fd9\u6210\u672c\u9ad8\u3001\u8017\u65f6\u957f\u3002\u800c\u4e14\u6559\u5e08\u7684\u77e5\u8bc6\u548c\u7ecf\u9a8c\u603b\u662f\u80dc\u8fc7\u673a\u5668<sup>3<\/sup>\u3002<\/p>\r\n\r\n<h3 style=\"text-align: left\">\u81ea\u9002\u5e94\u7cfb\u7edf\u5982\u4f55\u4e86\u89e3\u5b66\u4e60\u8005<\/h3>\r\n<p class=\"no-indent\">\u5c31\u50cf\u6240\u6709\u63a8\u8350\u95ee\u9898\u4e00\u6837\uff08\u53c2\u89c1<a href=\"ai-speak--how-youtube-learns-you\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"ai-speak--how-youtube-learns-you\">Youtube\u662f\u5982\u4f55\u4e86\u89e3\u4f60\u7684\uff0c\u7b2c1\u90e8\u5206<\/a>\uff09\uff0c\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u5c06\u4efb\u52a1\u5206\u89e3\u4e3a\u4e00\u4e2a\u6216\u591a\u4e2a\u53ef\u4ee5\u7531\u673a\u5668\u56de\u7b54\u7684\u4ee3\u7406\u95ee\u9898\u3002\u540c\u6837\uff0c\u5173\u4e8e\u8be2\u95ee\u4ec0\u4e48\u95ee\u9898\uff0c\u9884\u6d4b\u4ec0\u4e48\u7684\u9009\u62e9\u5bf9\u663e\u793a\u7684\u63a8\u8350\u6709\u5f88\u5927\u5f71\u54cd\u3002<\/p>\r\n<p class=\"indent\">\u63a8\u5e7f\u6750\u6599\u4e2d\u7ecf\u5e38\u63d0\u5230\u591a\u91cd\u76ee\u6807\uff1a\u63d0\u9ad8\u6210\u7ee9\u3001\u5c31\u4e1a\u80fd\u529b\u548c\u6295\u5165\u5ea6\u3002\u9274\u4e8e\u7cfb\u7edf\u7684\u4e13\u6709\u6027\u8d28\uff0c\u901a\u5e38\u7cfb\u7edf\u4e2d\u7f16\u7801\u7684\u95ee\u9898\u662f\u4ec0\u4e48\uff0c\u4f18\u5316\u7684\u76ee\u6807\u662f\u4ec0\u4e48\uff0c\u4ee5\u53ca\u5982\u4f55\u533a\u5206\u77ed\u671f\u76ee\u6807\u548c\u957f\u671f\u76ee\u6807\uff08\u4f8b\u5982\uff0c\u5728\u8fdb\u5165\u4e0b\u4e00\u4e2a\u7ea7\u522b\u4e4b\u524d\u638c\u63e1\u7279\u5b9a\u5185\u5bb9\uff09\u662f\u4e0d\u6e05\u695a\u7684<sup>4<\/sup>\u3002<\/p>\r\n<p class=\"indent\">\u5728\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7684\u65f6\u5019\uff0c\u65e0\u8bba\u9009\u62e9\u7684\u76ee\u6807\u662f\u4ec0\u4e48\uff0c\u9884\u6d4b\u672c\u8eab\u90fd\u662f\u57fa\u4e8e\u5177\u6709\u76f8\u4f3c\u6280\u80fd\u6c34\u5e73\u548c\u504f\u597d\u7684\u5176\u4ed6\u5b66\u4e60\u8005\uff0c\u4e5f\u5373\u6a21\u578b\u76f8\u4f3c\u7684\u5b66\u4e60\u8005\u3002<\/p>\r\n\r\n<h3 style=\"text-align: left\">\u5b66\u4e60\u8005\u6a21\u578b<\/h3>\r\n<p class=\"no-indent\">\u5728\u521b\u5efa\u5b66\u751f\u6a21\u578b\u65f6\uff0c\u5f00\u53d1\u4eba\u5458\u8be2\u95ee\u4f1a\u54ea\u4e9b\u5b66\u751f\u7279\u5f81\u4e0e\u5b66\u4e60\u8fc7\u7a0b\u76f8\u5173\u3002\u4e0e\u6559\u5e08\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u5b66\u751f\u5e76\u8c03\u6574\u65b9\u6cd5\u4e0d\u540c\uff0c\u673a\u5668\u4ec5\u9650\u4e8e\u53ef\u4ee5\u7531\u5b83\u4eec\u6536\u96c6\u548c\u5904\u7406\u7684\u6570\u636e\u3002<\/p>\r\n<p class=\"indent\">\u5b66\u751f\u6a21\u578b\u4e2d\u8003\u8651\u7684\u5178\u578b\u7279\u5f81\uff1a<\/p>\r\n\r\n<ul>\r\n \t<li><strong>\u5b66\u751f\u77e5\u9053\u4ec0\u4e48 - \u4ed6\u4eec\u7684\u77e5\u8bc6\u6c34\u5e73\u3001\u6280\u80fd\u548c\u9519\u8bef\u6982\u5ff5<sup>5,2,6<\/sup>\u3002<\/strong> \u8fd9\u4e9b\u901a\u5e38\u662f\u901a\u8fc7\u8bc4\u4f30\u63a8\u65ad\u51fa\u6765\u7684\u3002\u4f8b\u5982\uff0c\u5b66\u751f\u63d0\u4ea4\u7684\u6570\u5b66\u95ee\u9898\u7684\u7b54\u6848<sup>1<\/sup>\u3002\u7136\u540e\u5c06\u8fd9\u4e9b\u5df2\u6709\u77e5\u8bc6\u4e0e\u4ed6\u4eec\u5728\u5b66\u4e60\u9636\u6bb5\u7ed3\u675f\u65f6\u9700\u8981\u77e5\u9053\u7684\u5185\u5bb9\u8fdb\u884c\u6bd4\u8f83\u3002<\/li>\r\n \t<li><strong>\u5b66\u751f\u504f\u597d\u54ea\u79cd\u5b66\u4e60\uff1a\u5b66\u4e60\u8fc7\u7a0b\u548c\u504f\u597d<sup>5,6<\/sup>\u3002<\/strong> 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class=\"indent\">\u5927\u591a\u6570\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u90fd\u662f\u57fa\u4e8e\u4e0e\u5b66\u751f\u7684\u4e92\u52a8\u6765\u521b\u5efa\u5b66\u4e60\u8005\u6a21\u578b\u7684\u3002\u4e00\u4e9b\u8fd8\u4ece\u5176\u4ed6\u7f51\u7ad9\uff0c\u5c24\u5176\u662f\u793e\u4ea4\u5a92\u4f53\u4e0a\u83b7\u53d6\u4fe1\u606f\u3002\u4e00\u65e6\u4e3a\u6bcf\u4e2a\u5b66\u4e60\u8005\u521b\u5efa\u4e86\u6a21\u578b\uff0c\u673a\u5668\u5c31\u4f1a\u8ba1\u7b97\u51fa\u54ea\u4e9b\u5b66\u751f\u5f7c\u6b64\u76f8\u4f3c\uff0c\u5e76\u4f30\u8ba1\u67d0\u4e2a\u5b66\u751f\u4ece\u67d0\u4e2a\u6d3b\u52a8\u3001\u793a\u4f8b\u6216\u95ee\u9898\u4e2d\u53d7\u76ca\u7684\u6982\u7387<sup>3<\/sup>\u3002<\/p>\r\n\r\n<h3 style=\"text-align: left\">\u9886\u57df\u6a21\u578b<\/h3>\r\n<p class=\"no-indent\"><img class=\"alignleft wp-image-853\" src=\"http:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2.png\" alt=\"\" width=\"400\" height=\"284\" \/>\u6211\u4eec\u53ef\u4ee5\u5728\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u4e2d\u7684\u5b66\u4e60\u5bf9\u8c61\u548cYoutube\u4e0a\u7684\u89c6\u9891\u4e4b\u95f4\u505a\u4e00\u4e2a\u7c97\u7cd9\u7684\u7c7b\u6bd4\u3002\u4e00\u95e8\u5b66\u79d1\u53ef\u4ee5\u88ab\u5206\u89e3\u4e3a\u6982\u5ff5\u548c\u6280\u80fd\uff1b\u8fd9\u4e9b\u6982\u5ff5\u548c\u6280\u80fd\u88ab\u79f0\u4e3a\u77e5\u8bc6\u5355\u5143\uff08knowledge units, KUs\uff09\uff0c\u662f\u5b66\u4e60\u8005\u9700\u8981\u638c\u63e1\u7684\u77e5\u8bc6<sup>3<\/sup>\u3002\u6bcf\u4e2a\u77e5\u8bc6\u5355\u5143\u90fd\u6709\u4e00\u7ec4\u5b66\u4e60\u5bf9\u8c61\uff0c\u901a\u8fc7\u8fd9\u4e9b\u5bf9\u8c61\u53ef\u4ee5\u5b66\u4e60\u5185\u5bb9\uff0c\u5e76\u901a\u8fc7\u4e00\u7ec4\u6d3b\u52a8\u6765\u8bc4\u4f30\u5b66\u4e60\u6548\u679c\u3002\u6709\u4e9b\u4f5c\u8005\u5c06\u5b66\u4e60\u5bf9\u8c61\u8fdb\u4e00\u6b65\u7ec6\u5206\u4e3a\u5b66\u4e60\u6d3b\u52a8\uff1b\u6211\u4eec\u5728\u6b64\u4e0d\u505a\u7ec6\u5206\u3002<\/p>\r\n<p class=\"indent\">\u5b66\u4e60\u5bf9\u8c61\u53ef\u4ee5\u662f\u8981\u9605\u8bfb\u7684\u6587\u672c\u3001\u89c6\u9891\u3001\u4e00\u7ec4\u95ee\u9898\u3001\u4e92\u52a8\u6d3b\u52a8\uff08\u4ece\u7b80\u5355\u7684\u586b\u7a7a\u5230\u57fa\u4e8e\u60c5\u666f\u7684\u5b66\u4e60\u6d3b\u52a8\uff09\u3001\u4ea4\u4e92\u5f0f\u52a8\u753b\u7b49<sup>1 <\/sup>\u3002\u8fd9\u4e9b\u5b66\u4e60\u5bf9\u8c61\u63d0\u4f9b\u4e86\u5b66\u4e60\u8005\u9700\u8981\u4e86\u89e3\u7684\u77e5\u8bc6\uff0c\u800c\u8bc4\u4f30\u6d3b\u52a8\u5219\u8868\u660e\u5b66\u4e60\u8005\u662f\u5426\u638c\u63e1\u4e86\u8fd9\u4e9b\u77e5\u8bc6<sup>3<\/sup>\u3002\u9886\u57df\u6a21\u578b\u5305\u542b\u5b66\u4e60\u5bf9\u8c61\u7684\u6240\u6709\u7279\u5f81\uff0c\u5305\u62ec\u76f8\u5173\u7684\u77e5\u8bc6\u5355\u5143\u548c\u8bc4\u4f30\u3002\u5b66\u4e60\u8005\u63a5\u4e0b\u6765\u5b66\u4e60\u7684\u5185\u5bb9\u4e5f\u5c06\u53d6\u51b3\u4e8e\u77e5\u8bc6\u5355\u5143\u4e4b\u95f4\u7684\u76f8\u4e92\u5173\u7cfb\u3002<\/p>\r\n<p class=\"indent\">\u8fd9\u4e9b\u77e5\u8bc6\u5355\u5143\u9700\u8981\u8fdb\u5165\u6a21\u578b\uff1a\u5b66\u4e60\u5bf9\u8c61A\u548cB\u53ef\u80fd\u90fd\u662f\u5b66\u4e60\u5bf9\u8c61D\u7684\u5148\u51b3\u6761\u4ef6\u3002\u56e0\u6b64\uff0c\u5728D\u4e4b\u524d\u5fc5\u987b\u5148\u638c\u63e1A\u548cB\u3002\u4e00\u4e9b\u77e5\u8bc6\u5355\u5143\u4e4b\u95f4\u5b58\u5728\u7740\u987a\u5e8f\uff0c\u5b83\u4eec\u544a\u8bc9\u6211\u4eec\u5982\u4f55\u5b66\u4e60<sup>3<\/sup>\u3002\u76f8\u53cd\uff0c\u5982\u679c\u5b66\u751f\u6b63\u786e\u89e3\u51b3\u4e86\u4e0eD\u76f8\u5bf9\u5e94\u7684\u95ee\u9898\uff0c\u90a3\u4e48\u53ef\u4ee5\u80af\u5b9a\u4ed6\u6216\u5979\u4e5f\u638c\u63e1\u4e86A\u548cB\u3002<\/p>\r\n<p class=\"indent\">\u5b66\u79d1\u4e13\u5bb6\u53ef\u4ee5\u63d0\u4f9b\u5176\u4e2d\u7684\u4e00\u4e9b\u5173\u7cfb\uff0c\u5176\u4ed6\u63a8\u8bba\u673a\u5668\u81ea\u5df1\u53ef\u4ee5\u5b66\u4e60\uff0c\u5b83\u53ef\u4ee5\u9884\u6d4b\u638c\u63e1\u77e5\u8bc6\u5355\u5143\u7684\u6982\u7387\u3002\u8fd9\u79cd\u638c\u63e1\u6d89\u53ca\u5230\u7cfb\u7edf\u77e5\u9053\u5b66\u4e60\u8005\u5df2\u7ecf\u638c\u63e1\u4e86A\u548cB\uff0c\u56e0\u4e3a\u4ed6\u56de\u7b54\u4e86D\u7684\u95ee\u9898\u3002\u7136\u540e\u7cfb\u7edf\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u4ee5\u53ca\u5b66\u4e60\u8005\u548c\u9886\u57df\u6a21\u578b\u7684\u5176\u4ed6\u7279\u5f81\uff0c\u6765\u63a8\u8350\u5b66\u4e60\u8def\u5f84\u548c\u5b66\u4e60\u5bf9\u8c61\u3002<\/p>\r\n<p class=\"no-indent\"><img class=\"aligncenter wp-image-854\" src=\"http:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3.png\" alt=\"\" width=\"567\" height=\"402\" \/>\u5b66\u4e60\u5bf9\u8c61\u7684\u5176\u4ed6\u7279\u5f81\u53ef\u80fd\u5305\u62ec\u6d3b\u52a8\u7684\u96be\u5ea6\u7ea7\u522b\u3001\u53d7\u6b22\u8fce\u7a0b\u5ea6\u548c\u8bc4\u5206\u3002\u4e0eYoutube\u63a8\u8350\u4e00\u6837\uff0c\u8fd9\u91cc\u7684\u76ee\u6807\u662f\u4ece\u53ef\u7528\u7684\u6570\u636e\u4e2d\u5c3d\u53ef\u80fd\u591a\u5730\u63d0\u53d6\u4fe1\u606f\u3002<\/p>\r\n\r\n\r\n<hr \/>\r\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>1<\/sup> EdSurge, <em>Decoding Adaptive<\/em>, Pearson, London, 2016.<\/p>\r\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>2 <\/sup>Alkhatlan, A., Kalita, J.K., <em>Intelligent Tutoring Systems: A Comprehensive Historical Survey with Recent Developments<\/em>, International Journal of Computer Applications 181(43):1-20, March 2019.<\/p>\r\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>3 <\/sup>Essa, A.,<em> <a href=\"https:\/\/doi.org\/10.1186\/s40561-016-0038-y\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/doi.org\/10.1186\/s40561-016-0038-y\">A possible future for next generation adaptive learning systems<\/a><\/em>, Smart Learning Environments, 3, 16, 2016.<\/p>\r\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>4 <\/sup>Bulger M., <em>Personalised Learning: The Conversations We\u2019re Not Having<\/em>, Data &amp; Society Working Paper, 2016.<\/p>\r\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>5 <\/sup>Chrysafiadi, K., Virvou, M., <em>Student modeling approaches: A literature review for the last decade<\/em>, Expert Systems with Applications, Elsevier, 2013.<\/p>\r\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>6 <\/sup>Groff, J., <em>Personalized Learning: The state of the field and future directions<\/em>, Center for curriculum redesign, 2017.<\/p>\r\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>7 <\/sup>du Boulay, B., Poulovasillis, A., Holmes, W., Mavrikis, M., <em>Artificial Intelligence And Big Data Technologies To Close The Achievement Gap<\/em>, In: Luckin, Rose ed. Enhancing Learning and Teaching with Technology. London: UCL Institute of Education Press, pp. 256\u201328, 2018.<\/p>","rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-852\" src=\"http:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1.png\" alt=\"\" width=\"375\" height=\"667\" srcset=\"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1.png 2392w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-169x300.png 169w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-576x1024.png 576w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-768x1366.png 768w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-864x1536.png 864w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-1152x2048.png 1152w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-65x116.png 65w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-225x400.png 225w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.1-350x622.png 350w\" sizes=\"(max-width: 375px) 100vw, 375px\" \/><\/p>\n<p class=\"no-indent\">\u5728\u5ba1\u89c6\u4e00\u4e2a\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u65f6\uff0c\u5f88\u96be\u5224\u65ad\u5b83\u5728\u54ea\u91cc\u8fdb\u884c\u81ea\u9002\u5e94<sup>1<\/sup>\u3002\u5728\u4e0d\u540c\u7684\u7cfb\u7edf\u4e2d\uff0c\u4f7f\u7528\u7684\u6280\u672f\u4ee5\u53ca\u5176\u7528\u9014\u4e5f\u6709\u6240\u53d8\u5316\u3002<\/p>\n<p class=\"indent\">\u7136\u800c\uff0c\u6240\u6709\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u90fd\u77e5\u9053\u5b83\u4eec\u5728\u6559\u8c01\uff08\u5173\u4e8e\u5b66\u4e60\u8005\u7684\u77e5\u8bc6\uff09\u3001\u6559\u4ec0\u4e48\uff08\u5173\u4e8e\u9886\u57df\u7684\u77e5\u8bc6\uff09\u4ee5\u53ca\u5982\u4f55\u6559\uff08\u5173\u4e8e\u6559\u5b66\u6cd5\u7684\u77e5\u8bc6\uff09<sup>2<\/sup>\u3002<\/p>\n<p class=\"indent\">\u7406\u60f3\u7684\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u4f1a\u4ee5\u591a\u79cd\u65b9\u5f0f\u8fdb\u884c\u81ea\u6211\u8c03\u6574\u3002\u5728\u5916\u90e8\u5faa\u73af\u4e2d\uff0c\u5b66\u4e60\u6d3b\u52a8\u7684\u987a\u5e8f\u4f1a\u88ab\u8c03\u6574\u2014\u2014\u7c7b\u4f3c\u4e8eYoutube\u8c03\u6574\u63a8\u8350\u89c6\u9891\u5217\u8868\u3002\u5916\u90e8\u5faa\u73af\u8fd8\u53ef\u4ee5\u5bf9\u5b66\u4e60\u65b9\u6cd5\u548c\u96be\u5ea6\u7ea7\u522b\u8fdb\u884c\u4e2a\u6027\u5316\u8c03\u6574\u3002<\/p>\n<p class=\"indent\">\u5728\u5185\u90e8\u5faa\u73af\u4e2d\uff0c\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u4f1a\u76d1\u63a7\u6bcf\u4e2a\u6d3b\u52a8\u4e2d\u7684\u9010\u6b65\u8fdb\u5c55\u3002\u5982\u679c\u6709\u8bef\u89e3\uff0c\u5b83\u4f1a\u8c03\u6574\u53cd\u9988\u548c\u63d0\u793a\u4ee5\u7ea0\u6b63\u9519\u8bef\u6982\u5ff5\u3002\u5982\u679c\u5b66\u751f\u5728\u56de\u5fc6\u4e4b\u524d\u5b66\u8fc7\u7684\u6982\u5ff5\u65f6\u9047\u5230\u95ee\u9898\uff0c\u5b83\u4e5f\u53ef\u80fd\u6307\u5411\u989d\u5916\u7684\u5b66\u4e60\u5185\u5bb9\u3002\u4e00\u4e9b\u4e13\u5bb6\u8ba4\u4e3a\uff0c\u5185\u90e8\u5faa\u73af\u6700\u597d\u7531\u6559\u5e08\u6765\u5b8c\u6210\uff1a\u4e3a\u7279\u5b9a\u4e3b\u9898\u548c\u4efb\u52a1\u7f16\u5236\u6240\u6709\u7684\u89c4\u5219\uff0c\u8fd9\u6210\u672c\u9ad8\u3001\u8017\u65f6\u957f\u3002\u800c\u4e14\u6559\u5e08\u7684\u77e5\u8bc6\u548c\u7ecf\u9a8c\u603b\u662f\u80dc\u8fc7\u673a\u5668<sup>3<\/sup>\u3002<\/p>\n<h3 style=\"text-align: left\">\u81ea\u9002\u5e94\u7cfb\u7edf\u5982\u4f55\u4e86\u89e3\u5b66\u4e60\u8005<\/h3>\n<p class=\"no-indent\">\u5c31\u50cf\u6240\u6709\u63a8\u8350\u95ee\u9898\u4e00\u6837\uff08\u53c2\u89c1<a href=\"ai-speak--how-youtube-learns-you\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"ai-speak--how-youtube-learns-you\">Youtube\u662f\u5982\u4f55\u4e86\u89e3\u4f60\u7684\uff0c\u7b2c1\u90e8\u5206<\/a>\uff09\uff0c\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u5c06\u4efb\u52a1\u5206\u89e3\u4e3a\u4e00\u4e2a\u6216\u591a\u4e2a\u53ef\u4ee5\u7531\u673a\u5668\u56de\u7b54\u7684\u4ee3\u7406\u95ee\u9898\u3002\u540c\u6837\uff0c\u5173\u4e8e\u8be2\u95ee\u4ec0\u4e48\u95ee\u9898\uff0c\u9884\u6d4b\u4ec0\u4e48\u7684\u9009\u62e9\u5bf9\u663e\u793a\u7684\u63a8\u8350\u6709\u5f88\u5927\u5f71\u54cd\u3002<\/p>\n<p class=\"indent\">\u63a8\u5e7f\u6750\u6599\u4e2d\u7ecf\u5e38\u63d0\u5230\u591a\u91cd\u76ee\u6807\uff1a\u63d0\u9ad8\u6210\u7ee9\u3001\u5c31\u4e1a\u80fd\u529b\u548c\u6295\u5165\u5ea6\u3002\u9274\u4e8e\u7cfb\u7edf\u7684\u4e13\u6709\u6027\u8d28\uff0c\u901a\u5e38\u7cfb\u7edf\u4e2d\u7f16\u7801\u7684\u95ee\u9898\u662f\u4ec0\u4e48\uff0c\u4f18\u5316\u7684\u76ee\u6807\u662f\u4ec0\u4e48\uff0c\u4ee5\u53ca\u5982\u4f55\u533a\u5206\u77ed\u671f\u76ee\u6807\u548c\u957f\u671f\u76ee\u6807\uff08\u4f8b\u5982\uff0c\u5728\u8fdb\u5165\u4e0b\u4e00\u4e2a\u7ea7\u522b\u4e4b\u524d\u638c\u63e1\u7279\u5b9a\u5185\u5bb9\uff09\u662f\u4e0d\u6e05\u695a\u7684<sup>4<\/sup>\u3002<\/p>\n<p class=\"indent\">\u5728\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7684\u65f6\u5019\uff0c\u65e0\u8bba\u9009\u62e9\u7684\u76ee\u6807\u662f\u4ec0\u4e48\uff0c\u9884\u6d4b\u672c\u8eab\u90fd\u662f\u57fa\u4e8e\u5177\u6709\u76f8\u4f3c\u6280\u80fd\u6c34\u5e73\u548c\u504f\u597d\u7684\u5176\u4ed6\u5b66\u4e60\u8005\uff0c\u4e5f\u5373\u6a21\u578b\u76f8\u4f3c\u7684\u5b66\u4e60\u8005\u3002<\/p>\n<h3 style=\"text-align: left\">\u5b66\u4e60\u8005\u6a21\u578b<\/h3>\n<p class=\"no-indent\">\u5728\u521b\u5efa\u5b66\u751f\u6a21\u578b\u65f6\uff0c\u5f00\u53d1\u4eba\u5458\u8be2\u95ee\u4f1a\u54ea\u4e9b\u5b66\u751f\u7279\u5f81\u4e0e\u5b66\u4e60\u8fc7\u7a0b\u76f8\u5173\u3002\u4e0e\u6559\u5e08\u53ef\u4ee5\u76f4\u63a5\u89c2\u5bdf\u5b66\u751f\u5e76\u8c03\u6574\u65b9\u6cd5\u4e0d\u540c\uff0c\u673a\u5668\u4ec5\u9650\u4e8e\u53ef\u4ee5\u7531\u5b83\u4eec\u6536\u96c6\u548c\u5904\u7406\u7684\u6570\u636e\u3002<\/p>\n<p class=\"indent\">\u5b66\u751f\u6a21\u578b\u4e2d\u8003\u8651\u7684\u5178\u578b\u7279\u5f81\uff1a<\/p>\n<ul>\n<li><strong>\u5b66\u751f\u77e5\u9053\u4ec0\u4e48 &#8211; \u4ed6\u4eec\u7684\u77e5\u8bc6\u6c34\u5e73\u3001\u6280\u80fd\u548c\u9519\u8bef\u6982\u5ff5<sup>5,2,6<\/sup>\u3002<\/strong> \u8fd9\u4e9b\u901a\u5e38\u662f\u901a\u8fc7\u8bc4\u4f30\u63a8\u65ad\u51fa\u6765\u7684\u3002\u4f8b\u5982\uff0c\u5b66\u751f\u63d0\u4ea4\u7684\u6570\u5b66\u95ee\u9898\u7684\u7b54\u6848<sup>1<\/sup>\u3002\u7136\u540e\u5c06\u8fd9\u4e9b\u5df2\u6709\u77e5\u8bc6\u4e0e\u4ed6\u4eec\u5728\u5b66\u4e60\u9636\u6bb5\u7ed3\u675f\u65f6\u9700\u8981\u77e5\u9053\u7684\u5185\u5bb9\u8fdb\u884c\u6bd4\u8f83\u3002<\/li>\n<li><strong>\u5b66\u751f\u504f\u597d\u54ea\u79cd\u5b66\u4e60\uff1a\u5b66\u4e60\u8fc7\u7a0b\u548c\u504f\u597d<sup>5,6<\/sup>\u3002<\/strong> 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class=\"indent\">\u8fd9\u4e9b\u6570\u636e\u4f1a\u53d8\u5316\uff0c\u9700\u8981\u8bb0\u5f55\u548c\u66f4\u65b0\u3002\u6a21\u578b\u8fd8\u5305\u542b<strong>\u9759\u6001\u7279\u5f81\uff0c\u5982\u5e74\u9f84\u3001\u6027\u522b\u3001\u6bcd\u8bed\u548c\u7535\u5b50\u90ae\u4ef6\u8eab\u4efd<sup>2<\/sup>\u3002<\/strong><\/p>\n<p class=\"indent\">\u5927\u591a\u6570\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u90fd\u662f\u57fa\u4e8e\u4e0e\u5b66\u751f\u7684\u4e92\u52a8\u6765\u521b\u5efa\u5b66\u4e60\u8005\u6a21\u578b\u7684\u3002\u4e00\u4e9b\u8fd8\u4ece\u5176\u4ed6\u7f51\u7ad9\uff0c\u5c24\u5176\u662f\u793e\u4ea4\u5a92\u4f53\u4e0a\u83b7\u53d6\u4fe1\u606f\u3002\u4e00\u65e6\u4e3a\u6bcf\u4e2a\u5b66\u4e60\u8005\u521b\u5efa\u4e86\u6a21\u578b\uff0c\u673a\u5668\u5c31\u4f1a\u8ba1\u7b97\u51fa\u54ea\u4e9b\u5b66\u751f\u5f7c\u6b64\u76f8\u4f3c\uff0c\u5e76\u4f30\u8ba1\u67d0\u4e2a\u5b66\u751f\u4ece\u67d0\u4e2a\u6d3b\u52a8\u3001\u793a\u4f8b\u6216\u95ee\u9898\u4e2d\u53d7\u76ca\u7684\u6982\u7387<sup>3<\/sup>\u3002<\/p>\n<h3 style=\"text-align: left\">\u9886\u57df\u6a21\u578b<\/h3>\n<p class=\"no-indent\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-853\" src=\"http:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2.png\" alt=\"\" width=\"400\" height=\"284\" srcset=\"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2.png 3872w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-300x213.png 300w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-1024x726.png 1024w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-768x545.png 768w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-1536x1090.png 1536w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-2048x1453.png 2048w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-65x46.png 65w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-225x160.png 225w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CN-24.2-350x248.png 350w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\u6211\u4eec\u53ef\u4ee5\u5728\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u4e2d\u7684\u5b66\u4e60\u5bf9\u8c61\u548cYoutube\u4e0a\u7684\u89c6\u9891\u4e4b\u95f4\u505a\u4e00\u4e2a\u7c97\u7cd9\u7684\u7c7b\u6bd4\u3002\u4e00\u95e8\u5b66\u79d1\u53ef\u4ee5\u88ab\u5206\u89e3\u4e3a\u6982\u5ff5\u548c\u6280\u80fd\uff1b\u8fd9\u4e9b\u6982\u5ff5\u548c\u6280\u80fd\u88ab\u79f0\u4e3a\u77e5\u8bc6\u5355\u5143\uff08knowledge units, 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class=\"indent\">\u8fd9\u4e9b\u77e5\u8bc6\u5355\u5143\u9700\u8981\u8fdb\u5165\u6a21\u578b\uff1a\u5b66\u4e60\u5bf9\u8c61A\u548cB\u53ef\u80fd\u90fd\u662f\u5b66\u4e60\u5bf9\u8c61D\u7684\u5148\u51b3\u6761\u4ef6\u3002\u56e0\u6b64\uff0c\u5728D\u4e4b\u524d\u5fc5\u987b\u5148\u638c\u63e1A\u548cB\u3002\u4e00\u4e9b\u77e5\u8bc6\u5355\u5143\u4e4b\u95f4\u5b58\u5728\u7740\u987a\u5e8f\uff0c\u5b83\u4eec\u544a\u8bc9\u6211\u4eec\u5982\u4f55\u5b66\u4e60<sup>3<\/sup>\u3002\u76f8\u53cd\uff0c\u5982\u679c\u5b66\u751f\u6b63\u786e\u89e3\u51b3\u4e86\u4e0eD\u76f8\u5bf9\u5e94\u7684\u95ee\u9898\uff0c\u90a3\u4e48\u53ef\u4ee5\u80af\u5b9a\u4ed6\u6216\u5979\u4e5f\u638c\u63e1\u4e86A\u548cB\u3002<\/p>\n<p class=\"indent\">\u5b66\u79d1\u4e13\u5bb6\u53ef\u4ee5\u63d0\u4f9b\u5176\u4e2d\u7684\u4e00\u4e9b\u5173\u7cfb\uff0c\u5176\u4ed6\u63a8\u8bba\u673a\u5668\u81ea\u5df1\u53ef\u4ee5\u5b66\u4e60\uff0c\u5b83\u53ef\u4ee5\u9884\u6d4b\u638c\u63e1\u77e5\u8bc6\u5355\u5143\u7684\u6982\u7387\u3002\u8fd9\u79cd\u638c\u63e1\u6d89\u53ca\u5230\u7cfb\u7edf\u77e5\u9053\u5b66\u4e60\u8005\u5df2\u7ecf\u638c\u63e1\u4e86A\u548cB\uff0c\u56e0\u4e3a\u4ed6\u56de\u7b54\u4e86D\u7684\u95ee\u9898\u3002\u7136\u540e\u7cfb\u7edf\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u4ee5\u53ca\u5b66\u4e60\u8005\u548c\u9886\u57df\u6a21\u578b\u7684\u5176\u4ed6\u7279\u5f81\uff0c\u6765\u63a8\u8350\u5b66\u4e60\u8def\u5f84\u548c\u5b66\u4e60\u5bf9\u8c61\u3002<\/p>\n<p class=\"no-indent\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-854\" src=\"http:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3.png\" alt=\"\" width=\"567\" height=\"402\" srcset=\"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3.png 3872w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-300x213.png 300w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-1024x726.png 1024w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-768x545.png 768w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-1536x1090.png 1536w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-2048x1453.png 2048w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-65x46.png 65w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-225x160.png 225w, https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-content\/uploads\/sites\/24\/2024\/03\/CH-24.3-350x248.png 350w\" sizes=\"(max-width: 567px) 100vw, 567px\" \/>\u5b66\u4e60\u5bf9\u8c61\u7684\u5176\u4ed6\u7279\u5f81\u53ef\u80fd\u5305\u62ec\u6d3b\u52a8\u7684\u96be\u5ea6\u7ea7\u522b\u3001\u53d7\u6b22\u8fce\u7a0b\u5ea6\u548c\u8bc4\u5206\u3002\u4e0eYoutube\u63a8\u8350\u4e00\u6837\uff0c\u8fd9\u91cc\u7684\u76ee\u6807\u662f\u4ece\u53ef\u7528\u7684\u6570\u636e\u4e2d\u5c3d\u53ef\u80fd\u591a\u5730\u63d0\u53d6\u4fe1\u606f\u3002<\/p>\n<hr \/>\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>1<\/sup> EdSurge, <em>Decoding Adaptive<\/em>, Pearson, London, 2016.<\/p>\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>2 <\/sup>Alkhatlan, A., Kalita, J.K., <em>Intelligent Tutoring Systems: A Comprehensive Historical Survey with Recent Developments<\/em>, International Journal of Computer Applications 181(43):1-20, March 2019.<\/p>\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>3 <\/sup>Essa, A.,<em> <a href=\"https:\/\/doi.org\/10.1186\/s40561-016-0038-y\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/doi.org\/10.1186\/s40561-016-0038-y\">A possible future for next generation adaptive learning systems<\/a><\/em>, Smart Learning Environments, 3, 16, 2016.<\/p>\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>4 <\/sup>Bulger M., <em>Personalised Learning: The Conversations We\u2019re Not Having<\/em>, Data &amp; Society Working Paper, 2016.<\/p>\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>5 <\/sup>Chrysafiadi, K., Virvou, M., <em>Student modeling approaches: A literature review for the last decade<\/em>, Expert Systems with Applications, Elsevier, 2013.<\/p>\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>6 <\/sup>Groff, J., <em>Personalized Learning: The state of the field and future directions<\/em>, Center for curriculum redesign, 2017.<\/p>\n<p class=\"hanging-indent\" style=\"text-align: left\"><sup>7 <\/sup>du Boulay, B., Poulovasillis, A., Holmes, W., Mavrikis, M., <em>Artificial Intelligence And Big Data Technologies To Close The Achievement Gap<\/em>, In: Luckin, Rose ed. Enhancing Learning and Teaching with Technology. London: UCL Institute of Education Press, pp. 256\u201328, 2018.<\/p>\n","protected":false},"author":3,"menu_order":5,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":99,"_links":{"self":[{"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/pressbooks\/v2\/chapters\/117"}],"collection":[{"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":13,"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/pressbooks\/v2\/chapters\/117\/revisions"}],"predecessor-version":[{"id":985,"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/pressbooks\/v2\/chapters\/117\/revisions\/985"}],"part":[{"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/pressbooks\/v2\/parts\/99"}],"metadata":[{"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/pressbooks\/v2\/chapters\/117\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/wp\/v2\/media?parent=117"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/pressbooks\/v2\/chapter-type?post=117"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/wp\/v2\/contributor?post=117"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/chinesegpt\/wp-json\/wp\/v2\/license?post=117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}