| 自适应学习系统在成人本科学士学位英语学习中的应用研究 |
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| 引用本文： | 李建伟,葛子刚,张爱阳.自适应学习系统在成人本科学士学位英语学习中的应用研究[J].现代教育技术,2020(3):59-65. |
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| 作者姓名： | 李建伟 葛子刚 张爱阳 |
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| 作者单位： | ;1.北京邮电大学网络教育学院 |
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| 基金项目： | 全国教育科学规划教育部重点课题“泛在学习环境中数字资源聚合模式及推荐机制研究”(项目编号:DCA140238)资助。 |
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| 摘 要： | 成人本科学士学位英语非常重要,非英语专业学生只有通过此考试,才有资格获得本科学士学位证书。基于此,文章首先分析了成人本科学士学位英语的教学现状,并介绍了自适应学习的提出背景及其定义。随后,文章根据自适应学习的工作原理,设计了自适应学习系统,并从知识图谱、认知能力测评和推荐引擎三个方面来确保系统业务流程的顺利运行。最后,文章介绍了成人本科学士学位英语自适应学习APP系统在北京邮电大学网络教育学院的应用情况,并通过对比APP系统在2019年的两次北京成人本科学士学位英语考试的应用数据,分析了自适应学习系统的应用成效。文章探索利用人工智能技术解决目前成人英语教育的痛点问题,设计了自适应学习系统,对于人工智能与教育教学的融合有重要的推动作用。
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| 关 键 词： | 人工智能 自适应学习 成人英语 学习分析 |
Research on the Application of Adaptive Learning System in English Learning for Adult Bachelor's Degree |
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| LI Jian-wei,GE Zi-gang,ZHANG Ai-yang.Research on the Application of Adaptive Learning System in English Learning for Adult Bachelor's Degree[J].Modern Educational Technology,2020(3):59-65. |
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| Authors: | LI Jian-wei GE Zi-gang ZHANG Ai-yang |
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| Institution: | (College of Network Education,Beijing University of Posts and Telecommunication,Beijing,China 100876) |
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| Abstract: | English for adult bachelor’s degree is very important, and non-English major students can be qualified for bachelor’s degree only after passing the test. Based on this, the paper first analyzed the current English teaching situation for adult bachelor’s degree, and introduced the background and definition of adaptive learning. Then, according to the working principle of adaptive learning, this paper designed an adaptive learning system, and ensured the smooth operation of system business process from three aspects of knowledge map, cognitive ability evaluation and recommendation engine. Finally, this paper introduced the application situation of adaptive learning APP system of English for adult bachelor’s degree in the College of Network Education of Beijing University of Posts and Telecommunication. In addition, the application effect of adaptive learning system was analyzed by comparing the application data of this APP system in two English tests for adult bachelor’s degree in Beijing in 2019. This paper explored the utilization of artificial intelligence technology to solve current pain point problems of adult English education, and designed an adaptive learning system, which had important impetus to the integration of artificial intelligence and education and teaching. |
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| Keywords: | artificial intelligence adaptive learning adult English learning analysis |
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