基于开放教育的智适应学习系统设计

Design of Intelligent Adaptive Learning System Based on Open Education

基于对开放大学学习网应用现状的研究,就其目前不能针对学习者个人特征及其能力水平合理地为学习者推荐学习资源的状况,提出了基于开放教育的"智适应学习系统"设计架构。系统首先对学习者学习行为进行跟踪研究,为学习者建立学习者数据库记录学习路径,并通过人工智能技术及大数据分析,为学习者推荐适合其自身的学习内容,进而推进开放教育在线学习系统建设,完善远程教育学习支持服务,充分利用学习资源,提高学习者的学习效率,优化学习效果。

Based on the research on the application status of learning network in the Open University and treated at the conditions that are currently unable to reasonably recommend learning resources for learners’personal characteristics and abilities,the design architecture of an“intelligent adaptive learning system”based on open education has been proposed.The system first tracks the learning behaviors of learners,builds a learner database for learners to record learning routes and recommends them learning content suitable through artificial intelligence technology and big data analysis so as to promote the construction of open education online learning system and improve learning support services for distance education,make full use of learning resources,improve learners'learning efficiency and optimize learning effects.