一种以学习者为中心的智慧教育模式设计

Design of learner-centered smart education model

近年来,随着智能化技术的兴起,在线教育作为一种新型教育模式,也在向智能化、创新化、个性化等模式进行转变。考虑到目前已有在线教育平台的资源分布情况,多数的学习资源掌握在学习者手中,本文提出了新的以学习者为中心的智慧教育模式,强调所有资源为“我”服务,让学习者的学习过程不受有限平台资源的约束。本文利用平台已积累的学习者行为数据,为其建立个性化模型,并提供个性化的动态学习路径规划和资源推荐。进一步地,借助网络中的P2P模式的思想,提出了新模式应用场景下可行的具体实现方式、即P2P推荐,最后对整体的平台和系统进行了初步的设计,将线上线下资源有机整合,为学习者提供服务。

In recent years,with the rise of intelligent technology,online education,as a new education model,is also changing to smart,innovative,and personalized models.Considering the resource distribution of the existing online education platforms-most of the learning resources are in the hands of learners,this article proposes a new learner-centered smart education model,emphasizing that all resources are serving learners,so that the learners'learning process is not constrained by limited platform resources.At the same time,on the basis of the accumulated learner behavior data of the platform,a personalized model is established for learners,and personalized dynamic learning path planning and resource recommendation are provided.Further,with the help of the idea of P2P mode in the network,a feasible specific implementation method of the new mode application scenario is proposed,that is,P2P recommendation.Finally,the overall platform and system are preliminarily designed,integrating online and offline resources to provide services for learners.