一种新颖的协作式自组织学习社区算法

A Novel Collaborative Self-organizing Learner Communities Algorithm

远程教育为学生和教师提供了巨大的方便,但同时也导致了许多"孤独"的学习者.提出一种基于信任奖励和动态交换机制的协作式自组织学习社区算法.该算法是基于动态学习行为,将具有相同兴趣的学生自动组成学习社区,帮助其分享学习资源.实验证明,本算法具有较高的效率和良好的可扩展性.

E-learning provides an unprecedented flexibility and convenience to both learners and instructors. However, it also creates a great number of lonely learners. This paper presented a collaborative learner community self-organizing algorithm based on trust award and dynamic exchange schema, which can eventually cluster learners with similar interests into the same community and help them share learning resources together.The experiments show that this mechanism can sustainably improve the efficiency and scalability.