Conference Proceedings
(WIP) Evaluation of a Cloud-Based System for Delivering Adaptive Micro Open Education Resource to Fresh Learners
G Sun, T Cui, F Dong, D Xu, J Shen, S Chen, J Lin
IEEE International Conference on Cloud Computing Cloud | IEEE | Published : 2018
Abstract
In this paper, we present an online computation approach implemented in a cloud-based system to assist open education resource (OER) providers and instructors dealing with the sparsity of data in micro OER recommendation. An algorithmic framework is provided to realize the novel micro OER recommendation system based on heuristic rules. These rules can also optimize the approaches to blending new-coming micro OERs into established learning paths. Comparing with different widely used recommender systems, our evaluation shows the proposed heuristic algorithms for online computation performs satisfactorily in terms of precision and recall values.
Grants
Awarded by Australian Research Council
Funding Acknowledgements
This research has been conducted with the support of the Australian Research Council Discovery Project, DP180101051.