A multi-constraint learning path recommendation algorithm based on knowledge map

作者：

Highlights：

• Four learning scenarios and seven kinds of path constraint factors are proposed.

• The multi-constraint model of path recommendation is constructed.

• A multi-constraint learning path recommendation algorithm is implemented.

• We verified the similarity of self-organized path and the recommended path.

摘要

•Four learning scenarios and seven kinds of path constraint factors are proposed.•The multi-constraint model of path recommendation is constructed.•A multi-constraint learning path recommendation algorithm is implemented.•We verified the similarity of self-organized path and the recommended path.

论文关键词：E-learning,Knowledge map,Learning scenario,Learning path recommendation

论文评审过程：Received 17 November 2016, Revised 15 October 2017, Accepted 8 December 2017, Available online 21 December 2017, Version of Record 3 February 2018.

论文官网地址：https://doi.org/10.1016/j.knosys.2017.12.011