A proposal for an adaptive Recommender System based on competences and ontologies

作者:

Highlights:

• Competences are an interesting pedagogical support for diagnosis or recommendation.

• An adaptive Competence-based Recommender System prototype is presented.

• Methodological guide to develop and adapt to multiple environments and domains.

• Student modeling, ontology network and non-monotonic diagnosis, is the system core.

• Ontology network and diagnosis rules, previously built, are extended and adapted.

摘要

•Competences are an interesting pedagogical support for diagnosis or recommendation.•An adaptive Competence-based Recommender System prototype is presented.•Methodological guide to develop and adapt to multiple environments and domains.•Student modeling, ontology network and non-monotonic diagnosis, is the system core.•Ontology network and diagnosis rules, previously built, are extended and adapted.

论文关键词:Recommender system,Competence-based,Ontology network,Methodological development,Student modeling

论文评审过程:Received 16 September 2021, Revised 27 May 2022, Accepted 13 July 2022, Available online 19 July 2022, Version of Record 27 July 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.118171