Panorama of Recommender Systems to Support Learning

A visual recommender tool in a collaborative learning experience

“…Although recommender systems are becoming more popular with the aim of supporting learning (Drachsler et al, 2015), few approaches have been applied to the educational context of collaborative learning. Bieliková et al (2014) proposed the platform ALEF for adaptive collaborative learning.…”

“…We would like to point out this issue. The objective of the tool is not to offer a recommendation such as a learning object or an exercise, which the students A C C E P T E D M A N U S C R I P T could study or make; that is the typical objective of recommender systems in other learning experiences (Drachsler et al, 2015). The objective of the tool proposed in this paper is to show the analysis to promote the sensemaking of the students and teachers.…”

Evaluating Recommender Systems for Technology Enhanced Learning: A Quantitative Survey

“…As technology is used in different learning scenarios, so also have recommender systems been used to support different learning scenarios. The main aim of recommender systems in TEL can be summarized as supporting learners during their learning process in order to accomplish their learning goals [9], [10]. A recent survey of TEL recommender systems can be found in [9] and an overview of research trends and applications of recommender systems for TEL in [11].…”

Beyond Cognitive and Affective Issues: Designing Smart Learning Environments for Psychomotor Personalized Learning

“…To deepen on this approach, there are reviews of Intelligent Tutoring Systems (Kulik & Fletcher, 2015) and Educational Recommender Systems (Drachsler, Verbert, Santos, & Manouselis, 2015). As of some years ago, adaptive educational systems are being enriched with affective computing features (Picard et al, 2004), so they can also respond affectively to the learners' emotions when personalizing their response.…”