Learning path personalization and recommendation methods: A survey of the state-of-the-art

AH Nabizadeh, JP Leal, HN Rafsanjani… - Expert Systems with …, 2020 - Elsevier
A learning path is the implementation of a curriculum design. It consists of a set of learning
activities that help users achieve particular learning goals. Personalizing these paths …

Panorama of recommender systems to support learning

H Drachsler, K Verbert, OC Santos… - Recommender systems …, 2015 - Springer
This chapter presents an analysis of recommender systems in Technology-Enhanced
Learning along their 15 years existence (2000–2014). All recommender systems considered …

A social recommender mechanism for e-commerce: Combining similarity, trust, and relationship

YM Li, CT Wu, CY Lai - Decision support systems, 2013 - Elsevier
Online business transactions and the success of e-commerce depend greatly on the
effective design of a product recommender mechanism. This study proposes a social …

Adaptive learning path recommender approach using auxiliary learning objects

AH Nabizadeh, D Goncalves, S Gama, J Jorge… - Computers & …, 2020 - Elsevier
In e-learning, one of the main difficulties is recommending learning materials that users can
complete on time. It becomes more challenging when users cannot devote enough time to …

Discovering influencers for marketing in the blogosphere

YM Li, CY Lai, CW Chen - Information Sciences, 2011 - Elsevier
Discovering influential bloggers will not only allow us to understand better the social
activities taking place in the blogosphere, but will also provide unique opportunities for sales …

Building student trust in online learning environments

YD Wang - Distance Education, 2014 - Taylor & Francis
As online learning continues to gain widespread attention and thrive as a legitimate
alternative to classroom instruction, educational institutions and online instructors face the …

A google wave-based fuzzy recommender system to disseminate information in University Digital Libraries 2.0

J Serrano-Guerrero, E Herrera-Viedma, JA Olivas… - Information …, 2011 - Elsevier
Nowadays Digital Libraries 2.0 are mainly based on the interaction between users through
collaborative applications such as wikis, blogs, etc. or new possible paradigms like the …

Graph theory based model for learning path recommendation

G Durand, N Belacel, F LaPlante - Information Sciences, 2013 - Elsevier
Learning design, the activity of designing a learning path, can be a complex task, especially
for learners. A learning design recommendation system would help self-learners find …

Discover learning path for group users: A profile-based approach

H Xie, D Zou, FL Wang, TL Wong, Y Rao, SH Wang - Neurocomputing, 2017 - Elsevier
With the explosion of knowledge and information in the big data era, learning new things
efficiently is of crucial significance. Despite recent development of e-learning techniques …

Semantic Web Technologies for supporting learning assessment

D Castellanos-Nieves, JT Fernández-Breis… - Information …, 2011 - Elsevier
The use of Semantic Web Technologies in eLearning has become more significant in recent
years. A topic that has received less attention to date is the use of such technologies for …