Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning

JK Tarus, Z Niu, G Mustafa - Artificial intelligence review, 2018 - Springer
Recommender systems in e-learning domain play an important role in assisting the learners
to find useful and relevant learning materials that meet their learning needs. Personalized …

Recommender systems: an overview, research trends, and future directions

PK Singh, PKD Pramanik, AK Dey… - … Journal of Business …, 2021 - inderscienceonline.com
Recommender system (RS) has emerged as a major research interest that aims to help
users to find items online by providing suggestions that closely match their interest. This …

Recommender system application developments: a survey

J Lu, D Wu, M Mao, W Wang, G Zhang - Decision support systems, 2015 - Elsevier
A recommender system aims to provide users with personalized online product or service
recommendations to handle the increasing online information overload problem and …

A peer coaching-based professional development approach to improving the learning participation and learning design skills of in-service teachers

N Ma, S Xin, JY Du - Journal of Educational Technology & Society, 2018 - JSTOR
Personalized learning based on learning analytics has become increasingly important for
teachers' development via providing adaptive contents and strategies for teachers by …

A recommender agent based on learning styles for better virtual collaborative learning experiences

MI Dascalu, CN Bodea, A Moldoveanu… - Computers in Human …, 2015 - Elsevier
Almost unlimited access to educational information plethora came with a drawback: finding
meaningful material is not a straightforward task anymore. Based on a survey related to how …

A Big Data smart library recommender system for an educational institution

A Simović - Library Hi Tech, 2018 - emerald.com
Purpose With the exponential growth of the amount of data, the most sophisticated systems
of traditional libraries are not able to fulfill the demands of modern business and user needs …

Perceptions of teachers regarding the implementation of the internet in education

L Stošić, I Stošić - Computers in Human Behavior, 2015 - Elsevier
This paper aims to examine how much teachers are interested in using the Internet and how
much they are trained to use the Internet in teaching and in their personal development, as …

Tail bounds for occupancy and the satisfiability threshold conjecture

A Kamath, R Motwani, K Palem… - Random Structures & …, 1995 - Wiley Online Library
The classical occupancy problem is concerned with studying the number of empty bins
resulting from a random allocation of m balls to n bins. We provide a series of tail bounds on …

A learner oriented learning recommendation approach based on mixed concept mapping and immune algorithm

S Wan, Z Niu - Knowledge-Based Systems, 2016 - Elsevier
Personalized recommendation in e-learning has attracted the interest of many researchers.
How to select the proper learning objects (LOs) and provide a suitable learning path for …

Utilizing learners' negative ratings in semantic content-based recommender system for e-learning forum

NA Albatayneh, KI Ghauth, FF Chua - Journal of Educational Technology & …, 2018 - JSTOR
Nowadays, most of e-learning systems embody online discussion forums as a medium for
collaborative learning that supports knowledge sharing and information exchanging …