Definition, framework and research issues of smart learning environments-a context-aware ubiquitous learning perspective

GJ Hwang - Smart Learning Environments, 2014 - Springer
The rapid progress of mobile, wireless communication and sensing technologies has
enabled the development of context-aware ubiquitous learning (u-learning) environments …

Educational data mining: a review of the state of the art

C Romero, S Ventura - … on Systems, Man, and Cybernetics, Part …, 2010 - ieeexplore.ieee.org
Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …

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 …

A multimedia adaptive tutoring system for mathematics that addresses cognition, metacognition and affect

I Arroyo, BP Woolf, W Burelson, K Muldner… - International Journal of …, 2014 - Springer
This article describes research results based on multiple years of experimentation and real-
world experience with an adaptive tutoring system named Wayang Outpost. The system …

Development of an adaptive learning system with multiple perspectives based on students' learning styles and cognitive styles

TC Yang, GJ Hwang, SJH Yang - Journal of Educational Technology & …, 2013 - JSTOR
In this study, an adaptive learning system is developed by taking multiple dimensions of
personalized features into account. A personalized presentation module is proposed for …

Recommender systems in technology enhanced learning

N Manouselis, H Drachsler, R Vuorikari… - Recommender systems …, 2011 - Springer
Technology enhanced learning (TEL) aims to design, develop and test socio-technical
innovations that will support and enhance learning practices of both individuals and …

An e-learning recommendation approach based on the self-organization of learning resource

S Wan, Z Niu - Knowledge-Based Systems, 2018 - Elsevier
In e-learning, most content-based (CB) recommender systems provide recommendations
depending on matching rules between learners and learning objects (LOs). Such learner …

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 …

The review of the adaptive learning systems for the formation of individual educational trajectory

K Osadcha, V Osadchyi, H Chemerys, A Chorna - 2020 - elibrary.kdpu.edu.ua
The article is devoted to the review of the adaptive learning systems. We considered the
modern state and relevance of usage of the adaptive learning systems to be a useful tool of …

[BUCH][B] Recommender systems for learning

N Manouselis, H Drachsler, K Verbert, E Duval - 2012 - books.google.com
Technology enhanced learning (TEL) aims to design, develop and test sociotechnical
innovations that will support and enhance learning practices of both individuals and …