A digital recommendation system for personalized learning to enhance online education: A review

GM Dhananjaya, RH Goudar, A Kulkarni… - IEEE …, 2024 - ieeexplore.ieee.org
This review delves into using e-learning technology and personalized recommendation
systems in education. It examines 60 articles from prominent databases and identifies the …

Enhancing Teamwork and Collaboration: A Systematic Review of Algorithm-Supported Pedagogical Methods

X Wang, G Song, R Ghannam - Education Sciences, 2024 - mdpi.com
In today's interconnected world, teamwork and collaboration are becoming essential
competencies across all disciplines. This review examines various pedagogical strategies …

A novel group recommender system for domain-independent decision support customizing a grou** genetic algorithm

A Krouska, C Troussas, C Sgouropoulou - User Modeling and User …, 2023 - Springer
Group formation is a complex task requiring computational support to succeed. In the
literature, there has been considerable effort in the development of algorithms for composing …

AI enabled value-oriented collaborative learning: Centre for innovative education

J Ramadevi, C Sushama, K Balaji, V Talasila… - The Journal of High …, 2023 - Elsevier
Collaborative learning allows students to pool their knowledge, skills, and experiences to
better understand and learn from one another. Two of the most fundamental features of …

Time series analysis for education: Methods, applications, and future directions

S Mao, C Zhang, Y Song, J Wang, XJ Zeng… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in the collection and analysis of sequential educational data have
brought time series analysis to a pivotal position in educational research, highlighting its …

Who will work together? Factors influencing autonomic group formation in an open learning environment

C Wang, Y Xu - Interactive Learning Environments, 2024 - Taylor & Francis
Different from the group formation approaches led by teachers, learners' generative learning
objectives and the independent choice of collaborative partners are important in the Internet …

Effectiveness of the functions of classroom orchestration systems: A systematic review and meta-analysis

S Feng, L Zhang, S Wang, Z Cai - Computers & Education, 2023 - Elsevier
Researchers have designed a series of classroom orchestration systems (COSs) to support
teachers' real-time classroom management of multiple social planes. However, few studies …

An effective deep learning pipeline for improved question classification into bloom's taxonomy's domains

H Sharma, R Mathur, T Chintala… - Education and …, 2023 - Springer
Examination assessments undertaken by educational institutions are pivotal since it is one
of the fundamental steps to determining students' understanding and achievements for a …

Evaluating remote task assignment of an online engineering module through data mining in a virtual communication platform environment

Z Kanetaki, C Stergiou, G Bekas, C Troussas… - Electronics, 2022 - mdpi.com
E-learning has traditionally emphasised educational resources, web access, student
participation, and social interaction. Novel virtual spaces, e-lectures, and digital laboratories …

Universal optimization framework: Leader-centered learning team formation based on fuzzy evaluations of learners and E-CARGO

H Ma, J Li, Y Tang, H Zhu, Z Huang… - IEEE Systems, Man …, 2023 - ieeexplore.ieee.org
Building the right learning teams is a key to the success of collaborative learning in online
and offline learning environments. However, existing research on learning team formation …