Adaptive and intelligent systems for collaborative learning support: A review of the field

I Magnisalis, S Demetriadis… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
This study critically reviews the recently published scientific literature on the design and
impact of adaptive and intelligent systems for collaborative learning support (AICLS) …

Group formation techniques in computer-supported collaborative learning: A systematic literature review

N Maqtary, A Mohsen, K Bechkoum - Technology, Knowledge and …, 2019 - Springer
Group formation is an essential process for group development lifecycle. It has been a
growing concern to many researchers to be applied automatically in collaborative learning …

There are open learner models about!

S Bull - IEEE Transactions on Learning Technologies, 2020 - ieeexplore.ieee.org
This overview outlines key issues in learning with an open learner model (OLM). Originally,
learner models remained hidden, as their primary role was to enable a system to …

Learning log-based automatic group formation: system design and classroom implementation study

C Liang, R Majumdar, H Ogata - Research and Practice in Technology …, 2021 - Springer
Collaborative learning in the form of group work is becoming increasingly significant in
education since interpersonal skills count in modern society. However, teachers often get …

An artificial intelligence tool for heterogeneous team formation in the classroom

JM Alberola, E Del Val, V Sanchez-Anguix… - Knowledge-Based …, 2016 - Elsevier
Nowadays, there is increasing interest in the development of teamwork skills in the
educational context. This growing interest is motivated by its pedagogical effectiveness and …

Group formation based on learning styles: can it improve students' teamwork?

M Kyprianidou, S Demetriadis, T Tsiatsos… - Educational Technology …, 2012 - Springer
This work explores the impact of teacher-led heterogeneous group formation on students'
teamwork, based on students' learning styles. Fifty senior university students participated in …

Group formation algorithms in collaborative learning contexts: A systematic mapping of the literature

WM Cruz, S Isotani - … , CRIWG 2014, Santiago, Chile, September 7-10 …, 2014 - Springer
Group Formation is a complex and important step to design effective collaborative learning
activities. Through the adequate selection of individuals to a group, it is possible to create …

Three algorithms for grouping students: A bridge between personalized tutoring system data and classroom pedagogy

CG Lechuga, S Doroudi - International Journal of Artificial Intelligence in …, 2023 - Springer
Computer-assisted instructional programs such as intelligent tutoring systems are often used
to support blended learning practices in K-12 education, as they aim to meet individual …

A taxonomy of team-assembly systems: Understanding how people use technologies to form teams

D Gómez-Zará, LA DeChurch… - Proceedings of the ACM on …, 2020 - dl.acm.org
The emergence of team-assembly technologies has brought with it new challenges in
designing and implementing socio-technical systems. Our understanding of how systems …

A framework for semantic group formation in education

A Ounnas, HC Davis, DE Millard - Journal of Educational Technology & …, 2009 - JSTOR
Collaboration has long been considered an effective approach to learning. However,
forming optimal groups can be a time consuming and complex task. Different approaches …