[HTML][HTML] A novel group recommender system for domain-independent decision support customizing a grouping 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 …

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

C Wang, Y Xu - Interactive Learning Environments, 2023 - 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 …

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 …

Applying genetic algorithms for recommending adequate competitors in mobile game-based learning environments

A Krouska, C Troussas, C Sgouropoulou - Intelligent Tutoring Systems …, 2020 - Springer
Mobile game-based learning (MGBL) exploits an entertaining environment for providing
digital education. Such an approach involves the construction of students' groups for gaming …

[图书][B] Innovative trends in personalized software engineering and information systems: the case of intelligent and adaptive e-learning systems

C Troussas, C Sgouropoulou - 2020 - books.google.com
This book, Innovative Trends in Personalized Software Engineering and Information
Systems–The Case of Intelligent and Adaptive E-learning Systems, studies the development …

On the equivalence between bimodal and unimodal students' collaboration networks in Distance Learning

R Tsoni, E Sakkopoulos… - Intelligent Decision …, 2021 - content.iospress.com
This work is aiming to contribute to the field of Distance Learning through Learning
Analytics. We propose a methodological framework based on network analysis metrics to …

CeKT: Knowledge Tracing for Predicting Collective Performance on Exercise Sequence

Z Zheng, Z Wu, Z Tari, J Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The integration of artificial intelligence has become a hot topic in the field of education.
However, current studies primarily focus on personalization for learners, with the aim of …

[HTML][HTML] Comparing computational algorithms for team formation in the classroom: a classroom experience

V Sanchez-Anguix, JM Alberola, E Del Val… - Applied …, 2023 - Springer
Throughout recent years, several researchers have proposed computational tools and
algorithms to support team formation in the classroom. The result is that team formation …

Analyzing Proficiency Patterns in Test Results Using Clustering and Augmentation Algorithms

E Deviatiarova, S Fadeev, A Dukhanov - Procedia Computer Science, 2023 - Elsevier
This research investigates the utilization of student clustering based on test results and its
potential impact on student grouping interpretation. The primary objective is to discern …

[HTML][HTML] An application of Computational Intelligence in group formation for digital drama education

K Mastrothanasis, K Zervoudakis, M Kladaki - Iran Journal of Computer …, 2024 - Springer
Unveiling the intersection of technology and art, this research aims to explore the vital role of
Computational Intelligence (CI) techniques in shaping digital theater performances within …