Unsupervised Deep Clustering with Hard Balanced Constraint: Application in Disciplinary-focused Student Section Formation
S Chantamunee, P Thamrongrat… - IEEE …, 2024 - ieeexplore.ieee.org
Effective student group formation is crucial in higher education to foster collaborative
learning environments. Grouping students by academic disciplines enhances peer-to-peer …
learning environments. Grouping students by academic disciplines enhances peer-to-peer …
[PDF][PDF] Determining optimal number of K for e-learning groups clustered using K-medoid
SAP Raj, P Vidyaathulasiraman - International Journal of Advanced …, 2021 - academia.edu
e-Learning is appropriate when the learners are grouped and facilitated to learn according
to their learning style and at their own pace. Elaborate researches have been proposed to …
to their learning style and at their own pace. Elaborate researches have been proposed to …
[PDF][PDF] Design of a Personalized Learning Management System: Enhancing Student Learning Preferences
IY Jibrin, KM Ibrahim - 2023 - arcnjournals.org
The rapid expansion of high-speed network connectivity has brought about a significant
transformation in multimedia experiences, prompting an increasing demand for e-learning …
transformation in multimedia experiences, prompting an increasing demand for e-learning …
Fixed-Sized Group Formation Using a Modified K-Means Clustering Algorithm
PA Walcott, G Rolle-Greenidge - EdMedia+ Innovate Learning, 2022 - learntechlib.org
Group formation is an important area of research given its application in online collaborative
learning tools. Although several approaches have been proposed, they do not necessarily …
learning tools. Although several approaches have been proposed, they do not necessarily …