Unsupervised Deep Clustering With Hard Balanced Constraint: Application in Disciplinary-Focused Student Section Formation

Unsupervised Deep Clustering With Hard Balanced Constraint: Application in Disciplinary-Focused Student Section Formation

Effective student group formation is crucial in higher education to foster collaborative learning environments. Grouping students by academic disciplines enhances peer-to-peer interactions and facilitates in-depth discussions on specialized topics. However, due to classroom space and resource constr...

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Bibliographic Details
Main Authors: Siripinyo Chantamunee, Pornpon Thamrongrat, Putthiporn Thanathamathee, Kannattha Chaisriya, Dinna Nina Mohd Nizam
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Hard balanced clustering
balanced clustering
deep clustering
deep autoencoder
group formation
Online Access:https://ieeexplore.ieee.org/document/10586979/

Internet

https://ieeexplore.ieee.org/document/10586979/

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