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An Automatic Group Formation Tool for Team- Based Learning Using Fuzzy K- means Clustering Method

Rabindran, Barathie (2021) An Automatic Group Formation Tool for Team- Based Learning Using Fuzzy K- means Clustering Method. IRC, Universiti Teknologi PETRONAS. (Submitted)

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Abstract

The purpose of this project is to study the automatic group formation process for the lecturers and display it through an interactive dashboard using fuzzy clustering (k�means) that will enhance the students grouping system. The objectives achieved are first, to study and investigate the learning styles and personality traits of students. Second, is to develop an automatic tool for group formation based on learning styles and personality types using fuzzy clustering (k- means). One’s learning styles and personality traits influences the way they learn. Grouping a bunch of students with different types of learning styles and personality types is burdensome. Having a group with students that has both right learning styles and personality types will produce valuable results for a team-based learning experience. Hence, in this project, attempt was made to create an automated system that will form a group of students consisting right type of learners with right type of personalities.

Item Type: Final Year Project
Academic Subject : Academic Department - Information Communication Technology
Subject: Q Science > Q Science (General)
Divisions: Sciences and Information Technology > Computer and Information Sciences
Depositing User: Ahmad Suhairi Mohamed Lazim
Date Deposited: 13 Sep 2021 14:54
Last Modified: 13 Sep 2021 14:54
URI: http://utpedia.utp.edu.my/id/eprint/21000

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