Learning analytics tool for student performance
This project presents the design and implementation of a Learning Analytics Tool designed to enhance the educational experience for secondary school students and teachers. This tool’s main objective is to provide insightful data visualizations of student performance, facilitate personalized learn...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/175070 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | This project presents the design and implementation of a Learning Analytics Tool designed to
enhance the educational experience for secondary school students and teachers. This tool’s main
objective is to provide insightful data visualizations of student performance, facilitate
personalized learning experiences, and encourage active engagement in a student’s learning
journey. The system features a user-friendly web application that supports features such as
dashboard visualizations, adaptive quizzes, and sentiment analysis of discussion forums for
students and teachers to interact with. Through a comprehensive system design and
implementation process, the tool demonstrates the potential to bridge the gap in the utilization of
learning analytics within secondary education, offering a potentially scalable solution to enhance
learning outcomes in schools. |
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