Machine learning for web-based SCSE course review system

• Main Author: Nan, Eindray Hsu
• Other Authors: Hui Siu Cheung
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/168262
• Institution: Nanyang Technological University

This report presents the development of Schedule Planner And Course Evaluation (SPACE), a web-based platform designed to help NTU students manage, plan and review courses. Led by Associate Professor Hui Siu Cheung, the development of SPACE is an ongoing project that was initially created by Png Qun Jia as a prototype using the Django framework. The system was further improved by populating it with real data to make it operational for actual use, and new features were introduced through the use of machine learning techniques and algorithms by Pang Yu Shao. The project underwent enhancements through the addition of new features, bug fixing, library updating, and version upgrading to improve its functionality and performance. The purpose of this report is to document the process of operationalizing the system from its prototype stage and to provide an in-depth overview of the implementation of the various new features that were added.