Next-term grade prediction: A machine learning approach

• Main Authors: WIDJAJA, Audrey Tedja, WANG, Lei, TRUONG TRONG, Nghia, GUNAWAN, Aldy, LIM, Ee-peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Grade prediction; Factorization machine; Long short term memory; Categorical Data Analysis; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/5268; https://ink.library.smu.edu.sg/context/sis_research/article/6271/viewcontent/paper_97_pvoa.pdf
• Institution: Singapore Management University

As students progress in their university programs, they have to face many course choices. It is important for them to receive guidance based on not only their interest, but also the "predicted" course performance so as to improve learning experience and optimise academic performance. In th...