Grade prediction from multi-valued click-stream traces via Bayesian-regularized deep neural networks

• Main Authors: Ng, Kelvin Hongrui, Tatinati, Sivanagaraja, Khong, Andy Wai Hoong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Grade Prediction; Deep Neural Network
• Online Access: https://hdl.handle.net/10356/159723
• Institution: Nanyang Technological University

Learning activities that have been designed linearly in small private online courses and thematic massive open online courses often result in learners undergoing similar learning journeys. While most learners perform activities leading to similar click-stream sequences, they achieve contrasting grad...