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

• المؤلفون الرئيسيون: Ng, Kelvin Hongrui, Tatinati, Sivanagaraja, Khong, Andy Wai Hoong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Grade Prediction; Deep Neural Network
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/159723
• المؤسسة: 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...