213 citations · 225 across the 6 of their papers we have counts for
6 papers
Temporal Graph Memory Networks For Knowledge Tracing
Seif Gad, Sherif Abdelfattah, Ghodai Abdelrahman
Tracing a student's knowledge growth given the past exercise answering is a vital objective in automatic tutoring systems to customize the learning experience. Yet, achieving this…
DBE-KT22: A Knowledge Tracing Dataset Based on Online Student Evaluation
Ghodai Abdelrahman, Sherif Abdelfattah, Qing Wang +1
Online education has gained an increasing importance over the last decade for providing affordable high-quality education to students worldwide. This has been further magnified dur…
Knowledge Tracing: A Survey
Ghodai Abdelrahman, Qing Wang, Bernardo Pereira Nunes
Humans ability to transfer knowledge through teaching is one of the essential aspects for human intelligence. A human teacher can track the knowledge of students to customize the t…
Learning Data Teaching Strategies Via Knowledge Tracing
Ghodai Abdelrahman, Qing Wang
Teaching plays a fundamental role in human learning. Typically, a human teaching strategy would involve assessing a student's knowledge progress for tailoring the teaching material…
Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing
Ghodai Abdelrahman, Qing Wang
Tracing a student's knowledge is vital for tailoring the learning experience. Recent knowledge tracing methods tend to respond to these challenges by modelling knowledge state dyna…
Knowledge Tracing with Sequential Key-Value Memory Networks
Ghodai Abdelrahman, Qing Wang
Can machines trace human knowledge like humans? Knowledge tracing (KT) is a fundamental task in a wide range of applications in education, such as massive open online courses (MOOC…