A personalized e-learning system is effective in imparting enhanced learning to its users. As compared to a conventional e-learning system, which provides similar contents to each …
Abstract The goal of Knowledge Tracing (KT) is to estimate how well students have mastered a concept based on their historical learning of related exercises. The benefit of …
X Song, J Li, T Cai, S Yang, T Yang, C Liu - Knowledge-Based Systems, 2022 - Elsevier
Abstract “Knowledge tracing (KT)” is an emerging and popular research topic in the field of online education that seeks to assess students' mastery of a concept based on their …
Abstract Knowledge Tracing (KT) aims to trace the student's state of evolutionary mastery for a particular knowledge or concept based on the student's historical learning interactions with …
For offering proactive services (eg, personalized exercise recommendation) to the students in computer supported intelligent education, one of the fundamental tasks is predicting …
High-quality education is one of the keys to achieving a more sustainable world. In contrast to traditional face-to-face classroom education, online education enables us to record and …
Educational data mining is an emerging interdisciplinary research area involving both education and informatics. It has become an imperative research area due to many …
S Pandey, J Srivastava - Proceedings of the 29th ACM international …, 2020 - dl.acm.org
The world has transitioned into a new phase of online learning in response to the recent Covid19 pandemic. Now more than ever, it has become paramount to push the limits of …
Cognitive diagnosis is a fundamental issue in intelligent education, which aims to discover the proficiency level of students on specific knowledge concepts. Existing approaches …