Clustering-based knowledge graphs and entity-relation representation improves the detection of at risk students

B Albreiki, T Habuza, N Palakkal, N Zaki - Education and Information …, 2024 - Springer
The nature of education has been transformed by technological advances and online
learning platforms, providing educational institutions with more options than ever to thrive in …

Multi-source education knowledge graph construction and fusion for college curricula

Z Li, L Cheng, C Zhang, X Zhu… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The field of education has undergone a significant transformation due to the rapid
advancements in Artificial Intelligence (AI). Among the various AI technologies, Knowledge …

Modeling students' performance using graph convolutional networks

AA Mubarak, H Cao, IM Hezam, F Hao - Complex & Intelligent Systems, 2022 - Springer
Many models were recently proposed to classify students, relying on a large amount of pre-
labeled data to verify their classification effectiveness. However, those models lack to …

Aiseckg: Knowledge graph dataset for cybersecurity education

G Agrawal - AAAI-MAKE 2023: Challenges Requiring the …, 2023 - par.nsf.gov
Cybersecurity education is exceptionally challenging as it involves learning the complex
attacks; tools and developing critical problem-solving skills to defend the systems. For a …

A Survey of Knowledge Graph Approaches and Applications in Education

K Qu, KC Li, BTM Wong, MMF Wu, M Liu - Electronics, 2024 - mdpi.com
This paper presents a comprehensive survey of knowledge graphs in education. It covers
the patterns and prospects of research in this area. A total of 48 relevant publications …

The construction of knowledge graph for personalized online teaching

Z Gong, X Yu, W Fu, X Che, Q Mao, X Zheng - Data Mining and Big Data …, 2021 - Springer
The knowledge graph (KG) is widely used in various fields recently, while there are few
achievements of knowledge graph related to educational applications. In this paper, some …

An automatic knowledge graph construction system for K-12 education

P Chen, Y Lu, VW Zheng, X Chen, X Li - Proceedings of the fifth annual …, 2018 - dl.acm.org
Motivated by the pressing need of educational applications with knowledge graph, we
develop a system, called K12EduKG, to automatically construct knowledge graphs for K-12 …

Effects of an intelligent cues recognition-based multilevel knowledge graphs generation method on students in online learning environments

X Xiao, Z Fang, S Zou, C Zhang… - Interactive Learning …, 2023 - Taylor & Francis
Online learning has been greatly widespread since the explosion of COVID-19. However,
due to the lack of interaction between teachers and students in online courses, it is very …

Knowedu: A system to construct knowledge graph for education

P Chen, Y Lu, VW Zheng, X Chen, B Yang - Ieee Access, 2018 - ieeexplore.ieee.org
Motivated by the vast applications of knowledge graph and the increasing demand in
education domain, we propose a system, called KnowEdu, to automatically construct …

A systematic literature review of knowledge graph construction and application in education

B Abu-Salih, S Alotaibi - Heliyon, 2024 - cell.com
In the dynamic landscape of modern education, the search for improved pedagogical
methods, enriched learning experiences, and empowered educators remains a perpetual …