[HTML][HTML] ConceptGCN: Knowledge concept recommendation in MOOCs based on knowledge graph convolutional networks and SBERT

R Alatrash, MA Chatti, QU Ain, Y Fang… - … and Education: Artificial …, 2024 - Elsevier
Abstract Massive Open Online Courses (MOOCs) have gained popularity in the technology-
enhanced learning (TEL) domain. To enhance the learning experience in MOOCs …

[HTML][HTML] 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 …

Transparent Learner Knowledge State Modeling using Personal Knowledge Graphs and Graph Neural Networks

R Alatrash, MA Chatti, QU Ain, S Joarder - Adjunct Proceedings of the …, 2024 - dl.acm.org
Learner modeling is pivotal in different applications of adaptive and personalized systems in
the educational domain, such as recommender systems and intelligent tutoring systems …

Is the Lecture Engaging for Learning? Lecture Voice Sentiment Analysis for Knowledge Graph-Supported Intelligent Lecturing Assistant (ILA) System

Y An, S Kolanupaka, J An, M Ma, U Chhatwal… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper introduces an intelligent lecturing assistant (ILA) system that utilizes a knowledge
graph to represent course content and optimal pedagogical strategies. The system is …

[HTML][HTML] Distant supervision knowledge extraction and knowledge graph construction method for supply chain management domain

F Huang, L Cheng - Autonomous Intelligent Systems, 2024 - Springer
As the core competitiveness of the national industry, large-scale equipment such as ships,
high-speed rail and nuclear power equipment, their production process involves in-depth …

Learner Modeling and Recommendation of Learning Resources using Personal Knowledge Graphs

QU Ain, MA Chatti, PA Meteng Kamdem… - Proceedings of the 14th …, 2024 - dl.acm.org
Educational recommender systems (ERS) are playing a pivotal role in providing
recommendations of personalized resources and activities to students, tailored to their …

Educational Knowledge Graph Creation and Augmentation via LLMs

G Jhajj, X Zhang, JR Gustafson, F Lin… - … Conference on Intelligent …, 2024 - Springer
In this study, we explore the efficacy of Generative AI and Large Language Models (LLMs) in
the tasks of constructing and completing Educational Knowledge Graphs (EduKGs) …

Knowledge Graphs for Competency-Based Education

A Linxen, F Endel, S Opel… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The project Knowledge Graphs for competency-based Education (KG4CBE) conducts
educational data science research to establish competency-based instruction in higher …

[PDF][PDF] Knowledge Graphs for Competency-Based Education (KG4CBE)

F Endel - 2024 - ub-deposit.fernuni-hagen.de
There are ongoing shifts in various domains, including higher education, towards a broader
application of educational and instructional design technologies, with a focus on …

Research on Knowledge Graph Construction Methods for News Domain

P Yang, B Song, Z Zhang - Academic Journal of Science and …, 2024 - drpress.org
With the rapid development of the Internet and artificial intelligence technology, massive text
data is growing exponentially, and the news industry is generating massive text data every …