[HTML][HTML] ConceptGCN: Knowledge concept recommendation in MOOCs based on knowledge graph convolutional networks and SBERT
Abstract Massive Open Online Courses (MOOCs) have gained popularity in the technology-
enhanced learning (TEL) domain. To enhance the learning experience in MOOCs …
enhanced learning (TEL) domain. To enhance the learning experience in MOOCs …
[HTML][HTML] A Survey of Knowledge Graph Approaches and Applications in Education
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 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
Learner modeling is pivotal in different applications of adaptive and personalized systems in
the educational domain, such as recommender systems and intelligent tutoring systems …
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 …
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 …
high-speed rail and nuclear power equipment, their production process involves in-depth …
Learner Modeling and Recommendation of Learning Resources using Personal Knowledge Graphs
Educational recommender systems (ERS) are playing a pivotal role in providing
recommendations of personalized resources and activities to students, tailored to their …
recommendations of personalized resources and activities to students, tailored to their …
Educational Knowledge Graph Creation and Augmentation via LLMs
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) …
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 …
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 …
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 …
data is growing exponentially, and the news industry is generating massive text data every …