Defining a knowledge graph development process through a systematic review

G Tamašauskaitė, P Groth - ACM Transactions on Software Engineering …, 2023 - dl.acm.org
Knowledge graphs are widely used in industry and studied within the academic community.
However, the models applied in the development of knowledge graphs vary. Analysing and …

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 …

Question answering system based on military knowledge graph

X Hou, C Zhu, Y Li, P Wang… - … Conference on Electronic …, 2022 - spiedigitallibrary.org
In the field of military equipment knowledge, there are a large number of equipment models,
weapon types, operating parameters and other time-frequency domain and airspace data …

Kcube: A knowledge graph university curriculum framework for student advising and career planning

Q Li, G Baciu, J Cao, X Huang, RC Li, PHF Ng… - … Conference on Blended …, 2022 - Springer
Abstract Knowledge representations and interactions are at the forefront of teaching,
learning, and career planning activities in all endeavors of education and career …

Annotation Protocol for Textbook Enrichment with Prerequisite Knowledge Graph

C Alzetta, I Torre, F Koceva - Technology, Knowledge and Learning, 2024 - Springer
Extracting and formally representing the knowledge embedded in textbooks, such as the
concepts explained and the relations between them, can support the provision of advanced …

Construction and application of a major-specific knowledge graph based on big data in education

Z Wu, F Jia - International Journal of Emerging Technologies in …, 2022 - learntechlib.org
The main problems lying in the learning process of learners in different majors are that they
study blindly and do not have a complex knowledge structure, which are seriously affecting …

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) …

Support for the Development of Educational Programs with Graph Database Technology

I Zinovieva, N Sytnyk, O Denisova… - Data-Centric Business …, 2024 - Springer
The paper discusses the challenges in training students as an qualified specialists in the
education system, particularly in higher education. It emphasizes the need for modern …

Developing a Data-Driven Emerging Skill Network Analytics Framework for Automated Employment Advert Evaluation.

X Liu, D Schwieger - Information Systems Education Journal, 2023 - ERIC
Rapid advancements and emergent technologies add an additional layer of complexity to
preparing computer science and information technology higher education students for …

BEKG: A built environment knowledge graph

X Yang, H Zhong, Z Wang, P Du, K Zhou… - Building Research & …, 2024 - Taylor & Francis
In recent years, the digitalization of the built environment has progressed rapidly due to the
development of modern design and construction technologies. However, the need for …