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 …

Knowledge graphs in education and employability: A survey on applications and techniques

Y Fettach, M Ghogho, B Benatallah - IEEE Access, 2022 - ieeexplore.ieee.org
Studies on the relationship between education and employability are of paramount
importance for policy makers, training institutions, companies and students. The availability …

Automatic learning path creation using OER: a systematic literature map**

A Siren, V Tzerpos - IEEE Transactions on Learning …, 2022 - ieeexplore.ieee.org
Learning paths are curated sequences of resources organized in a way that a learner has all
the prerequisite knowledge needed to achieve their learning goals. In this article, we …

A survey of smart learning practices: contexts, benefits, and challenges

BTM Wong, KC Li, THT Chan - International Journal of …, 2023 - inderscienceonline.com
Smart learning has emerged as a significant area of inquiry in both research and practice.
However, related reviews of this area have given scant scholarly attention to its research …

Ontology-mediated historical data modeling: theoretical and practical tools for an integrated construction of the past

E Travé Allepuz, P del Fresno Bernal, A Mauri Martí - Information, 2020 - mdpi.com
Building upon the concepts of constructed past theory, this paper introduces the outcome of
ontology-mediated data modeling developed by the authors within the last 15 years …

Prerequisites-based course recommendation: recommending learning objects using concept prerequisites and metadata matching

A Chanaa, N El Faddouli - Smart Learning Environments, 2024 - Springer
The recommendation is an active area of scientific research; it is also a challenging and
fundamental problem in online education. However, classical recommender systems usually …

Effects of a knowledge graph-based learning approach on student performance and experience

K Qu, KC Li, BTM Wong, M Liu… - … Journal of Mobile …, 2024 - inderscienceonline.com
This paper presents a knowledge graph-based learning approach, featuring knowledge
graphs for concept visualisation and information retrieval. It illustrates the development of a …

Analisis kedalaman dan keterkaitan antar konsep pada pembelajaran IPA di masa pandemi

AA Mufida, A Widodo - Jurnal Inovasi Pendidikan IPA, 2021 - scholarhub.uny.ac.id
Paper ini bertujuan untuk menunjukkan hasil analisis kedalaman dan keterkaitan antar
konsep pada materi interaksi makhluk hidup dengan lingkungan dan materi pencemaran …

Discovering prerequisite relations using large language models

MC Aytekin, Y Saygín - Interactive Learning Environments, 2024 - Taylor & Francis
Automatic detection of prerequisite relations between concepts in education has always
been a challenging AI task for researchers. Identification of prerequisite relations enables …

ACE: AI-Assisted Construction of Educational Knowledge Graphs with Prerequisite Relations

MC Aytekin, Y Saygın - Journal of …, 2024 - jedm.educationaldatamining.org
Abstract Knowledge graphs are effective tools for organizing information. In this work, we
focus on a specialized type of Knowledge Graph called an Educational Knowledge Graph …