The Eastasouth Journal of Information System and Computer Science
Vol. 3 No. 03 (2026): The Eastasouth Journal of Information System and Computer Science (ESISCS)

Knowledge Graphs in Information Systems: A Scopus Bibliometric Analysis of Research Evolution

Judijanto, Loso (Unknown)



Article Info

Publish Date
30 Apr 2026

Abstract

This study explores the evolution of knowledge graph research within the field of information systems through a comprehensive bibliometric analysis. Data were collected from Scopus and analyzed using quantitative techniques, including performance analysis and science mapping. Visualization was conducted using VOSviewer to examine co-authorship networks, citation structures, and keyword co-occurrence patterns. The results indicate a significant growth in publications, particularly after 2012, reflecting the increasing importance of knowledge graphs in data-driven environments. Co-authorship analysis reveals strong global collaboration, with dominant contributions from countries such as China and the United States. Citation analysis highlights foundational studies in bioinformatics, semantic networks, and graph-based learning as key drivers of the field. Meanwhile, keyword analysis shows a clear thematic shift from ontology and information management toward artificial intelligence, machine learning, natural language processing, and recommender systems. The overlay and density visualizations further confirm the emergence of application-oriented and AI-integrated research trends. Overall, this study provides a structured overview of the intellectual landscape of knowledge graph research and identifies future directions, particularly in the integration of knowledge graphs with advanced artificial intelligence technologies.

Copyrights © 2026






Journal Info

Abbrev

esiscs

Publisher

Subject

Computer Science & IT

Description

ESISCS - The Eastasouth Journal of Information System and Computer Science is a peer-reviewed journal and open access three times a year (April, August, December) published by Eastasouth Institute. ESISCS aims to publish articles in the field of Enterprise systems and applications, Database ...