Analysis of ontology networks

Miloš Savić, Mirjana Ivanović, Lakhmi C. Jain

Research output: A Conference proceeding or a Chapter in BookChapter

2 Citations (Scopus)

Abstract

In computer and information sciences, an ontology is, in its essence, a named set of axioms encoding a network of relationships and dependencies between ontological entities present in a knowledge domain. With the rise of Semantic Web technologies, real-world ontologies have become considerably large leading to complex ontology networks. In this chapter we firstly present an overview of previous research works dealing with analysis of ontology networks. Nodes of ontology networks can be enriched with various metrics reflecting complexity and quality attributes of corresponding ontological entities. On a case study involving one large-scale modularized ontology, we demonstrate that analysis of enriched ontology networks can help ontology engineers not only to understand the structural complexity of ontologies, but also to evaluate their quality with respect to well-established modular design principles.

Original languageEnglish
Title of host publicationComplex Networks in Software, Knowledge, and Social Systems
EditorsMiloš Savić, Mirjana Ivanović, Lakhmi C. Jain
Place of PublicationCham, Switzerland
PublisherSpringer
Chapter4
Pages143-175
Number of pages33
Volume148
ISBN (Electronic)9783319911960
ISBN (Print)9783319911946
DOIs
Publication statusPublished - 2019

Publication series

NameIntelligent Systems Reference Library
Volume148
ISSN (Print)1868-4394
ISSN (Electronic)1868-4408

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  • Cite this

    Savić, M., Ivanović, M., & Jain, L. C. (2019). Analysis of ontology networks. In M. Savić, M. Ivanović, & L. C. Jain (Eds.), Complex Networks in Software, Knowledge, and Social Systems (Vol. 148, pp. 143-175). (Intelligent Systems Reference Library; Vol. 148). Springer. https://doi.org/10.1007/978-3-319-91196-0_4