NDLI: Disjoint-Knowledge Analysis and Preservation in Ontology Merging Process

Content Provider	IEEE Xplore Digital Library
Author	Fahad, M. Moalla, N. Bouras, A. Qadir, M.A. Farukh, M.
Copyright Year	2010
Abstract	Ontology mapping and merging systems play a vital role that aim at promoting automatic interoperability among different heterogeneous systems, agents, web services or groups in open environments such as Semantic Web. These systems help ontologists to resolve different types of conflicts among local ontologies to produce global merged ontology. This paper provides three contributions to the study and design of ontology merging systems that provides complete, consistent and coherent merged global ontology. First, we analyze that one of the important merge requirements is ignored yet by state-of-the-art ontology mapping and merging systems, i.e., Disjoint-knowledge Preservation between concepts. Second, we introduce another type of semantic conflict, which needs attention for consistent and coherent merged ontology, i.e., Alignment Conflict among disjoint relations. Third, we present an overview of our semantic-based ontology merger, DKP-OM, as a solution for the generation of global merged ontology that is consistent, coherent and complete with respect to local ontologies. We conclude that disjoint knowledge analysis for ontology merging is very much helpful for the detection of inconsistent initial mappings that originate from concept name or instance matching strategies, reduce search space for concept matching, and promote consistent computation by exploiting reliable logical inference on facts by axiomatization.
Starting Page	422
Ending Page	428
File Size	756723
Page Count	7
File Format	PDF
ISBN	9781424477883
DOI	10.1109/ICSEA.2010.72
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-22
Publisher Place	France
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ontologies Merging Semantics OWL Pragmatics Redundancy Cognition Consistent Global Merged Ontology Disjoint knowledge Ontology Mapping and Merging Ontology Errors
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

OWLDiff: A Practical Tool for Comparison and Merge of OWL Ontologies

Semantic Inconsistency Errors in Ontology

Survey on the literature of ontology mapping, alignment and merging

An approach of refining the merged ontology

Positioning coverage mismatch in ontology integration for OWL-based ontology

CODE (Common Ontology DEvelopment): A Knowledge Integration Approach from Multiple Ontologies

Simplified Approach for Representing Part-Whole Relations in OWL-DL Ontologies

A genaric framework for evaluation of ontology to relational database transformation process

Semantic enrichment in ontology mapping using concept similarity computing

Disjoint-Knowledge Analysis and Preservation in Ontology Merging Process

Similar Documents

OWLDiff: A Practical Tool for Comparison and Merge of OWL Ontologies

Semantic Inconsistency Errors in Ontology

Survey on the literature of ontology mapping, alignment and merging

An approach of refining the merged ontology

Positioning coverage mismatch in ontology integration for OWL-based ontology

CODE (Common Ontology DEvelopment): A Knowledge Integration Approach from Multiple Ontologies

Simplified Approach for Representing Part-Whole Relations in OWL-DL Ontologies

A genaric framework for evaluation of ontology to relational database transformation process

Semantic enrichment in ontology mapping using concept similarity computing

Disjoint-Knowledge Analysis and Preservation in Ontology Merging Process