A Model for Dynamic Integration of Ontologies in P2P/DAKS Coalitions

Author

Deen, S.M. ; Ponnamperuma, K. ; Takizawa, M.

Author_Institution

Univ. of Keele, Newcastle under Lyme

fYear

2008

fDate

25-28 March 2008

Firstpage

1028

Lastpage

1033

Abstract

The paper presents a model for the dynamic integration of global ontologies from peer ontologies in peer to peer data and knowledge sharing (P2P/DAKS) networks, and demonstrates its effectiveness. The peer ontologies from peer schemas (possibly heterogeneous) have to be created within some rules, as discussed. The integration is carried out with the help of a graph based inclusion algorithm to determine the semantic closeness of inter-ontology concepts. The effectiveness of the model is demonstrated by comparing its results with those of a WordNet-based approach.

Keywords

graph theory; ontologies (artificial intelligence); peer-to-peer computing; P2P-data and knowledge sharing; WordNet-based approach; dynamic integration model; graph based inclusion algorithm; inter-ontology concepts; peer ontologies; Application software; Automatic control; Computer science; Data engineering; Database systems; Knowledge engineering; Ontologies; Scalability; Systems engineering and theory; Taxonomy; Data and Knowledge Sharing; Ontology Integration; P2P coalitions;

fLanguage

English

Publisher

ieee

Conference_Titel

Advanced Information Networking and Applications, 2008. AINA 2008. 22nd International Conference on

Conference_Location

Okinawa

ISSN

1550-445X

Print_ISBN

978-0-7695-3095-6

Type

conf

DOI

10.1109/AINA.2008.42

Filename

4482819