Pregled bibliografske jedinice broj: 593589
Automated weighted aggregation in an ontology matching system
Automated weighted aggregation in an ontology matching system // International Journal of Metadata, Semantics and Ontologies, 7 (2012), 1; 55-64 doi:10.1504/IJMSO.2012.048510 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 593589 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Automated weighted aggregation in an ontology matching system
Autori
Gulić, Marko ; Magdalenić, Ivan ; Vrdoljak, Boris
Izvornik
International Journal of Metadata, Semantics and Ontologies (1744-2621) 7
(2012), 1;
55-64
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
ontology matching ; parallel matching systems ; weighted aggregation ; ontology integration ; semantic relationships
Sažetak
Ontology matching is the process of finding semantic relationships between entities of different ontologies. It plays an important role in the integration of heterogeneous data sources. To find semantic correspondences between entities, various matchers can be used. When multiple matchers are integrated into a matching system, the issue of combining these matchers together and determining the importance of every basic matcher arises. In a parallel composition of basic matchers, several matchers are used independently and then their results are aggregated. In this paper, we propose a method for automatically determining weights of basic matchers in their parallel composition and the architecture of the matching system. An evaluation of the method is performed on case study examples concerning the matching of four ontology pairs and a comparison with other aggregation methods is given. Additionally, the architecture of the matching system based on our automatic weighted aggregation method is presented.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo, Informacijske i komunikacijske znanosti
POVEZANOST RADA
Projekti:
016-0161199-1715 - Informacijska infrastruktura i interoperabilnost (Vrček, Neven, MZOS ) ( CroRIS)
016-0161741-1739 - Razvoj informacijske infrastrukture i deduktivnih mehanizama Semantičkog Weba (Čubrilo, Mirko, MZOS ) ( CroRIS)
036-0361983-2012 - Semantička integracija heterogenih izvorišta podataka (Baranović, Mirta, MZO ) ( CroRIS)
036-0362027-1638 - Umrežena ekonomija (Skočir, Zoran, MZO ) ( CroRIS)
112-1121722-3314 - Informacijsko-komunikacijske tehnologije u inteligentnim pomorskim sustavima (Tomas, Vinko, MZOS ) ( CroRIS)
Ustanove:
Fakultet organizacije i informatike, Varaždin,
Fakultet elektrotehnike i računarstva, Zagreb
Citiraj ovu publikaciju:
Časopis indeksira:
- Scopus
Uključenost u ostale bibliografske baze podataka::
- Computer and Information Systems Abstracts
- INSPEC
- Scopus (Elsevier), Compendex (Elsevier), Academic OneFile (Gale), ACM Digital Library, Scirus (Elsevier)
