DocumentCode
3373748
Title
Improved algorithm of ontology mapping based on semantic Web
Author
Lihua Zhang ; Gaoyuan Liu ; Xinfa Dong
Author_Institution
Pingdingshan Financial Sch., Pingdingshan, China
Volume
9
fYear
2011
fDate
12-14 Aug. 2011
Firstpage
4802
Lastpage
4804
Abstract
This paper analyzes the two existing problems in ontology matching algorithm based on semantic Web. It presents a new algorithm, which uses ontology matching based on virtual document to retrieval synset in the WordNet, and changes a single concept used by ontology searching into a concept set, so it can enlarge searching scope and obtain more background ontology. It uses dynamic ontology matching based on semantic environment to exclude wrong background ontology, so it can get more precision in ontology collecting. Experimental result shows precision and recall of matching improved effectively by using the improved algorithm.
Keywords
document handling; information retrieval; ontologies (artificial intelligence); semantic Web; WordNet; background ontology; ontology mapping; ontology matching algorithm; ontology searching; retrieval synset; semantic Web; virtual document; Algorithm design and analysis; Heuristic algorithms; Ontologies; Semantic Web; Semantics; Vocabulary; mapping; ontology; semantic Web;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location
Harbin, Heilongjiang
Print_ISBN
978-1-61284-087-1
Type
conf
DOI
10.1109/EMEIT.2011.6024113
Filename
6024113
Link To Document