DocumentCode
569308
Title
Towards Efficient Sport Data Integration through Semantic Annotation
Author
Nguyen, Quang-Minh ; Cao, Tuan-Dung ; Nguyen, Hoang-Cong ; Hagino, Tatsuya
Author_Institution
Sch. of Electron. & Telecommun., Hanoi Univ. of Sci. & Technol., Hanoi, Vietnam
fYear
2012
fDate
17-19 Aug. 2012
Firstpage
99
Lastpage
106
Abstract
In news genre, the sport domain is one of great interest to audiences on many occasions. The explosion of Internet these days leads to many obstacles for users in searching information due to enormous amount of data collected from multiple media streams. In this case, Semantic Web is believed to bring a solution for information integration. In this paper, we introduce a novel approach for an integration system of sports information using semantic web. Semantic annotation of sport news on the web is a way to bring success to our system. We propose an algorithm to generate semantic annotations of sport news that relies on the ontology. Named entities recognition is improved by integrating the KIM information extraction system with this ontology, which is dedicated for sport domain. The concepts and relations of ontology detected in the text are combined with these entities to capture the semantic. Initial experiments on soccer news demonstrated promising results.
Keywords
data integration; knowledge acquisition; ontologies (artificial intelligence); semantic Web; sport; Internet; KIM information extraction system; multiple media streams; named entities recognition; semantic Web; soccer news; sport data integration; sport domain; sport semantic annotation; sports information integration system; text ontology detection; Educational institutions; Information retrieval; Knowledge based systems; Ontologies; Organizations; Semantic Web; Semantics; Information integration; Ontology; semantic annotation generation; semantic web;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge and Systems Engineering (KSE), 2012 Fourth International Conference on
Conference_Location
Danang
Print_ISBN
978-1-4673-2171-6
Type
conf
DOI
10.1109/KSE.2012.21
Filename
6299405
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