DocumentCode
2921579
Title
Exploiting Arabic Wikipedia for automatic ontology generation: A proposed approach
Author
Al-Rajebah, Nora I. ; Al-Khalifa, Hend S. ; Al-Salman, AbdulMalik S.
Author_Institution
Inf. Technol. Dept., King Saud Univ., Riyadh, Saudi Arabia
fYear
2011
fDate
28-29 June 2011
Firstpage
70
Lastpage
76
Abstract
Ontological models play an important role in the Semantic Web. Despite being widely spread, there are a few known attempts to build ontologies for the Arabic language. As a result, a lack of Arabic Semantic Web applications is encountered. In this paper, we propose an approach to build ontologies automatically for the Arabic language from Wikipedia. Our approach relies on the semantic field theory such that any Wikipedian article is analyzed to extract semantic relations using its infobox and the list of categories. We will also present our system architecture along with an initial evaluation to evaluate the effectiveness and correctness of the resultant ontological model.
Keywords
Web sites; encyclopaedias; natural language processing; ontologies (artificial intelligence); semantic Web; Arabic Wikipedia; Arabic language; automatic ontology generation; knowledge representation; ontological model; semantic Web; semantic field theory; Electronic publishing; Encyclopedias; Feature extraction; Internet; Ontologies; Semantics; Knowledge Representation; Ontology; Relation Extraction; Wikipedia;
fLanguage
English
Publisher
ieee
Conference_Titel
Semantic Technology and Information Retrieval (STAIR), 2011 International Conference on
Conference_Location
Putrajaya
Print_ISBN
978-1-61284-354-4
Electronic_ISBN
978-1-61284-353-7
Type
conf
DOI
10.1109/STAIR.2011.5995767
Filename
5995767
Link To Document