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 :
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