The week's pick
Reseach Article
Towards Exploring Semantic Similarity based on WordNet Semantic Dictionary
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 66 - Number 6 |
| Year of Publication: 2013 |
| Authors: Alaa Qasim Mohammed Salih |
10.5120/11090-6042
|
Alaa Qasim Mohammed Salih . Towards Exploring Semantic Similarity based on WordNet Semantic Dictionary. International Journal of Computer Applications. 66, 6 ( March 2013), 24-28. DOI=10.5120/11090-6042
Abstract
The main challenge in the area of Information Retrieval (IR) and Natural Language Processing (NLP) is the characteristics of synonymy and polysemy that exist in words of natural language. The capability of natural language interfaces to the semantic search engine can be improved by both the knowledge extraction and semantic data. The combining of information can make the integration and sharing of distributed data sources easily. This will assist the user to have the required information efficiently and easily. In this paper, some concerns of evolving algorithm to capture the semantic similarity among sentences based on WordNet semantic dictionaryis presented. The proposed algorithm will be relying on a number of resources including Ontology and WordNet.
References
- Ala'aQasim Al-Namiy, (2009); "Towards Automatic Extracted Semantic Annotation (ESA)", IEEE International Conference on Information Processing, 2009. APCIP 2009. Asia-Pacific, Shenzhen, China. Conference on. Issue Date: 18-19 July 2009. Volume: 2, Page(s): 614 – 617.
- AtanasKiryakov, Borislav Popov, Ivan Terziev, DimitarManov and DamyanOgnyanoff, (2005); "Semantic Annotation, Indexing, and Retrieval ", Elsevier's Journal of Web Semantics, Vol. 2, Issue (1), 2005.
- Brian McBride, (2002). "Jena: A Semantic Web Toolkit", Journal of IEEE Internet Computing, Vol. 6, no. 6, November/December 2002, pp. 55-59.
- Budanitsky, A. , Hirst, G. : Evaluating WordnetBased Measures of Semantic Distance. Computational Linguistics 32(1), 13–47 (2006).
- Guo and Ren. Towards the Relationship BetweenSemantic Web and NLP, Proceedings of IEEE International Conference on Natural Language Processing and Knowledge Engineering, 2009. NLP-KE 2009, (Sept 24-27),Dalian, China, pp. 1-8.
- Jung AeKwak and Hwan- Seung Yong, "Ontology Matching Based On Hypernym, Hyponym, Holonym, and Meronym Sets in WordNet", International Journal of Web & Semantic Technology (IJWesT), April 2010.
- McBride, B. , (2001). "Jena: Implement-ing the RDF Model and Syntax Specification", Hewlett Packard Laboratories, Filton Road, Stoke Gifford, Bristol, UK. http://sunsite. informatik. rwth-aachen. de/Publications/CEUR-WS/Vol. 40/mcbride. pdf
- Stefan Bischof, Stefan Decker, Thomas Krennwallner, and Axel Polleres, (2012); "Mapping between RDF and XML with XSPARQL", Journal on Data Semantics, Vol. 1, no. 3, September, pp. 147-185.
Index Terms
Keywords