Towards Multi-Level Hybrid Features To Resolve Mixed Entities
Ingyu Lee, Byung-Won On
International Journal of Computational Linguistics Research, Vol. 2, No. 2, 2011.
DOI: 
Link: http://www.dline.info/jcl/fulltext/v2n2/1.pdf
Abstract:
With the popularity of Internet, tremendous amount of unstructured information becomes available. Consequently, extracting related information from large corpus becomes popular and has been studied by many researchers. However, synonym and polysemy, miss spelling, and using abbreviation make the task difficult. Resolving those confusions is known as an Entity Resolution problem. In this paper, we are proposing a multi-level weighted hybrid feature scheme to resolve mixed entities among unstructured documents. Experimental results show that a weighted hybrid feature improves the accuracy and efficiency.