Ivannikov Institute for System Programming of the RAS


A Category-Driven Approach to Deriving Domain Specific Subset of Wikipedia.

Authors

Korshunov A., Turdakov D., Jeong J., Lee M., Moon Ch.

Abstract

While many researchers attempt to build up different kinds of ontologies by means of Wikipedia, the possibility of deriving highquality domain specific subset of Wikipedia using its own category structure still remains undervalued. We prove the necessity of such processing in this paper and also propose an appropriate technique. As a result, the size of knowledge base for our text processing framework has been reduced by more than order, while the precision of disambiguating musical metadata (ID3 tags) has decreased from 98% to 64%.

Full text of the paper in pdf

Edition

Proceedings of SYRCoDIS'11: The Seventh Spring Researchers Colloquium on Databases and Information Systems, 2011, pp. 43-53

Research Group

Information Systems

All publications during 2011 All publications