Wu and Weld WWW 2008
Citation
Wu, F. and Weld, D. 2008. Automatically Refining the Wikipedia Infobox Ontology. In Proceedings of the 17th Conference of the World Wide Web, pp. 635-644, ACM, New York.
Online version
Summary
This is an early and influential paper presenting an unsupervised approach to review classification. There are three basic ideas introduced here.
This is a paper that introduces an autonomous system for refining Wikipedia’s infobox information schema to create a cleanly-structured ontology that allows accurate extraction of semantic knowledge from natural language text. The ontology refinement problem is solved using both Support Vector Machines and a more powerful joint-inference approach expressed in Markov Logic Networks.
Experimental Result
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Related papers
This paper is based on Wu and Weld CIKM 2007.
