Large-Scale Taxonomy Mapping for Restructuring and Integrating Wikipedia

Simone Paolo Ponzetto, Roberto Navigli
2009 International Joint Conference on Artificial Intelligence  
We present a knowledge-rich methodology for disambiguating Wikipedia categories with WordNet synsets and using this semantic information to restructure a taxonomy automatically generated from the Wikipedia system of categories. We evaluate against a manual gold standard and show that both category disambiguation and taxonomy restructuring perform with high accuracy. Besides, we assess these methods on automatically generated datasets and show that we are able to effectively enrich WordNet with
more » ... large number of instances from Wikipedia. Our approach produces an integrated resource, thus bringing together the fine-grained classification of instances in Wikipedia and a wellstructured top-level taxonomy from WordNet.
dblp:conf/ijcai/PonzettoN09 fatcat:tmow6sowjvadpkqppsh3akmary