TY  - CONF
AU  - Strube, Michael
AU  - Ponzetto, Simone Paolo
A2  - 
T1  - WikiRelate! Computing Semantic Relatedness Using Wikipedia.
T2  - AAAI
PB  - AAAI Press
CY  - 
PY  - 2006/
M2  - 
VL  - 
IS  - 
SP  - 
EP  - 
UR  - http://www.dit.unitn.it/~p2p/RelatedWork/Matching/aaai06.pdf
M3  - 
KW  - ol_web2.0
KW  - semantic_relatedness
KW  - wikipedia
KW  - wikirelate
KW  - data_wikis
L1  - 
SN  - 
N1  - dblp
N1  - 
AB  - Wikipedia provides a knowledge base for computing word relatedness in a more structured fashion than a search engine and with more coverage than WordNet. In this work we present experiments on using Wikipedia for computing semantic relatedness and compare it to WordNet on various benchmarking datasets. Existing relatedness measures perform better using Wikipedia than a baseline given by Google counts, and we show that Wikipedia outperforms WordNet when applied to the largest available dataset designed for that purpose. The best results on this dataset are obtained by integrating Google, WordNet and Wikipedia based measures. We also show that including Wikipedia improves the performance of an NLP application processing naturally occurring texts.
ER  -