TY - GEN
T1 - Fully unsupervised discovery of concept-specific relationships by web mining
AU - Davidov, Dmitry
AU - Rappoport, Ari
AU - Koppel, Moshe
PY - 2007
Y1 - 2007
N2 - We present a web mining method for discovering and enhancing relationships in which a specified concept (word class) participates. We discover a whole range of relationships focused on the given concept, rather than generic known relationships as in most previous work. Our method is based on clustering patterns that contain concept words and other words related to them. We evaluate the method on three different rich concepts and find that in each case the method generates a broad variety of relationships with good precision.
AB - We present a web mining method for discovering and enhancing relationships in which a specified concept (word class) participates. We discover a whole range of relationships focused on the given concept, rather than generic known relationships as in most previous work. Our method is based on clustering patterns that contain concept words and other words related to them. We evaluate the method on three different rich concepts and find that in each case the method generates a broad variety of relationships with good precision.
UR - http://www.scopus.com/inward/record.url?scp=84860511224&partnerID=8YFLogxK
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AN - SCOPUS:84860511224
SN - 9781932432862
T3 - ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics
SP - 232
EP - 239
BT - ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics
T2 - 45th Annual Meeting of the Association for Computational Linguistics, ACL 2007
Y2 - 23 June 2007 through 30 June 2007
ER -