TY - GEN
T1 - Automatically generating term-frequency-induced taxonomies
AU - Murthy, Karin
AU - Faruquie, Tanveer A.
AU - Subramaniam, L. Venkata
AU - Prasad, K. Hima
AU - Mohania, Mukesh
PY - 2010
Y1 - 2010
N2 - We propose a novel method to automatically acquire a term-frequency-based taxonomy from a corpus using an unsupervised method. A term-frequency-based taxonomy is useful for application domains where the frequency with which terms occur on their own and in combination with other terms imposes a natural term hierarchy. We highlight an application for our approach and demonstrate its effectiveness and robustness in extracting knowledge from real-world data.
AB - We propose a novel method to automatically acquire a term-frequency-based taxonomy from a corpus using an unsupervised method. A term-frequency-based taxonomy is useful for application domains where the frequency with which terms occur on their own and in combination with other terms imposes a natural term hierarchy. We highlight an application for our approach and demonstrate its effectiveness and robustness in extracting knowledge from real-world data.
UR - http://www.scopus.com/inward/record.url?scp=84859958041&partnerID=8YFLogxK
M3 - Conference contribution
SN - 9781617388088
T3 - ACL 2010 - 48th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
SP - 126
EP - 131
BT - ACL 2010 - 48th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
T2 - 48th Annual Meeting of the Association for Computational Linguistics, ACL 2010
Y2 - 11 July 2010 through 16 July 2010
ER -