Publications
Publication details [#4323]
Nakagawa, Hiroshi. 2001. Experimental evaluation of ranking and selection methods in term extraction. In Bourigault, Didier, Christian Jacquemin and Marie-Claude L' Homme, eds. Recent advances in computational terminology. Amsterdam: John Benjamins. pp. 303–325.
Publication type
Article in jnl/bk
Publication language
English
Keywords
Abstract
An automatic term extraction system consists of a term candidate extraction subsystem, a ranking subsystem and a selection subsystem. In this paper, the author experimentally evaluates two ranking methods and two selection methods. As for ranking, a dichotomy of unithood and termhood is a key notion. The researcher evaluates these two notions experimentally by comparing Imp based ranking method that is based directly on termhood and C-value based method that is indirectly based on both termhood and unithood. As for selection, the simple threshold method is compared with the window method proposed. The researcher did the experimental evaluation with several Japanese technical manuals. The result does not show much difference in recall and precision. The small difference between the extracted terms by these two ranking methods depends upon their ranking mechanism per se.
Source : Based on abstract in book