Evaluation method for automated wordnet expansion

Authors:
Bartosz Broda;Roman Kurc;Maciej Piasecki;Rados$#322/aw Ramocki
Affiliations:
Institute of Informatics, Wroc$#322/aw University of Technology, Wroc$#322/aw, Poland;Institute of Informatics, Wroc$#322/aw University of Technology, Wroc$#322/aw, Poland;Institute of Informatics, Wroc$#322/aw University of Technology, Wroc$#322/aw, Poland;Institute of Informatics, Wroc$#322/aw University of Technology, Wroc$#322/aw, Poland
Venue:
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Year:
2011

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Abstract

Laborious construction of large wordnets (lexico-semantic networks) can be supported by automatic wordnet expansion methods. Several methods were proposed but mostly were not thoroughly evaluated and compared. In the paper an evaluation methodology for automated wordnet expansion algorithms is proposed. Basic requirements for it are formulated in relation to the linguistic process. The general scheme based on the idea of automated wordnet reconstruction is presented. The methodology is illustrated by applying it to the comparison of the two top level wordnet expansion algorithms: Algorithm of Activation-area Attachment and the algorithm of Snow et al.. The latter was reimplemented and adopted to the Polish language tools.