Title :
Using fuzzy sets and genetic algorithm for Chinese verb classification
Author :
Li, Wei ; Yuan, Chunfa ; Wong, Kam-Fai ; Cheng, Chun-Hung ; Li, Wenjie
Author_Institution :
State Key Lab. of Intelligent Technol. & Syst., Tsinghua Univ., Beijing, China
Abstract :
Verb classification is very important for temporal information analysis and semantic understanding. In English, this topic has been fully studied. However, there are few works and no systematic approaches in Chinese up to now. We propose a new approach using fuzzy sets and genetic algorithm for Chinese verb classification. Its contribution lies in two aspects: it (a) provides a flexible and systematic framework for solving this problem; and (b) achieves high precision in experiments.
Keywords :
fuzzy set theory; genetic algorithms; natural languages; Chinese verb classification; fuzzy sets; genetic algorithm; semantic understanding; temporal information analysis; Fuzzy sets; Genetic algorithms; Helium; Information analysis; Intelligent systems; Laboratories;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1341958