@article{ART001103599},
author={Hyegyeong Kim and YOON, AE-SUN},
title={The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2006},
volume={40},
number={3},
pages={175-190}
TY - JOUR
AU - Hyegyeong Kim
AU - YOON, AE-SUN
TI - The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network
JO - Journal of the Korean Society for Library and Information Science
PY - 2006
VL - 40
IS - 3
PB - 한국문헌정보학회
SP - 175
EP - 190
SN - 1225-598X
AB - For the recent several years, there has been much interest in lexical semantic network. However, it seems to be very difficult to evaluate the effectiveness and correctness of it and invent the methods for applying it into various problem domains. In order to offer the fundamental ideas about how to evaluate and utilize lexical semantic networks, we developed two automatic word clustering systems, which are called system A and system B respectively. 68,455,856 words were used to learn both systems. We compared the clustering results of system A to thoseof system B which is extended by the lexical-semantic network. The system B is extended by reconstructing the feature vectors which are used the elements of the lexical-semantic network of 3,656 '-ha' verbs. The target data is the 'multilingual Word Net-CoreNet'.When we compared the accuracy of the system A and system B, we found that system B showed the accuracy of 46.6% which is better than that of system A, 45.3%.
KW - Lexical-semantic Network;Thesaurus;Automatic Word Clustering;Feature Vector;‘-ha’ verb
DO -
UR -
ER -
Hyegyeong Kim and YOON, AE-SUN. (2006). The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network. Journal of the Korean Society for Library and Information Science, 40(3), 175-190.
Hyegyeong Kim and YOON, AE-SUN. 2006, "The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network", Journal of the Korean Society for Library and Information Science, vol.40, no.3 pp.175-190.
Hyegyeong Kim, YOON, AE-SUN "The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network" Journal of the Korean Society for Library and Information Science 40.3 pp.175-190 (2006) : 175.
Hyegyeong Kim, YOON, AE-SUN. The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network. 2006; 40(3), 175-190.
Hyegyeong Kim and YOON, AE-SUN. "The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network" Journal of the Korean Society for Library and Information Science 40, no.3 (2006) : 175-190.
Hyegyeong Kim; YOON, AE-SUN. The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network. Journal of the Korean Society for Library and Information Science, 40(3), 175-190.
Hyegyeong Kim; YOON, AE-SUN. The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network. Journal of the Korean Society for Library and Information Science. 2006; 40(3) 175-190.
Hyegyeong Kim, YOON, AE-SUN. The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network. 2006; 40(3), 175-190.
Hyegyeong Kim and YOON, AE-SUN. "The Method of Using the Automatic Word Clustering System for the Evaluation of Verbal Lexical-Semantic Network" Journal of the Korean Society for Library and Information Science 40, no.3 (2006) : 175-190.
