Title :
A Computational Model of Korean Lexical Decision Task and Its Comparative Analysis by Using Connectionist Model
Author :
Park, Kinam ; Lyu, Kigon ; Yu, Wonhee ; Lim, Heuiseok
Author_Institution :
Korea Univ., Seoul
Abstract :
In this paper, we experimented word frequency effect, word similarity effect and semantic priming effect among many language phenomena appears when Lexical Decision Task is progressing independently of language by applying them to 2 syllable words of Korean language through human being and connectionist model, and we compared and analyzed the result. The experiment shows that there were word frequency effect, word similarity effect and semantic priming effect for each human being and connectionist model and, the results of experiment behavioral and connectionist model exposed meaningful similarity.
Keywords :
natural language processing; Korean language; Korean lexical decision task; comparative analysis; computational model; connectionist model; semantic priming effect; word frequency effect; word similarity effect; Computational modeling; Computer science education; Delay; Frequency; Humans; Information analysis; Information processing; Natural languages; Neural networks; Predictive models;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.16