[1]CHEN Jing,MU Zhi-chun,SUN Xiao-qian.Computer simulation of the cognition of Chinese characters[J].CAAI Transactions on Intelligent Systems,2008,3(3):216-221.
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Computer simulation of the cognition of Chinese characters
CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
3
Number of periods:
2008 3
Page number:
216-221
Column:
学术论文—脑认知基础
Public date:
2008-06-25
- Title:
- Computer simulation of the cognition of Chinese characters
- Keywords:
- cognitive science; artificial intelligence; Chinese characters cognition; computer simulation; self-organized model
- CLC:
- TP391.1
- DOI:
- -
- Abstract:
- Research on the cognition of Chinese characters is a hotspot in both cognitive science and computer sci2 ence, and is an especially lively field among those investigating artificial intelligence. In sp ite of this, research u2 sing computer simulations to analyze Chinese character cognition remains relatively backward, and its value in cog2 nition studies has not been comparable with experimental research on behavior. In this paper, starting from the viewpoint of cognition science, a rep resentative database of Chinese characters was set up, a cognitive model con2 structed, and training and testing modes determined. Computer simulations were made of the clustering and sp lit2 ting of Chinese characters in the course of cognition, so that cognition rules for the percep tion of Chinese characters may be better understood. The modelwas based on a multi2layer self2organizing neural network. This training and testingmethod ensured thatwe knew how the Chinese characterswere clustered and sp lit during analysis so that the recognition of unknown words could be achieved. The research outcome suggests cognition rules for recognizing Chi2 nese characters, imp lying that the p roposed model does simulate the cognition p rocess for Chinese characters.
- References:
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[1] 唐一源,张武田,马林,翁旭初,李德军,何华,贾富仓. 默读汉字词的脑功能偏侧化成像研究[J]心理学报, 2002,(04) .
?[2] 韩在柱,舒华,柏晓利,徐忠宝. 认知神经心理学的基本假设和研究方法[J]心理科学, 2002,(06) .
[3] Kangas J, Kohonen T. Developments and applications of the self -organizing map and related algorithms .Mathematics and Computers in Simulation. 1996,41, 41 :3-12 .
?[4] Li P,Farkas I,Mac Whinney B. Early lexical development in a self-organizing neural network .Neural Networks, 2004, (17) :1345 .
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Last Update:
2009-05-14