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A Computational Korean Mental Lexicon Model for a Cognitive-Neuro Scientific System

机译:一种认知神经科学系统的计算韩国心理莱克西森模型

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In this paper, we review major issues that have been addressed in Korean word recognition research, and we propose a computational model to explain Korean word recognition. The organization of the chapter is as follows: First, we briefly introduce some experimental results in Korean word recognition and morphological processing research. In this chapter, we will focus on studies regarding word frequency, word length, neighborhood effects, form priming, and morphological processing. Second, a computational model for Korean word recognition will be presented. The computational model was proposed to explain the characteristics of Korean morphological representation and processing. However, this computational model can explain other lexical effects such as word frequency, word length, and form priming effects. Third, the simulation results of the computational model will be shown and discussed. There will be comparison of the simulation results with human data: how well the model simulates Korean word processing and how much the simulated results coincide with that of human processing. We also discuss both the strength and weakness of the computational model.
机译:在本文中,我们审查了在韩语单词识别研究中解决的主要问题,并提出了一个计算模型来解释韩语单词识别。本章的组织如下:首先,我们简要介绍了韩国文字识别和形态加工研究的一些实验结果。在本章中,我们将重点关注有关单词频率,字长,邻域效应,形成灌注和形态处理的研究。其次,将呈现韩国文字识别的计算模型。建议计算模型来解释韩文形态学表现和加工的特征。然而,该计算模型可以解释其他词汇效果,例如词频率,字长度和形成引发效果。第三,将显示和讨论计算模型的仿真结果。将对人类数据进行模拟结果进行比较:模型模拟韩语处理的程度以及模拟结果与人类处理的效果一致。我们还讨论了计算模型的强度和弱点。

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