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

机译:认知神经科学系统的计算韩国心理词典模型

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摘要

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,我们回顾了韩语单词识别研究中已解决的主要问题,并提出了一种计算模型来解释韩语单词识别。本章的内容安排如下:首先,我们简要介绍韩语单词识别和形态处理研究的一些实验结果。在本章中,我们将重点研究有关词频,词长,邻域效应,形式启动和形态处理的研究。其次,将提供用于韩文单词识别的计算模型。提出了计算模型以解释韩国形态表示和处理的特征。但是,此计算模型可以解释其他词汇效果,例如单词频率,单词长度和形式启动效果。第三,将显示和讨论计算模型的仿真结果。将模拟结果与人工数据进行比较:该模型模拟韩文文字处理的程度以及模拟结果与人工处理的吻合程度。我们还将讨论计算模型的优缺点。

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