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政大機構典藏 > 理學院 > 心理學系 > 期刊論文 > Item 140.119/74393

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/74393

Title:	An Exploration of Native Speakers` Eye Fixations in Reading Chinese Text
Authors:	Tsai, Jie-Li 蔡介立 Weng, Juei-Yu Chuang, Yi-Hsuan Liu, Chao-Lin
Contributors:	心理系
Date:	2010
Issue Date:	2015-04-08 15:32:23 (UTC+8)
Abstract:	We collected the locations of eye fixations of Chinese native speakers when they read four Chinese articles, and attempted to analyze how the contextual linguistic and personal information influence the landing positions within the landing sites. In addition, we employed machine learning techniques to build models for the prediction of the landing positions. The models performed well for the closed tests, achieving 78% in accuracy in predicting whether a reader`s eyes landed on the first or the second character within a word that contained two characters. Unfortunately, the accuracy for the same task in the 10-fold cross validations dropped to 60%, indicating the necessity of more future work.
Relation:	International Conference on Technologies and Applications of Artificial Intelligence - TAAI
Data Type:	article
DOI 連結:	http://dx.doi.org/10.1109/TAAI.2010.22
DOI:	10.1109/TAAI.2010.22
Appears in Collections:	[心理學系] 期刊論文

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