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題名 An Exploration of Native Speakers` Eye Fixations in Reading Chinese Text
作者 Tsai, Jie-Li
蔡介立
Weng, Juei-Yu
Chuang, Yi-Hsuan
Liu, Chao-Lin
貢獻者 心理系
日期 2010
上傳時間 8-Apr-2015 15:32:23 (UTC+8)
摘要 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.
關聯 International Conference on Technologies and Applications of Artificial Intelligence - TAAI
資料類型 article
DOI http://dx.doi.org/10.1109/TAAI.2010.22
dc.contributor 心理系-
dc.creator (作者) Tsai, Jie-Lien_US
dc.creator (作者) 蔡介立zh_TW
dc.creator (作者) Weng, Juei-Yuen_US
dc.creator (作者) Chuang, Yi-Hsuanen_US
dc.creator (作者) Liu, Chao-Linen_US
dc.date (日期) 2010-
dc.date.accessioned 8-Apr-2015 15:32:23 (UTC+8)-
dc.date.available 8-Apr-2015 15:32:23 (UTC+8)-
dc.date.issued (上傳時間) 8-Apr-2015 15:32:23 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/74393-
dc.description.abstract (摘要) 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.-
dc.format.extent 130 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) International Conference on Technologies and Applications of Artificial Intelligence - TAAI-
dc.title (題名) An Exploration of Native Speakers` Eye Fixations in Reading Chinese Text-
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1109/TAAI.2010.22en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1109/TAAI.2010.22en_US