DocumentCode
699022
Title
Study of Eye Movement Behavior Pattern Diversity between Chinese Ethnic Groups
Author
Duan Xiaodong ; Lu Bo ; Liu Peng ; Gao Chunhong
Author_Institution
Dalian Key Lab. of Digital Technol. for Nat. Culture, Dalian Nat. Univ., Dalian, China
fYear
2015
fDate
13-14 Feb. 2015
Firstpage
767
Lastpage
770
Abstract
China is a country of many different ethnic groups since genetic, geographical and culture formation of a different customs and ways of thinking. In order to study the eye movement behavior when the different ethnic groups observe things, firstly, we use Tobii eye tracker to record the representation data from the different ethnic groups which are used to solve Sudoku problem. Meanwhile, the data from different ethnic groups were compressed into 16 dimensional data and constructed the data sets. Secondly, we analysis the diversity of eye movement behavior data sets derive from Buyi, Mongolian, Korean, Dong and Han five ethnics respectively. Furthermore, a variety of machine learning methods are explored to analysis the eye movement behavior data sets. The experimental results show that eye movement behavior diversity between different ethnic groups.
Keywords
cultural aspects; data analysis; learning (artificial intelligence); Buyi ethnics; Chinese ethnic groups; Dong ethnics; Han ethnics; Korean ethnics; Mongolian ethnics; Sudoku problem; Tobii eye tracker; culture formation; data sets; eye movement behavior pattern diversity; genetic formation; geographical formation; machine learning methods; Accuracy; Benchmark testing; Learning systems; Support vector machines; Tracking; Training; Tobii eye tracker; data mining; ethnic groups; eye movement behavior;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence & Communication Technology (CICT), 2015 IEEE International Conference on
Conference_Location
Ghaziabad
Print_ISBN
978-1-4799-6022-4
Type
conf
DOI
10.1109/CICT.2015.160
Filename
7078806
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