Recurrence quantification analysis of eye movements

被引：100

作者：

Anderson, Nicola C. ^{[1
]}

Bischof, Walter F. ^{[2
]}

Laidlaw, Kaitlin E. W. ^{[1
]}

Risko, Evan F. ^{[3
]}

Kingstone, Alan

机构：

[1] Univ British Columbia, Dept Psychol, Vancouver, BC V6T 1Z4, Canada

[2] Univ Alberta, Dept Comp Sci, Edmonton, AB, Canada

[3] Univ Memphis, Dept Psychol, Memphis, TN 38152 USA

来源：

BEHAVIOR RESEARCH METHODS | 2013年 / 45卷 / 03期

基金：

加拿大自然科学与工程研究理事会;

关键词：

Eye movements; Recurrence quantification analysis; Time series analysis; REAL-WORLD SCENES; CROSS RECURRENCE; CONVERSATION; INSPECTION; SELECTION; DIRECTION; PATTERNS; VISION; MEMORY; ROLES;

D O I：

10.3758/s13428-012-0299-5

中图分类号：

B841 [心理学研究方法];

学科分类号：

040201 ;

摘要：

Recurrence quantification analysis (RQA) has been successfully used for describing dynamic systems that are too complex to be characterized adequately by standard methods in time series analysis. More recently, RQA has been used for analyzing the coordination of gaze patterns between cooperating individuals. Here, we extend RQA to the characterization of fixation sequences, and we show that the global and local temporal characteristics of fixation sequences can be captured by a small number of RQA measures that have a clear interpretation in this context. We applied RQA to the analysis of a study in which observers looked at different scenes under natural or gaze-contingent viewing conditions, and we found large differences in the RQA measures between the viewing conditions, indicating that RQA is a powerful new tool for the analysis of the temporal patterns of eye movement behavior.

引用

页码：842 / 856

页数：15

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