Title :
Scan-path analysis by the string-edit method considering fixation duration
Author :
Takeuchi, H. ; Matsuda, Nobuyuki
Author_Institution :
Nat. Inst. of Adv. Ind. Sci. & Technol. (AIST), Tsukuba, Japan
Abstract :
Dynamic aspects of eye-tracking data are important but difficult to analyze. With string based approaches, a sequence of fixations is analyzed, however, fixation duration is not addressed. Cristino et al. recently proposed to re-code a scan-path with a long fixation by repeating the code. The modified scan path includes both fixation duration and sequence of fixations. In studying multiple records by the string-edit method enhanced with cost functions, we compared the performance of the modified coding against the ordinary one. Furthermore, we derived representative scan paths to examine the distance among the web pages used as stimuli. The usefulness of our approach is demonstrated.
Keywords :
Internet; data analysis; data structures; Web page; code representation; cost function; eye-tracking data dynamic aspect; fixation duration; scan-path analysis; string-edit method; Levenstein method; data analysis; eye-tracking; fixation duration; scan path; string-edit method;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505116