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ETRAN: extensible software for eye tracking data visualization and analysis 633
Marmalyuk P.A.
PhD in Engineering, Head of the Laboratory of Psychology and Applied Software, Moscow State University of Psychology & Education, Moscow, Russia
e-mail: ykk.mail@gmail.com Yuryev G.A.
PhD in Physics and Matematics, Associate Professor, Head of Scientifi c Laboratory, Moscow State University of Psychology & Education, Moscow, Russia
ORCID: https://orcid.org/0000-0002-2960-6562
e-mail: g.a.yuryev@gmail.com Zhegallo A.V.
PhD in Psychology, Research associate, Laboratory of Psychological Systems Studies, Institute of Psychology, Russian Academy of Sciences; Research associate, Institute for Experimental Psychology, Moscow State University of Psychology and Education, Moscow, Russia
e-mail: zhegs@mail.ru Polyakov B.Yu.
Master student, Department of information technologies, Moscow State University of Psychology and Education, Moscow, Russia
e-mail: deslion@yandex.ru Panfilova A.S.
PhD in Engineering, Head of the Laboratory of Quantitative Psychology, Moscow State University of Psychology & Education, Moscow, Russia
e-mail: panfilova87@gmail.com
This article is devoted to the description of a free, extensible and open source software system designed for eye tracking data analysis. Authors of this article examine not only the main methods and functions of the system core that address gaze data import, data analysis (filtering, smoothing, oculomotor events detection, estimation of events’ characteristics and others) and visualization, but also scheduled improvements of system’s functional features
- Barabanshchikov V. A., Zhegallo A. V. Registratsiya i analiz napravlennosti
vzora cheloveka [Registration and analysis of human eye orientation]. Moscow,
Institute of Psychology RAN Publ., 2013.316 p. (In Russ.).
- Dreiper N., Smit G. Prikladnoi regressionnyi analiz [Applied regression
analysis] Moscow: Izdatel’skii dom «Vil’yams» Publ., 2007. 912 p. (In
Russ.).
- Eye Tracking Project [Electronic resource]. Public repository for the
RFHproject №14-06-12012, 2016. URL:
http://github.com/PMarmalyuk/EyeTrackingProject
(accessed 04.03.2016).
- Geoff Der, Brian S. Everitt. Essential Statistics Using SAS University
Edition. S AS Institute Inc., 2015.246 р.
- Hayes T.R., Petrov A. A., Sederberg Р. В. A novel method for analyzing
sequential eye movements reveals strategic influence on Raven’s Advanced
Progressive Matrices. Journal of Vision, 2011, vol. 11, no. 10, pp. 1-11.
doi:10.1167/11.10.10
- Khokhlova A. A. Issledovanie glazodvigatel’noi aktivnosti pri prokhozhdenii
matrichnogo testa intellekta Rav-
ena\Studyoiocu\omotoractivitydunngRaven’smatncestest].Molodyeuchenye-nasheinovoishkole.MaterialyX
mezhvuzovskoinauch.no -prakticheskoi konferentsii [Proceedings оfthe Municipal
Scientific and Practical Conference “Young Scientists -for our new school”].
Moscow: MGPPU Publ., 2011. P. 343-345 (In Russ.).
- Marmalyuk P. A., Zvonkina О. M. Opomye pokazateli glazodvigatel’noi
aktivnosti pri prokhozhdenii testa Ravena i avtomatizatsiya ikh rascheta dlya
otsenki vyrazhennosti relevantnykh kognitivnykh stilei [Oculomotor activity
indicators during Raven test and automation of their calculation to assess the
severity of relevant cognitive styles]. Materialy Vserossiyskoy nauchnoy
konferencii “Eksperimental’nyi metodv strukture psikhologicheskogo znaniya”
[Proceedings of the All-Russian Scientific Conference “Experimental method in
the structure of psychological knowledge” (Moscow, November 22-23,2012)].
Moscow, Institute of Psychology RAN Publ., 2012. P. 96-101 (In Russ.)
- Marmalyuk P. A., Polyakov B. Yu. Analiz dannykh videookulografli s
primeneniem matrits predstavleniya preemnika i derev’ev reshenii
[Videooculography data analysis with aid of successor representation matrices
and decision trees]. [Electronic resourse]. Molodye uchenye - stolichnomu
obrazovaniyu. Materialy XTVgoro- dskoi nauchno-prakticheskoi konferentsii.
[Proceedings of the Municipal Scientific and Practical Conference “Young
Scientists -forthe Capital’s Education System”]. Moscow: MGPPU Publ., 2015.
CD-ROM (In Russ.).
- Marmalyuk P. A., Polyakov B. Yu. Vyyavlenie informativnykh kharakteristik
glazodvigatel’noi aktivnosti s primeneniem metoda glavnykh komponent i
obuchaemykh modelei [Revealing informative characteristics of oculomotor
activity using principle components analysis and trained models], Materialy
Vserossiiskoi nauchnoi konferentsii “Aitrekingvpsikhologicheskoi nauke
ipraktike” [Proceedings of the All-Russian Scientific Conference “Eyetracking
in psychological science and practice” (Moscow, October 16-17,2015)]. Moscow,
Institute of Psychology RAN Publ., 2015 (In press) (In Russ.).
- Marmalyuk P. A., Zhegallo A.V., Yur’ev G.A., Panfilova A. S. Printsipy
postroeniya programmnogo obe- specheniya s otkrytym iskhodnym kodom dlya
analiza rezul’tatov okulograficheskikh issledovanii [Architecture principles of
open-source software for oculography data analysis], Eksperimental’naya
psikhologiya [Experimental psychology (Russia)], 2015, vol. 8, no. 1, pp.
127-144 (In Russ.; abstr. in Engl.).
- Nystrom М., Holmqvist K. An adaptive algorithm for fixation, saccade, and
glissade detection in eyetracking data. Behavior Research Methods, 2010, vol.
42, no. 1, pp. 188-204. doi: 10.3758/BRM.42.1.188.
- Olsen A. Tobii I-VT Fixation Filter [Electronic resource]: Algorithm
Description, 2012. URL: http://
www.tobii.com/en/eye-tracking-research/global/library/white-papers/the-tobii-i-vt-fixation-filter
(дата обрашения 02.10.2015).
- RStudio Inc. [Electronic resource]. Shiny by RStudio. A web application
framework for R, 2014. URL:
http://shiny.rstudio.com/ (accessed
24.09.2015).
- Salvucci D. D., Goldberg J. H. Identifying fixations and saccades in
eye-tracking protocols. Proceedings of the 2000 Symposium on Eye Tracking
Research and Applications (November 6-8, Palm Beach Gardens, Florida, USA). ACM
Press, 2000, vol. 1, pp. 71-78. doi: 10.3758/sl3428-010-0031-2
- Savitzky A., Golay M. J. E. Smoothing and Differentiation of Data by
Simplified Least Squares Procedures. Analytical Chemistry, 1964, vol. 36, no.
8, pp. 1627-39. doi: 10.1021/ac60214a047
- SciDAVis [Electronic resource]. What is SciDAVis? 2015. URL:
http://scidavis.sourceforge.net/index.
html (accessed 05.03.2016).
- Yur’ev G.A., Panfilova A. S., Marmalyuk P. A. Arkhitektura programmnogo
obespecheniya dlya analiza rezul’tatov okulograficheskikh issledovanii
[Architecture of software for analysis of oculography studies results].
Programmnaya inzheneriya [Software Engineering (Russia)], 2015, no 1, pp.
24-33. doi: https:// dx.doi.org/10.17587 (In Russ.; abstr. in Engl.).
- Zhegallo A. V., Marmalyuk P. A. ETRAN - R Extension Package for Eye
Tracking Results Analysis. Perception, 2015, vol. 44, no. 8-9, pp. 1129-1135.
doi:10.1177/0301006615594944
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