Can you please suggest me a good book on statistical analysis and visualization techniques for Eye Movement data?

Hi Chandrika,

I would recommend the following book as a good basis:

Holmqvist, Kenneth (2011): Eye tracking. A comprehensive guide to methods and measures. Oxford, New York: Oxford University Press.

If you are interested in more specific ones, have a look here:

Antes, James R.; Kristjanson, Arlinda F. (1991): Discriminating artists from nonartists by their eye-fixation patterns. In: Perceptual and Motor Skills 73, S. 893–894.

Beatty, Jackson (1982): Task-Evoked Pupillary Response, Processing Load, and the Structure of Processing Resources. In: Psychological Bulletin 91 (2), S. 276–292. Online verfügbar unter http://content.ebscohost.com/pdf29_30/pdf/ddd/pdh/1982/1982-11578-001.pdf?T=P&P=AN&K=1982-11578-001&S=L&D=pdh&EbscoContent=dGJyMNLe80SeqLI4yOvqOLCmr0yeprBSrqa4TbKWxWXS&ContentCustomer=dGJyMPGqsU61rrZPuePfgeyx44Dt6fIA, zuletzt geprüft am 24.07.2014.

Boccignone, Giuseppe; Ferraro, Mario (2014): Ecological Sampling of Gaze Shifts. In: IEEE Transactions on Cybernetics 44 (2), S. 266–279, zuletzt geprüft am 08.08.2014.

Castelhano, Monica S.; Mack, M. L.; Henderson, John M. (2009): Viewing task influences eye movement control during active scene perception. In: Journal of Vision 9 (3), S. 6. DOI: 10.1167/9.3.6.

Cole, Michael J.; Gwizdka, Jacek; Liu, Chang; Bierig, Ralf; Belkin, Nicholas J.; Zhang, Xiangmin (2011): Task and user effects on reading patterns in information search. In: Interacting with Computers 23 (4), S. 346–362. DOI: 10.1016/j.intcom.2011.04.007.

Dalmaijer, Edwin S. (2014): Is the low-cost EyeTribe eye tracker any good for research? DOI: 10.7287/PEERJ.PREPRINTS.585V1.

Dewhurst, Richard; Nyström, Marcus; Jarodzka, Halszka; Foulsham, Tom; Johansson, Roger; Holmqvist, Kenneth (2012): It depends on how you look at it: scanpath comparison in multiple dimensions with MultiMatch, a vector-based approach. In: Behav Res Methods 44 (4), S. 1079–1100. DOI: 10.3758/s13428-012-0212-2.

Engbert, Ralf; Trukenbrod, Hans A.; Barthelmé, Simon; Wichmann, Felix A. (2015): Spatial statistics and attentional dynamics in scene viewing. In: Journal of Vision 15 (1). DOI: 10.1167/15.1.14.

Gamito, Pedro Santos Pinto; Rosa, Pedro Joel (Hg.) (2014): I see me, you see me. Inferring cognitive and emotional processes from gazing behaviour. International Conference on Eye Tracking, Visual Cognition and Emotion. Cambridge: Cambridge Scholars Publishing.

Hayhoe, Mary M.; Ballard, Dana H. (2014): Modeling Task Control of Eye Movements. In: Curr. Biol. 24 (13), S. R622-R628. DOI: 10.1016/j.cub.2014.05.020.

Henderson, John M.; Luke, Steven G. (2014): Stable individual differences in saccadic eye movements during reading, pseudoreading, scene viewing, and scene search. In: Journal of Experimental Psychology: Human Perception and Performance. DOI: 10.1037/a0036330.

Holmqvist, Kenneth; Andrà, Chiara; Lindström, Paulina; Arzarello, Ferdinando; Ferrara, Francesca; Robutti, Ornella; Sabena, Christina (2011): A method for quantifying focused versus overview behavior in AOI sequences. In: Behav Res Methods 43 (4), S. 987–998. DOI: 10.3758/s13428-011-0104-x.

Holmqvist, Kenneth; Nyström, Marcus; Mulvey, Fiona (2012): Eye tracker data quality: what it is and how to measure it. ETRA 2012. Santa Barbara, CA, USA, 2012.

Hooge, Ignace; Camps, Guido (2013): Scan path entropy and arrow plots: capturing scanning behavior of multiple observers. In: Front. Psychol. 4, S. 996. DOI: 10.3389/fpsyg.2013.00996.

Hyönä, Jukka (2010): The use of eye movements in the study of multimedia learning. In: Learning and Instruction 20 (2), S. 172–176. DOI: 10.1016/j.learninstruc.2009.02.013.

Hyönä, Jukka; Lorch, Robert F.; Rinck, Mike (2003): Eye Movement Measures to Study Global Text Processing. In: Jukka Hyönä, Ralph Radach und Heiner Deubel (Hg.): The mind's eye. Cognitive and applied aspects of eye movement research. Amsterdam, Boston: North-Holland, S. 313–334, zuletzt geprüft am 21.10.2014.

Jacob, Robert J. K.; Karn, Keith S. (2003): Eye Tracking in Human-Computer Interaction and Usability Research: Ready to Deliver the Promises. In: Jukka Hyönä, Ralph Radach und Heiner Deubel (Hg.): The mind's eye. Cognitive and applied aspects of eye movement research. Amsterdam, Boston: North-Holland, S. 573–605.

Lai, Meng-Lung; Tsai, Meng-Jung; Yang, Fang-Ying; Hsu, Chung-Yuan; Liu, Tzu-Chien; Lee, Silvia Wen-Yu et al. (2013): A review of using eye-tracking technology in exploring learning from 2000 to 2012. In: Educational Research Review 10, S. 90–115. DOI: 10.1016/j.edurev.2013.10.001.

Larsson, Linnéa; Nyström, Marcus; Stridh, Martin (2013): Detection of saccades and postsaccadic oscillations in the presence of smooth pursuit. In: IEEE transactions on bio-medical engineering 60 (9), S. 2484–2493. DOI: 10.1109/TBME.2013.2258918.

Liu, Chang; Liu, Jingjing; Belkin, Nicholas J.; Cole, Michael J.; Gwizdka, Jacek (2011): Using Dwell Time as an Implicit Measure of Usefulness in Different Task Types. ASIST. New Orleans, 2011, zuletzt geprüft am 13.06.2014.

Liu, Jingjing; Gwizdka, Jacek; Liu, Chang; Belkin, Nicholas J. (2010): Predicting task difficulty for different task types. In: Proc. Am. Soc. Info. Sci. Tech. 47 (1), S. 1–10. DOI: 10.1002/meet.14504701173.

Marti, Sébastien; Bayet, Laurie; Dehaene, Stanislas (2014): Subjective report of eye fixations during serial search. In: Consciousness and cognition 33C, S. 1–15. DOI: 10.1016/j.concog.2014.11.007.

Mayer, Richard E. (2010): Unique contributions of eye-tracking research to the study of learning with graphics. In: Learning and Instruction 20 (2), S. 167–171. DOI: 10.1016/j.learninstruc.2009.02.012.

Miwa, Makiko; Egusa, Yuka; Saito, Hitomi; Takaku, Masao; Terai, Hitoshi; Kando, Noriko (2011): A method to capture information encountering embedded in exploratory Web searches. In: Information Research 16 (3), S. 487. Online verfügbar unter http://www.informationr.net/ir/16-3/paper487.html, zuletzt geprüft am 24.07.2014.

Morimoto, Carlos Hitoshi (Hg.) (2010): Proceedings of the 2010 Symposium on Eye-Tracking Research and Applications. New York: Association for Computing Machinery.

Mulvey, Fiona; Zemblys, Raimondas; Larsson, Linnéa; Holmqvist, Kenneth: Clarifying the validity of eye movement measures from various eye tracker types. Vision Sciences Socitey Annual Meeting. Vision Sciences Society. 2014, zuletzt geprüft am 05.11.2014.

Nyström, Marcus; Andersson, Richard; Holmqvist, Kenneth; van de Weijer, Joost (2013): The influence of calibration method and eye physiology on eyetracking data quality. In: Behav Res Methods 45 (1), S. 272–288. DOI: 10.3758/s13428-012-0247-4.

Otero-Millan, Jorge; Macknik, Stephen L.; Langston, Rachel E.; Martinez-Conde, Susana (2013): An oculomotor continuum from exploration to fixation. In: Proceedings of the National Academy of Sciences of the United States of America 110 (15), S. 6175–6180. DOI: 10.1073/pnas.1222715110.

Radach, Ralph; Kennedy, Alan (2004): Theoretical perspectives on eye movements in reading: Past controversies, current issues, and an agenda for future research. In: European Journal of Cognitive Psychology 16 (1-2), S. 3–26. DOI: 10.1080/09541440340000295.

Radach, Ralph; Kennedy, Alan (2013): Eye movements in reading: some theoretical context. In: Q J Exp Psychol (Hove) 66 (3), S. 429–452. DOI: 10.1080/17470218.2012.750676.

Raney, Gary E.; Campbell, Spencer J.; Bovee, Joanna C. (2014): Using eye movements to evaluate the cognitive processes involved in text comprehension. In: J Vis Exp (83), S. e50780. DOI: 10.3791/50780.

Richardson, Daniel C.; Matlock, Teenie; Randall Crosby, Jennifer; Dale, Rick (2006): Figurative, spontaneous, interactive and potentially offensive: Three projects with rich visual and linguistic stimuli (Cognitive Science 2006 Workshop: What have eye movements told us so far, and what is next?). Online verfügbar unter http://cognaction.org/rdmaterials/pdfs/confpapers/richardson_et_al_2006.pdf.

San Agustin, Javier; Skovsgaard, Henrik; Mollenbach, Emilie; Barret, Maria; Tall, Martin; Witzner Hansen, Dan; Paulin Hansen, John (2010): Evaluation of a low-cost open-source gaze tracker. In: Carlos Hitoshi Morimoto (Hg.): Proceedings of the 2010 Symposium on Eye-Tracking Research and Applications. New York: Association for Computing Machinery, S. 77–80, zuletzt geprüft am 24.07.2014.

Santos, Inês P.; Moniz-Pereira, Leonor (2014): Gaze Fixation Patterns in a Route with Obstacles: Comparison Between Young and Elderly. In: Gamito, Pedro Santos Pinto und Pedro Joel Rosa (Hg.): I see me, you see me. Inferring cognitive and emotional processes from gazing behaviour. Cambridge: Cambridge Scholars Publishing, S. 86–103.

Thaler, L.; Schütz, A. C.; Goodale, M. A.; Gegenfurtner, K. R. (2013): What is the best fixation target? The effect of target shape on stability of fixational eye movements. In: Vision Res. 76, S. 31–42. DOI: 10.1016/j.visres.2012.10.012.

van der Lans, Ralf; Wedel, Michel; Pieters, Rik (2011): Defining eye-fixation sequences across individuals and tasks: the Binocular-Individual Threshold (BIT) algorithm. In: Behav Res Methods 43 (1), S. 239–257. DOI: 10.3758/s13428-010-0031-2.

van Gog, Tamara; Kester, Liesbeth; Nievelstein, Fleurie; Giesbers, Bas; Paas, Fred G. (2009): Uncovering cognitive processes: Different techniques that can contribute to cognitive load research and instruction. In: Computers in Human Behavior 25 (2), S. 325–331. DOI: 10.1016/j.chb.2008.12.021.

Vandeberg, Lisa; Bouwmeester, Samantha; Bocanegra, Bruno R.; Zwaan, Rolf A. (2013): Detecting cognitive interactions through eye movement transitions. In: Journal of Memory and Language 69 (3), S. 445–460. DOI: 10.1016/j.jml.2013.05.006.

Veneri, Giacomo; Rosini, Francesca; Federighi, Pamela; Federico, Antonio; Rufa, Alessandra (2011): Evaluating gaze control on a multi-target sequencing task: the distribution of fixations is evidence of exploration optimization. In: Computers in biology and medicine 42, S. 235–244, zuletzt geprüft am 21.10.2014.

Wang, Hsiao-shen; Chen, Yi-Ting; Lin, Chih-Hung (2014): The learning benefits of using eye trackers to enhance the geospatial abilities of elementary school students. In: Br J Educ Technol 45 (2), S. 340–355. DOI: 10.1111/bjet.12011.

Wass, S. V.; Smith, T. J.; Johnson, M. H. (2013): Parsing eye-tracking data of variable quality to provide accurate fixation duration estimates in infants and adults. In: Behav Res Methods 45 (1), S. 229–250. DOI: 10.3758/s13428-012-0245-6.

Wengelin, Åsa; Torrance, Mark; Holmqvist, Kenneth; Simpson, Sol; Galbraith, David; Johansson, Victoria; Johansson, Roger (2009): Combined eyetracking and keystroke-logging methods for studying cognitive processes in text production. In: Behav Res Methods 41 (2), S. 337–351. DOI: 10.3758/BRM.41.2.337.

White, Sarah J.; Staub, Adrian (2012): The distribution of fixation durations during reading: Effects of stimulus quality. In: Journal of Experimental Psychology: Human Perception and Performance 38 (3), S. 603–617. DOI: 10.1037/a0025338.

Hope, it will help.

All the best!

Matthias

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