NEWS: PUBLICATIONS

EyeTracking, Inc.'s staff includes some of the top minds in the industry. Our research has been published in peer reviewed journals and conference proceedings in the fields of cognition, human factors, HCI, aviation and medicine among others. A select list of publications, presentations and patents is included below.

PUBLICATIONS

Richstone, L., Schwartz, M., Seideman, C., Cadeddu, J., Marshall, S., & Kavoussi, L. (2010). Eye metrics as an objective assessment of surgical skill. Annals of Surgery. Jul;252(1):177-82.

Marshall, S. P. (2008). Measuring the eye for military applications. In R. Hammoud (Ed.,), Passive Eye Monitoring: Algorithms, Applications and Experiments (pp. 247-264). New York: Springer.

Marshall, S. P. (2007). Identifying cognitive state from eye metrics. Aviation, Space, & Environmental Medicine, 78(5), 165-175.

Marshall, S. P. (2007). Measures of Attention and Cognitive Effort in Tactical Decision Making. In M. Cook, J. Noyes, & V. Masakowski (Eds.), Decision Making in Complex Environments (pp. 321-332). Aldershot, Hampshire UK: Ashgate Publishing.

Verney, S. P., Granholm, E., Malcarne, V., Marshall, S. P., & Saccuzzo, D. (2005). Culture-Fair Cognitive Ability Assessment: Information Processing and Psychophysiological Approaches. Assessment, 12, 305-319.

Verney, S. P., Granolm, E., Marshall, S. (2004). Pupillary responses on the visual backward masking task reflect general cognitive ability. International Journal of Psychophysiology, 52, 23-36.

Trafton, J. G., Marshall, S., Mintz, F., & Trickett, S. B. (2002). Extracting explicit and implict information from complex visualizations. In M. Hegarty, B. Meyer, & H. Narayanan (Eds.), Diagramatic representation and inference (p. 206-220). Berlin:Heidelberg: Springer-Verlag.

Ishizaka, K., Marshall, S. P., & Conte, J. M. (2001). Individual differences in attentional strategies in multitasking situations. Human Performance.

Marcoux, M.F., Sallis, J.F., McKenzie, T.L., Marshall, S., Armstrong, C.A., & Goggin, K.J. (1999). Process evaluation of a physical activity self-management program for children: SPARK. Psychology and Health, 14, 659-677.

Goggin, K.J., Zisook, S., Heaton, R.K., Atkinson, J.H., Marshall, S., McCutchan, J.A., Chandler, J.L., Grant, I., & the HNRC Group. (1997). Neuropsychological performance of HIV+ men with major depression. Journal of the International Neuropsychological Society, 3, 457-464.

Smith, D. E., & Marshall, S. P. (1997). Applying hybrid models of cognition in decision aids. In Zsambok, C. & Klein, G. (Eds.), Naturalistic decision making (pp. 331-343). Mahwah, NJ: Erlbaum.

Marshall, S. P. (1995). Schemas in problem solving. New York: Cambridge University Press.


PUBLISHED PROCEEDINGS

Bartels, M. & Marshall, S. (2012). Measuring Cognitive Workload Across Different Eye Tracking Hardware Platforms. In Proceedings of 2012 Eye Tracking Research and Applications Symposium, Santa Barbara CA, Mar 28-30 2012, 161-164.

Bartels, M. & Marshall, S. (2011). Eye Tracking and Universal Access: Three Applications and Practical     Examples. In HCI International 2011 Conference Proceedings (HCII ’11), Orlando FL, 525–534.

Marshall, S. (2009). What the eyes reveal: Measuring the cognitive workload of teams. In Proceedings of the 13th International Conference on Human-Computer Interaction, San Diego, July 2009.

Marshall, S. (2008). Beyond eye movements: Brain activity and the pupil. In NASA Conference Proceedings 2009-21582 Eye/Eye-Movement Monitoring Workshop, Kaiser, M. & McCann, R., Editors. NASA Ames Research Center, Moffett Field, CA, April 2008.

Marshall, S. (2008).Cognitive models of tactical decision making. In Proceedings of the Second International Conference of Applied Human Factors & Ergonomics, Las Vegas, July 2008.

Kieras, D. & Marshall, S. (2006). Visual availability and fixation memory in modeling visual search using the EPIC architecture. In Proceedings of the 2006 Annual Conference of the Cognitive Science Society, Vancouver, July 2006.

Bartels, M. & Marshall, S. (2006). Eye tracking insights into cognitive modeling. Proceedings of the 2006 Symposium on Eye Tracking Research & Applications, San Diego, CA March 27 - 29, 2006, 141-147.

Marshall, S. P. Assessing Cognitive Engagement and Cognitive State from Eye Metrics. (2005). Las Vegas, NV: Proceedings of the 1st International Conference on Augmented Cognition. CD-ROM.

Weatherhead, J. J., & Marshall, S. P. From Disparate Sensors to a Unified Gauge: Bringing Them All Together. (2005). Las Vegas, NV: Proceedings of the 1st International Conference on Augmented Cognition. CD-ROM.

Marshall, S. P., Pleydell-Pearce, C. W., & Dickson, B. T. (2003). Integrating psychophysiological measures of cognitive workload and eye movements to detect strategy shifts. In Proceedings of the Thirth-Sixth Annual Hawaii International Conference on System Sciences. Los Alamitos, CA: IEEE.

Marshall, S. P. (2002). The Index of Cognitive Activity: Measuring cognitive workload. In Proceedings of the 2002 IEEE 7th Conference on Human Factors and Power Plants (pp. 7.5 – 7.9). New York: IEEE.

Marshall, S. P., Wilson, D. M., Knust, S. R., Smith, M. & Garcia, R. J. (1998). Sharing decision-making knowledge in tactical situations. In Proceedings of the 1998 Command and Control Research and Technology Symposium (pp. 693-699). Monterey, CA: Naval Postgraduate School.

Gordon, D., Subramanian, D., Mary Haught, Robyn Kobayashi, & Marshall, S. (1998, August). Modeling individual differences in the NRL Navigation Task. In Proceedings of the 20th Annual Conference of the Cognitive Science Society.

Marshall, S. P., Morrison, J. G., Allred, L. E., Gillikin, S., & McAllister, J. A. (1997). Eye tracking in tactical decision-making environments: Implementation and analysis. In Proceedings of the 1997 Command and Control Research and Technology Symposium (pp. 347-354). Washington, DC: National Defense University.

Morrison, J. G., Marshall, S. P., Kelly, R. T., & Moore, R. A. (1997). Eye tracking in tactical decision-making environments: Implications for decision support. In Proceedings of the 1997 Command and Control Research and Technology Symposium (pp. 355-364). Washington, DC: National Defense University.

Marshall, S. P., Christensen, S. E., & McAllister, J. A. (1996). Cognitive differences in tactical decision making. In Proceedings of the 1996 Command and Control Research and Technology Symposium (pp. 122-132). Monterey, CA: Naval Postgraduate School.

Smith, D. E., & Marshall, S. P. (1993). Neural network models of decision-making schemas. In J. Borack (Ed.), Applications of Artificial Neural Networks and Related Technologies to Manpower, Personnel, and Training (pp. 137-148). San Diego: NPRDC.


TECHNICAL REPORTS

Marshall, S. P., Davis, C. L., & Knust, S. R. (2005). The Effects of Different Modes of Visually-Presented Information on Cognitive Effort. Technical Report: ETI-0501. San Diego: EyeTracking, Inc.

Marshall, S. P., Davis, C. L., & Knust, S. R. (2004). The Index of Cognitive Activity: Estimating Cognitive Effort from Pupil Dilation. Technical Report: ETI-0401. San Diego: EyeTracking, Inc.

St. John, M., Marshall, S. P., Knust, S. R., & Binning, K. (2003). Attention Management on a Geographical Display: Minimizing Distraction by Decluttering. Technical Report: ETI-0301. San Diego: EyeTracking, Inc.

Marshall, S. P., Stricker, J. L. (2001). Neural Network Models for Decluttering. Technical Report CERF No. 01-03. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

Marshall, S. P. (2001). Decision-Making Schemas in Rapidly Changing Situations (Final Report). Technical Report CERF No. 01-02. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

Marshall, S. P., Davis, C. L., & Knust, S. R. (2001). Use of VisualRepresentations in Eye-Tracking Research. Technical Report CERF No. 01-01. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

Scott, E., & Marshall, S. M. (1998). A Hybrid Model of Novices' Performance on a Simulated CIC Task. Technical Report CERF No. 98-01. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

Marshall, S. P., Wilson, D. M., & Page, K. V. (1998). Sharing Decision-Making Knowledge in Tactical Situations: Extended Analyses. Technical Report CERF No. 98-02. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

Marshall, S. P. (1998). Cognitive Workload and point of gaze: A re-analysis of the DSS Directed-Question Data. Technical Report CERF No. 98-03. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

Marshall, S. P., Christensen, S. E., & McAllister, J. A. (1995). Recognizing tactical situations: How do decision makers know when to make a decision?. Technical Report 95-01, Office of Naval Research Contract No. N00014-93-1-0525. San Diego, California.

Marshall, S. P., (1991). FINAL REPORT: Schemas in Problem Solving. Technical Report 91-02, Office of Naval Research Contract No. N00014-90-J-1143. San Diego, California.

Marshall, S. P., Computer-based assessment of schema knowledge in a flexible problem-solving environment. Technical Report 91-01, Office of Naval Research Contract No. N00014-90-J-1143. San Diego, California.


PAPER/POSTER PRESENTATIONS

Bartels, M. & Marshall, S. Eye tracking and universal access: Three applications and practical examples. Invited presentation to be given at the HCI International 2011 Conference, Orlando, FL, July 2011.

Marshall, S. (2010). Measuring cognitive workload in simulation environments. Presented at the 8th Annual STISIM Users Group Meeting, St. Petersburg, FL, October 2010.

Lee, J., Kahol, K., Kerbl, D.C., Alipanah, N., Hsueh, T.Y., Mucksavage, P., Pck, D.L., Louis, M.K., Winfield, H.N., McDougall E.M. Impact of pre-operative warm-up exercises on surgical performance in urology. Presented at the 28th World Congress of Endourology, Chicago, IL, May 2010

Marshall, S. (2009). What the eyes reveal: Measuring the cognitive workload of teams. Invited presentation given at the 13th International Conference on Human-Computer Interaction, San Diego, July 2009.

Marshall, S. (2008). Beyond eye movements: Brain activity and the pupil. Presented at the Eye-Movement Monitoring Workshop, NASA Ames Research Center, Moffett Field, CA, April 2008.

Marshall, S. (2008). Cognitive models of tactical decision making. Invited presentation given at Applied Human Factors and Ergonomics International 2008, Las Vegas, July 2008.

Kieras, D. & Marshall, S. (2006). Visual availability and fixation memory in modeling visual search using the EPIC architecture. To be presented at the 2006 Annual Conference of the Cognitive Science Society, Vancouver, July 2006.

Bartels, M. & Marshall, S. (2006). Eye tracking insights into cognitive modeling. Presented at the 2006 Symposium on Eye Tracking Research & Applications, San Diego, CA March 27 - 29, 2006.

Marshall, S. P. Assessing Cognitive Engagement and Cognitive State from Eye Metrics. Presented at the HCI International, 11th International Conference on Human-Computer Interaction & 1st International Conference on Augmented Cognition,, Las Vegas, July 2005.

Weatherhead, J. J., & Marshall, S. P. From Disparate Sensors to a Unified Gauge: Bringing Them All Together. Presented at the HCI International, 11th International Conference on Human-Computer Interaction & 1st International Conference on Augmented Cognition,, Las Vegas, July 2005.

Marshall, S. P. Measures of Attention and Cognitive Effort in Tactical Decision Making. Presented at the Conference on Human Factors of Decision Making in Complex Systems, Dunblane, Scotland, September 2003.

Marshall, S. P., Pleydell-Pearce, C., & Dickson, B. T. Integrating psychophysiological measures of cognitive workload and eye movements to detect strategy shifts. Presented at the 36th Annual Hawaii International Conference on System Sciences (HICSS). Kona, Hawaii. January 2003.

Marshall, S. P., & St. John, M. The Index of Cognitive Activity as a Measure of Cognitive Workload on the Warship Commander Task (WCT). Poster presented at the joint session of DARPA’s Bio Bionics Augmented Cognition Workshop and HICSS-36. Kona, Hawaii. January 2003.

Marshall, S. P. & Stricker, J., An Introduction to Cognitive Schema Theory. Presented by the second author in a Panel Session organized by Professor Stevan Nielsen, Association for the Advancement of Behavioral Therapy (AABT), November 15, 2002, Reno, NV.

Marshall, S. P. The Index of Cognitive Activity: Measuring Cognitive Workload. Presented at the 2002 IEEE 7th Conference on Human Factors and Power Plants. Scottsdale AZ, September 2002.

Marshall, S. P. Cognitive workload and pupil dilation: A useful and usable indicator of cognitive activity. In E. Granholm & S. Steinhauer (chairs), In the mind’s eye: A view through the pupil at cognition in psychopathology. Symposium presented at the 40th Annual Meeting of the Society for Psychophysiological Research, San Diego, October 2000.

Verney, S. P., Granholm, E., & Marshall, S. P. (2000). Pupillary response indexing resource allocation improves prediction of IQ. Poster presented at the 40th Annual Meeting of the Society for Psychophysiological Research, San Diego, October 2000.

Marshall, S. P. Using eye tracking to understand situational awareness. In H. Gigley (chair), Cognitive Aspects of Situation Awareness. Symposium presented at the Conference on Human Performance, Situation Awareness and Automation: User-Centered Design for the New Millennium. Savannah, GA, October 2000.

Marshall, S.P., Knust, S. R., & Ishizaka, K. Using eye activity to study the cognitive processes of individual differences. To be presented at the Annual Meeting of the International Ergonomics Association and Human Factors and Ergonomics Society, San Diego, July 2000.

Marshall, S. P., & Davis, C. L. (1999, September). Monitoring Eye Movements in Tactical Decision Making. Poster presented at the European Eye Movement Conference, Utrecht, Netherlands.

Gordon, D., Subramanian, D., Mary Haught, Robyn Kobayashi & Marshall, S. (1998, August). Modeling individual differences in the NRL Navigation Task. Presented at the 20th Annual Conference of the Cognitive Science Society, Madison, WI.

Marshall, S. P., Wilson, D. M., Knust, S. R., Smith, M., & Garcia, R. J. (1998). Sharing Decision-Making Knowledge in Tactical Situations. Presented at the Command and Control Research and Technology Symposium. Naval Postgraduate School, Monterey, CA.

Marshall, S. P., Morrison, J. G., McAllister, J. A., Allred, L. E., & Gillikin, S. (1997, June). Eye tracking in tactical decision making environments: Implementation and analysis. Presented at the Annual Command and Control Research and Technology Symposium, Washington, D.C.

Morrison, J. G., Marshall, S. P., Kelly, R. T., & Moore, R. A. (1997, June). Eye tracking in tactical decision making environments: Implications for decision support.. Presented at the Annual Command and Control Research and Technology Symposium, Washington, D.C.

Allred, L. E., & Marshall, S. P. (1997, May). Pupillary changes as indicators of understanding computer-based instruction. Presented at the Annual Meeting of the American Psychological Society, Washington, D.C.

Marshall, S. P. (1996, June). Cognitive differences in tactical decision making. Presented at the Annual Command and Control Research and Technology Symposium, Monterey, CA.


INVITED ADDRESSES

New Techniques for Evaluating Innovative Interfaces with Eye Tracking. Key note address presented at the joint meeting of the 16th ACM Symposium on User Interface Softwareand Technology) and ICMI-PUI (the International Conference onMultimodal Interfaces), Vancouver, British Columbia, November 5, 2003.

Cognitive and Instructional Applications for New Eye-Tracking Technologies. Invited address presented at the International Conference on Application of Neuroscience Technology to Educational and Social Research, Hong Kong, May 2002.

Eye Tracking: A Rich Source of Information for User Modeling. Invited address presented at the 8th International Conference on User Modeling, UM'2001, Sondhofen,Germany, July 2001.

EyeTracking: A Tool for Tomorrow’s Web-Based Training Designer. Invited address presented at the WBT Producer Conference & Expo, San Diego, April 2000.

Cognitive Applications of New Computational Technologies in Eye Tracking. Invited address given at the International Conference on Artificial Intelligence in Education. Le Mans, France, July 1999.

Tactical Decision Making: How Do You Know When You Need to Act? Invited presentation made at the invitation of the American Psychological Association as part of an exhibit presented to the U.S. House of Representatives by the Association of American Universities, entitled “Basic Research in the National Defense.” Washington, DC: May 1997.


COMMISSIONED PAPERS

Richstone, L., Reggio, E.*, Seideman, C.*, Okeke, Z., Ziegelbaum, M., Lee, B., Marshall, S., & Kavoussi, L. (May 2007). Eye Tracking During Laoaroscopic Surgery: Correlation of eye movements with levels of experience. Poster presented at the Engineering and Urology Society (EUS), Anaheim, Florida, May 2007.

Richstone, L., Reggio, E.*, Seideman, C.*, Okeke, Z., Ziegelbaum, M., Lee, B., Marshall, S., & Kavoussi, L. (May 2007). Surgical eye tracking as a tool for skill. Presented at the Engineering and Urology Society (EUS), Anaheim, Florida, May 2007.

Richstone, L., Reggio, E.*, Seideman, C.*, Okeke, Z., Ziegelbaum, M., Lee, B., Marshall, S., & Kavoussi, L. (October 2007). Eye tracking during laparoscopic surgery: Correlation of eye movements with levels of experience. Video presentation at the World Congress of Endourology, Cancun Mexico, October 2007

Richstone, L., Reggio, E.*, Seideman, C.*, Okeke, Z., Ziegelbaum, M., Lee, B., Marshall, S., & Kavoussi, L. (October 2007). Eye tracking as an objective method of assessing surgical skills. Poster presented at the World Congress of Endourology, Cancun Mexico, October 2007.

Richstone, L., Reggio, E.*, Seideman, C.*, Okeke, Z., Ziegelbaum, M., Lee, B., Marshall, S., & Kavoussi, L. (November 2007). Eye tracking as an objective method of surgical skill assessment. Poster presentation at Society of Urologic Oncology, Washington DC, November 2007.