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Selected
Publications By Year
In Press
Gonzalez,
C., Dutt, V., & Lebiere, C. (in press). Validating instance-based
learning mechanisms outside of ACT-R. Journal of Computational Science.
Gonzalez, C.,
& Lebiere, C. (in press). Cognitive architectures combine formal and
heuristic approaches. Behavioral and Brain Sciences.
Gonzalez, C., Martin, J. M., Minshew, N. J., &
Behrmann, M. (in press). Practice makes improvement: How adults with
autism out-perform others in a naturalistic visual search task. Journal
of Autism and Developmental Disorders.
Dutt,
V., Ahn, Y., & Gonzalez, C. (in press). Cyber situation awareness:
Modeling detection of cyber attacks with Instance-Based Learning Theory.
Human Factors.
Dutt,
V., & Gonzalez, C. (in press). Climate risk communication: Effects
of cost, timing, and probability of climate consequences in decisions
from description and experience. In D. Fung (Ed.), Psychology of
policy making. Hauppauge, NY: Nova Science Publishers.
Martin, J. M., Juvina, I., Lebiere,
C., & Gonzalez, C. (in press). The effects of individual and context
on aggression in repeated social interaction. Applied Ergonomics.
Yu, M., & Gonzalez, C. (in press).
Stopping decisions: Information order effects on non-focal evaluations.
Human Factors.
top
2013
Gonzalez, C. (2013). Cognitive science: An introduction.
In P. Lanzer (Ed.), Catheter-based cardiovascular interventions
(pp. 61-67). Springer.
Gonzalez, C. (2013). From individual decisions from experience to behavioral
game theory: Lessons for cyber security. In S. Jajodia, A. K. Ghosh,
V. S. Subrahmanian, V. Swarup, C. Wang, & X. S. Wang (Eds.), Moving
target defense II: Applications of game theory and adversarial modeling
(pp. 73-86). New York: Springer.
Gonzalez, C. (2013). The boundaries of instance-based learning theory
for explaining decisions from experience. In V. S. Chandrasekhar Pammi
& N. Srinivasan (Eds.), Progress in brain research (Vol.
202, pp. 73-98). Amsterdam, the Netherlands: Elsevier.
Gonzalez,
C., Saner, L. & Eisenberg, L. (2013). Learning to stand in the other's
shoes: A computer video game experience of the Israeli-Palestinian Conflict.
Social Science Computer Review, 31(2), 236-243.
Dutt, V., & Gonzalez, C. (2013). Enabling eco-friendly choices
by relying on the proportional-thinking heuristic. Sustainability,
5, 357-371.
Dutt,
V., & Gonzalez, C. (2013). Reducing the linear perception of nonlinearity:
Use of a physical representation. Journal of Behavioral Decision
Making, 26(1), 51-67.
Dutt,
V., & Gonzalez, C. (2013). Responding linearly in nonlinear problems:
Application to earth's climate. In M. Carpenter & E. J. Shelton
(Eds.), Carbon dioxide emissions: New research (pp. 15-30).
Hauppauge, New York: Nova Science Publishers.
Juvina,
I., Saleem M., Gonzalez, C., & Lebiere, C. (2013). Reciprocal trust
mediates deep transfer of learning between games of strategic interaction.
Organizational Behavior and Human Decision Processes, 120(2),
206-215.
Madhavan,
P., Gonzalez, C., & Brown, J. R. (2013). The impact of target base
rate on training and transfer of learning in airline luggage screening:
An examination of three base rate scenarios. Applied Cognitive Psychology,
27(2), 263-273.
Neo, W. S., Yu, M.,
Weber, R., & Gonzalez, C. (2013). The effects of time delay in reciprocity
games. Journal of Economic Psychology, 34, 20-35.
Proctor,
R. W., Yamaguchi, M., Dutt, V., & Gonzalez, C. (2013). Dissociation
of S-R compatibility and Simon effects with mixed tasks and mappings.
Journal of Experimental Psychology: Human Perception and Performance,
39(2), 593-609.
top
2012
Gonzalez, C. (2012). Cognitive models of training principles and the
Instance-Based Learning Tool. In A. Healy & L. E. Bourne (Eds.),
Training cognition: Optimizing efficiency, durability, and generalizability
(pp. 181-200). New York: Psychology Press.
Gonzalez, C. (2012).
Training decisions from experience with decision making games. In P.
Durlach & A. M. Lesgold (Eds.), Adaptive technologies for training
and education (pp. 167-178). New York: Cambridge University Press.
Gonzalez, C., & Dutt, V. (2012). Refuting data aggregation arguments
and how the IBL model stands criticism: A reply to Hills and Hertwig
(2012). Psychological Review, 119(4), 893-898.
Gonzalez, C., Kampf, R., & Martin, J. M. (2012).
Action diversity in a simulation of the Israeli-Palestinian conflict.
Computers in Human Behavior, 28(1), 233-240.
Gonzalez, C., & Saner, L. D.
(2012). Thinking or feeling? Effects of decision making personality
in conflict resolution. In J. von Brinken & H. Konietzny (Eds.),
Emotional gaming (pp. 77-89). Germany: epodium.
Gonzalez, C. & Wong, H. (2012). Understanding stocks and flows
through analogy. System Dynamics Review, 28(1), 3-27.
Dutt,
V., & Gonzalez, C. (2012). Making Instance-based Learning Theory
usable and understandable: The Instance-based Learning Tool. Computers
in Human Behavior, 28(4), 1227-1240. doi: 10.1016/j.chb.2012.02.006
Dutt, V., & Gonzalez, C. (2012).
Cyber situation awareness: Modeling the security analyst in a cyber-attack
scenario through instance-based learning. In C. Onwubiko and T. Owens
(Eds.), Situational awareness in computer network defense: Principles,
methods and applications (pp. 125-140). Hershey, PA: IGI Global.
Dutt, V.,
& Gonzalez, C. (2012). Decisions from experience reduce misconceptions
about climate change. Journal of Environmental Psychology, 32(1), 19-29.
doi:10.1016/j.jenvp.2011.10.003
Dutt, V., & Gonzalez,
C. (2012). Human control of climate change. Climatic Change, 111(3-4),
497-518.
Dutt, V., & Gonzalez, C. (2012).
Why do we want to delay actions on climate change? Effects of probability
and timing of climate consequences. Journal of Behavioral Decision
Making, 25(2), 154-164.
Dutt,
V., & Gonzalez, C. (2012). The role of inertia in modeling decisions
from experience with instance-based learning. Frontiers in Cognitive
Science, 3, 177. doi: 10.3389/fpsyg.2012.00177
Lejarraga, T.,
Dutt, V., & Gonzalez, C. (2012). Instance-Based Learning: A general
model of repeated binary choice. Journal of Behavioral Decision Making,
25(2), 143-153.
Lejarraga,
T., Hertwig, R., & Gonzalez, C. (2012). How choice ecology influences
search in decisions from experience. Cognition, 124(3), 334-342.
Madhavan, P., Lacson, F. C., Gonzalez, C., & Brennan,
P. C. (2012). The role of incentive framing on training and transfer
of learning in visual threat detection task. Applied Cognitive
Psychology, 26, 194-206.
Yu, M., Lejarraga,
T., & Gonzalez, C. (2012). Context-specific, scenario-based risk
scales. Risk Analysis, 32(12), 2166-2181.
top
2011
Gonzalez, C., & Dutt, V. (2011). A generic dynamic
control task for behavioral research and education. Computers in
Human Behavior, 27, 1904-1914.
Gonzalez,
C., & Dutt, V. (2011). Instance-based learning: Integrating decisions
from experience in sampling and repeated choice paradigms. Psychological
Review, 118(4), 523-551.
Gonzalez, C., Dutt, V.,
& Lejarraga, T. (2011). A loser can be a winner: Comparisons of
two instance-based learning models in a market entry competition. Games,
2(1), 136-162.
Gonzalez, C., & Madhavan,
P. (2011). Diversity during practice enhances detection of novel stimuli.
Journal of Cognitive Psychology, 23(3), 342-350.
Gonzalez, C., & Martin, J. M. (2011). Scaling up instance-based
learning theory to account for social interaction. Negotiation and
Conflict Management Research, 4(2), 110-128.
Gonzalez, C., & Martin, J. M. (2011). Dynamic decision making and
cultural affiliation. In R. W. Proctor, S. Noff, & Y. Yih (Eds.),
Cultural factors in decision making and action (pp. 33-52). Boca
Raton, FL: CRC Press.
Brunstein, A., & Gonzalez,
C. (2011). Preparing for novelty with diverse training. Applied Cognitive
Psychology, 25(5), 682-691.
Dutt, V., Ahn, Y-S., & Gonzalez,
C. (2011). Cyber situation awareness: Modeling the security analyst
in a cyber-attack scenario through instance-based learning. Lecture
Notes in Computer Science, 6818, 280-292.
Juvina, I., Lebiere, C., Martin,
J. M., & Gonzalez, C. (2011). Intergroup prisoner's dilemma with
intragroup power dynamics. Games, 2, 21-51.
Lejarraga, T. & Gonzalez,
C. (2011). Effects of feedback and complexity on repeated decisions
from description. Organizational Behavior and Human Decision Processes,
116, 286-295.
top
2010
Gonzalez, C., Best, B., Healy,
A., Bourne, L., & Kole, J. (2010). A cognitive modeling account of fatigue.
Journal of Cognitive Systems Research, 12, 19-32.
Gonzalez, C., & Czlonka,
L. (2010). Games for peace: Empirical investigations with PeaceMaker.
In J. Cannon-Bowers & C. Bowser (Eds.), Serious game design and development:
Technologies for training and learning (pp. 134-149). Hershey, PA: IGI Global.
Brunstein, A., Gonzalez, C.,
& Kanter, S. (2010). Effects of domain experience in the stock-flow
failure. System Dynamics Review, 26(4), 347-354.
Kiziltas, S., Akinci, B., &
Gonzalez, C. (2010). Comparison of expert and novice cost estimators'
behaviors in information pull and push methods. Canadian Journal
of Civil Engineering, 37(2), 290-301.
Lebiere,
C., Gonzalez, C., & Warwick, W. (2010). Cognitive architectures,
model comparisons, and AGI. Journal of Artificial Intelligence,
2(2), 1-19.
Madhavan, P. & Gonzalez,
C. (2010). The relationship between stimulus-response mappings and the
detection of novel stimuli in a simulated luggage screening task. Theoretical
Issues in Ergonomics Science, 11(5), 461-473.
Strater, L. D.,
Cuevas, H. M., Connors, E. S., Gonzalez, C., Ungvarsky, D. M., &
Endsley, M. R. (2010). Optimizing technology-mediated ad hoc team performance:
Consideration of cognitive, behavioral, and attitudinal factors. In
K. L. Mosier & U. M. Fisher (Eds.), Informed by knowledge: Expert
performance in complex situations (pp. 149-164). London, UK: Psychology
Press.
Young, M. D., Healy,
A. F., Gonzalez, C., Dutt, V., & Bourne, L. E. (2010). Effects of
training with added difficulties on RADAR detection. Applied Cognitive
Psychology, 24, 1-22.
top
2009
Gonzalez, C., & Brunstein, A. (2009). Dynamic decision making and training
in disaster triage. Journal of Trauma, Injury, Infection and Critical
Care, 67(2), 100-105.
Gonzalez, C., Saner, L.,
Endsley, M., Bolstad, C. A., & Cuevas, H. M. (2009). Modeling and
measuring situation awareness in individuals and teams. In P. McDermott
& L. Allender (Eds.), Advanced decisions architectures for the warfighter:
Foundations and technology (pp. 257-272). Army Research Laboratory Advance Decision
Architectures Collaborative Technology Alliance.
Gonzalez, C., Thomas, R. P., & Madhavan, P. (2009). The effects of
conjunctive search and response mappings on automatic performance in
a complex visual task. In D. H. Andrews, R. P. Herz, & M. Wolf (Eds.),
Human factors issues in combat identification (pp. 85-98). Surrey,
UK: Ashgate Publishing Limited.
Brenan R., Madhavan, P., & Gonzalez, C., (2009). The impact of performance
incentives during training on transfer of learning. In Proceedings
of the Human Factors and Ergonomics Society 53rd Annual Meeting.
San Antonio, TX: Human Factors and Ergonomics Society.
Cronin,
M., Gonzalez, C., & Sterman, J. D. (2009). Why don't well-educated adults
understand accumulation? A challenge to researchers, educators and citizens.
Organizational Behavior and Human Decision Processes, 108, 116-130.
Dutt, V., & Gonzalez, C. (2009).
Human "mis"-perceptions of climate change. In Proceedings
of the Human Factors and Ergonomics Society 53rd Annual Meeting.
San Antonio, TX, October 19-23, 2009. Human Factors and Ergonomics Society.
Lebiere, C., Gonzalez, C., & Warwick, W. (2009). A comparative approach
to understanding general intelligence: Predicting cognitive performance
in an open-ended dynamic task. In B. Goertzel, P. Hitzler, & M. Hutter
(Eds.), Proceedings of the Second Conference on Artificial General Intelligence.
Arlington, VA: Atlantis Press.
Saner, L. D., Bolstad, C. A., Gonzalez, C., & Cuevas, H. M. (2009).
Measuring and predicting shared situation awareness in teams. Journal
of Cognitive Engineering and Decision Making, 3(3), 280-308.
Saner, L. D., & Gonzalez, C. (2009). Naturalistic decision framing
in computer mediated scientific exploration. In B. L. W. Wong & N. A.
Stanton (Eds.), Proceedings of the 9th Bi-Annual International Conference
on Naturalistic Decision Making (pp. 138-143). Swindon, UK: The British
Computer Society.
top
2008
Gonzalez,
C., & Thomas, R. (2008). Effects of automatic detection on dynamic
decision making. Journal of Cognitive Engineering and Decision Making,
2(4), 328-348.
Dutt, V., & Gonzalez,
C. (2008). Human perceptions of climate change. In B. Dangerfield (Ed.),
Proceedings of the 26th International Conference of the
System Dynamics Society (pp. 47). Athens, Greece: System Dynamics
Society.
Lacson, F., Gonzalez, C., & Madhavan, P. (2008). Framing and context
effects in visual search training. In Proceedings of the Human Factors
and Ergonomics Society Annual Meeting (HFES 52th Annual Meeting)
(pp. 348-352). NYC, NY: Human Factors and Ergonomics Society.
top
2007
Gonzalez,
C. & Dutt, V. (2007). Learning to control a dynamic task: A system dynamics
cognitive model of the slope effect. In Lewis, Polk, & Laird (Eds.),
Proceedings of the 8th International Conference on Cognitive Modeling
(pp. 61-66). Ann Arbor, MI.
Gonzalez,
C., & Vrbin, C. (2007). Dynamic simulation of medical diagnosis:
Learning in the medical decision making and learning environment MEDIC.
In A. Holzinger (Ed.), Usability & HCI for Medicine and Health
Care. 3rd Symposium of the Austrian Computer Society (Lecture Notes
in Computer Science, vol. 4799), ISBN: 978-3-540-76804-3.
Gonzalez,
C., & Wimisberg, J. (2007). Situation awareness in dynamic decision-making:
Effects of practice and working memory. Journal of Cognitive Engineering
and Decision Making, 1(1), 56-74.
Best,
B. J., Gonzalez, C., Young, M. D., Healy, A. F., & Bourne, L. E.,
Jr. (2007). Modeling automaticity and strategy selection in dynamic
visual detection. In Proceedings of the Sixteenth Conference on
Behavior Representation in Modeling and Simulation (pp. 3-11).
Orlando, FL: Simulation Interoperability Standards Organization.
Cronin,
M., & Gonzalez C. (2007). Understanding the building blocks of systems
dynamics. Systems Dynamics Review, 23(1), 1-17.
Dutt,
V. & Gonzalez, C. (2007). Slope of inflow impacts dynamic decision making.
In Proceedings of the 25th International Conference of the System
Dynamics Society. (pp. 79). Boston, MA: System Dynamics Society.
Graham,
J., Gonzalez, C., & Schneider, M. (2007). A dynamic network analysis
of an organization with expertise out of context. In R. Hoffman (Ed.),
Expertise out of context. New York, NY: Lawrence Erlbaum Associates.
Lebiere,
C., Gonzalez, C. & Martin, M.K. (2007). Instance-based decision making
model of repeated binary choice. In Lewis, Polk, & Laird (Eds.), Proceedings
of the 8th International Conference on Cognitive Modeling (ICCM) (pp.
77-82). Ann Arbor, MI.
Madhavan, P., Gonzalez, C., & Lacson, F. (2007). Differential base
rate training influences detection of novel targets in a complex visual
inspection task. In Proceedings of the Human Factors and Ergonomics
Society Annual Meeting (HFES 51st Annual Meeting) (pp. 392-396).
Baltimore, MD: Human Factors and Ergonomics Society.
top
2006
Gonzalez,
C., Martin, M. K., & Hansberger, J. (2006). Feedforward effects
on predictions in a dynamic battle scenario. In Proceedings of the
Human Factors and Ergonomics Society Annual Meeting (HFES 50th Annual
Meeting) (pp. 265-269). Santa Monica, CA: Human Factors and Ergonomics
Society.
Fu.,
W., & Gonzalez, C. (2006). Learning in dynamic decision making:
Information utilization and future planning. In R. Sun (Ed.), The
28th Annual Conference of the Cognitive Science Society (CogSci 2006)
(pp. 244-249). Mahwah, NJ: Lawrence Erlbaum Associates.
Fu.,
W., Gonzalez, C., Healy, A. F., Kole, J. A., & Bourne, L. E., Jr.
(2006). Building predictive models of skill acquisition in a data entry
task. In Proceedings of the Human Factors and Ergonomics Society
Annual Meeting (HFES 50th Annual Meeting) (pp. 1122-1126). Santa
Monica, CA: Human Factors and Ergonomics Society.
Graham,
J., Zheng, L., & Gonzalez, C. (2006). A cognitive approach to game
usability and design: Mental model development in novice real-time strategy
gamers. Cyber Psychology & Behavior, 9(3), 361-366.
Madhavan,
P., & Gonzalez, C. (2006). Effects of sensitivity, criterion shifts
and subjective confidence on the development of automaticity in airline
luggage screening. In Proceedings of the Human Factors and Ergonomics
Society Annual Meeting (HFES 50th Annual Meeting) (pp. 334-338).
Santa Monica, CA: Human Factors and Ergonomics Society.
top
2005
Gonzalez
C. (2005). Decision support for real-time dynamic decision making tasks.
Organizational Behavior and Human Decision Processes, 96, 142-154.
Gonzalez,
C. (2005). Task workload and cognitive abilities in dynamic decision
making. Human Factors, 47(1), 92-101.
Gonzalez,
C., Dana, J., Koshino, H., & Just, M. (2005). The framing effect
and risky decisions: Examining cognitive functions with fMRI. Journal
of Economic Psychology, 26(1), 1-20.
Gonzalez
C., & Lebiere, C. (2005). Instance-based cognitive models of decision
making. In Zizzo, D. and Courakis, A. (Eds.). Transfer of knowledge
in economic decision making. New York: Palgrave McMillan.
Gonzalez
C., Thomas, R., & Vanyukov, P. (2005). The relationships between
cognitive ability and dynamic decision making. Intelligence,
33(2): 169-186.
Gonzalez
C., Vanyukov, P., & Martin M. K. (2005). The use of microworlds
to study dynamic decision making. Computers in Human Behavior,
21, 273-286.
top
2004
Gonzalez,
C. (2004). Learning to make decisions in dynamic environments: Effects
of time constraints and cognitive abilities. Human Factors,
46(3), 449-460.
Gonzalez, C., Juarez, O.,
& Graham, J. (2004). Cognitive and computational models as tools
to improve situation awareness. In Proceedings of the 48th Annual
Meeting of the Human Factors and Ergonomics Society. New Orleans,
LA, September
Graham,
J., Schneider, M., Bauer, A., Bessiere, K., & Gonzalez, C. (2004). Shared
mental models in military command and control organizations: Effect
of social network distance. In Proceedings of the 48th Annual Meeting
of the Human Factors and Ergonomics Society (HFES). Santa Monica,
CA: Human Factors and Ergonomics Society.
Juarez, O., & Gonzalez, C. (2004). Situation awareness of commanders: A cognitive model. Proceedings of the Conference on Behavior Representation in Modeling and Simulation. Arlington, VA, May.
Martin, M. K., Gonzalez, C., & Lebiere, C. (2004). Learning to make decisions in dynamic environments: ACT-R plays the Beer Game. Proceedings of the 6th International Conference on Cognitive Modeling. Pittsburgh, PA, July–August.
top
2003
Gonzalez, C. (2003). Verbal
protocols from novices and experts in dynamic decision making. Proceedings
of the 47th Annual Meeting of the Human Factors and Ergonomics Society.
Denver, CO, October.
Gonzalez, C. &
Golenbock, J. (2003). Impact of numerical and graphical formats on dynamic
decision making performance: An eye-tracking study. In A. Sánchez &
C. de Souza (Eds.), Proceedings of the First Latin American Conference
of Human-Computer Interaction. ACM; SIGCHI.
Gonzalez,
C., Lerch, F. J., & Lebiere, C. (2003). Instance-based learning
in dynamic decision making, Cognitive Science, 27,
591-635.
Gonzalez,
C., & Quesada, J. (2003). Learning in dynamic decision making: The
recognition process, Computational and Mathematical Organization
Theory, 9(4), 287-304.
de Souza, C., Sanchez,
A., Barbosa, S., & Gonzalez, C. (2003). Proceedings of the Latin
American Conference on Human-Computer Interaction (ACM International
Conference Proceedings Series, Vol. 46). New York: ACM Press.
Graham, J., Gonzalez, C., & Doyle, M. (2003). Using communication patterns
in the design of an adaptive organizational structure for command and
control. In Proceedings of the 47th Annual Meeting of the Human Factors
and Ergonomics Society (HFES) (pp. 410-413). Santa Monica, CA: Human
Factors and Ergonomics Society.
top
2002
Gonzalez, C. (2002). The role of cognitive modeling in enhancing dynamic
decisions. In W. D. Gray & C. D. Schunn (Eds.), Proceedings of the
24th Annual Meeting of the Cognitive Science Society (CogSci 2002)
(p. 1005). Mahwah, NJ: Lawrence Erlbaum Associates.
top
2000
Gonzalez, C. (2000). Review of Human performance and ergonomics, edited by Peter A. Hancock. International Journal of Cognitive Ergonomics, 4(3): 271-272.
top
Before 2000
Gonzalez, C. (1996). Does
animation in user interfaces improve decision making? In M. J. Tauber
(Ed.), Proceedings of the International Conference on Human Factors
in Computing Systems (pp. 27-34). New York, NY: The Association
for Computing Machinery; Reading, MA: Addison-Wesley.
Gonzalez, C. (1995). Visual
design of interaction, dialog, or interface. SIGCHI Bulletin, 27(1),
12-13.
Gonzalez, C., & Kasper,
G. (1999). Animation in user interfaces. In K. E. Kendall (Ed.), Emerging
information technologies: Improving decisions, cooperation, and infrastructure.
Thousand Oaks, CA: Sage Publications. ISBN: 0761917497, 45-74.
Gonzalez, C., & Kasper,
G. (1997). Animation in user interfaces designed for decision support
systems: The effects of image abstraction, transition, and interactivity
on decision quality. Decision Sciences Journal, 28(4), 793-823.
Gonzalez,
C., Sanchez, A., & Prates, R. O. (1999). Encouraging CHI collaboration
in Latin America. Paper presented at the International Conference
on Human Factors in Computing Systems (HFES), Pittsburgh, PA, May
15-20.
Lerch,
F. J., Gonzalez, C., & Lebiere, C. (1999). Learning under high cognitive
workload. In M. Hahn & S. C. Stoness (Eds.), Proceedings of the 21st
Annual Meeting of the Cognitive Science Society (CogSci 1999) (pp.
302-307). Mahwah, NJ: Lawrence Erlbaum Associates.
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