Selected Publications

2024

Malloy, T., Du, Y., Fang, F., & Gonzalez, C. (2023). Generative Environment-Representation Instance-Based Learning: A Cognitive Model. In Proceedings of the AAAI Symposium Series, (Vol. 2, No. 1, pp. 326-333). https://ojs.aaai.org/index.php/AAAI-SS/article/view/27696/27469 Link

McDonald, C., Malloy, T., Nguyen, T. N., & Gonzalez, C. (2023). Exploring the Path from Instructions to Rewards with Large Language Models in Instance-Based Learning. In Proceedings of the AAAI Symposium Series, (Vol. 2, No. 1, pp. 334-339). https://ojs.aaai.org/index.php/AAAI-SS/article/view/27697/27470. Link

2023

Gonzalez, C. (2023). Building Human-Like Artificial Agents: A General Cognitive Algorithm for Emulating Human Decision-Making in Dynamic Environments. Perspectives on Psychological Science, https://journals.sagepub.com/doi/epub/10.1177/17456916231196766 Link

Gonzalez, C., Admoni, H., Brown, S., Woolley, A.W. (2023). COHUMAIN: Building the Socio-Cognitive Architecture of Collective Human-Machine Intelligence. TopiCS in Cognitive Science, https://doi.org/10.1111/tops.12673. Wiley Online Library. Link

Gonzalez, C., Aggarwal, P., Cranford, E. A., Lebiere, C. (2023). Adaptive Cyberdefense with Deception: A Human-AI Cognitive Approach. In T. Bao et al., (eds.). Cyber Deception, Techniques, Strategies, and Human Aspects. Vol. 89. pp. 41-57, Springer. https://doi.org/10.1007/978-3-031-16613-6_3. Link

Aggarwal, P., Jabbari, S., Thakoor, O., Cranford, E. A., Vayanos, P., Lebiere, C., Tambe, M., & Gonzalez, C. (2023). Human-Subject Experiments on Risk-Based Cyber Camouflage Games. In T. Bao et al., (eds.). Cyber Deception, Techniques, Strategies, and Human Aspects. Vol. 89. https://doi.org/10.1007/978-3-031-16613-6_2, pp. 25-40, Springer. Link

Aggarwal, P., Cranford, E. A., Tambe, M., Lebiere, C. & Gonzalez, C. (2023). Deceptive Signaling: Understanding Human Behavior Against Signaling Algorithms. In T. Bao et al., (eds.). Cyber Deception, Techniques, Strategies, and Human Aspects. Vol. 89. https://doi.org/10.1007/978-3-031-16613-6_5, pp. 83-96, Springer. Link

Cranford, E. A., Ou, H.-C., Gonzalez, C., Tambe, M., & Lebiere, C. (2023). Accounting for uncertainty in deceptive signaling for cybersecurity. In Proceedings of the 56th Hawaii International Conference on System Sciences. (pp. 876–885). Maui, HI. https://hdl.handle.net/10125/102738. Link

Du, Y., Prebot, B., Xi, X. & Gonzalez, C., (2023). A Cyber-War Between Bots: Human-Like Attackers are More Challenging for Defenders than Deterministic Attackers. In Proceedings of the 56 Hawaii International Conference on System Sciences. (pp. 856-865). HICSS 2023, January 7-10, 2023, Maui, HI. https://hdl.handle.net/10125/102736 Link

Galesic, M., Barkoczi, D., Berdahl, A., Biro, D., Carbone, G., Giannoccaro, I., Goldstone, R., Gonzalez, C., Kandler, A., Kao, A., Kendal, R., Kline, M., Lee, E., Massari, G. F., Mesoudi, A., Olsson, H., Pescetelli, N., Sloman, S. J., Smaldimo, P. E., & Stein, D. L. (2023). Beyond collective intelligence: Collective adaptation. J. R. Soc. Interface. 20: 20220736. https://doi.org/10.1098/rsif.2022.0736. Link

Gulati, A., Nguyen, T. N., Gonzalez, C. (2023). Task Complexity and Performance in Individuals and Groups Without Communication. In Gurney, N., & Sukthankar, G. (eds.), Computational Theory of Mind for Human-Machine Teams. First International Symposium, ToM for Teams 2021, Virtual Event, November 4-6, 2021, Revised Selected Papers. Springer Cham. Pp. 102-117. 978-3-031-21671-8 Published: 01 January 2023. https://doi.org/10.1007/978-3-031-21671-8. Link

Gupta, P., Nguyen, T. N., Gonzalez, C., & Woolley, A. W. (2023). Fostering Collective Intelligence in Human-AI Collaboration: Laying the Groundwork for COHUMAIN. TopiCS in Cognitive Science. Wiley Online Library. https://doi.org/10.1111/tops.12679 Link

Lebiere, C., Cranford, E. A., Aggarwal, P., Cooney, S., Tambe, M., & Gonzalez, C. (2023) Cognitive Modeling for Personalized, Adaptive Signaling for Cyber Deception. In T. Bao et al., (eds.). Cyber Deception, Techniques, Strategies, and Human Aspects. Vol. 89. https://doi.org/10.1007/978-3-031-16613-6_4, pp. 59-82, Springer. Link

Malloy, T., Du, Y., Fang, F., & Gonzalez, C. (2023). Accounting for Transfer of Learning Using Human Behavior Models. Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 11(1), 115-126. (HCOMP 2023). November 6-10, Delft, NL. https://doi.org/10.1609/hcomp.v11i1.27553 Link

Malloy, T., & Gonzalez, C. (2023). Learning to Defend by Attacking (and Vice-Versa): Transfer of Learning in Cybersecurity Games. 2nd Workshop on Active Defense and deception (EuropS&P’23 AD&D Workshop). Delft, Netherlands. July 3-7, 2023. https://adnd23.hotcrp.com/doc/adnd23-final1.pdf?cap=hcav1CWPgLKtDzWtVbRaRBHhRpRpB. Link

Miah, M. S., Aggarwal, P., Gutierrez, M. Thakoor, O., Du, Y., Veliz, O., Singh, K., Kiekintveld, C., & Gonzalez, C. (2023). Diversifying Deception: Game-Theoretic Models for Two-Sided Deception and Initial Human Studies In T. Bao et al., (eds.). Cyber Deception, Techniques, Strategies, and Human Aspects. Vol. 89. https://doi.org/10.1007/978-3-031-16613-6_1, pp. 1-24, Springer. Link

Nguyen, T. N., & Gonzalez, C. (2023). Minimap: An Interactive Dynamic Decision Making Game for Search and Rescue Missions. Behavioral Research Methods. 2023 Aug 8. https://doi.org/10.3758/s13428-023-02149-7. Link

Nguyen, T. N., McDonald, C., & Gonzalez, C. (2023) Credit Assignment: Challenges and Opportunities in Developing Human-Like AI Agents. arXiv:2307.08171. https://doi.org/10.48550/arXiv.2307.08171. Link

Nguyen, N. T., Phan, N. D., & Gonzalez, C. (2023). Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models. ACM Transactions on Autonomous and Adaptive Systems. Vol. 18, Issue 4, Article No: 15, pp. 1-22. https://doi.org/10.1145/3617835. Link

Prebot, B., Du, Y., & Gonzalez, C. (2023). Learning about simulated adversaries from human defenders using interactive cyber-defense games. Journal of Cybersecurity. Volume 9, Issue 1. https://doi.org/10.1093/cybsec/tyad022. Link

Reinert, A., Prebot, B., Rebensky, S., Morrison, D. Valerie Y., Osman, M. C., Nguyen D., Gonzalez, C. (2023). Using Cognitive Models to Develop Synthetic Instances of Known Personas. In Proceedings of the 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023). Vol. 83, 1-8. San Francisco, CA, USA. https://doi.org/10.54941/ahfe1003572. Link

Singh, K., Aggarwal, P., Rajivan, P., & Gonzalez, C. (2023). Cognitive elements of learning and discriminability in anti-phishing training. Computers & Security. 127, 103105. https://doi.org/10.1016/j.cose.2023.103105. Link

Zhao, M., Eadeh, F. R., Nguyen, T. N., Gupta, P., Admoni, H., Gonzalez, C., & Woolley, A. (2023). Teaching Agents to Understand Teamwork: Evaluating and Predicting Collective Intelligence as a Latent Variable via Hidden Markov Models. Computers in Human Behavior. Volume 139, February 2023, 107524. https://doi.org/10.1016/j.chb.2022.107524. Link

2022

Gonzalez, C. (2022). Learning and Dynamic Decision Making. Topics in Cognitive Science. TopiCS. Vol. 14, Issue 1, pp. 14-30. https://doi.org/10.1111/tops.12581. Link

Gonzalez, C. & Aggarwal, P. (2022). Sequential Decisions from Sampling: Inductive Generation of Stopping Decisions Using Instance-Based Learning Theory. Chapter in Sampling theories continue to inspire novel judgment and decision research, Fiedler, K., Juslin, P. & Denrell, J. (Eds.). In Press. https://doi.org/10.31234/osf.io/t4vmb. Link

Aggarwal, P., Thakoor, O., Jabbari, S., Cranford, E. A., Lebiere, C., Tambe, M., & Gonzalez, C. (2022). Designing Effective Masking Strategies for Cyberdefense through Human Experimentation and Cognitive Models. Computers & Security. doi: https://doi.org/10.1016/j.cose.2022.102671. Link

Bugbee, E. H. & Gonzalez, C. (2022). Making Predictions Without Data: How an Instance-Based Learning Model Predicts Sequential Decisions in the Balloon Analog Risk Task. In Proceedings of the Annual Meeting of the Cognitive Science Society, 44. Link

Bugbee, E. H., McDonald, C., & Gonzalez, C. Leveraging cognitive models for the wisdom of crowds in sequential decision tasks. Via https://mathpsych.org/presentation/751Virtual MathPsych/ICCM 2022 Conference. July 11-15, 2022.

Cranford, E. A., Jabbari, S., Ou, H.-C., Tambe, M., Gonzalez, C., & Lebiere, C. Combining machine learning and cognitive models for adaptive phishing training. Via mathpsych.org/presentation/829. Virtual MathPsych/ICCM 2022 Conference. July 11-15, 2022.

Cuellar, M., Gonzalez, C., Dror, I. (2022). Human and Machine Similarity Judgments in Forensic Firearm Comparisons. Forensic Science International: Synergy, 5, 100283. doi: https://doi.org/10.1016/j.fsisyn.2022.100283. Link

Du, Y., Prebot, B., Xi, X. & Gonzalez, C. (2022). Towards Autonomous Cyber Defense: Predictions from a Cognitive Model. 66th International Annual Meeting is organized by Human Factors and Ergonomics Society (HFES). Atlanta, GA. USA, Oct 10-14, 2022. https://doi.org/10.1177/1071181322661504. Link

Du, Y., Aggarwal, P., Singh, K., & Gonzalez, C. Modeling of Multi-Defender Collaboration in a Cyber-Security Scenario. Via mathpsych.org/presentation/796. Virtual MathPsych/ICCM 2022 Conference. July 11-15, 2022.

Dugarte-Pena, G., Sanchez-Segura, M., Medina-Dominguez, F., Amescua, A. & Gonzalez, C. (2022). An Instance-Based Learning Simulation Model to Predict Knowledge Assets Evolution Involved in Potential Transformation Projects. Knowledge Management Research and Practice https://doi.org/10.1080/14778238.2022.2064348. Link

Konstantinidis, E., Harman, J.L. & Gonzalez, C. (2022). Patterns of choice adaptation in dynamic risky environments. Memory & Cognition. https://doi.org/10.3758/s13421-021-01244-4. Link

McCormick, E., Cheyette, S., & Gonzalez, C. (2022). Choice adaptation to changing environments: trends, feedback, and observability of change. Memory & Cognition. https://doi.org/10.3758/s13421-022-01313-2. Link

Nguyen, N. T., Phan, N. D., & Gonzalez, C. (2022). SpeedyIBL: A Comprehensive, Precise, and Fast Implementation of Instance-Based Learning Theory. Behavior Research Methods. https://doi.org/10.3758/s13428-022-01848-x. Link

Park S., Gonzalez, C. & Puranam, P. (2022). Decision Centralization and Learning from Experience in Groups. https://doi.org/10.5465/AMBPP.2022.12213abstract. Virtual MathPsych/ICCM 2022 Conference. July 11-15, 2022.

Prebot, B., Du, Y., Xi, X. & Gonzalez, C. (2022). Cognitive Models of Dynamic Decisions in Autonomous Intelligent Cyber Defense. 2nd International Conference on Autonomous Intelligent Cyber-Defense Agents. AICA 2022, Bordeaux, France, October 25-26, 2022.

Zhang, H., Moisan, F., Aggarwal, P., Gonzalez, C. (2022) Truth-Telling in a Sender–Receiver Game: Social Value Orientation and Incentives. Symmetry. 14(8):1561. https://doi.org/10.3390/sym14081561. PDF

2021

Aggarwal, P., Gutierrez, M., Kiekintveld, C., Bosansky, B., & Gonzalez, C. (2021). Evaluating Adaptive Deception Strategies for Cyber Defense with Human Adversaries. To appear in Kamhoua, C., Kiekintveld, C., Fang, F., & Zhu, Q., Game Theory and Machine Learning for Cyber Security. IEEE Press, John Wiley & Sons, Inc. https://doi.org/10.1002/9781119723950.ch5 Link

Cranford, E. A., Gonzalez, C., Aggarwal, P., Tambe, M., Cooney, S., & Lebiere, C. (2021). Towards a Cognitive Theory of Cyber Deception. Cognitive Science. 45(7), e13013. https://doi.org/10.1111/cogs.13013. Link

Gulati, A., Nguyen, T. N., & Gonzalez, C. (2021). Task Complexity and Performance in Individuals and Groups Without Communication. AAAI Fall Symposium 2021: Computational Theory of Mind for Human-Machine Teams. November 4-6. Link

Harman, J. L., Yu, M., Konstantinidis, E., & Gonzalez, C. (2021, March 20). How to Use a Multi-Criteria Comparison Procedure to Improve Modeling Competitions. Psychological Review. 128(5), 995–1005. https://doi.org/10.1037/rev0000274. Link

McDonald, C., Nguyen, T. N., & Gonzalez, C. (2021). Multi-Agent Specialization and Coordination in a Gridworld Task. AAAI Fall Symposium 2021: Computational Theory of Mind for Human-Machine Teams. November 4-6. Link

Nguyen, T. N., & Gonzalez, C. (2021). Theory of Mind From Observation in Cognitive Models and Humans. Topics in Cognitive Science. In press. https://doi-org.cmu.idm.oclc.org/10.1111/tops.12553. Link

Sloman, S. J., Goldstone, R., & Gonzalez, C. (2021). A Social Interpolation Model of Group Problem-Solving. Cognitive Science. 45(12), e13066. https://doi.org/10.1111/cogs.13066 Link

Zhang, H., Moisan, F., & Gonzalez, C. (2021). Rock-Paper-Scissors Play: Beyond the Win-Stay/Lose-Change Strategy. Games. 12(3):52. https://doi.org/10.3390/g12030052. Link

2020

Gonzalez, C., Aggarwal, P., Cranford, E., Lebiere, C. (2020). Design of Dynamic and Personalized Deception: A Research Framework and New Insights. Proceedings of the 53rd Hawaii International Conference on System Sciences HICSS 2020, January 7-10, 2020. pp. 1825-1834. https://doi.org/10.24251/HICSS.2020.226. Link

Aggarwal P., Gonzalez C., Dutt V. (2020) HackIt: A Real-Time Simulation Tool for Studying Real-World Cyberattacks in the Laboratory. In: Gupta B., Perez G., Agrawal D., Gupta D. (eds). Handbook of Computer Networks and Cyber Security, Springer, Cham. https://doi.org/10.1007/978-3-030-22277-2_39. Link

Aggarwal, P., Moisan, F., Gonzalez, C., & Dutt, V. (2020). Learning About the Effects of Alert Uncertainty in Attack and Defend Decisions via Cognitive Modeling. Human Factors, Vol. 00, No. 0, pp. 1-17, https://doi.org/10.1177/0018720820945425. Link

Aggarwal, P., Thakoor, O., Mate, A., Tambe, M., Cranford, E. A., Lebiere, C. & Gonzalez, C. (2020). An Exploratory Study of a Masking Strategy of Cyberdeception Using CyberVAN. 64th International Annual Meeting of the Human Factors and Ergonomics Society (HFES 2020). October 5-9, 2020. Chicago, Il. Link

Cranford, E. Gonzalez, C., Aggarwal, P., Cooney, S., Tambe, M., Lebiere, C. (2020). Adaptive Cyber Deception: Cognitively Informed Signaling for Cyber Defense. Proceedings of the 53rd Hawaii International Conference on System Sciences HICSS 2020. January 7-10, 2020, pp. 1886-1894. https://doi.org/10.24251/HICSS.2020.232. Conference Best Paper Award. Link

Cranford, E. Gonzalez, C., Aggarwal, P., Cooney, S., Tambe, M., Lebiere, C. (2020). Toward personalized deceptive signaling for cyber defense using cognitive models. Topics in Cognitive Science., 12, pp. 992-1011. https://doi.org/10.1111/tops.12513. Link

Cranford, E. A., Gonzalez, C., Aggarwal, P. Tambe, M. & Lebiere, C. (2020). What Attackers Know and What They Have to Lose: Framing Effects on Cyber-Attacker Decision Making. 64th International Annual Meeting of the Human Factors and Ergonomics Society (HFES 2020). October 5-9, 2020. Chicago, Il. Link

Mahmoodi, K., West, B. J., & Gonzalez, C. (2020). Selfish Algorithm and Emergence of Collective Intelligence. Journal of Complex Networks, Volume 8, Issue 3, June 2020, cnaa019, https://doi.org/10.1093/comnet/cnaa019. Link

McCormick, E., Blaha, L., & Gonzalez, C. (2020). Exploring Dynamic Decision Making Strategies with Recurrence Quantification Analysis. 42nd Annual Meeting of the Cognitive Science Society (CogSci 2020), July 29-August 1, Virtual meeting. pp. 3041-3047. Link

Nguyen, T. N., & Gonzalez, C. (2020). Cognitive Machine Theory of Mind. 42nd Annual Meeting of the Cognitive Science Society (CogSci 2020), July 29-August 1, Virtual meeting. pp. 2560-2566. Link

Nguyen, T. N., & Gonzalez, C (2020). Effects of Decision Complexity in Goal-Seeking Gridworlds: A Comparison of Instance-Based Learning and Reinforcement Learning Agents. 18th Annual Meeting of the International Conference on Cognitive Modelling (ICCM 2020). July 20-July 31, Virtual meeting. Link

Rajivan, P., Aharonov-Majar, E., Gonzalez, C. (2020) Update now or later? Effects of experience, cost, and risk preference on update decisions. Journal of Cybersecurity, 6(1). https://doi.org/10.1093/cybsec/tyaa002. Link

Singh, K., Aggarwal, P., Rajivan, P., & Gonzalez, C. (2020). What Makes Phishing Emails Hard for Humans to Detect? 64th International Annual Meeting of the Human Factors and Ergonomics Society (HFES 2020). October 5-9, 2020. Chicago, Il. Link

Thakoor, O., Jabbari, S., Aggarwal, P., Gonzalez, C., Tambe, M., & Vayanos, P. (2020) Exploiting Bounded Rationality in Risk-based Cyber Camouflage Games. Conference on Decision and Game Theory for Security, October 2020. Best paper award at GameSec 2020. Link

Veksler, V. D., Buchler, N., Lafleur, C. G., Yu, M, S., Lebiere, L., & Gonzalez C. (2020). Cognitive Models in Cybersecurity: Learning from Expert Analysts and Predicting Attacker Behavior. Frontiers in Psychology, 11, pp. 1049. https://doi.org/10.3389/fpsyg.2020.01049. Link

Zhang, H., Moisan, F., & Gonzalez, C. (2020). Paper-Rock-Scissors: an exploration of the dynamics of players’ strategies. 64th International Annual Meeting of the Human Factors and Ergonomics Society (HFES 2020). October 5-9, 2020. Chicago, Il. Link

2019

Aharonov‐Majar, E., Rajivan, P., Gonzalez, C., Erev, I. (2019). The impact of variability and prechoice experience on taking safety measures: The case of security updates. Journal of Behavioral Decision Making. 1–12. https://doi.org/10.1002/bdm.2131. Link

Cooney, S., Vayanos P., Nguyen T. H., Gonzalez, C., Lebiere, C., Cranford E. A., Tambe, M. (2019). Warning Time: Optimizing Strategies Signaling for Security Against Boundedly Rational Adversaries. Proceedings of the 18th International Conference on Autonomous Agents and Multi Agents Systems. AAMAS, 2019. May 13-17, 2019, Montreal, CA. 1892-1894. ISBN: 978-1-4503-6309-9 PDF

Cooney, S., Wang, K. Bondi, E., Nguyen, T., Vayanos, P., Winetrobe, H., Cranford, E. A., Gonzalez, C., Lebiere, C., Tambe, M. (2019). Signaling Just Enough: Learning to Find the Goldilocks Zone to Improve Adversary Compliance in Security Games. 28th International Joint Conference on Artificial Intelligence (IJCAI-19) - Workshop 10: Artificial Intelligence in Business Security (AIBS). August 10, 2019. August 10-16, 2019, Macao, China. Link

Cranford, E. A., Gonzalez, C., Aggarwal, P., Cooney, S., Tambe, M., Lebiere, C. (2019). Towards personalized deceptive signaling for cyber defense using cognitive models. In Proceedings of the 17th Annual Meeting of the International Conference on Cognitive Modelling. Montreal, CA. 41-46. PDF

Cranford, E. A., Lebiere, C., Rajivan, P., Aggarwal, P., Gonzalez, C. (2019). Modeling cognitive dynamics in end-user response to phishing emails. In Proceedings of the 17th Annual Meeting of the International Conference on Cognitive Modelling. Montreal, CA. 35-40. PDF

De La Maza, C., Davis, A., Gonzalez, C., & Azevedo, I. (2019). Understanding cumulative risk perception from judgments and choices: An application to flood risks. Risk Analysis. 488-504. https://doi.org/10.1111/risa.13206. Link

Gutierrez, M., Cerny, J., Bosansky, B., Kiekintveld, C., Ben-Ahser, N., & Gonzalez, C. (2019). Evaluating Models of Human Behavior in an Adversarial Multi-Armed Bandit Problem. 41th Annual Meeting of the Cognitive Science Society (CogSci 2019). July 24-27, 2019, Montreal, Canada. 394–400. PDF

Mahmoodi, K. & Gonzalez, C. (2019). Emergence of Collective Cooperation from Selfish-Imitation and Selfish-Attachment. 41th Annual Meeting of the Cognitive Science Society (CogSci 2019). July 24-27, 2019, Montreal, Canada. 2254–2260. PDF

Qi, L. & Gonzalez, C. (2019). Math matters: mathematical knowledge plays an essential role in Chinese undergraduates' stock-and-flow task performance. System Dynamics Review. 1-24. https://doi.org/10.1002/sdr.1640. Link

Sloman, M., Goldstone, R. & Gonzalez, C. (2019). Complex exploration dynamics from simple heuristics in a collective learning environment. 41th Annual Meeting of the Cognitive Science Society (CogSci 2019). July 24-27, 2019, Montreal, Canada. Link

Singh, K., Aggarwal, P., Rajivan, P., & Gonzalez, C. (2019). Training to Detect Phishing Emails: Effects of the Frequency of Experienced Emails. Human Factors and Ergonomics Society’s 2019 International Annual Meeting (HFES 2019). October 28-November 1, Seattle, WA. 453-457.PDF

2018

Gonzalez, C., Sanchez-Segura, M. I., Dugarte-Peña, G. L., Medina-Dominguez, F. (2018). Valence matters in judgments of stock accumulation in blood glucose control and other global problems. Journal of Dynamic Decision Making, 4(1). https://doi.org/10.11588/jddm.2018.1.49607. PDF

Buchler, N., Rajivan, P., Marusich, L. R., Lightner, L., Gonzalez, C. (2018). Sociometrics and observational assessment of teaming and leadership in a cyber security defense competition. Computers and Security, 73, 114-136. https://doi.org/10.1016/j.cose.2017.10.013. Link

Curtis, S. R., Rajivan, P., Jones, D. N., & Gonzalez, C. (2018). Phishing attempts among the dark triad: Patterns of attack and vulnerability Computers in Human Behavior, 87, 174-182. doi.org/10.1016/j.chb.2018.05.037. Link

Harding, S M., Rajivan, P., Bertenthal, B. I., & Gonzalez, C. (2018). Human Decisions on Targeted and Non-Targeted Adversarial Samples. 40th Annual Meeting of the Cognitive Science Society (CogSci 2018). July 25-28, 2018, Madison, WI. Link

Martin, J., Lejarraga, T. & Gonzalez, C. (2018). The effects of motivation and memory on the weighting of reference prices. Journal of Economic Psychology, 65, 16-25. https://doi.org/10.1016/j.joep.2018.01.005. Link

Moisan, F., ten Brincke, R., Murphy, R. O., & Gonzalez, C. (2018). Not all prisoner’s dilemma games are equal: Incentives, social preferences, and cooperation. Decision, 5(4), 306-322. https://doi.org/10.1037/dec0000079 Link

Rajivan, P., & Gonzalez, C. (2018). Creative persuasion: A study on adversarial behaviors and strategies in phishing attacks. Frontiers in Psychology, 9, 135. https://doi.org/10.3389/fpsyg.2018.00135. PDF

Rajivan, P., & Gonzalez, C. (2018). Human factors in cyber security defense. Human Factors and Ergonomics for the Gulf Cooperation Council: Processes, Technologies, and Practices, 85-104. Boca Raton, CRC Press. ISBN: 9781498781909. Link

Schaffer, J., O’Donovan J., Marusich, L., Yu, M., Gonzalez, C., & Hollerer, T. (2018). A study of dynamic information display and decision-making in abstract trust games. International Journal of Human-Computer Studies, 113, 1-14. https://doi.org/10.1016/j.ijhcs.2018.01.002. Link

2017

Gonzalez, C. (2017). Decision making: A cognitive science perspective. In Chipman, S. (Ed), The Oxford Handbook of Cognitive Science 249-263. New York, NY: Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199842193.013.6 PDF

Gonzalez, C. Ben-Asher, N. & Morrison, D. (2017). Dynamics of decision making in cyber defense: Using multi-agent cognitive modeling to understand cyberwar. In Liu, P. et al. (Eds) Theory and Models for Cyber Situation Awareness. 113-127. Springer International Publishing Switzerland 2017. https://doi.org/10.1007/978-3-319-61152-5_5. Published online June 2017. Link

Gonzalez, C., Fakhari, P. & Busemeyer, J. (2017). Dynamic decision making: Learning processes and new research directions. Human Factors, 59(5), 713-721. https://doi.org/10.1177/0018720817710347. Published online May 2017. Link

Gonzalez, C., Qi, L., Sriwattanakomen, N., & Chrabaszcz, J. (2017). Graphical features of flow behavior and the stock and flow failure. System Dynamics Review, 33, 59–70. https://doi.org/10.1002/sdr.1570. Link

Ashby, N., & Gonzalez, C. (2017). The influence of time estimation and time saving preferences on learning to make temporally-dependent decisions from experience. Journal of Behavioral Decision Making. https://doi.org/10.1002/bdm.2006. Link

Harman, J. L., Weinhardt, J. M., & Gonzalez, C. (2017). Maximizing scales do not reliably predict maximizing behavior in decisions from experience. Journal of Behavioral Decision Making. https://doi.org/10.1002/bdm.2070. Published online Dec 2017. Link

Moisan, F., & Gonzalez, C. (2017). Security under uncertainty: Adaptive attackers are more challenging to human defenders than random attackers. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2017.00982. Published online June 2017. PDF

2016

Gonzalez, C., & Dutt, V. (2016). Exploration and exploitation during information search and consequential choice Journal of Dynamic Decision Making, 2(2),1-8. https://doi.org/10.11588/jddm.2016.1.29308. PDF

Gonzalez, C., & Mehlhorn, K. (2016). Framing from experience: Cognitive processes and predictions of risky choice. Cognitive Science, 40, 1163-1191. https://doi.org/10.1111/cogs.12268. Link

Gonzalez, C., & Meyer, J. (2016). Integrating trends in decision-making research. Journal of Cognitive Engineering and Decision Making. https://doi.org/10.1177/1555343416655256. PDF

Abbasi, Y. D., Ben-Asher, N., Gonzalez, C., Kar, D., Morrison, D., Sintov, N., Tambe, M. (2016). Adversaries Wising Up: Heterogeneity and Dynamics of Behavior. 14th International Conference on Cognitive Modeling (ICCM 2016). August 4-6, 2016, Pennsylvania State University, University Park, PA. Link

Abbasi, Y. D., Ben-Asher, N., Gonzalez, C., Kar, D., Morrison, D., Sintov, N., Tambe, M. (2016). Know your Adversary: Insights for a Better Adversarial Behavioral Model. 38th Annual Meeting of the Cognitive Science Society (CogSci 2016). August 10-13, 2016, Philadelphia, PA. Link

Abbasi, Y. D., Ben-Asher, N., Gonzalez, C., Kar, D., Morrison, D., Sintov, N., Tambe, M. (2016). Categorizing Adversary Rationality Based on Attack Patterns in an Opportunistic Security Game. Security and Multi-agent Systems (SecMAS) Workshop. International Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2016). Link

Aggarwal, P., Gonzalez, C., & Dutt, V. (2016). Looking from the Hacker’s Perspective: Role of Deceptive Strategies in Cyber Security. In International Conference on Cyber Situational Awareness, Data Analytics And Assessment (CyberSA 2016). June 13-14, 2016, London, UK. (pp. 1-6). https://doi.org/10.1109/CyberSA.2016.7503288 Link

Buchler, N., Fitzhugh, S. M., Marusich, L. R., Ungvarsky, D. M., Lebiere, C., & Gonzalez, C. (2016). Mission command in the age of network-enabled operations: Social network analysis of information sharing and situation awareness. Frontiers in Psychology, 7. https://doi.org/10.3389/fpsyg.2016.00937. PDF

Cheyette, S., Konstantinidis, E., Harman, J.L., Gonzalez, C., (2016). Choice adaptation to increasing and decreasing event probabilities. 38th Annual Meeting of the Cognitive Science Society (CogSci 2016), 496-512. ttps://doi.org/10.1111/cogs.12239. Link

Fischer, H., & Gonzalez, C. (2016). Making sense of dynamic systems: How our understanding of stocks and flows depends on a global perspective. Cognitive Science, 40, August 10-13, 2016, Philadelphia, PA. Link

Marusich, L. R., Bakdash, J. Z., Onal, E., Yu, M. S., Schaffer, J., O’Donovan, J., Höllerer, T., Buchler, N., & Gonzalez, C. (2016). Effects of information availability on command-and-control decision making performance, trust, and situation awareness. Human Factors: The Journal of the Human Factors and Ergonomics Society, 58(2), 301-321. https://doi.org/10.1177/0018720815619515. Link

Newell, B., Kary, A., Moore, C., & Gonzalez, C. (2016). Managing the Budget: Stock and Flow Reasoning and the CO2 Accumulation Problem. Topics in Cognitive Science. Vol. 8 (1), January 2016, 138-159. https://10.1111/tops.12176. Link

2015

Gonzalez, C., Ben-Asher, N., Martin, J. & Dutt, V. (2015). A cognitive model of dynamic cooperation with varied interdependency information. Cognitive Science, 39, 457-495. https://doi.org/10.1111/cogs.12170. Link

Ben-Asher, N., & Gonzalez, C. (2015). Effects of cyber security knowledge on attack detection. Computers in Human Behavior, 48, 51-61. Link

Dutt, V. & Gonzalez, C. (2015). Accounting for Outcome and Process Measures and the Effects of Model Calibration. Journal of Dynamic Decision Making, 1(2),1-10. https://doi.org/10.1016/j.chb.2015.01.039 PDF

Harman, J. L., & Gonzalez, C. (2015). Allais from experience: Choice consistency, rare events, and common consequences in repeated decisions. Journal of Behavioral Decision Making, 28(4),369-381. https://10.11588/jddm.2015.1.17663. PDF

Juvina, I., Lebiere, C., & Gonzalez, C. (2015). Modeling trust dynamics in strategic interaction. Journal of Applied Research in Memory and Cognition, 4(3),197-211. https://10.1002/bdm.1855. Link

Mehlhorn, K., Newell, B. R., Todd, P. M., Lee, M., Morgan, K., Braithwaite, V. A., Hausmann, D., Fiedler K., & Gonzalez, C. (2015). Unpacking the exploration-exploitation tradeoff: A synthesis of human and animal literatures. Decision, 2(3), 191-215. https://dx.doi.org/10.1037/dec0000033. PDF

Qi, L.,& Gonzalez, C. (2015). Mathematical knowledge is related to understanding stocks and flows: Results from two nations. System Dynamics Review, 31, 97-114. https://doi.org/10.1002/sdr.1539. Link

Weinhardt, J. M., Hendijani, R., Harman, J. L., Steel, P., & Gonzalez, C. (2015). How analytic reasoning style and global thinking relate to understanding stocks and flows. Journal of Operations Management, 39, 23-30. https://doi.org/10.1016/j.jom.2015.07.003. Link

2014

Gonzalez, C., Ben-Asher, N., Oltramari, A., Lebiere, C. (2014). Cognition and Technology. In Kott, C., Wang, A. & R. Erbacher (eds.), Cyber defense and situational awareness. ISBN 978-3-319-11390-6. Springer International Publishing Switzerland 2014. https://doi.org/10.1007/978-3-319-11391-3. PDF

Dutt, V., Arlo-Costa, H., Helzner, J., & Gonzalez, C. (2014). The description-experience gap in risky and ambiguous gambles. Journal of Behavioral Decision Making, 27(4), 316-327. https://doi.org/10.1002/bdm.1808. PDF

Harman, J., O’Donovan, J., Abdelzaher, T. & Gonzalez, C. (2014). Dynamics of Human Trust in Recommender Systems. The ACM Conference Series on Recommender Systems. RECSYS 2014. October 6th-10th. Foster City, Silicon Valley, USA. Link

Kumar, S., Cervesato, I., & Gonzalez, C. (2014). How people do relational reasoning? Role of problem complexity and domain familiarity. Computers in Human Behavior, 41, 319-326. https://doi.org/10.1016/j.chb.2014.09.015. Link

Lejarraga, T., Lejarraga, J., & Gonzalez, C. (2014). Decisions from experience: How groups and individuals adapt to change. Memory & Cognition, 42(8), 1384-1397. https://doi.org/10.3758/s13421-014-0445-7. Link

Martin, J. M., Gonzalez, C., Juvina, I., & Lebiere, C. (2014). A description-experience gap in social interactions: Information about interdependence and its effects on cooperation. Journal of Behavioral Decision Making, 27(4), 349-362. https://doi.org/10.1002/bdm.1810. PDF

Mehlhorn, K., Ben-Asher, N., Dutt, V., & Gonzalez, C. (2014). Observed variability and values matter: Towards a better understanding of information search and decisions from experience. Journal of Behavioral Decision Making, 27(4), 328-339. https://doi.org/10.1002/bdm.1809. PDF

Yu, M., Saleem, M., & Gonzalez, C. (2014). Developing trust: First impressions and experience. Journal of Economic Psychology, 43 (3), 16-29. https://doi.org/10.1016/j.joep.2014.04.004 Link

2013

Gonzalez, C. (2013). Cognitive science: An introduction. Chapter 6 (pp. 61-67). In P. Lanzer (Ed.), Catheter-based cardiovascular interventions. Springer. Link

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. Link

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, Netherlands: Elsevier. PDF

Gonzalez, C., Dutt, V., & Lebiere, C. (2013). Validating instance-based learning mechanisms outside of ACT-R. Journal of Computational Science, 4(4), 262-268. https://doi.org/1007/978-1-4614-5416-8_4. Link

Gonzalez, C., & Lebiere, C. (2013). Cognitive architectures combine formal and heuristic approaches. Behavioral and Brain Sciences, 36(3), 285-285. https://doi.org/10.1017/S0140525X12002956. PDF

Gonzalez, C., Martin, J. M., Minshew, N. J., & Behrmann, M. (2013). Practice makes improvement: How adults with autism out-perform others in a naturalistic visual search task. Journal of Autism and Developmental Disorders, 43(10), 2259-2268. https://10.1007/s10803-013-1772-4. PDF

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. https://doi.org/10.1177/0894439312453979. PDF

Dutt, V., Ahn, Y., & Gonzalez, C. (2013). Cyber situation awareness: Modeling detection of cyber attacks with Instance-Based Learning Theory. Human Factors, 55(3), 605-618. https://doi.org/10.1177/0018720812464045. PDF

Dutt, V., & Gonzalez, C. (2013). Climate risk communication: Effects of cost, timing, and probability of climate consequences in decisions from description and experience. In D. C. L. Fung (Ed.), Psychology of policy making (pp. 23-48). Hauppauge, NY: Nova Science Publishers. PDF

Dutt, V., & Gonzalez, C. (2013). Enabling eco-friendly choices by relying on the proportional-thinking heuristic. Sustainability, 5, 357-371. https://doi.org/10.3390/su5010357PDF

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. https://doi.org/10.1002/bdm.759. PDF

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. PDF

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. https://doi.org/10.1016/j.obhdp.2012.09.004. Link

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. https://doi.org/10.1002/acp.2905. PDF

Martin, J. M., Juvina, I., Lebiere, C., & Gonzalez, C. (2013). The effects of individual and context on aggression in repeated social interaction. Applied Ergonomics, 44(5), 710-718. https://doi.org/10.1016/j.apergo.2012.04.014. Link

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. Link

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. https://doi.org/10.1037/a0029923 PDF

Yu, M., & Gonzalez, C. (2013). Stopping decisions: Information order effects on non-focal evaluations. Human Factors, 55(4), 732-746. https://doi.org/10.1177/0018720812468152. PDF

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. PDF

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. PDF

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. https://doi.org/10.1037/a0029445. Link

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. https://doi.org/10.1016/j.chb.2011.09.005. Link

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. https://doi.org/10.1184/R1/6571499.v1. PDF

Gonzalez, C. & Wong, H. (2012). Understanding stocks and flows through analogy. System Dynamics Review, 28(1), 3-27. https://doi.org/10.1002/sdr.470. PDF

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. https://doi.org/10.1016/j.chb.2012.02.006 Link

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. PDF

Dutt, V., & Gonzalez, C. (2012). Decisions from experience reduce misconceptions about climate change. Journal of Environmental Psychology, 32(1), 19-29. https://doi.org/10.1016/j.jenvp.2011.10.003 Link

Dutt, V., & Gonzalez, C. (2012). Human control of climate change. Climatic Change, 111(3-4), 497-518. https://doi.org/10.1007/s10584-011-0202-x. PDF

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. https://doi.org/10.1002/bdm.721. PDF

Dutt, V., & Gonzalez, C. (2012). The role of inertia in modeling decisions from experience with instance-based learning. Frontiers in Cognitive Science, 3, 177. https://doi.org/10.3389/fpsyg.2012.00177 Link

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. https://doi.org/10.1002/bdm.722. PDF

Lejarraga, T., Hertwig, R., & Gonzalez, C. (2012). How choice ecology influences search in decisions from experience. Cognition, 124(3), 334-342. https://doi.org/10.1016/j.cognition.2012.06.002. Link

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. https://doi.org/10.1002/acp.1807. PDF

Yu, M., Lejarraga, T., & Gonzalez, C. (2012). Context-specific, scenario-based risk scales. Risk Analysis, 32(12), 2166-2181. https://doi.org/10.1111/j.1539-6924.2012.01837.x. PDF

2011

Gonzalez, C., Best, B., Healy, A., Kole, J., & Bourne Jr., L. E. (2011). A cognitive modeling account of fatigue effects. Journal of Cognitive Systems Research, 12(1), 19-32. https://doi.org/10.1016/j.cogsys.2010.06.004. Link

Gonzalez, C., & Dutt, V. (2011). A generic dynamic control task for behavioral research and education. Computers in Human Behavior, 27, 1904-1914. https://doi.org/10.1016/j.chb.2011.04.015. Link

Gonzalez, C., & Dutt, V. (2011). Instance-based learning: Integrating decisions from experience in sampling and repeated choice paradigms. Psychological Review, 118(4), 523-551. https://doi.org/10.1037/a0024558. PDF

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. https://doi.org/10.3390/g2010136. PDF

Gonzalez, C., & Madhavan, P. (2011). Diversity during practice enhances detection of novel stimuli. Journal of Cognitive Psychology, 23(3), 342-350. https://doi.org/10.1080/20445911.2011.507187. PDF

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. https://doi.org/10.1111/j.1750-4716.2011.00075.x. PDF

Gonzalez, C., & Martin, J. M. (2011). Dynamic decision making and cultural affiliation. In R. W. Proctor, S. Noff, & Y. Yih (Eds.), Cultural Factors in Systems Design (pp. 43-62). Boca Raton, FL: CRC Press. Link

Brunstein, A., & Gonzalez, C. (2011). Preparing for novelty with diverse training. Applied Cognitive Psychology, 25(5), 682-691. https://doi.org/10.1002/acp.1739. PDF

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. PDF

Juvina, I., Lebiere, C., Martin, J. M., & Gonzalez, C. (2011). Intergroup prisoner's dilemma with intragroup power dynamics. Games, 2, 21-51. PDF

Lejarraga, T. & Gonzalez, C. (2011). Effects of feedback and complexity on repeated decisions from description. Organizational Behavior and Human Decision Processes, 116, 286-295. Link

Schmid, U., Ragni, M., Gonzalez, C., Funke, J. (2011). The Challenge of Complexity in Cognitive Systems. Cognitive Systems Research, 12, 211-218. PDF

2010

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. PDF

Brunstein, A., Gonzalez, C., & Kanter, S. (2010). Effects of domain experience in the stock-flow failure. System Dynamics Review, 26(4), 347-354. https://doi.org/10.1002/sdr.448. PDF

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. https://doi.org/10.1139/L09-152. Link

Lebiere, C., Gonzalez, C., & Warwick, W. (2010). Cognitive architectures, model comparisons, and AGI. Journal of Artificial Intelligence, 2(2), 1-19. PDF

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. https://doi.org/10.1080/14639220902866692. PDF

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. PDF

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. https://doi.org/10.1002/acp.1706. PDF

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. PDF

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. PDF

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. Link

Brennan 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. PDF

Cronin, M., Gonzalez, C., & Sterman, J. D. (2009). Why don't card-educated adults understand accumulation? A challenge to researchers, educators and citizens. Organizational Behavior and Human Decision Processes, 108, 116-130. https://doi.org/10.1016/j.obhdp.2008.03.003. Link

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. PDF

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. PDF

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. https://doi.org/10.1518/155534309X474497. PDF

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. PDF

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. https://doi.org/10.1518/155534308X377810. PDF

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. PDF

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. PDF

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. PDF

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. PDF

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. https://doi.org/10.1177/155534340700100103. PDF

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. PDF

Cronin, M., & Gonzalez C. (2007). Understanding the building blocks of systems dynamics. Systems Dynamics Review, 23(1), 1-17. https://doi.org/10.1002/sdr.356. PDF

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. PDF

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. PDF

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. PDF

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. PDF

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. PDF

Fu., W., & Gonzalez, C. (2006). Learning in dynamic decision making: Information utilization and future planning. In R. Sun (Ed.), The Proceedings of the 28th Annual Conference of the Cognitive Science Society (CogSci 2006) (pp. 244-249). Mahwah, NJ: Lawrence Erlbaum Associates. PDF

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. PDF

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. https://doi.org/10.1089/cpb.2006.9.361. PDF

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. PDF

2005

Gonzalez C. (2005). Decision support for real-time dynamic decision making tasks. Organizational Behavior and Human Decision Processes, 96, 142-154. https://doi.org/10.1016/j.obhdp.2004.11.002. Link

Gonzalez, C. (2005). Task workload and cognitive abilities in dynamic decision making. Human Factors, 47(1), 92-101. https://doi.org/10.1518/0018720053653767. PDF

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. https://doi.org/10.1016/j.joep.2004.08.004. Link

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. PDF

Gonzalez C., Thomas, R., & Vanyukov, P. (2005). The relationships between cognitive ability and dynamic decision making. Intelligence, 33(2), 169-186. https://doi.org/10.1016/j.intell.2004.10.002. Link

Gonzalez C., Vanyukov, P., & Martin M. K. (2005). The use of microworlds to study dynamic decision making. Computers in Human Behavior, 21, 273-286. https://doi.org/10.1016/j.chb.2004.02.014. Link

2004

Gonzalez, C. (2004). Learning to make decisions in dynamic environments: Effects of time constraints and cognitive abilities. Human Factors, 46(3), 449-460. https://doi.org/10.1518/hfes.46.3.449.50395. PDF

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. Email Coty for a copy

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. PDF

Juarez, O., & Gonzalez, C. (2004). Situation awareness of commanders: A cognitive model. In Proceedings of the Conference on Behavior Representation in Modeling and Simulation. Arlington, VA, May. PDF

Martin, M. K., Gonzalez, C., & Lebiere, C. (2004). Learning to make decisions in dynamic environments: ACT-R plays the Beer Game. In Proceedings of the 6th International Conference on Cognitive Modeling. Pittsburgh, PA, July-August. PDF

2003

Gonzalez, C. (2003). Verbal protocols from novices and experts in dynamic decision making. In Proceedings of the 47th Annual Meeting of the Human Factors and Ergonomics Society. Denver, CO, October. PDF

Gonzalez, C. & Golenbock, J. (2003). Impact of numerical and graphical formats on dynamic decision making performance: An eye-tracking study. In A. Sanchez & C. de Souza (Eds.), Proceedings of the First Latin American Conference of Human-Computer Interaction. ACM: SIGCHI. PDF

Gonzalez, C., Lerch, F. J., & Lebiere, C. (2003). Instance-based learning in dynamic decision making. Cognitive Science, 27, 591-635. https://doi.org/10.1207/s15516709cog2704_2. Link

Gonzalez, C., & Quesada, J. (2003). Learning in dynamic decision making: The recognition process. Computational and Mathematical Organization Theory, 9(4), 287-304. https://doi.org/10.1023/B:CMOT.0000029052.81329.d4. PDF

de Souza, C., Sanchez, A., Barbosa, S., & Gonzalez, C. (2003). In Proceedings of the Latin American Conference on Human-Computer Interaction (ACM International Conference Proceedings Series, Vol. 46). New York: ACM Press. Link

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 (pp. 410-413). Santa Monica, CA: Human Factors and Ergonomics Society. PDF

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. PDF

2000

Gonzalez, C. (2000). Review of Human performance and ergonomics, edited by Peter A. Hancock. International Journal of Cognitive Ergonomics, 4(3), 271-272. Link

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. PDF

Gonzalez, C. (1995). Visual design of interaction, dialog, or interface. SIGCHI Bulletin, 27(1), 12-13. PDF

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. PDF

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. https://doi.org/10.1111/j.1540-5915.1997.tb01332.x. PDF

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. PDF

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. PDF

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