Soar Technology, Inc.: Publications

Publications

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Taylor, G., Quist, M., Furtwangler, S. and Knudsen, K., (2007). Toward a Hybrid Cultural Cognitive Architecture. CogSci Workshop on Culture and Cognition, Nashville, TN, Cognitive Science Society.

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Taylor, G., Stensrud, B., Eitelman, S., Dunham, C. and Harger, E., (2007). Toward Automating Airspace Management. Computational Intelligence for Security and Defense Applications (CISDA), Honolulu, HI: IEEE Press.

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Taylor, G., Bechtel, R., Morgan, G. and Waltz, E., (2006). A framework for modeling social power structures. Proceedings of the Annual Conference of the North American Association for Computational Social and Organizational Sciences, Notre Dame, IN.

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Jones, R., Crossman, J., Lebiere, C. and Best, B., (2006). An abstract language for cognitive modeling. Proceedings of the Seventh International Conference on Cognitive Modeling, Trieste, Italy.

Zaientz, J., Beard, J., Crossman, J., Wessling, J., Hamel, L. and Hawkins, R., (2006). An adaptive information fusion display framework. Air Force 2006 Information Challenges Workshop, Clinton, NY.

Jones, R. and Wray, R., (2006). Comparative analysis of frameworks for knowledge-intensive agents. AI Magazine.

Taylor, G., Knudsen, K. and Holt, L., (2006). Explaining Agent Behavior. Proceedings of the 14th Behavior Representation in Modeling and Simulation (BRIMS), Baltimore, MD: SISO.

Show abstract Abstract:
As intelligent synthetic forces (ISFs) become more complex, the ability to develop and employ them becomes more costly, in part because their behavior is inscrutable to non-developer users. This report summarizes research aimed at reducing the cost of developing ISFs by addressing the lack of transparency of ISF behavior. Our goal is to produce systems that exhibit transparency of behavior, allowing users to interrogate an ISF about what it is doing, and why it is performing that behavior and not another behavior. Our approach is to develop a generic framework for automatic generation of multimodal explanation for ISFs. This framework (a) makes few assumptions about the underlying behavior architecture; (b) takes the form of an external observer of the behavior; (c) generates explanations based on a reconstruction of that behavior; and (d) incorporates a number of sources of knowledge to elaborate the explanations.
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Zaientz, J., DeKoven, E., Piegdon, N., Wood, S. and Huber, M., (2006). Using GOMS and Bayesian plan recognition to develop recognition models of operator behavior. Enabling Technologies for Simulation Science X: Proceedings of the SPIE Defense and Security Symposium 2006, Vol. 6227, Dawn A Trevisani (Ed.); Orlando, FL: SPIE Press.

Zaientz, J. and Beard, J., (2006). Using knowledge-based interface design techniques to support visual analytics. 2006 International Conference on Intelligent User Interfaces, Intelligent User Interfaces for Intelligence Analysis, Sydney, Australia.

Magerko, B., Wray, R., Holt, L. and Stensrud, B., (2005). Customizing interactive training through individualized content and increased engagement. Proceedings of the Interservice/Industry Training, Simulation and Education Conference (I/ITSEC) 2005, Orlando, FL. National Training Systems Association.

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