Computational Emotion Research

Affective Gaming

Virtual Coaching / Mindfulness Meditation

Models of Decision-Making, Decision Biases and Individual Differences

Affect-Adaptive User Interfaces and Affective HCI

Affective Computing and Cybertherapy

Behavior Analysis and Prediction / Behavior Determinants

Visualization and GUI Design

Knowledge Elicitation / Cognitive Task Analysis

Model-Based Reasoning and Decision-Support Systems

 


Computational Emotion Research

Affective BICA: Challenges and Open Questions. Biologically Inspired Cognitive Architectures, Jan. 2014, 98-125.

Guidelines for Developing Computational Models of Emotions. International Journal of Synthetic Emotions, 2(1), 2012.

Anxiety and Selective Attention to Threat in Tactical Decision-Making, (with G. Matthews, A.R. Panganiban). Personality and Individual Differences, 50 (7), 949-954. 2011.

Challenges in Developing Computational Models of Emotion and Consciousness. International Journal of Machine Consciousness, 1(1), 131-153. 2009.

What Are We Modeling When We Model Emotion? In Proceedings of the AAAI Spring Symposium on “Emotion, Personality and Social Behavior”, TR SS-08-04, 52-59. Menlo Park, CA: AAAI Press.

Social interaction with robots and agents: Where do we stand, Where do we go? (with S. Payr, R. Ventura, C. Becker-Asano, K. Fischer, I. Leite, A. Paiva, C. von Scheve). In Proceedings of the 3rd International Conference on Affective Computing and Intelligent Interaction, Amsterdam, NL, September, 2009.

Challenges in Developing Computational Models of Emotion and Consciousness. International Journal of Machine Consciousness, 1(1), 131-153. 2009.

Modeling the Mechanisms of Emotion Effects on Cognition. In Proceedings of the AAAI Fall Symposium on “Biologically Inspired Cognitive Architectures”, TR FS-08-04, 82-86. Menlo Park, CA: AAAI Press. 2008.

Hudlicka, E., Lisetti, C., Hodge, D., Paiva, A., Rizzo, A., Wagner, E. (2008). Artificial Agents for Psychotherapy. In Proceedings of the AAAI Spring Symposium on “Emotion, Personality and Social Behavior”, TR SS-08-04, 60-64. Menlo Park, CA: AAAI.

Review of Cognitive-Affective Architectures. In Organizational Modeling: From Individuals to Societies, G. Zacharias, J. McMillan, and S. Van Hemel, eds. Washington, DC: National Academies Press. (2008)

Reasons for Emotions. In Advances in Cognitive Models and Cognitive Architectures, W. Gray, (ed.). NY: Oxford University Press (2007).

Depth of Feelings: Alternatives for Modeling Affect in User Models and Cognitive Architectures. Invited Paper to appear in the Proceedings of the 9 th International Conference on Text, Speech and Dialogue. Brno, Czech Republic. 2006.

Gluck, K., Gunzelmann, G., Gratch, J., Hudlicka, E., Ritter, F. (2006).   Modeling the Impact of Cognitive Moderators on Human Cognition and Performance. Symposium. In Proceedings of the 28 th Annual Conference of the Cognitive Science Society, Vancouver, BC, Canada. 2006.

Introduction to Affective Computing and Affective Modeling. In Proceedings of the 28 th Annual Conference of the Cognitive Science Societ, Vancouver, BC, Canada.   2006.

Modeling Interaction Between Metacognition and Emotion in a Cognitive Architecture. In Proceedings of the AAAI Spring Symposium on Metacognition in Computation. Technical Report SS-05-0 4. Menlo Park, CA: AAAI Press. 2005.

Two Sides of Appraisal: Implementing Appraisal and Its Consequences within a Cognitive Architecture. In Proceedings of the AAAI Spring Symposium, Architectures for Modeling Emotion, Technical Report SS-04-0 2. Menlo Park, CA: AAAI Press. 2004.

Beyond Cognition: Modeling Emotion in Cognitive Architectures. In Proceedings of the International Conference on Cognitive Modeling (ICCM). CMU, Pittsburgh, PA. 2004

Modeling Effects of Behavior Moderators on Performance: Evaluation of the MAMID Methodology and Architecture, In Proceedings of 12 th Conference on Behavior Representation in Modeling and Simulation , Phoenix, AZ, 2003.   (Selected for 'Recommended Reading').

This time with feeling: Integrated Model of Trait and State Effects on Cognition and Behavior Applied Artificial Intelligence, 16, 1-31. 2002.

Integrating Model of Trait and State Influences on User Behavior. In Proceedings of the   2 nd Workshop on Attitude, Personality, and Emotions in User-Adapted Interaction. Sonthofen, Germany. 2001.

Modeling Affect Regulation and Induction. In Proceedings of the AAAI Fall Symposium 2001, "Emotional and Intelligent II:   The Tangled Knot of Social Cognition" , TR FS-01-02. Menlo Park, CA: AAAI Press, 2001.

Modeling Emotion in Symbolic Cognitive Architectures . AAAI Fall Symposium, TR FS-98-03. Menlo Park, CA: AAAI Press, 1998.

Fellous, J-M. and Hudlicka, E. Using the World-Wide-Web as a Tool for an Inter-Disciplinary approach to the Scientific Study of Emotion, In Proceedings of the Society for Neuroscience , Washington DC, 98.4, 246. 1996.

 


Affective Gaming

Affective Gaming in Education, Training and Therapy: Motivation, Requirements, Techniques. In Handbook of Research on Improving Learning and Motivation through Educational Games: Multidisciplinary Approaches, P. Felicia, ed. Hershey, PA: IGI Global. (2011).

Hudlicka, E. & Broekens, J. Foundations for Modelling Emotions in Game Characters:  Modelling Emotion Effects on Cognition (with J. Broekens). In Proceedings of 3rd International Conference on Affective Computing and Intelligent Interaction, Amsterdam, NL, September, 2009.

Affective Game Engines: Motivation and Requirements. In Proceedings of the 4th Intl. Conference on the Foundations of Digital Games, April 2009.

Affective Computing and Game Design. In Proceedings of the 4th Intl. North American Conference on Intelligent Games and Simulation, McGill University, Montreal, Canada, 2008, 5-12.

 

 


Virtual Coaching / Mindfulness Meditation

Virtual Training and Coaching of Health Behavior:  Example from Mindfulness Meditation Training. Patient Education and Counseling, 92(2), 160-166, 2013.

Mindfulness Training and Coaching via Virtual Synthetic Characters, 16th CyberTherapy & CyberPsychology Conference, Universite du Quebec en Outaouais, Quebec, Canada (June 2011).


Virtual Coach for Mindfulness Meditation Training. In Proceedings of AAAI Spring Symposium on “AI and Health Communication”, Stanford University, Palo Alto, CA. March 2011.


Cognitive Modeling, Decision-Making and Individual Differences

 

Modeling Cultural and Personality Biases in Decision-Making. In Proceedings of the 1st Intl. Conference on Cross-Cultural Decision-Making, Miami, FL, July, 2010.

Review of Cognitive Architectures. In Organizational Modeling: From Individuals to SocietiesG. Zacharias, J. McMillan, and S. Van Hemel, eds. Washington, DC: National Academies Press. (2008)

Modeling Effects of Emotion and Personality on Political Decision-Making: Application to International Conflict Prevention and Resolution. In Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention , R. Trappl (Ed.). Dordrecht, NL: Kluwer Academic Publishers. 2005

Modeling Individual Differences and Stressors Using the SAMPLE Cognitive Architecture. (w/ P. Aykroyd, J. Bachman, K. Harper). In Proceedings of Conference on Behavior Representation in Modeling and Simulation (BRIMS) , Anaheim, CA. 2005.

Hudlicka, E. and Zacharias, G. Approaches   for Modeling Individuals Within Organizational Simulations . Winter Simulation Conference, Washington, DC. 2004.

Hudlicka, E. and Zacharias, G. Requirements and Approaches for Modeling Individuals within Organizational Simulations. In Organizational Simulation, W.B.Rouse and K.R.Boff, (Eds.) 2005.

Modeling Effects of Behavior Moderators on Performance: Evaluation of the MAMID Methodology and Architecture. In Proceedings of 12 th Conference on Behavior Representation in Modeling and Simulation, Phoenix, AZ, 2003.   (Selected for 'Recommended Reading').

Hudlicka, E. and Pfautz, J. Once more with feeling: Augmenting Recognition Primed Decision Making with Affective Factors. In Proceedings of the 46 th meeting of the Human Factors and Ergonomic Society. Baltimore, MD. 2002.

Hudlicka, E. and Pfautz, J. Architecture and Representation Requirements for Modeling Effects of Behavior Moderators. In Proceedings of the 11th Conference on Computer-Generated Forces - Behavior Representation, pp. 9-20. 2002.

Increasing Realism of Human Agents by Modeling Individual Differences: Methodology, Architecture, and Testbed. (with G. Zacharias and J. Psotka). In Proceedings of the AAAI Fall Symposium TR FS-00-03. Falmouth, MA. 2000.

Affective Context and Control in Human-System Modeling (with K. Corker). In Proceedings of Human Error and System Safety Design - 01, Linkoping, Sweden, 2001.

Individual Differences and Social Networks: Implications for Modeling Asymmetric Warfare. (with G. Zacharias). In Proceedings of the 9th Conference on Behavior Representation in Modeling and Simulation, Orlando, FL. 2000.

Modeling Behavior Moderators in Military HBR Models . Technical Report 9716. Lincoln, MA: Psychometrix Associates. 1997. (Substantial portions of this report appear in R.W. Pew & A.S. Mavor, eds. Representing Human Behavior in Military Simulations. NRC Panel Report. Washington, DC: National Academy Press, 1998)

Toward a Computational Model of Attention . BBN Report. 7791. Cambridge, MA: Bolt, Beranek and Newman. 1994.

Deutsch, S., Hudlicka, E., Adams, M.J., and Feehrer, C.E. Computational Cognitive Models: Phase III. BBN Report 7858. Cambridge, MA: Bolt, Beranek and Newman.   1993.

Deutsch, S., Hudlicka, E., Adams, M.J., and Feehrer, C.E. Computational Cognitive Models: Phase II. BBN Report 7797. Cambridge, MA: Bolt, Beranek and Newman. 1992.

Hudlicka, E., Adams, M.J., and Feehrer, C.E. Computational Cognitive Models : Phase I . BBN Report 7752. Cambridge, MA: Bolt, Beranek and Newman. 1992.


Affect-Adaptive User Interfaces and Affective HCI

Affect Sensing, Recognition and Expression: State-of-the-Art Overview.   In   Proceedings   of the First Intl. Conference on Augmented Cognition , Las Vegas, NV, 2005.

To Feel or Not To Feel: The Role of Affect in Human-Computer Interaction. International Journal of Human-Computer Studies , 59 (1-2), 2003.  

User's Affective & Belief State: Assessment and GUI Adaptation. (with M. McNeese). International   Journal of User Modeling and User Adapted Interaction,   12(1), 1-47, 2002.

Increasing   Socially-Intelligent Architecture Realism by Modeling and Adapting to Affect and Personality. In   Multiagent Systems, Artificial Societies, and Simulated Organizations (K. Dautenhahn, A.H. Bond, L. Canamero, B. Edmonds, eds.). Dordrecht, The Netherlands: Kluwer Academic Publishers.   (2002)

Hudlicka, E. and Billingsley, J. ABAIS: Affect and Belief   Adaptive Interface System . In Proceedings of the 43 rd Annual Meeting of the Human Factors and Ergonomics Society , Houston, TX, 1999.

Methodology for Developing Adaptive Affective Interfaces.   In Proceedings of International Conference on Human-Computer Interaction , Munich, 1999.

Beyond Cognitive Engineering: Assessing User Affect and Belief States to Implement Adaptive Pilot-Vehicle Interaction (with M. McNeese).  In M. McNeese, & M.A. Vidulich, (eds.) Cognitive Systems Engineering in Military Aviation Environments: Avoiding Cogminutia Fragmentosa. Wright-Patterson Air Force Base, OH: Human Systems Information Analysis Center. (2002)

 


Affective Computing and Cybertherapy

Hudlicka, E., Lisetti, C., Hodge, D., Paiva, A., Rizzo, A., Wagner, E. (2008). Artificial Agents for Psychotherapy. In Proceedings of the AAAI Spring Symposium on “Emotion, Personality and Social Behavior”, TR SS-08-04, 60-64. Menlo Park, CA: AAAI.

Computational Models of Emotion and Personality: Applications to Psychotherapy Research and Practice. In the Proceedings of the 10th Annual Cyber Therapy 2005 Conference: A Decade of Virtual Reality, Basel, Switzerland, 2005.

 


Behavior Analysis and Prediction / Behavior Determinants / Cultural Effects

Hudlicka, E. (2005). Using Known Cultural and Group Affiliations to Infer Individual Characteristics and Predict Behavior. Psychometrix Report 0510. Blacksburg, VA: Psychometrix Associates, Inc.

Hudlicka, E., Karabaich, B., Pfautz, J. and Jones, K. (2005). Predicting Group Behavior from Profiles and Stereotypes. Technical Report R02661. Cambridge, MA: Charles River Analytics, Inc.

Hudlicka, E. (2005). Use of Individual Stereotypes to Infer Characteristics and Predict Behavior. Psychometrix Report 0511. Blacksburg, VA: Psychometrix Associates, Inc.

Hudlicka, E.   (2005). Summary of Factors Influencing Decision-Making and Behavior. Psychometrix Report 0512 . Blacksburg, VA: Psychometrix Associates, Inc.

Hudlicka, E.,   Karabaich, B., Pfautz, J., Jones, K., Zacharias, G. Predicting Group Behavior from Profiles and Stereotypes. In Proceedings of Conference on Behavior Representation in Modeling and Simulation , Arlington, VA, 2004.

Personality and Cultural Factors in Gaming Environments. DMSO Workshop on Personality and Culture Factors in Military Gaming, Washington, DC. 2003.

Pfautz, J. and Hudlicka, E. (2003 ). Information Operations Decision Aid (IODA) for Data-Sparse Environments . Technical Reports 01291 (CRA) and 0304 (Psychometrix). Cambridge, MA: Charles River Analytics, Inc.; Blacksburg, VA: Psychometrix Associates, Inc.

Individual and Group Behavior Moderators: Inventory, Inferencing, and Applications (with G. Zacharias and J. Schweitzer). 11 th Conference on Behavior Representation in Modeling and Simulation , 2002.

 


Visualization and GUI Design

Hudlicka, E. with Zacharias, G. et al. COAVA: Course of Action Visualization and Analysis Tool . Charles River Analytics Report R95472. 1996.

Hudlicka, E., Zacharias, G. et al., Mental Model Visualization Using an Interactive Elicitation Workstation. In Proceedings of the 40th Annual Meeting of the Human Factors Society , 1260. 1996.

Hudlicka, E. with Zacharias, G. et al. VIEW: Visualization and Interactive Knowledge Elicitation Workstation .   Charles River Analytics Report R94371. Cambridge, MA: Charles River Analytics. 1995.

Hudlicka, E. with Zacharias, G. et al. Model-Based Intelligent Information Filter and Situation Display.   Charles River Analytics Report R94361. Cambridge, MA: Charles River Analytics. 1995.

Hudlicka, E., Visual System Browser, SIGCHI Bulletin , 20 (4), 18-24. 1989.


Knowledge Elicitation / Cognitive Task Analysis

CAPTA: Cognitive Affective Personality Task Analysis. In Proceedings of the 45 th Annual Meeting of the HFES . October, 2001.

Hudlicka, E. Requirements Elicitation with Indirect Knowledge Acquisition Techniques: A Comparison of Three Techniques.   In Proceedings of the 2nd International Conference on Requirements Engineering. Los Alamitos, CA: IEEE Computer Society Press, 4-11. 1996.

Hudlicka, E. and Huggins, A.W.F. The Use of Cognitive Science Techniques for Developing FAA Inspection Indicators : Final Technical Report. BBN Reports 7816, 7873, 7940. 1994.

Hudlicka, E. Review of " Knowledge Acquisition for Expert Systems " and " Knowledge Acquisition Tools for Expert Systems ", Boose & Gaines, eds., Artificial Intelligence-EDAM , 4 (2). 1990.

 


Model-Based Reasoning and Decision-Support Systems

Hudlicka, E., Corker, K. et al. Description and Preliminary Evaluation of a Flight Crew Aiding Concept for Recovery from Subsystem Failures, 9th DASC Conference, Virginia Beach, VA, 1990.

Hudlicka, E. and Corker K. Fault Recovery Recommendation . Proceedings on NASA Aviation Safety/Automation Conference, Virginia Beach, 1989.

Hudlicka, E., Corker, K. et al. Intelligent Situation Assessment and Response Aiding in Flight Emergencies, Proceedings of the 7th AIAA Conference on Computers in Aerospace , 257-266. Monterey, CA, 1989.

Corker, K., Hudlicka, E., Young, D., Cramer, N. Telerobotic Workstation Design Aid, In Proceedings of the NASA Conference on Space Telerobotics , Vol. 3, JPL, 1989.

Hudlicka, E., Construction and Use of Causal Models for Diagnosis. International Journal of Intelligent Systems , 3 (3). 1988.

Hudlicka, E., and Corker, K., Integrating Causal Reasoning at Different Levels of Abstraction , in Proceedings of the First International Conference on Industrial and Engineering Applications of AI and Expert Systems , Vol. 1, 157-163, 1988.

Hudlicka, E. and Lesser, V., Modeling and Diagnosing Problem Solving Behavior, IEEE Transactions on Systems, Man and Cybernetics , 17 (3). 1987.

Hudlicka, E. and Lesser, V. Modeling and Reasoning about Problem Solving System Behavior, COINS Technical Report 86-63. Ph.D. Dissertation. Amherst, MA: Computer and Information Science Department, University of Massachusetts. 1986.

Hudlicka, E., Lesser, V., Pavlin, J. and Rewari, A. Design of a Distributed Diagnosis Monitor , COINS Technical Report 86-63. Amherst, MA: Computer and Information Science Department, University of Massachusetts. 1986.

Hudlicka, E., Diagnosing Problem-Solving System Behavior , COINS Technical Report 86-3,
Ph.D Dissertation, Computer and Information Sciences Department, University of Massachusetts, Amherst, January 1986.

Hudlicka, E., and Lesser, V. Construction and Use of Causal Model of a Problem-Solving System , SIGART, No. 93, 48-55, 1985.

Hudlicka, E. and Lesser, V. Meta-level Control through Fault Detection and Diagnosis , In Proceedings of the AAAI ,   153-161, 1984.

Hudlicka, E., and Lesser, V. Design of a Knowledge-Based Fault Detection and Diagnosis System , In Proceedings of the 17th Hawaii International Conference on System Sciences , vol. 1, 224-230, 1984.  

Corkill, D. D., Lesser, V. and Hudlicka, E. Unifying Data-Directed and Goal-Directed Control:   An Example and Experiments , In Proceedings AAAI , 143-147, 1982.

Lesser, V., Corkill, D., Pavlin, J., Lefkowitz, L. Hudlicka, E. Brooks, R., and Reed, S. A High Level Simulation Testbed for Cooperative Distributed Problem Solving , In Proceedings of the Third International Conference on Distributed Computer Systems , 341-349, 1982.