Requirements and Approaches for Modeling Individuals Within Organizational Simulations

Organizational Simulation

Volumn , Issue , 2005, Pages 79-137

  Hudlicka, Eva ^a   Zacharias, Greg ^b  

^a Psychometrix Associates Inc   (United States)

^b CHARLES RIVER ANALYTICS   (United States)

Author keywords

Cognitive architectures; Individual differences; Modeling individuals; Organizational simulation; Social network models

Indexed keywords

EID: 17744367827     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/0471739448.ch5     Document Type: Chapter

References (135)

1. Ackerman, P.L., Kanfer, R., & Cudeck, R. (1989). (Eds): Learning and Individual Differences: Abilities, Motivation, and Methodology, (pp. 297-341). Hillsdale, NJ: LEA.
2. Ajzen, I. (2001). Nature and Operation of Attitudes. Annual Review of Psychology, 55, 27-58.
3. Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179-211.
4. Aizen, I., & Fishbein, M. (in press). The Influence of Attitudes on Behavior. The influence of attitudes on behavior. In D. Albarracín, B. T. Johnson, & M. P. Zanna (Eds.), Handbook of attitudes and attitude change: Basic principles. Mahwah, NJ: Erlbaum.
5. Anderson, J. (1990). The adaptive character of thought. Hillsdale, NJ: LEA. http://act.psv.cmu.edu.
6. Andre, E., Klesen, M., Gebhard, P., Allen, S. & Rist, T. (2000). Integrating Models of Personality and Emotions in Lifelike Characters. In Proceedings of IWAI. Siena, Italy
7. Andrews, D.H., Bell, H.H. & Shearer, R.N. (2005). The Learning Organization and Organizational Simulation. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
8. Bates, J., Loyall, A.B., & Reilly, W.S. (1992). Integrating Reactivity, Goals, and Emotion in a Broad Agent. In Proceedings of the 14th Meeting of the Cognitive Science Society.
9. Blaney, P.H. (1986). Affect and Memory. Psychological Bulletin, 99 (2), 229-246.
10. Blocher, K. & Picard, R.W. (2002). Affective Social Quest: Emotion Recognition Therapy for Autistic Children. In Dautenhahn, K., Bond, A.H., Canamero, L. and Edmonds, B. (2002). Socially Intelligent Agents: Creating Relationships with Computers and Robots. Dordrecht, The Netherlands: Kluwer Academic Publishers
11. Bower, G.H. (1981). Mood and Memory. American Psychologist, 36, 129-148.
12. Breazeal, C. (2003). Emotion and Sociable Humanoid Robots. International Journal of Human-Computer Studies, 59 (1-2), 119-155.
13. Canamero, D. (1998). Issues in the Design of Emotional Agents. In Proceedings of Emotional and Intelligent: The Tangled Knot of Cognition. AAAI Fall Symposium, TR FS-98-03,49-54. Menlo Park, CA: AAAI Press
14. Cannon-Bowers, J. A. & Salas, E. (1998). Decision Making Under Stress. Washington, DC: APA.
15. Carley, K.M. (2005). Organizational Design and Assessment in Cyber-space. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
16. Carley, K.M. Hill, V. (2001). Structural Change and Learning Within Organizations". In Dynamics of organizational societies: Models, theories and methods. Alessandro Lomi, (Ed.). Live Oak, CA: MIT Press/AAAI Press
17. Cattell, R.B. (1971). Abilities: their structure, growth and action. NY, NY: Houghton Mifflin.
18. Clore, G.L. (1994). Why emotions require cognition. In The Nature of Emotion. (P. Ekman and R.J. Davidson, Eds.). Oxford: Oxford University Press
19. Codevilla, A.M. (1997). The Character of Nations. NY: Basic Books.
20. Cooke, N. J. (1994). Varieties of knowledge elicitation techniques. Intl. Journal of Human-Computer Studies, 41, 809-849.
21. Cooper, C.R., & Denner, J. (1998). Theories Linking Culture and Psychology: Universal and Community-Specific Processes. Annual Review of Psychology, 49, 559-584.
22. Corker, K. (2000). Cognitive Models & Control: Human & System Dynamics in Advanced Airspace Operations. In Cognitive Engineering in the Aviation Domain, N. Sarter and R. Amalberti (Eds.). Mahwah, NJ: Lawrence Earlbaum Associates.
23. Corker, K. (2001). Air-ground Integration Dynamics in Exchange of Information for Control. In Transportation Analysis, L. Bianco, P. DelΓOrmo and A. Odani eds.). Heidleberg, Germany: Springer Verlag, http://ccf.arc.nasa.gov/af/aff/midas/MIDAS_home_page.html
24. Costa, P. T, & McCrae, R. R. (1992). Four ways five factors are basic. Personality and Individual Differences, 13, 653-665.
25. Cross, S.E. (2005). Using Organizational Simulation to Develop Unprecedented Systems. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
26. Damasio, A.R. (1994). Descartes' Error: Emotion, Reason, and the Human Brain. NY: Putnam.
27. Dautenhahn, K., Bond, A.H., Canamero, L. & Edmonds, B. (2002). Socially Intelligent Agents: Creating Relationships with Computers and Robots. Dordrecht, The Netherlands: Kluwer Academic Publishers.
28. Davidson, R.J., Scherer, K.R., & Goldsmith, H.H. (2003). Handbook of Affective Sciences. NY: Oxford University Press.
29. DeRosis, F., Pelechaud, C., Poggi, I., Carofiglio, V., & De Carolis, B. (2003). From Greta's mind to her face. International Journal of Human-Computer Studies, 59 (1-2), 81-118.
30. Deutsch, S., Adams, M., Abrett, G., Cramer, N., & Feehrer, C. (1993). Research, Development, Training, and Evaluation: Operator Model Architecture (OMAR). Software Functional Specification. AL/HR-TP-1993-0027. WPAFB, OH: Air Force Material Command, http://www.sover.net/~nichael/misc/omar/ifac.html.
31. Eid, M. 2001. Advanced Statistical Methods for the Study of Appraisal and Emotional Reaction. In Appraisal Processes in Emotion. K.R. Scherer, A. Schorr, T. Johnstone (Eds.). NY: Oxford University Press.
32. Elliot, C., Lester, J., & Rickel, J. (1999). Lifelike pedagogical agents and affective computing: An exploratory synthesis. In M. Wooldridge and M. Veloso, (Eds.). Al Today. Lecture Notes in Al. NY: Springer-Verlag
33. Ekman, P. & Davidson, R.J. (1994). The Nature of Emotion. Oxford: Oxford University Press.
34. Endsley, M. R. (2000). Theoretical Underpinnings of Situation Awareness: A Critical Review. In Situation Awareness Analysis and Measurement, M R. Endsley & D.J. Garland, eds. Mahwah: NJ: LEA.
35. Essa, I, & Bobick, A. (2005). Simulating Humans. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
36. Eysenck, H. J. (1991). Dimensions of personality: the biosocial approach to personality. In J. Strelau & A. Angleitner (Eds.), Explorations in temperament: international perspectives on theory and measurement. London: Plenum
37. Eysenck, M.W. (1997). Anxiety and Cognition: A Unified Theory. Hove, E. Sussex: Psychology Press.
38. Fellous, J-M. (2004). From human emotions to robot emotions. In Proceedings of the AAAI Spring Symposium: Architecture for Modeling Emotion: Cross-Disciplinary Foundations. AAAI Technical Report SS-04-02. Menlo Park, CA: AAAI Press
39. Fishbein, M. (1967). Attitude and the prediction of behavior. In M. Fishbein (Ed.), Readings in attitude theory and measurement. New York: Wiley
40. Forgas, J.P. (2000). Feeling and Thinking: The Role of Affect in Social Cognition. Cambridge, UK: Cambridge University Press.
41. Forgas, J.P. (2001). Introduction: Affect and Social Cognition. In Handbook of Affect and Social Cognition. Mahwah, J.P. Forgas, Ed. NJ: LEA
42. Frijda, N.H. & Swagerman, J. (1987). Can Computers Feel? Theory and Design of an Emotional System. Cognition and Emotion, 1 (3), 235-257.
43. Frijda, N.H. (1986). The Emotions. Studies in Emotion and Social Interaction. New York: Cambridge Univ. Press.
44. Geiwitz, J., Klatzky, R.L., & McCloskey, B.P. (1988). Knowledge Acquisition Techniques for Expert Systems: Conceptual and Empirical Comparisons. Santa Barbara, CA: Anacapa Sciences, Inc.
45. th Annual Conference of the Cognitive Science Society, George Mason University, VA.
46. Gray, J. A. (1994). Three Fundamental Emotion Systems. In The Nature of Emotion. (P. Ekman and R.J. Davidson, Eds.). Oxford: Oxford University Press
47. Gugerty, L.J. & Tirre, W.C. (2000). Individual Differences in Situation Awareness. In Situation Awareness Analysis and Measurement, M.R. Endsley and D.J. Garland, eds. Mahwah: NJ: LEA.
48. Handley, H. & Levis, A. (2001). Incorporating Heterogeneity in Command Center Interactions. Information, Knowledge, and Systems Management, 2, 297-309.
49. Harper, K. A., S. S. Mulgund, et al. (2000). SAMPLE: Situation Awareness Model for Pilot-in-the-Loop Evaluation. In Proceedings of the 9th Conference on Computer Generated Forces and Behavioral Representation, Orlando, FL. httn:/Avww.cra.com/sample.
50. Harper, K., N. Ton, et al. (2001). GRADE: Graphical Agent Development Environment for Human Behavior Representation. In Proceedings 10 th Conference on Computer Generated Forces and Behavior Representation, Norfolk, VA.
51. Hofstede, G. (1991). Cultures and Organizations: Software of the Mind. New York: McGraw Hill.
52. Holsti, O.R. (1977). The 'operational code' as an approach to the analysis of belief systems. Final report to the National Science Foundation. Grant # SC 75-15368. Duke University.
53. Hudlicka, E. (1997). Modeling Behavior Moderators in Military HBR Models. TR 9716. Lincoln, MA: Psychometrix Associates, Inc. (see also Pew and Mavor, 1998).
54. Hudlicka, E. (2001). CAPTA: Cognitive Affective Personality Task Analysis. In Proceedings of the 45th Meeting of the HFES. October, 2001
55. Hudlicka, E. (2002a). This time with feeling: Integrated Model of Trait and State Effects on Cognition and Behavior. Applied Artificial Intelligence, 16:1-31. 2002.
56. Hudlicka, E. (2002b). Bibliography of Technical and Research Literature Resources for C2WARS Development. TR R97310a. Cambridge, MA: Charles River Analytics.
57. Hudlicka, E. (2003a). Methodology for Analysis and Modeling of Individual Differences: MAMID-Final Report. Psychometrix Technical Report 0003. Blacksburg, VA: Psychometrix Associates, Inc.
58. Hudlicka, E. (2003b). Modeling Effects of Behavior Moderators on Performance: Evaluation of the MAMID Methodology and Architecture, In Proceedings of BRIMS-12, Phoenix, AZ, May.
59. Hudlicka, E. (2003c). To Feel or Not To Feel: The Role of Affect in HCI. International Journal of Human-Computer Studies, 59 (1-2), 1-32.
60. Hudlicka, E. (2003d). Personality and Cultural Factors in Gaming Environments. Proceedings of the Workshop on Cultural & Personality Factors in Military Gaming. Alexandria, VA: Defense Modeling and Simulation Office. (See also Psychometrix Associates Report 0306.)
61. Hudlicka, E. (2004a). Two Sides of Appraisal. In Proceedings of the AAAI Spring Symposium-Architectures for Modeling Emotion, TR SS-04-02. Menlo Park, CA: AAAI
62. Hudlicka, E. (2004b). Summary of Factors Influencing Decision-Making and Behavior. Technical Report 0403. Blacksburg, VA: Psychometrix Associates, Inc.
63. h CGF Conference. Orlando, FL
64. th meeting of the Human Factors and Ergonomic Society. October, Baltimore, MD
65. Hudlicka, E. & Zacharias, G. (2002a). C2WARS: Command and Control Warfare Analysis and Reasoning System: Target Profile Specification. Report R97312. Cambridge, MA: Charles River Analytics, Inc.
66. Hudlicka, E. & Zacharias, G. (2002b). C2WARS: Command and Control Warfare Analysis and Reasoning System: Requirements Specification. Report R97313. Cambridge, MA: Charles River Analytics, Inc.
67. Hudlicka, E. & Zacharias, G. (2002c). C2WÄRS: Command & Control Warfare Analysis and Reasoning System: Target Vulnerability Assessment. Report R97314. Cambridge, MA: Charles River Analytics.
68. Hudlicka, E., Zacharias, G., & Schweitzer, J. (2002). Individual and Group Behavior Determinants: Inventory, Inferencing, and Applications. In Proceedings of the 11th CGF Conference, Orlando, FI, 21-28.
69. th BRIMS Conference, Arlington, VA.
70. Isen, A.M. (1993). Positive Affect and Decision Making. In Handbook of Emotions. J.M. Haviland and M. Lewis, eds. New York, NY: The Guilford Press
71. Johnson, S.C. (1967). Hierarchical Cluster Analysis, Psychometrika, 32, No. 3.
72. Jones, R., Henninger, A. & Chown, E. (2002). Interfacing Emotional Behavior Moderators with Intelligent Synthetic Forces. In Proceedings of the iff Conference on Computer Generated Forces and Behavior Repersentation, Orlando, FL.
73. Karabaich, B. (1996). Target Anslysis Concept. Technical Memo. Leavenworth, KS: Karabaich Strategic Information Systems.
74. Kelly, G. (1955). The Psychology of Personal Constructs. New York: Norton.
75. Klein, G. A. (1997). The recognition-primed decision (RPD) model: Looking back, looking forward. In C, Zsambok & G. Klein (Eds.), Naturlistic decision making. Mahwah, NJ: Erlbaum
76. Klein, H. & McHugh, A.P. (2005). National Differences in Teamwork. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
77. Klein, H.A., Pongonis, A., & Klein, G. (2002). Cultural Barriers to Multinational C2 Decision Making. In Proceedings C2 Research & Technology Symposium.
78. Laughery, R., Archer, S. & Corker, K. (2001). Modeling Human Performance in Complex Systems. In Handbook of Industrial Engineering, G. Salvendy (Ed.) NY: Wiley Interscience-Human Performance Modeling.
79. Lazarus, R.S. (1991). Emotion and Adaptation. New York, NY: Oxford University Press.
80. LeDoux, J.E. (1989). Cognitive-Emotional Interactions in the Brain. Cognition and Emotion, 3(4), 267-289.
81. LeDoux, J.E. (1992). Brain Mechanisms of Emotion and Emotional Learning. Current Opinions in Neurobiology, 2(2), 191-197.
82. Lee, Y. (2004). Software review: Review of the Tools for the Cognitive Task Analysis. Educational Technology & Society, 7 (1), 130-139.
83. Levis, A. (2005). Executable Models of Decision Making Organizations. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
84. Lewis, M. & Haviland, J.M. (1993). Handbook of Emotions. NY: The Guilford Press.
85. Lindheim, R.D. & Korris, J.H. (2005). Application of Immersive Technology For Next-Generation Simulation. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
86. Lisetti, C.L. & Gmytrasiewicz, P. (2002). Can a Rational Agent Afford to Be Affectless? Applied Artificial Intelligence, 16 (7-8), 577-609.
87. s' International Joint Conference on Agents and Multiagent Systems. Bologna, Italy
88. Martinho, C., Machado, I. & Paiva, A. (2000). A Cognitive Approach to Affective User Modeling. In Affective Interactions: Towards a New Generation of Affective Interfaces. (A. Paiva, ed.). New York: Springer Verlag
89. Matsumoto, D. (2001). The Handbook of Culture and Psychology. NY: Oxford.
90. Matthews, G., Derryberry, D., & Siegle, G.J. (2000a) Personality and emotion: Cognitive science perspectives. In S.E. Hampson (Ed.), Advances in personality psychology (Vol. 1). London: Routledge.
91. Matthews, G., Davies, D.R., Westerman, S.J. & Stammers, R.B. (2000b). Human Performances Cognition, Stress, and individual differences. Philadelphia, PA: Taylor and Francis.
92. Matthews, G., and Deary, I.J. (1998). Personality Traits. Cambridge, UK: Cambridge.
93. Matthews, G. (2004). Designing Personality: Cognitive Architectures and Beyond. In Proceedings of the AAAI Spring Symposium: Architecture for Modeling Emotion: Cross-Disciplinary Foundations. AAAI Technical Report SS-04-02. Menlo Park, CA: AAAI Press
94. Meyer, D.E. & Kieras, D.E. (1997). A Computational Theory of Executive Cognitive Processes and Multiple Task Performance, Part 1, Basic Mechanisms. Psychological Review, 104 (1), 2-65.
95. Mineka, S. & Sutton, S.K. (1992). Cognitive Biases and the Emotional Disorders. Psychological Science, 3(1), 65-69.
96. Michaud, F. & Theberge-Turmel, C. (2002). Mobile Robotic Toys and Autism: Observations of Interaction. In Dautenhahn, K., Bond, A.H., Canamero, L. and Edmonds, B. (2002). Socially Intelligent Agents: Creating Relationships with Computers and Robots. Dordrecht, The Netherlands: Kluwer Academic Publishers.
97. Mitchell, D. (2000). Mental Workload and ARL Workload Modeling Tools. Army Research Laboratory Report ARL-TN-161. Aberdeen, MD. Army Research Laboratory.
98. Napierski, D., Young, A., & Harper, K. (2004). Towards a Common Ontology for Improved Traceability of Human Behavior Models. In Proceedings of the 13th Conference on Behavior Representation in Modeling and Simulation (BRIMS), Arlington, VA.
99. Newell, A. (1990). Unified theories of cognition. Cambridge, MA: Harvard University Press, http://www.soartech.com/htmlonly/technology.soar.html
100. Orasanu, J. (1998). Stress and Naturalistic Decision Making: Strengthening the Weak Links. In R. Flin, E. Salas, (Eds.), Decision Making Under Stress: Emerging Themes and Applications. Aldersho, Hants, UK: Avebury
101. Ortony, A., Clore, G.L., & Collins, A. (1988). The Cognitive Structure of Emotions. NY: Cambridge University Press.
102. Osgood, C. E., Suci, G. J., & Tannenbaum, P. H. (1957). The measurement of meaning. Urbana, IL: University of Illinois Press.
103. Pearl, J. (1986). Fusion, Propogation, and Structuring in Belief Networks. Al, 29(3): 241-288.
104. Persons, J.B. & Foa, E.B. (1984). Processing of fearful and neutral information by obsessive-compulsives. Behavior Res. Ther., 22, 260-265.
105. Pew, R.W. and Mavor, A.S. (1998). Representing Human Behavior in Military Simulations. Washington, DC. National Academy Press.
106. Rao, A.S. & Georgeff, M.P. (1995). BDI Agents: From Theory to Practice. Tech. Rep. 56. Melbourne, Australia: Australian Artificial Intelligence Institute.
107. Renshon, S.A. & Duckitt, J. (2000). Political Psychology: Cultural and Crosscultural Foundations. Washington Square, NY: NY University Press.
108. Revelle, W. (1995). Personality Processes. Annual Review of Psychology, 46, 295-328.
109. Revelle, W. & Bom, W. (1999). Modeling Personality Differences in Personality and Cognition. Technical Report. Evanston, IL: Northwestern University.
110. Ritter, F, Avramides, M., & Councill, I. (2002). Validating Changes to a Cognitive Architecture to More Accurately Model the Effects of Two Example Behavior Moderators. Proceedings of 11th CGF Conference, Orlando, FL.
111. Ritter, F.R., Shadbolt, N.R., Elliman, D., Young, R., Gobet, F. & Baxter, G.D. (1999). Techniques for modelling human performance in synthetic environments: A supplementary review. Technical Report No. 62. ESRC Centre for Research in Development, Instruction and Training. Nottingham, UK: Department of Psychology, University of Nottingham.
112. Rouse, W.B. (2005). Strategic Thinking Via Organizational Simulation. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
113. Russell, J.A. (1979). Affective space is bipolar. Journal of Personality and Social Psychology, 37, 345-356.
114. Salas, E., Guthrie, Jr., J.W., Wilson-Donnelly, K.A., Priest, H.A. & Burke, S. (2005). Modeling Team Performance: The Basic Ingredients and Research Needs. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
115. Saunders-Newton, D. (2003). Reflections on Credible Computational Models of Society," in Proceedings on the Workshop on Cultural & Personality Factors in Military Gaming. Alexandria, VA: Defense Modeling and Simulation Office.
116. Scherer, I.R., Schorr, A. & Johnstone, T. (2001). Appraisal Processes in Emotion: Theory, Methods, Research. Oxford: Oxford. University Press.
117. Scherer, K. (1993). Studying the Emotion-antecedent appraisal process: The expert system Approach. Cognition and Emotion, 7, 325-355.
118. Schiffman S., Reynolds, L., & Young, F.W. (1981). Introduction to Multi-Dimensional Scaling: Theory, Methods, and Applications. NY, NY: Academic Press.
119. Schraagen, J.M., Chipman, S.F. and Shalin, V.L. (2000). Cognitive Task Analysis. Mahwah, NJ: LEA.
120. Selfridge, O. (1959). Pandemonium: A paradigm for learning. In Symposium on the mechanization of thought processes. London, UK: HM Stationary Office
121. Shah, A.P. & Pritchett, A.R. (2005). Agent-Based Modeling and Simulation of Socio-Technical Systems. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley
122. Shaw, E. & Post, J. (1999). Review of Commander Information and Interaction Profile: Recommendations for Operationalization. Report. Washington, DC: Political Psychology Associates, Ltd.
123. Sloman, A. (2000). Architectural Requirements for Human-like Agents Both Natural and Artificial. In Human Cognition and Social Agent Technology. K. Dautenhand, Ed. Amsterdam/Philadelphia: John Benjamins
124. Sloman, A. (2003). How many separately evolved emotional beasties live within us? In Emotions in Humans and Artifacts, R.Trappl, P. Petta, & S. Payr (Eds.). Cambridge, MA:The MIT Press, http://www.cs.bham.ac.uk/~axs/cogaff.html.
125. Smith, C. & Kirby, L. (2000). Consequences Require Antecedents: Toward a Process Model of Emotion Elicitation. In Feeling and Thinking: The Role of Affect in Social Cognition. J.P. Forgas, (Ed.). Cambridge, UK: Cambridge University Press
126. Tenney, Y., Diller, D., Pew, R., Godfrey, K., & Deutsch, S. (2003). The AMBR Project: A Case-Study in Human Performance Model Comparison. In Proceedings of BRǏMS-12, Phoenix, AZ, May.
127. Triandis, H.C. & Suh, E.M. (2002). Cultural Influences on Personality. Annual Review of Psychology, 53, 133-160.
128. Thayer, R.E. (1996). The origin of everyday moods. New York: Oxford University Press.
129. Velaszuez, J.D. (1998). Modeling Emotion-Based Decision-Making. In Proceedings of "Emotional and Intelligent: The Tangled Knot of Cognition". AAAI Fall Symposium Series, TR FS-98-03. Menlo Park, CA: AAAI Press
130. Watson, D., & Clark, L.A. (1992). On traits and temperament: General and specific factors of emotional experience and their relation to the five-factor model. Journal of Personality, 60, 441-446.
131. Watson, D. & Tellegen, A. (1985). Toward a consensual structure of mood. Psychological Bulletin, 98, 219-235.
132. Williams, Watts, F.N., MacLeod, C., & Mathews, A. (1997). Cognitive Psychology and Emotional Disorders. NY: John Wiley.
133. Zacharias, G.L., Miao, A.X, Illgen, C., & Yara, J.M. SAMPLE: Situation Awareness Model for Pilot-in-the-Loop Evaluation. (1995). In Proceedings of the 1st Annual Conference on Situation Awareness in the Tactical Air Environment. Wright-Patterson AFB, OH: Crew Systesm Ergonomics Information Analysis Center. 1995
134. Zachary, W. (1992) COGNET. http://www.chiinc.com/cognethome.shtml.
135. Zyda, M., Mayberry, A., McCree, J., & Davis, M. (2005). From Viz-Sim to VR to Games. In W.B. Rouse & K.R. Boff, Eds., Organizational Simulation: From Modeling and Simulation to Games and Entertainment. New York: Wiley