Modeling Crowd Behavior for Military Simulation Applications

Organizational Simulation

Volumn , Issue , 2005, Pages 471-536

  Loftin, R Bowen ^a   Petty, Mikel D ^a   Gaskins, Ryland C ^a   McKenzie, Frederic D ^a  

^a OLD DOMINION UNIVERSITY   (United States)

Author keywords

Crowd modeling; Experimentation; Military applications; Organizational simulation; Requirements analysis

Indexed keywords

EID: 84870957990     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/0471739448.ch17     Document Type: Chapter

References (111)

1. Adang, O. M. J. (1992). Crowds, riots and the police: An observational study of collective violence. Siena, Italy: Presented at the meeting of the International Society for Research on Aggression in September 1992.
2. Alghamdi, A. A. (1992). Crowd control model with a management information system approach for command and control, Dissertation #0075. Washington, DC: George Washington University.
3. Allbeck, J., Kipper, K., Adams, C., Schuler, W., Zoubanova, E., Badler, N., Palmer, M., & Joshi, A. (2002). ACUMEN: Amplifying control and understanding of multiple entities. In the proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems. Bologna, Italy, July 15-29.
4. Aubel, A., & Thalmann, D. Thalmann (2000). Real-time display of virtual humans: Level of details and impostors. IEEE Transaction on Circuits and Systems for Video Technology, 10, 201-217.
5. Bailey, M. P. (2003). Questionnaire response, June 18.
6. Bakker, F., Whiting, H. T. A., & van der Brug, H. H. (1990). Sport Psychology. Chichester, England : John Wiley & Sons.
7. Bandura, A. (1965). Influence of model's reinforcement contingencies on the acquisition of imitative responses. Journal of Personality and Social Psychology, I, 589-595.
8. Bandura, A. (1973). Aggression: a social learning analysis. Englewood Cliffs, NJ: Prentice-Hall.
9. Bates, J. (1994). The role of emotion in believable agents. Communications of the ACM, Special issue on Agents.
10. Bender, P. M., & Speckart, G. (1981). Attitudes cause behaviors. A structural equation analysis. Journal of Personality and Social Psychology, 40, 226-238.
11. Blumer, H. G. (1939). Collective behavior. In R. E. Park, (Ed.) (1939). Principles of Sociology. Pagination from A. M. Lee (Ed.) (1946). Principles of Sociology. (pp. 219-288). New York: Barnes & Noble.
12. Bouvier, E., & Guilloteau, P. (1996). Crowd simulation in immerse space management. In the proceedings of the Eurographics Workshop on Virtual Environments and Scientific Visualization '96, 104-110.
13. Brogan, D., & Hodgins, J. (1997). Group behaviors for systems with significant dynamics. Autonomous Robots, 4, 137-153.
14. Bruzzone, A. G., & Signorile, R. (1999). Crowd Control Simulation in Java Based Environment. In the proceedings of the 1999 Western Multi Conference, San Francisco, CA, January 17-20.
15. Buss, A. H. (1966). Instrumentality of aggression, feedback, and frustration as determinants of physical aggression. Journal of Personality and Social Psychology.
16. Cassell, J., Sullivan, J, Prevost, S., & Churchill, E. (Eds.) (2000). Embodied Conversational Agents. Cambridge: MIT Press.
17. Cassell, J., Vilhjalmsson, H., & Bickmore, T. (2001). BEAT: Behavior expression animation toolkit. In the proceedings of SIGGRAPH 2001, 477-486.
18. Castro, P. E., et al. (2002). Modeling and Simulation in Manufacturing and Defense Acquisition: Pathways to Success, National Research Council. Washington, DC: National Academy Press.
19. Ceranowicz, A., Torpey, M., Helfmstine, B., Bakeman, D., McCarthy, J., Messerschmidt, L., McGarry, S., & Moore, S. (1999). J9901, Federation Development for Joint Experimentation. In the proceedings of the Fall 1999 Simulation Interoperability Workshop, Orlando, FL, September 12-17.
20. Chandrasekaran, B., & Josephson, J. R. (1999). Cognitive Modeling for Simulation Goals: A Research Strategy for Computer-Generated Forces. In the proceedings of the Eighth Conference on Computer Generated Forces and Behavioral Representation, Orlando, FL, May 11-13, 117-126.
21. Cornwell, J. B., Silverman, B. G., O'Brien, K., & Johns, M. (2002). A Demonstration of the PMF-Extraction Approach: Modeling the Effects of Sound on Crowd Behavior. In the proceedings of the Eleventh Conference on Computer-Generated Forces and Behavior Representation, Orlando, FL, May 7-9, 107-113.
22. Creech, R. C., & Petty, M. D. (1996). A Model of Large-Scale Citizen Evacuation for Emergency Management Simulation. In the proceedings of the Sixth Conference on Computer Generated Forces and Behavioral Representation, Orlando, FL, July 23-25, 67-78.
23. Department of the Air Force (2003). Program Research & Development Announcement NR 03-01-HE. Retrieved from http://www.eps.gov/spg/USAF/AFMC/AFRLWRS/PRDA-03-01-HE/listing.html.
24. Derlega, V. J., Cukur, C. S., Kuang, J. C. Y., & Forsyth, D. R. (2002). Interdependent construal of self and the endorsement of conflict resolution strategies in interpersonal, intergroup, and international disputes. Journal of Cross-Cultural Psychology, 33(6), 610-625.
25. Department of Defense (1995). Doctrine for Joint Operations. Joint Publications 3-0, February 1.
26. Department of Defense (2001). Department of Defense Dictionary of Military and Associated Terms. Joint Publications 1-02, April 12.
27. Dupuy, J. P. (1990). Panic: From the myth to the concept, Report 068857006. Arcueil, France : Etablissement Technique Central De' Larmement, Centre de Recherches et D'Etudes D'Arcueil.
28. Elliot, C. (1992). The affective reasoner: A process model of emotions in a multiagent system, Ph.D. Dissertation. Evanston, IL: Northwestern University.
29. Eron, L. D., Huesmann, L. R., Lefkowitz, M., & Walder, L. O. (1972). Does television violence cause aggression? American Psychologist, 27, 253-263.
30. Ewen, D., Dion, D. P., Flynn, T. F., & Miller, D. M. (2000). Computer Generated Forces Applications to a Simulation Based Acquisition Smart Product Model for SC-21. In the proceedings of the Ninth Conference on Computer Generated Forces and Behavioral Representation, Orlando, FL, May 16-18, 353-361.
31. Feinberg, W. E., & Johnson, N. R. (1988). Outside agitators and crowds: Results from a Computer Simulation Model. Social Forces, 67, 398-423.
32. Ferguson, M. (2003). Questionnaire response, May 8.
33. Fields, M. A., & Spradlin, G. (2000). Modeling Civilian Crowds in a Battlefield Simulation. In the proceedings of the Ninth Conference on Computer Generated Forces and Behavioral Representation, Orlando, FL, May 16-18, 451-458.
34. Forward, J. R., & Williams, J. R. (1970). Internal-external control and black militancy. Journal of Social Issues, 26, 75-92.
35. Gaskins, R. C., McKenzie, F. D, and Petty, M. D. (2003). Crowd Modeling in Military Simulations: Requirements Analysis, Survey, and Design Study. Technical Report, Virginia Modeling Analysis and Simulation Center, Old Dominion University, April 30.
36. Gaskins, R. C., Boone, C. M., Verna, T. M., Bliss, J. P., and Petty, M. D., "Psychological Research for Crowd Modeling," Proceedings of the 2004 Conference on Behavioral Representation in Modeling and Simulation, Arlington, VA, May 17-20 2004, pp. 401-402.
37. Greenwald, T. W. (2002). An analysis of auditory cues for inclusion in a close quarters battle room clearing operation, M.S. Thesis. Monterey, CA: Naval Postgraduate School.
38. Greer, J. K. (2000). The urban area during stability missions case study: Bosnia-Herzegovina, Part 2. In R. W. Glenn (Ed.), Capital preservation: Preparing for urban operations in the twenty-first century. Pittsburgh PA: RAND
39. Haddock, D. D., & Polsby, D. D. (1994). Understanding riots. Cato Journal, 14(1), 1-13.
40. Hall, M. T., & Kennedy, M. T. (2000). The urban area during support missions case study: Mogadishu. In R. W. Glenn (Ed.), Capital preservation: Preparing for urban operations in the twenty-first century. Pittsburgh, PA: RAND
41. Hare, R. D. (1994). Predators: The distrubing world of the psychopaths among us. Psychology Today, January/February 1994, 54-56, 58, 60-63.
42. Horowitz, D. (2001). The deadly ethnic riot. Berkeley, CA: University of California Press.
43. Jager, W., Popping, R., and van de Sande, H. (2001). Clustering and fighting in two party crowds: Simulating the approach-avoidance conflict. Journal of Artificial Societies and Social Simulation, 4(3). Retrieved from http://www.soc.surrey.ac.uk/JASSS/4/3/7.html.
44. Johnson, N. R., & Feinberg, W. E. (1977). A computer simulation of the emergence of consensus in crowds." American Sociological Review, 42(6), 505-521.
45. Johnson, W. L., Rickel, J. W., and Lester, J. C. (2000). Animated pedagogical agents: Face-to-face interaction in interactive learning environments. International Journal of Artificial Intelligence in Education, 11, 47-78.
46. Kelman, H. C. (1974). Attitudes are alive and well and gainfully employed in the sphere of action. American Psychologist, 29, 310-324.
47. Kenny, J. M., McPhail, C., Farrer, D. N., Odenthal, D., Heal, S., Taylor, J., Ijames, S., & Waddington, P. (2001). Crowd Behavior, Crowd Control, and the Use of Non-Lethal Weapons, Technical Report. University Park, PA: Penn State Applied Research Laboratory.
48. Kenny, J. M., & Gilpin, W. L. (2002). Insertion of Crowd Behavior Models into the INIWIC Course. In the proceedings of the 2002 Interservice/Industry Training, Simulation, and Education Conference, Orlando, FL, December 2-5, 1064-1074.
49. Klein, H. A., & Steele-Johnson, D. (2002). Training cultural decentering, Technical Report. U.S. Army Research Institute.
50. Laird, J., & Van Lent, M. (2001). Human-level AI's killer application, interactive computer games. Artifìcal Intelligence Magazine, 22(2), 15-25.
51. Latane, B., & Darley, J. M. (1968). Group inhibition of bystander intervention in emergencies. Journal of Personality and Social Psychology, 10(3), 215-221.
52. Le Bon, G. (1960). Psychologie de Foules (TRANSLATOR, Trans.). New York : Viking (Original work published 1895. Paris, France : Alcon).
53. Lim, L., & Thalmann, D. (2002). Construction of animation models out of captured data. In the proceedings of the IEEE International Conference on Multimedia and Expo '02.
54. Loew, C. A. (1967). Acquisition of a hostile attitude and its relationship to aggressive behavior. Journal of Personality and Social Psychology.
55. MacNamee, B., Dobbyn, S., Cunningham, P., & O'Sullivan, C. (2002). Men behaving appropriately: Integrating the role passing technique into the ALOHA system. In the proceedings of the AISB '02 Symposium: Animating Expressive Characters for Social Interactions.
56. Markus, H. R., & Kitayama, S. (1991). Culture and the self: Implications for cognition, emotion, and motivation. Psychological Review, 98, 224-253.
57. McPhail, C. (1991). The myth of the madding crowd. New York: De Gruyter.
58. McPhail, C., Powers, W. T., Tucker, C. W. (1992). Simulating individual and collective actions in temporary gatherings. Social Science Computer Review, 10 (1), 1-28.
59. Medby, J. J., Glenn, R. W. (2002). Street Smart: Intelligence preparation of the battlefield for urban operation. Santa Monica: Rand.
60. Meier, N. C., Mennenga, G. H., Stoltz, H. J. (1941). An experimental approach to the study of mob behavior. Journal of Abnormal and Social Psychology, 36, 506-524.
61. Miller, W. (2002). Dismounted Infantry Takes the Virtual High Ground. Military Training Technology, 7(8).
62. Miller, T. E., Battaglia, D. A., & Phillips, J. K. (2002). Cognitive Train Challenges in Operations Other Than War. In the proceedings of the 2002 Interservice/Industry Training, Simulation, and Education Conference, Orlando, FL, December 2-5, 417-427.
63. Moore, T. (1990). Keep it cool! Police, 22(11), 32-33.
64. Murphy, P. J., Williams, J. M., Dunning, E. G. (1990). Football on trial: Spectator violence and development in the football world. London: Routledge.
65. Musse, S. R., & Thalmann, D. (1997). A model of human crowd behavior: Group inter-relationship and collision detection analysis. In the proceedings of the Eurographics CAS 97 Workshop on Computer Animation and Simulation, Budapest Hungary.
66. Musse, S. R., Babski, C., Capin, T., & Thalmann, D. (1998). Crowd modelling in collaborative virtual environments. In the proceedings of the ACM Symposium on Virtual Reality Software and Technology, Taipei, Taiwan, November, 115-123.
67. Musse, S. R., Garat, F., & Thalmann, D. (1999). Guiding and interacting with virtual crowds in real-time. In the proceedings of the Eurographics Workshop on Computer Animation and Simulation '99, 23-34.
68. Musse, S. R., & Thalmann, D. (2001). Hierarchical model for real time simulation of virtual human crowds. IEEE Transactions on Visualization and Computer Graphics, 7(2), 152-164.
69. Nelsen, E.A. (1969). Social reinforcement for expression vs. expression of aggression. Merrill-Palmer Quarterly of Behavior and Development, 15, 259-278.
70. One Semi-Automated Forces (OneSAF) Operational Requirements Document (ORD) Version LI. Retrieved February 27, 2001, from http://www.onesaf.org/public1saf.html.
71. O'Sullivan, C., Cassell, J., Vilhjalmsson, H., Dobbyn, S., Peters, C., Leeson, W., Giang, T., & Dingliana, J. (2002). Crowd and group simulation with levels of detail for geometry, motion and behavior. In the proceedings of the Third Irish Workshop on Computer Graphics, 15-20.
72. Park, R.E., (1904). Masse und Publikum (Charlotte Eisner, Trans.). Chicago: University of Chicago Press. (Original work. Bern: Lack and Grunau).
73. Park, R. E. (1930). Collective Behavior. In Encyclopedia of the Social Sciences (Vol. 3, pp. 631-633). New York: MacMillan.
74. Pew, R. W., et al. (1998). Modeling Human and Organizational Behavior: Application to Military Simulation. Washington, DC: National Research Council, National Academy Press.
75. Petty, M. D., McKenzie, F. D., and Gaskins, R. C., "Requirements, Psychological Models, and Design Issues in Crowd Modeling for Military Simulation," Proceedings of the Huntsville Simulation Conference 2003, Huntsville, AL, October 29-31 2003, pp. 237-245.
76. Pilz, G. A. (1989). Social factors influencing sport and violence: On the "problem" of football fans in West Germany. Concilium-International Review of Theology, 5, 32-43.
77. st Century (in the press). Washington, DC: American Psychological Association.
78. Ransford, H. E. (1968). Isolation, powerlessness, and violence: A study of attitudes and participation in the Watts riot. American Journal of Sociology, 73, 581-591.
79. Reece, D. A. (2002). Crowd Modeling in DISAF. In the proceedings of the Eleventh Conference on Computer-Generated Forces and Behavior Representation, Orlando FL, May 7-9, 87-95.
80. Rehm, J., Steinleiter, M., & Lilli, W. (1987). Wearing uniforms and aggression: A field experiment. European Journal of Social Psychology, 17, 357-360.
81. Reynolds, C. W. (1987). Flocks, herds, and schools: A distributed behavioral model. In the proceedings of SIGGRAPH '87, 25-34.
82. Rickel, J. W., & Johnson, W. L. (1999). Animated agents for procedural training in virtual reality: Perception, cognition, and motor control. Applied Artificial Intelligence, 75(4-5), 343-382.
83. th International Conference of Artificial Intelligence in Education (578-585). Amsterdam, Holland: IOS Press.
84. Rickel, J. W., Marsella, S., Gratch, J. Hill, R., Traum, D., & Swartout, W. (2002). Toward a new generation of virtual humans for interactive experiences. IEEE Intelligent Systems, July/August 2002, 32-38.
85. Ross, L, Greene, D., & House, P. (1977). The "false consensus effect": An egocentric bias in social perception and attribution processes. Journal of Experimental Social Psychology, 13, 279-301.
86. Roth, M. (1979). Pornography and Society: A psychiatric view. Goodman Lecture, BBC Network, 3 January.
87. Roversi, A. (1991). Football violence in Italy. International Review for Sociology of Sport, 26, 311-332.
88. Russell, G. W. (1995). Personalities in the crowd: Those who would escalate a sports riot. Aggressive Behavior, 21, 91-100.
89. Russell, G. W., Arms, R. L. (1998). Toward a social psychological profile of would-be rioters. Aggressive Behavior, 24, 219-226.
90. Sarason, I. G. (1978). A cognitive social learning approach to juvenile delinquency. In R. D. Hare, D. Schalling D. (Eds.), Psychopathic Behavior: Approaches to Research (299-317). New York: John Wiley and Sons.
91. Seo, H., Yahia-Cherif, L., Goto, T., & Magnenat-Thalmann, N. (2002). Genesis: Generation of e-population based on statistical information. In the proceedings of Computer Animation 2002.
92. Silke, A. (2003). De-individuation, anonymity and violence: Findings from Northern Ireland. Journal of Social Psychology, in press.
93. Silverman, B. G., Johns, M., O'Brien, K., Weaver, R., & Cornwell, J. B. (2002). Constructing Virtual Asymmetric Opponents from Data and Models in the Literature: Case of Crowd Rioting. In the proceedings of the Eleventh Conference on Computer-Generated Forces and Behavior Representation, Orlando FL, May 7-9, 97-106.
94. Singelis, T. M. (2000). Some thoughts on the future of cross-cultural social psychology. Journal of Cross-Cultural Psychology, 31, 76-91.
95. Sloman, A. Logan, B. (1999). Building cognitively rich agents using the SIM_AGENT toolkit. Communications of the ACM, 42 (3), 71-77.
96. Snyder, M. & Swann, W. B. (1978). When actions reflect attitudes: The politics of impression management. Journal of Personality and Social Psychology, 34, 1034-1042.
97. Sokolowski, J. A. (2003). Questionnaire response, April 22.
98. Still, G.K. (2000). Crowd dynamics. Ph.D. Thesis, Warwick University.
99. Swartout, W. (2001). Toward the holodeck: Integrating graphics, sound, character, and story. In Proceedings of the 5th International Conference of Autonomous Agents (409-416). New York: ACM Press.
100. Ulicny, B., & Thalmann, D. (2001). Crowd simulation for interactive virtual environments and vr training systems. In the proceedings of the Eurographics Workshop on Animation and Simulation, 163-170.
101. Ulicny, B., & Thalmann, D. (2002). Towards interactive real-time crowd behavior simulation. Computer Graphics, 21 (4) 767-775.
102. Van der Brug, H. H. (1992). Football hooliganism in The Netherlands. Unpublished manuscript. Amsterdam, The Netherlands: Department of Political and Social Sciences, University of Amsterdam.
103. Van Limbergen, K., Colaers, C., & Walgrave, L. (1989). The societal and psychosocial background of football hooliganism. Current Psychology: Research and Reviews, 8, 4-14.
104. Varwell, D. W. P. (1978). Police and public. Plymouth: MacDonald and Evans.
105. Watson, R. I. (1973). Investigation into de-individuation using a cross-cultural survey technique. Journal of Personality and Social Psychology, 25, 342-345.
106. Weiss G. (1999). Multiagent systems: A modern approach to distributed artificial intelligence. Cambridge, MA: MIT Press.
107. Weller, M. P. I. (1985). Crowds, mobs and riots. Medical Science Law, 25(A), 295-303.
108. Whythe, W. H. (1961). The Organization Man. Harmondsworth, England: Penguin Books.
109. Williamson, S., Hare, R.D., Wong, S. (1987). Criminal psychopaths and their victims. Canadian Journal of Behavioural Science, 79, 454-462.
110. Wooldridge, M. (2002). An Introduction to Multiagent Systems. Chichester, England: John Wiley & Sons.
111. Zani, B., Kirchler, E. (1991). When violence overshadows the spirit of sporting competition: Italian football fans and their clubs. Journal of Community and Applied Social Psychology, 7, 5-21.