Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models

Auroop R. Ganguly; Joseph Whitmeyer; Olufemi Omitaomu; Peter Brecke; Mirsad Hadžikadić; Paul Gilman; Moutaz Khouja; Steven Fernandez; Christopher Eichelberger; Thom McLean; Cathy Jiao; Erin Middleton; Ted Carmichael; Amar Saric; Min Sun

doi:10.1007/978-3-642-39295-5_8

Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models

Auroop R. Ganguly, Joseph Whitmeyer, Olufemi Omitaomu, Peter Brecke, Mirsad Hadžikadić, Paul Gilman, Moutaz Khouja, Steven Fernandez, Christopher Eichelberger, Thom McLean, Cathy Jiao, Erin Middleton, Ted Carmichael, Amar Saric, Min Sun

Computational Urban Sciences

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Abstract

An article in Science magazine (Bhattacharjee, 2007) discussed how the U.S. military is interested in enlisting the help of multidisciplinary scientific experts to better understand "how local populations behave in a war zone." The article mentioned the "Human Social Culture Behavior Modeling" (HSBC) program at U.S. Department of Defense and indicated, through a few anecdotal examples, the types of prior research emanating from multidisciplinary fields that may be considered the state of the art.

Original language	English
Title of host publication	Managing Complexity
Subtitle of host publication	Practical Considerations in the Development and Applicaton of ABMs to Contemporary Policy Challenges
Publisher	Springer Verlag
Pages	93-136
Number of pages	44
ISBN (Print)	9783642392948
DOIs	https://doi.org/10.1007/978-3-642-39295-5_8
State	Published - 2013

Publication series

Name	Studies in Computational Intelligence
Volume	504
ISSN (Print)	1860-949X

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10.1007/978-3-642-39295-5_8

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Ganguly, A. R., Whitmeyer, J., Omitaomu, O., Brecke, P., Hadžikadić, M., Gilman, P., Khouja, M., Fernandez, S., Eichelberger, C., McLean, T., Jiao, C., Middleton, E., Carmichael, T., Saric, A., & Sun, M. (2013). Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models. In Managing Complexity: Practical Considerations in the Development and Applicaton of ABMs to Contemporary Policy Challenges (pp. 93-136). (Studies in Computational Intelligence; Vol. 504). Springer Verlag. https://doi.org/10.1007/978-3-642-39295-5_8

Ganguly, Auroop R. ; Whitmeyer, Joseph ; Omitaomu, Olufemi et al. / Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models. Managing Complexity: Practical Considerations in the Development and Applicaton of ABMs to Contemporary Policy Challenges. Springer Verlag, 2013. pp. 93-136 (Studies in Computational Intelligence).

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abstract = "An article in Science magazine (Bhattacharjee, 2007) discussed how the U.S. military is interested in enlisting the help of multidisciplinary scientific experts to better understand {"}how local populations behave in a war zone.{"} The article mentioned the {"}Human Social Culture Behavior Modeling{"} (HSBC) program at U.S. Department of Defense and indicated, through a few anecdotal examples, the types of prior research emanating from multidisciplinary fields that may be considered the state of the art.",

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Ganguly, AR, Whitmeyer, J, Omitaomu, O, Brecke, P, Hadžikadić, M, Gilman, P, Khouja, M, Fernandez, S, Eichelberger, C, McLean, T, Jiao, C, Middleton, E, Carmichael, T, Saric, A & Sun, M 2013, Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models. in Managing Complexity: Practical Considerations in the Development and Applicaton of ABMs to Contemporary Policy Challenges. Studies in Computational Intelligence, vol. 504, Springer Verlag, pp. 93-136. https://doi.org/10.1007/978-3-642-39295-5_8

Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models. / Ganguly, Auroop R.; Whitmeyer, Joseph; Omitaomu, Olufemi et al.
Managing Complexity: Practical Considerations in the Development and Applicaton of ABMs to Contemporary Policy Challenges. Springer Verlag, 2013. p. 93-136 (Studies in Computational Intelligence; Vol. 504).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

TY - CHAP

T1 - Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models

AU - Ganguly, Auroop R.

AU - Whitmeyer, Joseph

AU - Omitaomu, Olufemi

AU - Brecke, Peter

AU - Hadžikadić, Mirsad

AU - Gilman, Paul

AU - Khouja, Moutaz

AU - Fernandez, Steven

AU - Eichelberger, Christopher

AU - McLean, Thom

AU - Jiao, Cathy

AU - Middleton, Erin

AU - Carmichael, Ted

AU - Saric, Amar

AU - Sun, Min

PY - 2013

Y1 - 2013

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AB - An article in Science magazine (Bhattacharjee, 2007) discussed how the U.S. military is interested in enlisting the help of multidisciplinary scientific experts to better understand "how local populations behave in a war zone." The article mentioned the "Human Social Culture Behavior Modeling" (HSBC) program at U.S. Department of Defense and indicated, through a few anecdotal examples, the types of prior research emanating from multidisciplinary fields that may be considered the state of the art.

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DO - 10.1007/978-3-642-39295-5_8

M3 - Chapter

AN - SCOPUS:84880454377

SN - 9783642392948

T3 - Studies in Computational Intelligence

SP - 93

EP - 136

BT - Managing Complexity

PB - Springer Verlag

ER -

Ganguly AR, Whitmeyer J, Omitaomu O, Brecke P, Hadžikadić M, Gilman P et al. Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models. In Managing Complexity: Practical Considerations in the Development and Applicaton of ABMs to Contemporary Policy Challenges. Springer Verlag. 2013. p. 93-136. (Studies in Computational Intelligence). doi: 10.1007/978-3-642-39295-5_8

Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models

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