Cited By
View all- Briola DFerrando AMascardi V(2023)Fantastic MASs and Where to Find Them: First Results and Lesson LearnedEngineering Multi-Agent Systems10.1007/978-3-031-48539-8_16(233-252)Online publication date: 29-May-2023
Integrating the Implications of Distance-Based Affective States in Cellular Automata Pedestrian Simulation
Authors: 
Stefania Bandini, 
Daniela Briola, Alberto Dennunzio, Francesca Gasparini, Marta Giltri, 
Giuseppe VizzariAuthors Info & Claims
Pages 259 - 270
Abstract
Cellular Automata have successfully been applied to the modeling and simulation of pedestrian dynamics. These simulations have often been focused on the evaluation of situations of medium-high density, in which the motivation of pedestrians overcomes natural proxemic tendencies. The COVID-19 outbreak has shown that in certain situations it is instead crucial to focus on situations in which proxemic is amplified by the particular affective state of the individuals involved in the studied scenario. We present the first steps in a research effort aimed at integrating results of quantitative analyses concerning effects of affective states on the perception of mutual distances by pedestrians of different type and the modeling of movement choices in a cellular automata framework.
References
[1]
Bandini S, Crociani L, Gorrini A, Nishinari K, and Vizzari G Unveiling the hidden dimension of pedestrian crowds: introducing personal space and crowding into simulations Fund. Inform. 2020 171 1–4 19-38
[2]
Burstedde C, Klauck K, Schadschneider A, and Zittartz J Simulation of pedestrian dynamics using a two-dimensional cellular automaton Physica A 2001 295 3–4 507-525
[3]
De Raad, B.: The Big Five Personality Factors: The Psycholexical Approach to Personality. Hogrefe & Huber Publishers, Kirkland (2000)
[4]
Dosey MA and Meisels M Personal space and self-protection J. Pers. Soc. Psychol. 1969 11 2 93
[5]
Ekman P An argument for basic emotions Cogn. Emot. 1992 6 3–4 169-200
[6]
Gasparini, F., Giltri, M., Briola, D., Dennunzio, A., Bandini, S.: Affectivity and proxemic distances: an experimental agent-based modeling approach. In: Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2021, vol. 3108, pp. 81–92. AIxIA, CEUR Workshop Proceedings (2021)
[7]
Gorrini A, Vizzari G, and Bandini S Age and group-driven pedestrian behaviour: from observations to simulations Collective Dyn. 2016 1 1-16
[8]
Hall ET The Hidden Dimension 1966 Garden City Doubleday
[9]
Kirchner A, Nishinari K, and Schadschneider A Friction effects and clogging in a cellular automaton model for pedestrian dynamics Phys. Rev. E 2003 67
[10]
Li X, Guo F, Kuang H, and Zhou H Effect of psychological tension on pedestrian counter flow via an extended cost potential field cellular automaton model Physica A 2017 487 47-57
[11]
Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press, Cambridge (1990)
[12]
Saifi L, Boubetra A, and Nouioua F An approach for emotions and behavior modeling in a crowd in the presence of rare events Adapt. Behav. 2016 24 6 428-445
[13]
Wang, G.N., Chen, T., Chen, J.W., Deng, K., Wang, R.D.: Simulation study of crowd dynamics in pedestrian evacuation concerning panic contagion: a cellular automaton approach. Chinese Phys. B (2022)
[14]
Wąs J, Gudowski B, and Matuszyk PJ El Yacoubi S, Chopard B, and Bandini S Social distances model of pedestrian dynamics Cellular Automata 2006 Heidelberg Springer 492-501
[15]
Wilensky, U.: NetLogo. Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston, IL (1999). http://ccl.northwestern.edu/netlogo/
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Information
Published In
Sep 2022
372 pages
ISBN:978-3-031-14925-2
DOI:10.1007/978-3-031-14926-9
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.
Publisher
Springer-Verlag
Berlin, Heidelberg
Publication History
Published: 12 September 2022
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Cited By
View all- Briola DFerrando AMascardi V(2023)Fantastic MASs and Where to Find Them: First Results and Lesson LearnedEngineering Multi-Agent Systems10.1007/978-3-031-48539-8_16(233-252)Online publication date: 29-May-2023