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2019 | OriginalPaper | Buchkapitel

Modeling Emotional Contagion for Crowd in Emergencies

verfasst von : Tingting Liu, Zhen Liu, Yanjie Chai, Jin Wang

Erschienen in: E-Learning and Games

Verlag: Springer International Publishing

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Abstract

Due to the serious situation of the public security in China, it has important practical meaning to make contingency plans for emergencies in advance. During the emergency evacuation, crowd will be in a non-rational state. The characteristics of the crowd aggregation are different from the usual crowd movements and easily lead to emotional contagion. However, the research on emotional contagion in crowd animation is still rare in the existing studies. From the perspective of psychology, this paper discusses the related concepts, parameters, and methods of measurement for emotional contagion, and summarizes the work of using computer vision technology in obtaining the crowd parameters. Based on these, a model of emotional contagion has been proposed. The experimental results show that the proposed model can well represent the crowd evacuation behavior and can be a new method for crowd emergency management.

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Musse, S.R., Thalmann, D.: Hierarchical model for real time simulation of virtual human crowds. IEEE Trans. Vis. Comput. Graph. 7(2), 152–164 (2001)CrossRef

Shao, W., Terzopoulos, D.: Autonomous pedestrians. Graph. Models 69(5–6), 246–274 (2007)CrossRef

Paris, S., Donikian, S.: Activity-driven populace: a cognitive approach to crowd imulation. IEEE Comput. Graph. Appl. 29(4), 34–43 (2009)CrossRef

Helbing, D., Farkas, I., Vicsek, T.: Simulationg dynamical features of escape panic. Natrue 407, 487–490 (2000)CrossRef

Saboia, P., Goldenstein, S.: Crowd simulation: applying mobile grids to the social force model. Vis. Comput. 28(10), 1039–1048 (2012)CrossRef

Pelechano, N., Badler, N.: Modeling crowd and trained leader behavior during building evacuation. IEEE Comput. Graph. Appl. 26(6), 80–86 (2006)CrossRef

Huang, P., Liu, Z.: Study on improved social force model for crowd simulation. J. Syst. Simul. 24(09), 1916–1919 (2012)

Hu, Q.M., Fang, W.N., Guo, B.Y., Nong, Z.L.: 3-D simulation of crowd evacuation based on a pedestrian movement model. J. Beijing Jiaotong Univ. 33(4), 34–37 (2009)

Treuille, A., Cooper, S., Popovi, Z.: Continuum crowds. ACM Trans. Graph. 25(3), 1160–1168 (2006)CrossRef

10.

Jin, X.G., Xu, J.Y., Wang, C.L., Huang, S.S., Zhang, J.: Interactive control of large-crowd navigation in virtual environments using vector fields. IEEE Comput. Graph. Appl. 28(6), 37–46 (2008)CrossRef

11.

Durupinar, F., Pelechano, N., Allbeck, J., Gudukbay, U., Badler, N.: The impact of the OCEAN personality model on the perception of crowds. IEEE Comput. Graphics Appl. 31(3), 22–31 (2011)CrossRef

12.

Durupinar, F., Gudukbay, U., Aman, A., Badler, N.: Psychological parameters for crowd simulation: from audiences to mobs. IEEE Trans. Vis. Comput. Graph. 22(9), 2145–2159 (2016)CrossRef

13.

Haciomeroglu, M., Laycock, R.G., Day, A.M.: Distributing pedestrians in a virtual environment. In: International Conference on Cyberworlds, CW 2007, pp. 152–159. IEEE Press, New York (2007)

14.

van den Berg, J., Lin, M., Manocha, D.: Reciprocal velocity obstacles for real-time multi-agent navigation. In: IEEE International Conference on Robotics and Automation, pp. 1928–1935. IEEE Press, New York (2008)

15.

Park, J.H., Rojas, F.A., Yang, H.S.: A collision avoidance behavior model for crowd simulation based on psychological findings. Comput. Animat. Virtual Worlds 24, 173–183 (2013)CrossRef

16.

Hatfield, E., Cacioppo, J.T., Rapson, R.L.: Emotional Contagion. Cambridge University Press, Cambridge (1994)

17.

Altshuler, E., Ramos, O., Nunez, Y., Fernandez, J., Batista-Leyva, A.J., Noda, C.: Symmetry breaking in escaping ants. Am. Nat. 166(6), 643–649 (2005)CrossRef

18.

Barsade, S.G.: The ripple effects: emotional contagion and its influence on group behavior. Adm. Sci. Q. 47(4), 644–675 (2002)CrossRef

19.

Walter, F., Bruch, H.: The positive group affect spiral: a dynamic model of the emergence of positive affective similarity in work groups. J. Organ. Behav. 29(2), 239–261 (2008)CrossRef

20.

Bosse, T., Duell, R., Memon, Z.A., Treur, J., van der Wal, C.N.: A multi-agent model for emotion contagion spirals integrated within a supporting ambient agent model. In: Yang, J.-J., Yokoo, M., Ito, T., Jin, Z., Scerri, P. (eds.) PRIMA 2009. LNCS (LNAI), vol. 5925, pp. 48–67. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-11161-7_4CrossRef

21.

Yin, Y.J., Tang, W.Q., Lin, W.Q.: Emotion model of virtual individual based on emotional contagion. Comput. Simul. 30(8), 216–220 (2013)

22.

Liu, Z., Huang, P.: Study of panic behavior model for crowd on pedestrian bridge in emergent event. J. Syst. Simul. 24(09), 1950–1953 (2012)

23.

Liu, Z., Jin, W., Huang, P., Chai, Y.J.: An emotion contagion simulation model for crowd events. J. Comput. Res. Dev. 50(12), 2578–2589 (2013)

Titel: Modeling Emotional Contagion for Crowd in Emergencies
verfasst von: Tingting Liu
Zhen Liu
Yanjie Chai
Jin Wang
Verlag: Springer International Publishing
Buch: E-Learning and Games
Print ISBN: 978-3-030-23711-0

Electronic ISBN: 978-3-030-23712-7

Copyright-Jahr: 2019
DOI: https://doi.org/10.1007/978-3-030-23712-7_23

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