Estudo das emoções em multidões
Resumo
Neste trabalho é explorado o problema da modelagem matemática das emoções em uma multidão usando a definição de emoções como infecções. Para fazer isso, é usada uma implementação no Netlogo que mostra a propagação de uma infecção em uma população. Assim, a implementação é modificada para ser usada no estudo das emoções em uma multidão e final mente é realizada uma modelagem matemática deste caso particular.Referências
Adamatzky, A. (2005). Dynamics of crowd-minds: Patterns of irrationality in emotions, beliefs and actions, volume 54. World Scientific.
Baht, S. A. (2017). Social networking sites and mental health: A review. International Journal of Advanced Educational Research, 2:357–360.
Banarjee, S., Grosan, C., and Abraham, A. (2005). Emotional ant based modeling of crowd dynamics. In Symbolic and Numeric Algorithms for Scientific Computing, 2005.
SYNASC 2005. Seventh International Symposium on, pages 8–pp. IEEE.
Bispo, J. and Paiva, A. (2009). A model for emotional contagion based on the emotional contagion scale. In 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, pages 1–6. IEEE.
Coviello, L., Sohn, Y., Kramer, A., and Baht, S. A. (2014). Detecting emotional contagion in massive social networks. Plos One.
Fu, L., Song, W., Lv, W., and Lo, S. (2014). Simulation of emotional contagion using modified sir model: a cellular automaton approach. Physica A: Statistical Mechanics and its Applications, 405:380–391.
Hatfield, E., Cacioppo, J. T., and Rapson, R. L. (1994). Emotional Contagion. Cambridge University Press.
Hill, A. L., Rand, D. G., Nowak, M. A., and Christakis, N. A. (2010). Emotions as infectious diseases in a large social network: the sisa model. Proceedings of the Royal Society B: Biological Sciences, 277(1701):3827–3835.
Keeling, M. J. and Rohani, P. (2011). Modeling infectious diseases in humans and animals. Princeton University Press.
Marsella, S., Gratch, J., Petta, P., et al. (2010). Computational models of emotion. A Blueprint for Affective Computing-A sourcebook and manual, 11(1):21–46.
Ortony, A., Clore, G. L., and Collins, A. (1990). The cognitive structure of emotions. Cambridge university press.
Scherer, K. R., Schorr, A., and Johnstone, T. (2001). Appraisal processes in emotion: Theory, methods, research. Oxford University Press.
Tisue, S. and Wilensky, U. (2004). Netlogo: A simple environment for modeling complexity. In International conference on complex systems, volume 21, pages 16–21. Boston, MA.
Tsai, J., Bowring, E., Marsella, S., and Tambe, M. (2011). Empirical evaluation of computational emotional contagion models. In International Workshop on Intelligent Virtual Agents, pages 384–397. Springer.
Wilensky, U. (1998). Netlogo virus - alternative visualization model. [link]. Center for Connected Learning and Computer-Based Modeling.
Wilensky, U. et al. (1999). Center for connected learning and computer-based modeling. In Netlogo. Northwestern University.
Baht, S. A. (2017). Social networking sites and mental health: A review. International Journal of Advanced Educational Research, 2:357–360.
Banarjee, S., Grosan, C., and Abraham, A. (2005). Emotional ant based modeling of crowd dynamics. In Symbolic and Numeric Algorithms for Scientific Computing, 2005.
SYNASC 2005. Seventh International Symposium on, pages 8–pp. IEEE.
Bispo, J. and Paiva, A. (2009). A model for emotional contagion based on the emotional contagion scale. In 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, pages 1–6. IEEE.
Coviello, L., Sohn, Y., Kramer, A., and Baht, S. A. (2014). Detecting emotional contagion in massive social networks. Plos One.
Fu, L., Song, W., Lv, W., and Lo, S. (2014). Simulation of emotional contagion using modified sir model: a cellular automaton approach. Physica A: Statistical Mechanics and its Applications, 405:380–391.
Hatfield, E., Cacioppo, J. T., and Rapson, R. L. (1994). Emotional Contagion. Cambridge University Press.
Hill, A. L., Rand, D. G., Nowak, M. A., and Christakis, N. A. (2010). Emotions as infectious diseases in a large social network: the sisa model. Proceedings of the Royal Society B: Biological Sciences, 277(1701):3827–3835.
Keeling, M. J. and Rohani, P. (2011). Modeling infectious diseases in humans and animals. Princeton University Press.
Marsella, S., Gratch, J., Petta, P., et al. (2010). Computational models of emotion. A Blueprint for Affective Computing-A sourcebook and manual, 11(1):21–46.
Ortony, A., Clore, G. L., and Collins, A. (1990). The cognitive structure of emotions. Cambridge university press.
Scherer, K. R., Schorr, A., and Johnstone, T. (2001). Appraisal processes in emotion: Theory, methods, research. Oxford University Press.
Tisue, S. and Wilensky, U. (2004). Netlogo: A simple environment for modeling complexity. In International conference on complex systems, volume 21, pages 16–21. Boston, MA.
Tsai, J., Bowring, E., Marsella, S., and Tambe, M. (2011). Empirical evaluation of computational emotional contagion models. In International Workshop on Intelligent Virtual Agents, pages 384–397. Springer.
Wilensky, U. (1998). Netlogo virus - alternative visualization model. [link]. Center for Connected Learning and Computer-Based Modeling.
Wilensky, U. et al. (1999). Center for connected learning and computer-based modeling. In Netlogo. Northwestern University.
Publicado
02/05/2019
Como Citar
TRUJILLO, Michael O.; MELO, Marla; ADAMATTI, Diana; EMMENDORFER, Leonardo.
Estudo das emoções em multidões. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 13. , 2019, Florianópolis/SC.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2019
.
p. 224-229.
ISSN 2326-5434.
