Sistemas Multiagente e Jogos de Papéis Aplicados à Gerenciamento de Recursos Naturais
Resumo
Este trabalho apresenta o referencial teórico e a criação de um jogo (jogo de papéis) que será utilizado junto ao Comitê Regional da Lagoa Mirim e do Canal São Gonçalo, onde cada membro jogará no papel dos outros membros para melhor entender suas ações e para a melhor tomada de decisão para os recursos da região. Para isso, foi criado um jogo físico, onde, após cada etapa, as ações são transferidas para serem calculados por um programa em JAVA em um computador, retornando os resultados para os jogadores em papéis impressos. Futuramente, será criada uma interface gráfica no motor de cálculos e a versão computacional deste, além de serem implementados agentes inteligentes para jogar em papéis aleatórios com os membros do comitê.Referências
Adamatti, D. F., Sichman, J. S., and Coelho, H. (2007). Utilização de rpg e mabs no desenvolvimento de sistemas de apoio a decisão em grupos. Anais do IV Simpósio Brasileiro de Sistemas Colaborativos SBSC 2007, page 15.
Adamatti, D. F., Sichman, J. S. a., and Coelho, H. (2009). An analysis of the insertion of virtual players in gmabs methodology using the vip-jogoman prototype. Journal of Artificial Societies and Social Simulation, 12(3):7.
Ahmad, S. and Simonovic, S. P. (2005). An artificial neural network model for generating hydrograph from hydro-meteorological parameters. Journal of Hydrology, 315(1-4):236–251.
Alvares, L. O. and Sichman, J. S. (1997). Introduçao aos sistemas multiagentes. In XVII Congresso da SBC-Anais JAI’97.
Barnaud, C., Promburom, T., Trébuil, G., and Bousquet, F. (2007). An evolving simulation/gaming process to facilitate adaptive watershed management in northern mountainous thailand. Simulation & gaming, 38(3):398–420.
Barreteau, O., Bousquet, F., and Attonaty, J.-M. (2001). Role-playing games for opening the black box of multi-agent systems: Method and lessons of its application to senegal river valley irrigated systems. Journal of Artificial Societies and Social Simulation, 4.
Barreteau, O., Le Page, C., and D’aquino, P. (2003). Role-playing games, models and negotiation processes. Journal of Artificial Societies and Social Simulation, 6(2).
Bordini, R. H., Vieira, R., and Moreira, A. F. (2001). Fundamentos de sistemas multiagentes. In Anais do XXI Congresso da Sociedade Brasileira de Computação (SBC2001), volume 2, pages 3–41.
Bousquet, F., Barreteau, O., Le Page, C., Mullon, C., and Weber, J. (1999). An environmental modelling approach: the use of multi-agent simulations. Advances in environmental and ecological modelling, 113(122).
Bousquet, F. and Le Page, C. (2004). Multi-agent simulations and ecosystem management: a review. Ecological modelling, 176(3-4):313–332.
Campo, P. C., Mendoza, G. A., Guizol, P., Villanueva, T. R., and Bousquet, F. (2009). Exploring management strategies for community-based forests using multi-agent systems: A case study in palawan, philippines. Journal of Environmental Management, 90(11):3607 – 3615.
European Environment Agency (2018). Increasing environmental pollution (gmt 10). Online. Disponible at: [link]. Accessed: november 15, 2019.
Farias, G., Leitzke, B., Born, M., Aguiar, M., and Adamatti, D. (2019). Systematic review of natural resource management using multiagent systems and role-playing games. In 18th Mexican International Conference on Artificial Intelligence - MICAI, Xalapa. Springer.
Franklin, S. and Graesser, A. (1996). Is it an agent, or just a program?: A taxonomy for autonomous agents. In International Workshop on Agent Theories, Architectures, and Languages, pages 21–35. Springer.
Frozza, R. (1997). Simula: Ambiente para desenvolvimento de sistemas multiagentes reativos. Master’s thesis, Universidade Federal do Rio Grande do Sul (UFRGS).
Fuller, M. M., Wang, D., Gross, L. J., and Berry, M. W. (2007). Computational science for natural resource management. Computing in Science & Engineering, 9(4):40.
Gilbert, N. and Troitzsch, K. (2005). Simulation for the social scientist. McGraw-Hill Education (UK).
Holzman, B. (2009). Natural resource management. [Online; accessed 30 out. 2019] [link].
Le Page, C., Bobo Kadiri, S., Towa, K., William, O., Ngahane Bobo, F., and Waltert, M. (2015). Interactive simulations with a stylized scale model to codesign with villagers an agent-based model of bushmeat hunting in the periphery of korup national park (cameroon). Journal of Artificial Societies and Social Simulation, 18(1).
Le Page, C., Dray, A., Perez, P., and Garcia, C. (2016). Exploring how knowledge and communication influence natural resources management with rehab. Simulation & Gaming, 47(2):257–284.
Le Page, C. and Perrotton, A. (2017). Kilt: A modelling approach based on participatory agent-based simulation of stylized socio-ecosystems to stimulate social learning with local stakeholders. In Sukthankar, G. and Rodriguez-Aguilar, J. A., editors, Autonomous Agents and Multiagent Systems, pages 31–44, Cham. Springer International Publishing.
Leitzke, B., Farias, G., Melo, M., Gonçalves, M., Born, M., Rodrigues, P., Martins, V., Barbosa, R., Aguiar, M., and Adamatti, D. (2019). Sistema multiagente para gestão de recursos hídricos: Modelagem da bacia do são gonçalo e da lagoa mirim. In Anais do X Workshop de Computação Aplicada a Gestão do Meio Ambiente e Recursos Naturais, Belém, Pará, Brasil.
Lesser, V. R. (1999). Cooperative multiagent systems: a personal view of the state of the art. IEEE Transactions on Knowledge and Data Engineering, 11(1):133–142.
Mariano, D. C. B., Leite, C., Santos, L. H. S., Rocha, R. E. O., and de Melo-Minardi, R. C. (2017). A guide to performing systematic literature reviews in bioinformatics. arXiv preprint arXiv:1707.05813.
Moreno, A. (2003). Medical applications of multi-agent systems. Computer Science and Mathematics Department, University of Rovira, Spain.
Pereira, C. E. K. (2003). Construção de personagem & aquisição de linguagem: O desafio do rpg no ines. In vol. 10,(jul/dez) Rio de Janeiro INES, 2004 Semestral ISSN 1518-2509 1–Forum–Instituto Nacional de Educação de Surdos, page 7.
Perrotton, A., Garine-Wichatitsky, D., Fox, H. V., and Le Page, C. (2017). My cattle and your park: codesigning a role-playing game with rural communities to promote multistakeholder dialogue at the edge of protected areas. Ecology and Society, 22(1).
Ponte, B., De la Fuente, D., Parreño, J., and Pino, R. (2016). Intelligent decision support system for real-time water demand management. International Journal of Computational Intelligence Systems, 9(1):168–183.
Tundisi, J. G. (2006). Novas perspectivas para a gestão de recursos hídricos. Revista USP, 1(70):24–35.
Wooldridge, M. (2002). Introduction to MultiAgent Systems. John Wiley and Sons.
Adamatti, D. F., Sichman, J. S. a., and Coelho, H. (2009). An analysis of the insertion of virtual players in gmabs methodology using the vip-jogoman prototype. Journal of Artificial Societies and Social Simulation, 12(3):7.
Ahmad, S. and Simonovic, S. P. (2005). An artificial neural network model for generating hydrograph from hydro-meteorological parameters. Journal of Hydrology, 315(1-4):236–251.
Alvares, L. O. and Sichman, J. S. (1997). Introduçao aos sistemas multiagentes. In XVII Congresso da SBC-Anais JAI’97.
Barnaud, C., Promburom, T., Trébuil, G., and Bousquet, F. (2007). An evolving simulation/gaming process to facilitate adaptive watershed management in northern mountainous thailand. Simulation & gaming, 38(3):398–420.
Barreteau, O., Bousquet, F., and Attonaty, J.-M. (2001). Role-playing games for opening the black box of multi-agent systems: Method and lessons of its application to senegal river valley irrigated systems. Journal of Artificial Societies and Social Simulation, 4.
Barreteau, O., Le Page, C., and D’aquino, P. (2003). Role-playing games, models and negotiation processes. Journal of Artificial Societies and Social Simulation, 6(2).
Bordini, R. H., Vieira, R., and Moreira, A. F. (2001). Fundamentos de sistemas multiagentes. In Anais do XXI Congresso da Sociedade Brasileira de Computação (SBC2001), volume 2, pages 3–41.
Bousquet, F., Barreteau, O., Le Page, C., Mullon, C., and Weber, J. (1999). An environmental modelling approach: the use of multi-agent simulations. Advances in environmental and ecological modelling, 113(122).
Bousquet, F. and Le Page, C. (2004). Multi-agent simulations and ecosystem management: a review. Ecological modelling, 176(3-4):313–332.
Campo, P. C., Mendoza, G. A., Guizol, P., Villanueva, T. R., and Bousquet, F. (2009). Exploring management strategies for community-based forests using multi-agent systems: A case study in palawan, philippines. Journal of Environmental Management, 90(11):3607 – 3615.
European Environment Agency (2018). Increasing environmental pollution (gmt 10). Online. Disponible at: [link]. Accessed: november 15, 2019.
Farias, G., Leitzke, B., Born, M., Aguiar, M., and Adamatti, D. (2019). Systematic review of natural resource management using multiagent systems and role-playing games. In 18th Mexican International Conference on Artificial Intelligence - MICAI, Xalapa. Springer.
Franklin, S. and Graesser, A. (1996). Is it an agent, or just a program?: A taxonomy for autonomous agents. In International Workshop on Agent Theories, Architectures, and Languages, pages 21–35. Springer.
Frozza, R. (1997). Simula: Ambiente para desenvolvimento de sistemas multiagentes reativos. Master’s thesis, Universidade Federal do Rio Grande do Sul (UFRGS).
Fuller, M. M., Wang, D., Gross, L. J., and Berry, M. W. (2007). Computational science for natural resource management. Computing in Science & Engineering, 9(4):40.
Gilbert, N. and Troitzsch, K. (2005). Simulation for the social scientist. McGraw-Hill Education (UK).
Holzman, B. (2009). Natural resource management. [Online; accessed 30 out. 2019] [link].
Le Page, C., Bobo Kadiri, S., Towa, K., William, O., Ngahane Bobo, F., and Waltert, M. (2015). Interactive simulations with a stylized scale model to codesign with villagers an agent-based model of bushmeat hunting in the periphery of korup national park (cameroon). Journal of Artificial Societies and Social Simulation, 18(1).
Le Page, C., Dray, A., Perez, P., and Garcia, C. (2016). Exploring how knowledge and communication influence natural resources management with rehab. Simulation & Gaming, 47(2):257–284.
Le Page, C. and Perrotton, A. (2017). Kilt: A modelling approach based on participatory agent-based simulation of stylized socio-ecosystems to stimulate social learning with local stakeholders. In Sukthankar, G. and Rodriguez-Aguilar, J. A., editors, Autonomous Agents and Multiagent Systems, pages 31–44, Cham. Springer International Publishing.
Leitzke, B., Farias, G., Melo, M., Gonçalves, M., Born, M., Rodrigues, P., Martins, V., Barbosa, R., Aguiar, M., and Adamatti, D. (2019). Sistema multiagente para gestão de recursos hídricos: Modelagem da bacia do são gonçalo e da lagoa mirim. In Anais do X Workshop de Computação Aplicada a Gestão do Meio Ambiente e Recursos Naturais, Belém, Pará, Brasil.
Lesser, V. R. (1999). Cooperative multiagent systems: a personal view of the state of the art. IEEE Transactions on Knowledge and Data Engineering, 11(1):133–142.
Mariano, D. C. B., Leite, C., Santos, L. H. S., Rocha, R. E. O., and de Melo-Minardi, R. C. (2017). A guide to performing systematic literature reviews in bioinformatics. arXiv preprint arXiv:1707.05813.
Moreno, A. (2003). Medical applications of multi-agent systems. Computer Science and Mathematics Department, University of Rovira, Spain.
Pereira, C. E. K. (2003). Construção de personagem & aquisição de linguagem: O desafio do rpg no ines. In vol. 10,(jul/dez) Rio de Janeiro INES, 2004 Semestral ISSN 1518-2509 1–Forum–Instituto Nacional de Educação de Surdos, page 7.
Perrotton, A., Garine-Wichatitsky, D., Fox, H. V., and Le Page, C. (2017). My cattle and your park: codesigning a role-playing game with rural communities to promote multistakeholder dialogue at the edge of protected areas. Ecology and Society, 22(1).
Ponte, B., De la Fuente, D., Parreño, J., and Pino, R. (2016). Intelligent decision support system for real-time water demand management. International Journal of Computational Intelligence Systems, 9(1):168–183.
Tundisi, J. G. (2006). Novas perspectivas para a gestão de recursos hídricos. Revista USP, 1(70):24–35.
Wooldridge, M. (2002). Introduction to MultiAgent Systems. John Wiley and Sons.
Publicado
07/07/2020
Como Citar
MARTINS, Vinícius Borges; BARBOSA, Raquel de Miranda; ADAMATTI, Diana Francisca.
Sistemas Multiagente e Jogos de Papéis Aplicados à Gerenciamento de Recursos Naturais. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 14. , 2020, Evento Online.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2020
.
p. 74-85.
ISSN 2326-5434.
DOI: https://doi.org/10.5753/wesaac.2020.33381.
