Using trust degree for agents in order to assign spots in a Smart Parking
Abstract The process of searching for a parking spot could be a problem. There are computing solutions being developed to optimize this problem. One of these solutions is using multiagent systems (MAS). In this paper a MAS is developed in order to allocate spots in a smart parking using the framework JaCaMo. This MAS comprises of two types of agents: manager and drivers. The manager is responsible to administrate the parking spots which will be assigned for drivers according to a corresponding degree of trust. The trust degree is a value which shows the commitment of the driver before the manager. In order to verify the effectiveness of the MAS, several simulations were conducted in empirical scenarios. Experiments shows that the trust degree impacts in the parking spot allocation process.
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Wooldridge, M., 2009. An Introduction to MultiAgent Systems. Wiley Publishing, 2nd edition. ISBN 0470519460, 9780470519462.
Caragliu, A., Bo, C. D., and Nijkamp, P., 2011. Smart Cities in Europe. Journal of Urban Technology, 18(2): 65-82. doi:10.1080/10630732.2011.601117.
de Castro, L. F. S., Alves, G. V., and Borges, A. P., 2016. A proposal of an architecture for a Smart Parking based on intelligent agents and embedded systems. In Anais do I Workshop de Pesquisas em Computação dos Campos Gerais - WPCCG. ISSN 2526-1371.
Di Napoli, C., Di Nocera, D., and Rossi, S., 2014. Using Negotiation for Parking Selection in Smart Cities. In Demazeau, Y., Zambonelli, F., Corchado, J., and Bajo, J., editors, Advances in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection, volume 8473 of Lecture Notes in Computer Science, pages 331-334. Springer International Publishing. ISBN 978-3-319-07550-1. doi:10.1007/978-3-319-07551-8_31.
Di Nocera, D., Di Napoli, C., and Rossi, S., 2014. A Social-Aware Smart Parking Application. In Proceedings of the 15th Workshop «From Objects to Agents», volume 1269.
Gonçalves, W. R. C. and Alves, G. V., 2015. Smart Parking: mecanismo de leilão de vagas de estacionamento usando reputação entre agentes. In Anais do IX Workshop-Escola de Sistemas de Agentes, seus Ambientes e Aplicações - IX WESAAC.
Parkingedge, 2013. Best Parking. Disponível em <http://www.bestparking.com>. Prometheus, 2015. The Prometheus Methodoloy.
Revathi, G. and Dhulipala, V., 2012. Smart parking systems and sensors: A survey. In Computing, Communication and Applications (ICCCA), 2012 International Conference on, pages 1-5. doi:10.1109/ICCCA.2012.6179195. SFPark, 2015. SFPark. Disponível em <http://www.sfpark.org>.
Wooldridge, M., 2009. An Introduction to MultiAgent Systems. Wiley Publishing, 2nd edition. ISBN 0470519460, 9780470519462.
Souza De Castro, L. F., Vaz Alves, G., & Pinz Borges, A. (2017). Using trust degree for agents in order to assign spots in a Smart Parking. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, 6(4), 5–14. https://doi.org/10.14201/ADCAIJ201764514
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