Plataforma de Crowdsourcing Internet of Things (Crowd-IoT) para detecção de emergências urbanas
Resumo
Este artigo propõe uma plataforma que integra dados de sensores IoT e contribuições dos usuários por meio de crowdsourcing para realizar detecção rápida e eficiente de emergências urbanas. A plataforma fornecerá informações confiáveis e relevantes, orientando e alertando os envolvidos. O modelo colaborativo utilizará técnicas de computação de borda, inteligência artificial e estratégias de gamificação para motivar colaboradores. A segurança e privacidade dos dados são priorizadas. A avaliação será baseada em cenários reais, explorando métricas como tempo de detecção e satisfação do usuário, visando contribuir para o avanço na detecção de emergências urbanas.
Palavras-chave:
Crowdsourcing, Internet das Coisas, Detecção de emergências, Computação de borda, Inteligência artificial
Referências
Abbasi, S., Vahdat-Nejad, H., and Hajiabadi, H. (2022). Trustable mobile crowd sourcing for acquiring information from a flooded smart area. In 2022 Sixth International Conference on Smart Cities, Internet of Things and Applications (SCIoT), pages 1–3.
Aboualola, M., Abualsaud, K., Khattab, T., Zorba, N., and Hassanein, H. S. (2023). Edge technologies for disaster management: A survey of social media and artificial intelligence integration. IEEE Access, 11:73782–73802.
Ang, K. L. M., Seng, J. K. P., and Ngharamike, E. (2022). Towards crowdsourcing internet of things (crowd-iot): Architectures, security and applications. Future Internet, 14(2).
Coelho, G. A. A., Jesus, T. C., and Costa, D. G. (2023). Urban emergency detection system using hierarchical, collaborative and configurable wireless sensor networks. In XIII Brazilian Symposium on Computing Systems Engineering (SBESC), pages 1–6.
Da Silva, G. F. P., Costa, D. G., and De Jesus, T. C. (2023). A secure ota approach for flexible operation of emergency detection units in smart cities. In IEEE International Smart Cities Conference (ISC2), pages 01–07.
Deshpande, V., Das, T., Badis, H., and George, L. (2019). Sebs: A secure element and blockchain stratagem for securing iot. In 2019 Global Information Infrastructure and Networking Symposium (GIIS), pages 1–7.
Fedele, R. and Merenda, M. (2020). An iot system for social distancing and emergency management in smart cities using multi-sensor data. Algorithms, 13(10).
Hamrouni, A., Alelyani, T., Ghazzai, H., and Massoud, Y. (2021). Toward collaborative mobile crowdsourcing. IEEE Internet of Things Magazine, 4(2):88–94.
Han, S., Huang, H., Luo, Z., and Foropon, C. (2019). Harnessing the power of crowdsourcing and internet of things in disaster response. Annals of Operations Research, 283(1):1175–1190.
Kong, X., Liu, X., Jedari, B., Li, M., Wan, L., and Xia, F. (2019). Mobile crowdsourcing in smart cities: Technologies, applications, and future challenges. IEEE Internet of Things Journal, 6(5):8095–8113.
Nieto, A., Acien, A., and Fernandez, G. (2019). Crowdsourcing analysis in 5g iot: Cybersecurity threats and mitigation. Mobile Networks and Applications, 24(3):881–889.
Rauniyar, A., Engelstad, P., Feng, B., and Thanh, D. V. (2016). Crowdsourcing-based disaster management using fog computing in internet of things paradigm. In 2016 IEEE 2nd International Conference on Collaboration and Internet Computing (CIC), pages 490–494.
S, A., A, S., and Pankaj, D. S. (2023). Crowdsourcing of internet of things: Applications, trends in technology and the future. In 2023 International Conference on Power, Instrumentation, Control and Computing (PICC), pages 1–6.
Shahrour, I. and Xie, X. (2021). Role of internet of things (iot) and crowdsourcing in smart city projects. Smart Cities, 4(4):1276–1292.
Aboualola, M., Abualsaud, K., Khattab, T., Zorba, N., and Hassanein, H. S. (2023). Edge technologies for disaster management: A survey of social media and artificial intelligence integration. IEEE Access, 11:73782–73802.
Ang, K. L. M., Seng, J. K. P., and Ngharamike, E. (2022). Towards crowdsourcing internet of things (crowd-iot): Architectures, security and applications. Future Internet, 14(2).
Coelho, G. A. A., Jesus, T. C., and Costa, D. G. (2023). Urban emergency detection system using hierarchical, collaborative and configurable wireless sensor networks. In XIII Brazilian Symposium on Computing Systems Engineering (SBESC), pages 1–6.
Da Silva, G. F. P., Costa, D. G., and De Jesus, T. C. (2023). A secure ota approach for flexible operation of emergency detection units in smart cities. In IEEE International Smart Cities Conference (ISC2), pages 01–07.
Deshpande, V., Das, T., Badis, H., and George, L. (2019). Sebs: A secure element and blockchain stratagem for securing iot. In 2019 Global Information Infrastructure and Networking Symposium (GIIS), pages 1–7.
Fedele, R. and Merenda, M. (2020). An iot system for social distancing and emergency management in smart cities using multi-sensor data. Algorithms, 13(10).
Hamrouni, A., Alelyani, T., Ghazzai, H., and Massoud, Y. (2021). Toward collaborative mobile crowdsourcing. IEEE Internet of Things Magazine, 4(2):88–94.
Han, S., Huang, H., Luo, Z., and Foropon, C. (2019). Harnessing the power of crowdsourcing and internet of things in disaster response. Annals of Operations Research, 283(1):1175–1190.
Kong, X., Liu, X., Jedari, B., Li, M., Wan, L., and Xia, F. (2019). Mobile crowdsourcing in smart cities: Technologies, applications, and future challenges. IEEE Internet of Things Journal, 6(5):8095–8113.
Nieto, A., Acien, A., and Fernandez, G. (2019). Crowdsourcing analysis in 5g iot: Cybersecurity threats and mitigation. Mobile Networks and Applications, 24(3):881–889.
Rauniyar, A., Engelstad, P., Feng, B., and Thanh, D. V. (2016). Crowdsourcing-based disaster management using fog computing in internet of things paradigm. In 2016 IEEE 2nd International Conference on Collaboration and Internet Computing (CIC), pages 490–494.
S, A., A, S., and Pankaj, D. S. (2023). Crowdsourcing of internet of things: Applications, trends in technology and the future. In 2023 International Conference on Power, Instrumentation, Control and Computing (PICC), pages 1–6.
Shahrour, I. and Xie, X. (2021). Role of internet of things (iot) and crowdsourcing in smart city projects. Smart Cities, 4(4):1276–1292.
Publicado
29/04/2024
Como Citar
BARRETO, Gabriel S.; JESUS, Thiago C.; COELHO, Gustavo A. A.; SILVA, Gustavo F.; COSTA, Daniel G..
Plataforma de Crowdsourcing Internet of Things (Crowd-IoT) para detecção de emergências urbanas. In: DESENHO DE PESQUISA - SIMPÓSIO BRASILEIRO DE SISTEMAS COLABORATIVOS (SBSC), 19. , 2024, Salvador/BA.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2024
.
p. 33-38.
DOI: https://doi.org/10.5753/sbsc_estendido.2024.238538.
