Governança Inteligente com Análise e Integração de Dados: Uma Revisão Sistemática de Literatura
Resumo
Este artigo apresenta uma revisão de literatura com o objetivo de identificar como a integração e análise de dados ajudam a melhorar a governança em ambientes urbanos. O estudo selecionou e analisou de forma sistemática quinze artigos publicados entre os anos de 2017 e 2019. Os resultados obtidos evidenciam lacunas relacionadas a dados abertos, como a inexistência de um vocabulário comum para os dados e a falta de qualidade dos dados disponibilizados, dificultando a integração de dados para dar suporte a tomada de decisão.
Palavras-chave:
Governança Inteligente, Integração de dados, Revisão Sistemática da Literatura
Referências
Al-Jaroodi, J. and Mohamed, N. (2018) “Service-oriented architecture for big data analytics in smart cities”. In Proceedings of the 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid '18). IEEE Press,Piscataway, NJ, USA, pp. 633-640. D3
Arslan, M., Roxin, A., Cruz, C., Ginhac, D. (2017) “A Review on Applications of Big Data for Disaster Management”, 2017 13th International Conference on SignalImage Technology & Internet-Based Systems (SITIS), Jaipur, pp. 370-375. D3
Bernardo, M. D. R. M. (2017) “Smart Governance in european smart cities”.14th Iberian Conference on Information Systems and Technologies (CISTI), Coimbra, Portugal, 2019, pp. 1-6. D3
Dybå T. and Dingsøyr T. (2008) “Empirical studies of agile software development: A systematic review,” Inf. Softw. Technol., vol. 50, no.9–10, Aug. 2008, pp. 833–859. D3
Juniawan, M. A., Sandhyaduhita, P., Purwandari, B., Yudhoatmojo, S. B., Dewi, M. A. A. (2017) “Smart government assessment using Scottish Smart City Maturity Model:A case study of Depok city”. 2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Bali, pp. 99-104. D3
Kitchenham, B. and Charters, S. (2007) “Guidelines for performing systematic literature reviews in software engineering”. D3
Kumar V. and Jenamani M. (2018) “Identification and Prioritization of urban issues from Smart City data”. 2018 International Conference on Smart City and Emerging Technology (ICSCET), Mumbai, pp. 1-7. D3
Lopes, N. V. (2017) “Smart governance: A key factor for smart cities implementation”. 2017 IEEE International Conference on Smart Grid and Smart Cities (ICSGSC), Singapore, 2017, pp. 277-282. D3
Meijer, A. and Bolívar, M. P. R. (2015). “Governing the smart city: a review of the literature on smart urban governance”. International Review of Administrative Sciences. doi: 10.1177/0020852314564308. D3
Menezes, A. and Figueiredo, C. (2019) “Um Middleware para Sensores Virtuais Baseados em Localização no Contexto de Cidades Inteligentes”. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO UBÍQUA E PERVASIVA (SBCUP), 11., Belém. Anais do XI Simpósio Brasileiro de Computação Ubíqua e Pervasiva. Porto Alegre: Sociedade Brasileira de Computação, july 2019 . ISSN 2595-6183. D3
Mouchili, M. N., Aljawarneh, S., Tchouati, W. (2018). “Smart city data analysis”. In Proceedings of the First International Conference on Data Science, E-learning and Information Systems (DATA '18). ACM, New York, NY, USA, Article 33, 6 pages. D3
Pereira, G. V., Eibl, G., Parycek, P. (2018) “The Role of Digital Technologies in Promoting Smart City Governance”. In Companion Proceedings of the The Web Conference 2018 (WWW '18). International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, Switzerland, pp. 911-914. D3
Pinto, H.D.S., Bernardini, F., Viterbo, J. (2018) “How cities categorize datasets in their open data portals: an exploratory analysis”. In Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age (dg.o '18), Anneke Zuiderwijk and Charles C. Hinnant (Eds.). ACM, New York, NY, USA, Article 25, 9 pages. D3
Puri, M., Varde, A., Du, X., Melo, de G. (2018) “Smart Governance Through Opinion Mining of Public Reactions on Ordinances”. IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI), Volos, 2018, pp. 838-845. D3
Santos, L. G. de M. (2018). “Towards the open government ecosystem: open government based on artificial intelligence for the development of public policies”. In Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age (dg.o '18), Anneke Zuiderwijk and Charles C. Hinnant (Eds.). ACM, New York, NY, USA, Article 97, 3 pages. D3
Shivaprabhu, V. R., Balasubramani, B. S., Cruz, I. F. (2017). “Ontology-based Instance Matching for Geospatial Urban Data Integration”. In Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics (UrbanGIS'17). ACM, New York, NY, USA, Article 8, 8 pages. D3
Yang, C., Su, G., Chen, J. (2017) “Using big data to enhance crisis response and disaster resilience for a smart city”. 2017 IEEE 2nd International Conference on Big Data Analysis (ICBDA), Beijing, pp. 504-507. D3
Yenkar, P. and Sawarkar, S. D. (2018) “A Survey on Social Media Analytics for Smart City”. 2018 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2018 2nd International Conference on, Palladam, India, pp. 87-93. D3
Zheng, L., Kwok, W., Aquaro, V., Qi, X. (2019) “Digital Government, Smart Cities and Sustainable Development”. In Proceedings of the 12th International Conference on Theory and Practice of Electronic Governance (ICEGOV2019), Soumaya Ben Dhaou, Lemuria Carter, and Mark Gregory (Eds.). ACM, New York, NY, USA, pp. 291-301. D3
Arslan, M., Roxin, A., Cruz, C., Ginhac, D. (2017) “A Review on Applications of Big Data for Disaster Management”, 2017 13th International Conference on SignalImage Technology & Internet-Based Systems (SITIS), Jaipur, pp. 370-375. D3
Bernardo, M. D. R. M. (2017) “Smart Governance in european smart cities”.14th Iberian Conference on Information Systems and Technologies (CISTI), Coimbra, Portugal, 2019, pp. 1-6. D3
Dybå T. and Dingsøyr T. (2008) “Empirical studies of agile software development: A systematic review,” Inf. Softw. Technol., vol. 50, no.9–10, Aug. 2008, pp. 833–859. D3
Juniawan, M. A., Sandhyaduhita, P., Purwandari, B., Yudhoatmojo, S. B., Dewi, M. A. A. (2017) “Smart government assessment using Scottish Smart City Maturity Model:A case study of Depok city”. 2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Bali, pp. 99-104. D3
Kitchenham, B. and Charters, S. (2007) “Guidelines for performing systematic literature reviews in software engineering”. D3
Kumar V. and Jenamani M. (2018) “Identification and Prioritization of urban issues from Smart City data”. 2018 International Conference on Smart City and Emerging Technology (ICSCET), Mumbai, pp. 1-7. D3
Lopes, N. V. (2017) “Smart governance: A key factor for smart cities implementation”. 2017 IEEE International Conference on Smart Grid and Smart Cities (ICSGSC), Singapore, 2017, pp. 277-282. D3
Meijer, A. and Bolívar, M. P. R. (2015). “Governing the smart city: a review of the literature on smart urban governance”. International Review of Administrative Sciences. doi: 10.1177/0020852314564308. D3
Menezes, A. and Figueiredo, C. (2019) “Um Middleware para Sensores Virtuais Baseados em Localização no Contexto de Cidades Inteligentes”. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO UBÍQUA E PERVASIVA (SBCUP), 11., Belém. Anais do XI Simpósio Brasileiro de Computação Ubíqua e Pervasiva. Porto Alegre: Sociedade Brasileira de Computação, july 2019 . ISSN 2595-6183. D3
Mouchili, M. N., Aljawarneh, S., Tchouati, W. (2018). “Smart city data analysis”. In Proceedings of the First International Conference on Data Science, E-learning and Information Systems (DATA '18). ACM, New York, NY, USA, Article 33, 6 pages. D3
Pereira, G. V., Eibl, G., Parycek, P. (2018) “The Role of Digital Technologies in Promoting Smart City Governance”. In Companion Proceedings of the The Web Conference 2018 (WWW '18). International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, Switzerland, pp. 911-914. D3
Pinto, H.D.S., Bernardini, F., Viterbo, J. (2018) “How cities categorize datasets in their open data portals: an exploratory analysis”. In Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age (dg.o '18), Anneke Zuiderwijk and Charles C. Hinnant (Eds.). ACM, New York, NY, USA, Article 25, 9 pages. D3
Puri, M., Varde, A., Du, X., Melo, de G. (2018) “Smart Governance Through Opinion Mining of Public Reactions on Ordinances”. IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI), Volos, 2018, pp. 838-845. D3
Santos, L. G. de M. (2018). “Towards the open government ecosystem: open government based on artificial intelligence for the development of public policies”. In Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age (dg.o '18), Anneke Zuiderwijk and Charles C. Hinnant (Eds.). ACM, New York, NY, USA, Article 97, 3 pages. D3
Shivaprabhu, V. R., Balasubramani, B. S., Cruz, I. F. (2017). “Ontology-based Instance Matching for Geospatial Urban Data Integration”. In Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics (UrbanGIS'17). ACM, New York, NY, USA, Article 8, 8 pages. D3
Yang, C., Su, G., Chen, J. (2017) “Using big data to enhance crisis response and disaster resilience for a smart city”. 2017 IEEE 2nd International Conference on Big Data Analysis (ICBDA), Beijing, pp. 504-507. D3
Yenkar, P. and Sawarkar, S. D. (2018) “A Survey on Social Media Analytics for Smart City”. 2018 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2018 2nd International Conference on, Palladam, India, pp. 87-93. D3
Zheng, L., Kwok, W., Aquaro, V., Qi, X. (2019) “Digital Government, Smart Cities and Sustainable Development”. In Proceedings of the 12th International Conference on Theory and Practice of Electronic Governance (ICEGOV2019), Soumaya Ben Dhaou, Lemuria Carter, and Mark Gregory (Eds.). ACM, New York, NY, USA, pp. 291-301. D3
Publicado
30/06/2020
Como Citar
SOARES, Glauco de Vasconcelos; DE MEDEIROS FILHO, Fernando Erico .
Governança Inteligente com Análise e Integração de Dados: Uma Revisão Sistemática de Literatura. In: WORKSHOP DE COMPUTAÇÃO APLICADA EM GOVERNO ELETRÔNICO (WCGE), 8. , 2020, Cuiabá.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2020
.
p. 132-139.
ISSN 2763-8723.
DOI: https://doi.org/10.5753/wcge.2020.11264.
