Using Government Open Government Data Enriched With Provenance To Investigate Urban Mobility
DOI:
https://doi.org/10.5753/isys.2018.365Keywords:
Smart cities, Open Data, Data provenance, ETL Workflows, NoSQL, Semantic WebAbstract
One of the main challenges of smart cities applications in emerging countries is the limited availability of tools that increase the interaction and collaboration between government and civil society. This paper discusses the advantages of enriching open government data about public transport with data provenance. We present a distributed architecture and its prototype named BusInRio. We also, present use cases and experiments based on real users using open data enriched with provenance. Our experiments indicate the degrees of acceptance and correction of the proposal.
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References
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Buneman, P., Khanna, S. e Chiew, W. (2001). “Why and Where: a Characterization of Data Provenance. In: ICDT’01, 8th International Conference on Database Theory, LNCS, v.1973, pp. 316–330. [GS Search]
Caragliu, A; Del Bo, C.; Nijkamp P. (2011). “Smart Cities in Europe”. Journal of Urban Technology. vol 18 (2), pp. 65-82. https://doi.org/10.1080/10630732.2011.601117
Chee, B. J. S; Franklin Jr., C. (2013). “Computação em Nuvem – Tecnologias e estratégias” M Books: Brasil.
Corsar D.; Edwards, P. (2012). “Enhancing Open Data with Provenance”. In: Digital Futures. Aberdeen, UK. 3 pp. [GS Search]
Cruz, S.M.S; Campos, S.M.S., Mattoso, M. (2009). “Towards a Taxonomy of Provenance in Scientific Workflow Management Systems”, In: Congress on Services, IEEE, pp. 259–266. [GS Search]
Cruz, S. M. S.; Andrade L. S.; Oliveira, J. (2016) “Explorando Dados Abertos Governamentais sobre a mobilidade Urbana na Cidade do Rio de Janeiro: In: 43 Seminário Integrado de Software e Hardware, SEMISH 2016. [GS Search]
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Darus, M. Y.; Bakar, K. A. (2013). “Congestion control algorithm in vanets”. World Applied Sciences Journal, 21(7), pp. 1057–1061. doi: 10.5829/idosi.wasj.2013.21.7.242
Davies, T.; Edwards, D. (2012). “Emerging Implications of Open and Linked Data for Knowledge Sharing in Development”. IDS Bulletin, v. 43, pp. 117–127. [GS Search]
Democracia Digital (2015). “Projeto Democracia Digital vol. 3: Dados Abertos nos municípios, estados e governo federal brasileiro”. http://bibliotecadigital.fgv.br/dspace/bitstream/handle/10438/16373/Dados_Abertos_nos_Munic%C3%ADpios_Estados_e_Governo_Federal_Brasileiros_Volume_3.pdf?sequence=1&isAllowed=y.
Dohler, M.; Vilajosana, I.; Vilajosana, X.; Llosa, J. (2011). “Smart Cities: An action plan,” In: Proceedings of Barcelona Smart Cities Congress, Barcelona, Spain, pp. 1–6. http://www.futureenterprise.eu/sites/default/files/SmartCityPaper.pdf
Eaves, D. (2009). “The Three Laws of Open Government Data”. https://eaves.ca/2009/09/30/three-law-of-open-government-data/.
Emaldi M.; Penã, O.; Lázaro J.; López-de-Ipinã, D.; Vanhecke S.; Mannens E. (2013). “To trust, or not to trust: Highlighting the need for data provenance in mobile apps for smart cities”. In: Proceedings of the IMMoA, pp. 68-71. [GS Search]
Ferreira, G. R.; Filipe Jr. C.; Oliveira D (2014). “Uso de SGBDs NoSQL na Gerência da Proveniência Distribuída em Workflows Científicos”. In 29 Simpósio Brasileiro de Banco de Dados, pp. 187-196. [GS Search]
Ferris, B.; Watkins, K.; Borning, A. (2010). “Location-Aware Tools for Improving Public Transit Usability” Pervasive Computing v.9 (1), pp. 13-19. [GS Search]
Freire, J.; Koop, D.; Santos, E.; Silva, C. T. (2008). “Provenance for Computational Tasks: A Survey”. Journal Computing in Science and Engineering. V.10. N. 3, pp. 11-21. doi:10.1109/MCSE.2008.79
Giffinger, R.; Haindlmaier, G. (2010). “Smart Cities Ranking: An Effective Instrument For The Positioning Of Cities?” ACE: Architecture, City and Environment. Ano IV, 12 Febrero, pp. 7-25. [GS Search]
Gil, Y. et al. (2010). "Provenance XG Final Report", W3C, www.w3.org/2005/Incubator/prov/XGR-prov.
Gonçalves, R. R.; Viterbo, J.; Sousa, P. C (2016) “Um estudo preliminar sobre a o uso de dados abertos na implementação de serviços para cidades inteligentes”. In: II Workshop de Pesquisa e Desenvolvimento em Inteligência Artificial, Inteligência Coletiva e Ciência de Dados - 2016 - Niterói, RJ, pp. 122 – 131. [GS Search]
Guimarães V.; Hondo F.; Almeida R.; Vera H.; Holanda, M.; Walter M. E.; Lifschitz S. (2015). “A study of genomic data provenance in NoSQL document-oriented database systems”. In: IEEE International Conference on Bioinformatics and Biomedicine, pp. 1525-1531. [GS Search]
Heiskala, M.; Jokinen J.-P.; Tinnilä, M. (2016) “Crowdsensing-based transportation services—An analysis from business model and sustainability viewpoints”, Research in Transportation Business and Management. V. 18, pp. 38-48. [GS Search]
Hartig, O. (2009). “Provenance Information in the Web of Data”. http://ceur-ws.org/Vol-538/ldow2009_paper18.pdf.
Hernández-Muñoz, J. M.; Vercher, J. B.; Muñoz, L.; Galache, J. A.; Presser, M.; Hernández Gómez, L. A.; Pettersson J. (2011). “Smart Cities at the forefront of the future Internet” The Future Internet, LNCS., v. 6656, pp. 447–462. https://link.springer.com/chapter/10.1007/978-3-642-20898-0_32
Hollands, R.G. (2008). “Will the real smart city please stand up? Intelligent, progressive or entrepreneurial?” City, 12 (3), pp. 303-320. [GS Search]
Imran, M.; Hummel K. A (2008) “On using provenance data to increase the reliability of ubiquitous computing environments” In: Proceedings of the 10th International Conference on Information Integration and Web-based Applications, pp. 547-550. [GS Search]
Kon, F. Santana, E. F. Z. (2016) “Cidades Inteligentes: Conceitos, plataformas e desafios”. In: JAI-CSBC, 2016, Porto Alegre. [GS Search]
Leite, D. F. B; Rocha, J. H.; Baptista, C. S. (2013). “Busão: um Sistema de Informações Móvel para Auxílio à Mobilidade Urbana Através do Uso de Transporte Coletivo”. In: SBSI, 2013, João Pessoa. [GS Search]
McArdle, G.; Kitchin, R. (2015) “Improving the Veracity of Open and Real-Time Urban Data”. The Programmable City Working Paper 13. http://dx.doi.org/10.2139/ssrn.2643430.
Miranda, C. M. C. (2011). “A Disseminação de Dados Governamentais como Serviço Público” – Os Dados Abertos Governamentais e a Experiência Brasileira Dados Abertos para a Democracia na Era Digital. Fundação Alexandre Gusmão, 2011. [GS Search]
Mendonça, R. R.; Cruz, S. M. S, Campos, M. L. M (2014). “Gerência de Proveniência Multigranular em Linked Data com a Abordagem ETL4LinkedProv”. In: SBBD, 2014 Curitiba. [GS Search]
Mendonça, R. R.; Cruz, S. M. S, Campos, M. L. M (2016). ETL4LinkedProv: Managing Multigranular Linked Data Provenance. Journal Of Information and Data Management. vol. 7(2): pp. 70-85. [GS Search]
MongoDB (2017). https://docs.mongodb.com/manual/.
Moreau, L. et al. (2013) “PROV-DM: The PROV Data Model”. W3C Recommendation REC-prov-dm-20130430.
Nam, T.; Pardo, T. (2011). “Conceptualizing Smart City with Dimensions of Technology, People, and Institutions”. In: Proceedings of the 12th Annual International Conference on Digital Government Research, College Park, Maryland, pp. 282 – 291. doi: 10.1145/2037556.2037602
Ojo, A.; Curry, E.; Zeleti, F. (2015). “A Tale of Open Data Innovations in Five Smart Cities”. In: Proceedings of 48th Hawaii International Conference on System Sciences, Kauai, HI, USA: IEEE Computer Society. doi:10.1109/HICSS.2015.280
Oliveira, L.E.R.A.; Lóscio, B. F. (2014). “Uma Abordagem Para Captura De Informações Sobre Aplicações Que Fazem Uso De Dados Abertos” Revista Brasileira de Administração Científica V5 (2), pp. 127-140. doi:10.6008/SPC2179-684X.2014.002.0010
Oliveira, W.; Oliveira D.; Braganholo, V. (2014) “Experiencing PROV-Wf for Provenance Interoperability in SWfMSs” In: Proceedings of the 6th International Provenance and Annotation Workshop on Provenance and Annotation of Data and Processes, pp. 294-296. [GS Search]
ODaF – Open Data Foundation (2016). http://www.opendatafoundation.org/. Acesso em janeiro de 2017.
OKF - Open Knowledge Foundation (2017). https://okfn.org/. Acesso em janeiro de 2017.
Picone, M.; Amoretti, M.; Zanichelli, F. (2012). “Simulating smart cities with DEUS”. In: Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques, pp. 172–177. [GS Search]
Pimentel, J. F.; Freire, J. Braganholo, V.; Murta, L. (2016) “Tracking and Analyzing the Evolution of Provenance from Scripts”. In: Proceedings of the 6th International Provenance and Annotation Workshop on Provenance and Annotation of Data and Processes – v. 9672, pp. 16-28. doi:10.1007/978-3-319-40593-3_2
PBDA - Portal Brasileiro de Dados Abertos. (2017). “O que são dados abertos?", https: http://dados.gov.br/paginas/dados-abertos. Acesso em: janeiro de 2017.
Salfer, M.; Wohgemuth, S.; Schrittwieser S.; Bauer, B. (2011). “Data Provenance with Watermarks for Usage Control Monitors at Disaster Recovery”. In: International Conference on and 4th International Conference on Cyber, Physical and Social Computing. doi:10.1109/iThings/CPSCom.2011.129
Santana, E. F. Z.; Chaves, A. P.; Gerosa, M. A.; Kon, F.; Milojicic D. S. (2016). “Software Platforms for Smart Cities: Concepts, Requirements, Challenges, and a Unified Reference Architecture”. http://arxiv.org/abs/1609.08089.
Schaffers, H. et al. (2011). “Smart cities and the future internet: Towards cooperation frameworks for open innovation”. The Future Internet, LNCS., v. 6656, pp. 431–446. https://link.springer.com/chapter/10.1007/978-3-642-20898-0_31
Simmhan, Y. L., Plale, B., Gannon, D., (2005). “A survey of data provenance in e-science”. SIGMOD Record, v. 34, n. 3, pp. 31-36. doi: 10.1145/1084805.1084812
Spiegel M. R. (2009). “Estatística” - Coleção Schaum, Bookman: Brasil.
Tito, A. O., et al. (2012). “UbiBus: Um Sistema de Informações Inteligentes para Transporte Público”. In: Workshop Tecnologias da Informação e Comunicação nos Grandes Eventos Esportivos (WTICEE), Aracaju-SE.
Thorpea, N.; Namdeob, A. (2016). “Innovations in Technologies for Sustainable Transport”. Research in Transportation Business and Management. V. 18, pp. 1-3. [GS Search]
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Published
2018-06-30
How to Cite
Cruz, S. M. S. da, & Sampaio, J. de O. (2018). Using Government Open Government Data Enriched With Provenance To Investigate Urban Mobility. ISys - Brazilian Journal of Information Systems, 11(2), 91–123. https://doi.org/10.5753/isys.2018.365
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Section
Systems and prototypes, and their application cases
