Skip to main content

2017 | OriginalPaper | Buchkapitel

Integrating Online Data for Smart City Data Marts

verfasst von : Michael Scriney, Martin F. O’Connor, Mark Roantree

Erschienen in: Data Analytics

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The development of smart city infrastructures is seen as an important strategic component for many countries with applications in the areas of government services, healthcare, transport and traffic management, energy, water, and the management of waste services. In general, each of these infrastructural components generates data as it delivers its service. The usage of this data is often crucial both to the continued development of the service and for forward planning. While the data sources are often not complex in structure, traditional decision support systems are not built to handle continuous data streams, new or disappearing data sources, or the integration of multiple online data sources. In this work, we develop a flexible ETL process to quickly process and integrate online smart city data sources to deliver information that can be used in close to real-time.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Baazizi, M.A., Lahmar, H.B., Colazzo, D., Ghelli, G., Sartiani, C.: Schema inference for massive JSON datasets. In: Extending Database Technology (EDBT) (2017) Baazizi, M.A., Lahmar, H.B., Colazzo, D., Ghelli, G., Sartiani, C.: Schema inference for massive JSON datasets. In: Extending Database Technology (EDBT) (2017)
2.
Zurück zum Zitat Barnaghi, P.M., Bermúdez-Edo, M., Tönjes, R.: Challenges for quality of data in smart cities. J. Data Inform. Qual. 6(2–3), 6:1–6:4 (2015) Barnaghi, P.M., Bermúdez-Edo, M., Tönjes, R.: Challenges for quality of data in smart cities. J. Data Inform. Qual. 6(2–3), 6:1–6:4 (2015)
3.
Zurück zum Zitat Bellini, P., Benigni, M., Billero, R., Nesi, P., Rauch, N.: Km4city ontology building vs data harvesting and cleaning for smart-city services. J. Vis. Lang. Comput. 25(6), 827–839 (2014)CrossRef Bellini, P., Benigni, M., Billero, R., Nesi, P., Rauch, N.: Km4city ontology building vs data harvesting and cleaning for smart-city services. J. Vis. Lang. Comput. 25(6), 827–839 (2014)CrossRef
4.
Zurück zum Zitat Cappellari, P., Virgilio, R., Maccioni, A., Roantree, M.: A path-oriented RDF index for keyword search query processing. In: Hameurlain, A., Liddle, S.W., Schewe, K.-D., Zhou, X. (eds.) DEXA 2011. LNCS, vol. 6861, pp. 366–380. Springer, Heidelberg (2011). doi:10.1007/978-3-642-23091-2_31 CrossRef Cappellari, P., Virgilio, R., Maccioni, A., Roantree, M.: A path-oriented RDF index for keyword search query processing. In: Hameurlain, A., Liddle, S.W., Schewe, K.-D., Zhou, X. (eds.) DEXA 2011. LNCS, vol. 6861, pp. 366–380. Springer, Heidelberg (2011). doi:10.​1007/​978-3-642-23091-2_​31 CrossRef
8.
Zurück zum Zitat Gea, T., Paradells, J., Lamarca, M., Roldan, D.: Smart cities as an application of internet of things: experiences and lessons learnt in Barcelona. In: Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2013, pp. 552–557. IEEE (2013) Gea, T., Paradells, J., Lamarca, M., Roldan, D.: Smart cities as an application of internet of things: experiences and lessons learnt in Barcelona. In: Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2013, pp. 552–557. IEEE (2013)
9.
Zurück zum Zitat Hernández-Muñoz, J.M., Vercher, J.B., Muñoz, L., Galache, J.A., Presser, M., Hernández Gómez, L.A., Pettersson, J.: Smart cities at the forefront of the future internet. In: Domingue, J., et al. (eds.) FIA 2011. LNCS, vol. 6656, pp. 447–462. Springer, Heidelberg (2011). doi:10.1007/978-3-642-20898-0_32 CrossRef Hernández-Muñoz, J.M., Vercher, J.B., Muñoz, L., Galache, J.A., Presser, M., Hernández Gómez, L.A., Pettersson, J.: Smart cities at the forefront of the future internet. In: Domingue, J., et al. (eds.) FIA 2011. LNCS, vol. 6656, pp. 447–462. Springer, Heidelberg (2011). doi:10.​1007/​978-3-642-20898-0_​32 CrossRef
11.
Zurück zum Zitat Komamizu, T., Amagasa, T., Shaikh, S.A., Shiokawa, H., Kitagawa, H.: Towards real-time analysis of smart city data: a case study on city facility utilizations. In: IEEE 18th International Conference HPCC/SmartCity/DSS, pp. 1357–1364. IEEE (2016) Komamizu, T., Amagasa, T., Shaikh, S.A., Shiokawa, H., Kitagawa, H.: Towards real-time analysis of smart city data: a case study on city facility utilizations. In: IEEE 18th International Conference HPCC/SmartCity/DSS, pp. 1357–1364. IEEE (2016)
12.
Zurück zum Zitat Nebot, V., Berlanga, R., Pérez, J.M., Aramburu, M.J., Pedersen, T.B.: Multidimensional integrated ontologies: a framework for designing semantic data warehouses. In: Spaccapietra, S., Zimányi, E., Song, I.-Y. (eds.) Journal on Data Semantics XIII. LNCS, vol. 5530, pp. 1–36. Springer, Heidelberg (2009). doi:10.1007/978-3-642-03098-7_1 CrossRef Nebot, V., Berlanga, R., Pérez, J.M., Aramburu, M.J., Pedersen, T.B.: Multidimensional integrated ontologies: a framework for designing semantic data warehouses. In: Spaccapietra, S., Zimányi, E., Song, I.-Y. (eds.) Journal on Data Semantics XIII. LNCS, vol. 5530, pp. 1–36. Springer, Heidelberg (2009). doi:10.​1007/​978-3-642-03098-7_​1 CrossRef
13.
Zurück zum Zitat Roantree, M., Liu, J.: A heuristic approach to selecting views for materialization. Softw. Pract. Exp. 44(10), 1157–1179 (2014)CrossRef Roantree, M., Liu, J.: A heuristic approach to selecting views for materialization. Softw. Pract. Exp. 44(10), 1157–1179 (2014)CrossRef
14.
Zurück zum Zitat Roantree, M., McCann, D., Moyna, N.: Integrating sensor streams in phealth networks. In: 14th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2008, pp. 320–327. IEEE (2008) Roantree, M., McCann, D., Moyna, N.: Integrating sensor streams in phealth networks. In: 14th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2008, pp. 320–327. IEEE (2008)
15.
Zurück zum Zitat Scriney, M., O’Connor, M.F., Roantree, M.: Generating cubes from smart city web data. In: Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2017, Australia, pp. 49:1–49:8 (2017) Scriney, M., O’Connor, M.F., Roantree, M.: Generating cubes from smart city web data. In: Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2017, Australia, pp. 49:1–49:8 (2017)
16.
Zurück zum Zitat Skoutas, D., Simitsis, A.: Ontology-based conceptual design of etl processes for both structured and semi-structured data. Int. J. Semant. Web Inform. Syst. (IJSWIS) 3(4), 1–24 (2007)CrossRef Skoutas, D., Simitsis, A.: Ontology-based conceptual design of etl processes for both structured and semi-structured data. Int. J. Semant. Web Inform. Syst. (IJSWIS) 3(4), 1–24 (2007)CrossRef
Metadaten
Titel
Integrating Online Data for Smart City Data Marts
verfasst von
Michael Scriney
Martin F. O’Connor
Mark Roantree
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-60795-5_3

Premium Partner