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A provenance approach to assess the quality of geospatial data

Published: 26 March 2012 Publication History

Abstract

Geographic information is present in our daily lives. This pervasiveness is also at the origin of several problems, including heterogeneity and trustworthiness - of the data sources, of the data providers, and of the data products derived from the original sources. Most efforts to improve this situation concentrate on establishing data collection and cura-tion standards, and quality metadata. This paper extends these efforts by presenting an approach to assess quality of geospatial data based on provenance.

References

[1]
P. Buneman, A. Chapman, and J. Cheney. Provenance management in curated databases. In Proc. of the 2006 ACM SIGMOD Conf., pages 539--550, 2006.
[2]
FGDC. Content Standard for Digital Geospatial Metadata FGDC-STD-001-1998. Technical report, US Geological Survey, 1998.
[3]
L. Moreau, B. Clifford, J. Freire, J. Futrelle, Y. Gil, P. T. Groth, N. Kwasnikowska, S. Miles, P. Missier, J. Myers, B. Plale, Y. Simmhan, E. G. Stephan, and J. V. den Bussche. The Open Provenance Model core specification (v1.1). Fut. Gen. Comp. Syst., 27(6): 743--756, 2011.
[4]
N. Prat and S. Madnick. Measuring Data Believability: A Provenance Approach. In Proc. 41st Hawaii Int. Conf. on System Sciences, volume 0, page 393. IEEE Computer Society, 2008.
[5]
Y. L. Simmhan, B. Plale, and D. Gannon. A survey of data provenance in e-science. SIGMOD Rec., 34(3): 31--36, 2005.

Cited By

View all
  • (2022)Provenance in Spatial QueriesProceedings of the 26th International Database Engineered Applications Symposium10.1145/3548785.3548802(55-62)Online publication date: 22-Aug-2022
  • (2016)A Model of Provenance Applied to Biodiversity Datasets2016 IEEE 25th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE)10.1109/WETICE.2016.59(235-240)Online publication date: Jun-2016
  • (2016)Service-oriented model-encapsulation strategy for sharing and integrating heterogeneous geo-analysis models in an open web environmentISPRS Journal of Photogrammetry and Remote Sensing10.1016/j.isprsjprs.2015.11.002114(258-273)Online publication date: Apr-2016
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Information & Contributors

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Published In

cover image ACM Conferences
SAC '12: Proceedings of the 27th Annual ACM Symposium on Applied Computing
March 2012
2179 pages
ISBN:9781450308571
DOI:10.1145/2245276
  • Conference Chairs:
  • Sascha Ossowski,
  • Paola Lecca

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 March 2012

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Author Tags

  1. data provenance
  2. quality assessment
  3. trustworthiness of data

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SAC 2012
Sponsor:
SAC 2012: ACM Symposium on Applied Computing
March 26 - 30, 2012
Trento, Italy

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SAC '12 Paper Acceptance Rate 270 of 1,056 submissions, 26%;
Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

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Cited By

View all
  • (2022)Provenance in Spatial QueriesProceedings of the 26th International Database Engineered Applications Symposium10.1145/3548785.3548802(55-62)Online publication date: 22-Aug-2022
  • (2016)A Model of Provenance Applied to Biodiversity Datasets2016 IEEE 25th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE)10.1109/WETICE.2016.59(235-240)Online publication date: Jun-2016
  • (2016)Service-oriented model-encapsulation strategy for sharing and integrating heterogeneous geo-analysis models in an open web environmentISPRS Journal of Photogrammetry and Remote Sensing10.1016/j.isprsjprs.2015.11.002114(258-273)Online publication date: Apr-2016
  • (2013)Provenance Information in Geodata InfrastructuresGeographic Information Science at the Heart of Europe10.1007/978-3-319-00615-4_8(133-151)Online publication date: 12-May-2013

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