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Towards spatial data quality information analysis tools for experts assessing the fitness for use of spatial data

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Abstract:

Geospatial data users increasingly face the need to assess how datasets fit an intended use. However, information describing data quality is typically difficult to access and understand. Therefore, data quality is often neglected by users, leading to risks of misuse. Understanding data quality is a complex task that may involve thousands of partially related metadata. For complex cases where heterogeneous datasets have to be integrated, there is a need for tools supporting data quality analysis. This paper presents the design of such a tool that can manage heterogeneous data quality information and provide functions to support expert users in the assessment of the fitness for use of a given dataset. Combining concepts from GIS and Business Intelligence, this approach provides interactive, multi-granularity and context-sensitive spatial data quality indicators that help experts to build and justify their opinions. A prototype called the Multidimensional User Manual is presented to illustrate this approach.

Keywords: Dashboard; Fitness for use; Indicators; Metadata; Spatial OLAP; Spatial data quality; Visualization

Document Type: Research Article

DOI: http://dx.doi.org/10.1080/13658810600911879

Affiliations: 1: Department of Geography, Memorial University of Newfoundland, St. John's (NL) A1B 3X9, Canada,Centre de Recherche en Géomatique (CRG), Pavillon Casault, Université Laval, Québec (QC), Canada 2: Centre de Recherche en Géomatique (CRG), Pavillon Casault, Université Laval, Québec (QC), Canada

Publication date: January 1, 2007

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