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Communication Dans Un Congrès Année : 2005

Towards a Spatial Multidimensional Model

Résumé

Data warehouses and OLAP systems help to interactively analyze huge volume of data. This data, extracted from transactional databases, frequently contains spatial information which is useful for decision-making process. Integration of spatial data in multidimensional models leads to the concept of SOLAP (Spatial OLAP). Using a spatial measure as a geographical object, i.e. with geometric and descriptive attributes, raises problems regarding the aggregation operation in its semantic and implementation aspects. This paper shows the requirements for a multidimensional spatial data model and presents a multidimensional data model which is able to support complex objects as measures, inter-dependent attributes for measures and aggregation functions, use of ad-hoc aggregation functions and n to n relations between fact and dimension, in order to handle geographical data, according to its particular nature in an OLAP context.
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Dates et versions

hal-01502276 , version 1 (05-04-2017)

Identifiants

  • HAL Id : hal-01502276 , version 1

Citer

Sandro Bimonte, Anne Tchounikine, Maryvonne Miquel. Towards a Spatial Multidimensional Model. DOLAP05, ACM Eighth International Workshop on Data Warehousing and OLAP, Oct 2005, Bremen,, Germany. pp.39-46. ⟨hal-01502276⟩
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