An automatic transition from geographic CIM to Spatial Data Warehouse | IEEE Conference Publication | IEEE Xplore

An automatic transition from geographic CIM to Spatial Data Warehouse


Abstract:

Recent modeling approaches were developed to provide a suitable design for Data Warehouses (DW) and Spatial Data Warehouses (SDW) without taking into account spatial deci...Show More

Abstract:

Recent modeling approaches were developed to provide a suitable design for Data Warehouses (DW) and Spatial Data Warehouses (SDW) without taking into account spatial decision maker (DM) needs. The generated results are generally not appreciated by DMs. We develop in this paper a spatial DM based approach that integrates automatically DM's standpoints while fulfilling numerous requirements. We use the Model Driven Approach (MDA) in order to automatically generate the design of SDW. Our approach is designed in such a way that the first MDA model scans DM's needs. The second MDA model describes the design of SDW. Then, we make a set of automatic transformations between the two models using the standard Query View Transformations (QVT). Finally, we propose an application describing a DM's needs and the generated design of SDW.
Date of Conference: 06-08 May 2013
Date Added to IEEE Xplore: 23 December 2013
ISBN Information:
Conference Location: Hammamet, Tunisia

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