Title :
An object-centered multi-dimensional data model with hierarchically structured dimensions
Author :
Hacid, Mohand-Saïd ; Sattler, Ulrike
Author_Institution :
Tech. Hochschule Aachen, Germany
Abstract :
We propose a formal framework based on description logics as a basis for both modeling multidimensional databases and understanding related reasoning problems and services. We extend a description logic with new constructors for defining operators on cubes together with a representational framework for hierarchically structured dimensions. The constructors we propose correspond in part to the operators on data cubes given by R. Agrawal et al. (1997). Finally, our representation of cubes naturally allows a symmetric treatment of dimensions and measures
Keywords :
data structures; distributed databases; formal logic; knowledge representation; object-oriented databases; cubes; data cubes; description logics; formal framework; hierarchically structured dimensions; multidimensional database modeling; object centered multidimensional data model; reasoning problems; representational framework; symmetric treatment; Computer science; Data models; Data warehouses; Databases; Decision support systems; Information retrieval; Logic; Multidimensional systems; Shape; Warehousing;
Conference_Titel :
Knowledge and Data Engineering Exchange Workshop, 1997. Proceedings
Conference_Location :
Newport Beach, CA
Print_ISBN :
0-8186-8230-2
DOI :
10.1109/KDEX.1997.629835