DocumentCode
316949
Title
An object-centered multi-dimensional data model with hierarchically structured dimensions
Author
Hacid, Mohand-Saïd ; Sattler, Ulrike
Author_Institution
Tech. Hochschule Aachen, Germany
fYear
1997
fDate
35738
Firstpage
65
Lastpage
72
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge and Data Engineering Exchange Workshop, 1997. Proceedings
Conference_Location
Newport Beach, CA
Print_ISBN
0-8186-8230-2
Type
conf
DOI
10.1109/KDEX.1997.629835
Filename
629835
Link To Document