DocumentCode :
2666870
Title :
A New Data Warehouse Approach Using Graph
Author :
Zekri, Manel ; Marsit, Imen ; Adellatif, Abdelaziz
Author_Institution :
Dept. of Comput. Sci., Univ. of Tunis El Manar, Tunis, Tunisia
fYear :
2011
fDate :
19-21 Oct. 2011
Firstpage :
65
Lastpage :
70
Abstract :
The standard source data-based approach for data warehouse design, has always been criticized since it ignores the user´s needs. However, this inefficiency is due to the fact that works adopting this trend, consider that the conceptual model or a physical data source is the own and best representative of data sources. All requests subject to operational production bases, which represent punctual needs, were hence always ignored. In this article we consider the history of these requests, in addition to the conceptual data model (CDM), in order to introduce a new approach for an automatic design of a multi-dimensional diagram. The CDM is first translated into a multivariate pattern. Then, it is refined by using the history of requests. Both design steps use graphs as a formalism to represent the data model decision-making.
Keywords :
data models; data warehouses; conceptual data model; data model decision-making; data warehouse; graph; multidimensional diagram; multivariate pattern; physical data source; Companies; Data models; Data warehouses; Databases; History; Production; Weight measurement; Data warehouse; conceptual data model; data sources; graph; history of queries; multidimensional schema; production data base;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
e-Business Engineering (ICEBE), 2011 IEEE 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1404-7
Type :
conf
DOI :
10.1109/ICEBE.2011.22
Filename :
6104598
Link To Document :
بازگشت