Title :
View Integration in Data Warehouse Design Using Typed Abstract State Machines and Strong Data Refinement
Author :
Ma, Hui ; Schewe, Klaus-Dieter ; Zhao, Jane
Author_Institution :
Inf. Sci. Res. Centre, Massey Univ., v
Abstract :
View Integration is known to be a decisive part of data warehouse design. It has also been shown that the use of formal methods such as abstract state machines (ASMs) can contribute to high-quality designs, in particular, if standard refinements can be exploited. In this paper we continue a direction of research that exploits a typed version of ASMs for this purpose in order to be able to preserve the advantages that arise from using declarative languages. In order to support schema dominance we also employ a restricted notion of refinement, which we call strong data refinement. In particular, we show how view integration can be supported by standard refinement rules
Keywords :
data warehouses; finite automata; formal specification; data refinement; data warehouse design; formal method; schema dominance; typed abstract state machines; view integration; Cost benefit analysis; Data mining; Data warehouses; Database systems; Design methodology; Information science; Marketing and sales; Standards development; Statistical analysis; Transaction databases; Abstract State Machines; Data Warehouse; Design; Refinement; Types;
Conference_Titel :
Quality Software, 2006. QSIC 2006. Sixth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7695-2718-3
DOI :
10.1109/QSIC.2006.67