Title :
CALDEA: a data quality model based on maturity levels
Author :
Caballero, Ismael ; Piattini, Mario
Author_Institution :
ALARCOS Res. Group, ESI-Univ. de Castillo, La Mancha, Spain
Abstract :
In these days, most organizations have realised, at last, so important as their software is their data, because it can be considered as an important asset present in all business organizational processes. Our aim is to optimise the data management process (DMP) in order to assure data quality. For this, we have just drawn a framework based on maturity levels - as CMMIs ones -with specific and generic data quality goals, which are achieved by executing the corresponding activities.
Keywords :
Capability Maturity Model; business data processing; organisational aspects; software quality; CALDEA; CMMI; DMP; business organizational process; data management process; data quality model; Data privacy; Data warehouses; Financial management; Law; Legal factors; Management information systems; Quality management; Raw materials; Research and development management; Software quality;
Conference_Titel :
Quality Software, 2003. Proceedings. Third International Conference on
Print_ISBN :
0-7695-2015-4
DOI :
10.1109/QSIC.2003.1319125