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Authors: Concepción M. Gascueña and Rafael Guadalupe

Affiliation: Polytechnic of Madrid University, Spain

ISBN: 978-989-8565-10-5

ISSN: 2184-4992

Keyword(s): Multidimensional Models, Data Processing in Multidimensional Databases, Data Processing in Data Warehouses, Data Processing in Decision Support Systems, Virtual factEntity.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Data Warehouses and OLAP ; Databases and Information Systems Integration ; Enterprise Information Systems ; Group Decision Support Systems ; Information Systems Analysis and Specification ; Software Engineering ; Tools, Techniques and Methodologies for System Development

Abstract: Due to the advancement of both, information technology in general, and databases in particular; data storage devices are becoming cheaper and data processing speed is increasing. As result of this, organizations tend to store large volumes of data holding great potential information. Decision Support Systems, DSS try to use the stored data to obtain valuable information for organizations. In this paper, we use both data models and use cases to represent the functionality of data processing in DSS following Software Engineering processes. We propose a methodology to develop DSS in the Analysis phase, respective of data processing modeling. We have used, as a starting point, a data model adapted to the semantics involved in multidimensional databases or data warehouses, DW. Also, we have taken an algorithm that provides us with all the possible ways to automatically cross check multidimensional model data. Using the aforementioned, we propose diagrams and descriptions of use cases, whic h can be considered as patterns representing the DSS functionality, in regard to DW data processing, DW on which DSS are based. We highlight the reusability and automation benefits that this can be achieved, and we think this study can serve as a guide in the development of DSS. (More)


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Paper citation in several formats:
M. Gascueña, C. and Guadalupe, R. (2012). Data Processing Modeling in Decision Support Systems. In Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8565-10-5; ISSN 2184-4992, pages 133-138. DOI: 10.5220/0003982601330138

author={Concepción {M. Gascueña}. and Rafael Guadalupe.},
title={Data Processing Modeling in Decision Support Systems},
booktitle={Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},


JO - Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Data Processing Modeling in Decision Support Systems
SN - 978-989-8565-10-5
IS - 2184-4992
AU - M. Gascueña, C.
AU - Guadalupe, R.
PY - 2012
SP - 133
EP - 138
DO - 10.5220/0003982601330138

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