loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Jérôme Darmont ; Omar Boussaïd ; Jean-Christian Ralaivao and Kamel Aouiche

Affiliation: ERIC, University of Lyon 2, France

Keyword(s): Data warehousing, Complex data, XML warehousing, Metadata, Domain-specific knowledge.

Related Ontology Subjects/Areas/Topics: Data Warehouses and OLAP ; Databases and Information Systems Integration ; Enterprise Information Systems

Abstract: Nowadays, many decision support applications need to exploit data that are not only numerical or symbolic, but also multimedia, multistructure, multisource, multimodal, and/or multiversion. We term such data complex data. Managing and analyzing complex data involves a lot of different issues regarding their structure, storage and processing, and metadata are a key element in all these processes. Such problems have been addressed by classical data warehousing (i.e., applied to “simple” data). However, data warehousing approaches need to be adapted for complex data. In this paper, we first propose a precise, though open, definition of complex data. Then we present a general architecture framework for warehousing complex data. This architecture heavily relies on metadata and domain-related knowledge, and rests on the XML language, which helps storing data, metadata and domain-specific knowledge altogether, and facilitates communication between the various warehousing processes.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 34.230.35.103

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Darmont, J.; Boussaïd, O.; Ralaivao, J. and Aouiche, K. (2005). AN ARCHITECTURE FRAMEWORK FOR COMPLEX DATA WAREHOUSES. In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 972-8865-19-8; ISSN 2184-4992, SciTePress, pages 370-373. DOI: 10.5220/0002538503700373

@conference{iceis05,
author={Jérôme Darmont. and Omar Boussaïd. and Jean{-}Christian Ralaivao. and Kamel Aouiche.},
title={AN ARCHITECTURE FRAMEWORK FOR COMPLEX DATA WAREHOUSES},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2005},
pages={370-373},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002538503700373},
isbn={972-8865-19-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - AN ARCHITECTURE FRAMEWORK FOR COMPLEX DATA WAREHOUSES
SN - 972-8865-19-8
IS - 2184-4992
AU - Darmont, J.
AU - Boussaïd, O.
AU - Ralaivao, J.
AU - Aouiche, K.
PY - 2005
SP - 370
EP - 373
DO - 10.5220/0002538503700373
PB - SciTePress