A novel multidimensional model for the OLAP on documents : modeling, generation and implementation

Azabou, Maha, Khrouf, Kaïs, Feki, Jamel, Soulé-Dupuy, Chantal and Vallès-Parlangeau, Nathalie (2014) A novel multidimensional model for the OLAP on documents : modeling, generation and implementation. In: International Conference On Model and Data Engineering - MEDI 2014.

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Abstract

As the amount of textual information grows explosively in various kinds of business systems, it becomes more and more essential to analyze both structured data and unstructured textual data simultaneously. However information contained in non structured data (documents and so on) is only partially used in business intelligence (BI). Indeed On-Line Analytical Processing (OLAP) cubes which are the main support of BI analysis in decision support systems have focused on structured data. This is the reason why OLAP is being extended to unstructured textual data. In this paper we introduce the innovative “Diamond” multidimensional model that will serve as a basis for semantic OLAP on XML documents and then we describe the meta modeling, generation and implementation of a the Diamond multidimensional model.

Item Type: Conference or Workshop Item (Paper)
Language: English
Date: 2014
Uncontrolled Keywords: XML documents - OLAP - Diamond multidimensional model
Subjects: H- INFORMATIQUE
Divisions: Institut de Recherche en Informatique de Toulouse
Site: UT1
Date Deposited: 29 Mar 2019 11:55
Last Modified: 29 Mar 2019 11:55
URI: http://publications.ut-capitole.fr/id/eprint/29830

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