OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

OLAP queries context-aware recommender system

Negre, Elsa and Ravat, Franck and Teste, Olivier OLAP queries context-aware recommender system. (2018) In: International Conference on Database and Expert Systems Applications (DEXA 2018), 3 September 2018 - 6 September 2018 (Regensburg, Germany).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
655kB

Official URL: https://doi.org/10.1007/978-3-319-98812-2_9

Abstract

It becomes hard and tedious to easily obtain relevant decisional data in large data warehouses. In order to ease user exploration during on-line analytical processing analysis, recommender systems are developed. However some recommendations can be inappropriate (irrelevant queries or non-computable queries). To overcome these mismatches, we propose to integrate contextual data into the recommender system. In this paper, we provide (i) an indicator of obsolescence for OLAP queries and (ii) a context-aware recommender system based on a contextual post-filtering for OLAP queries.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in volume 11030 Lecture Notes in Computer Science ISSN : 0302-9743 ISBN 978-3-319-98811-5 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-98812-2_9
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université Paris-Dauphine (FRANCE)
Laboratory name:
Statistics:download
Deposited On:04 Sep 2019 14:10

Repository Staff Only: item control page