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Authors: Mustapha Bouakkaz 1 ; Sabine Loudcher 2 and Youcef Ouinten 1

Affiliations: 1 University of Laghouat, Algeria ; 2 University of Lyon2, France

ISBN: 978-989-758-187-8

Keyword(s): Aggregation, OLAP , Textual data, Algorithm.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Data Mining ; Data Warehouses and OLAP ; Databases and Information Systems Integration ; Enterprise Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: We present in this paper a system for textual aggregation from scientific documents in the online analytical processing (OLAP) context. The system extracts keywords automatically from a set of documents according to the lists compiled in the Microsoft Academia Search web site. It gives the user the possibility to choose their methods of aggregation among the implemented ones. That is TOP-Keywords, TOPIC, TUBE, TAG, BienCube and GOTA. The performance of the chosen methods, in terms of recall, precision, F-measure and runtime, is investigated with two real corpora ITINNOVATION and OHSUMED with 600 and 13,000 scientific articles respectively, other corpora can be integrated to the system by users.

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Paper citation in several formats:
Bouakkaz, M.; Loudcher, S. and Ouinten, Y. (2016). A New Tool for Textual Aggregation In Information Retrieval.In Proceedings of the 18th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-187-8, pages 232-237. DOI: 10.5220/0005879702320237

@conference{iceis16,
author={Mustapha Bouakkaz. and Sabine Loudcher. and Youcef Ouinten.},
title={A New Tool for Textual Aggregation In Information Retrieval},
booktitle={Proceedings of the 18th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2016},
pages={232-237},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005879702320237},
isbn={978-989-758-187-8},
}

TY - CONF

JO - Proceedings of the 18th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - A New Tool for Textual Aggregation In Information Retrieval
SN - 978-989-758-187-8
AU - Bouakkaz, M.
AU - Loudcher, S.
AU - Ouinten, Y.
PY - 2016
SP - 232
EP - 237
DO - 10.5220/0005879702320237

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