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Authors: Catarina Maçãs 1 ; Pedro Cruz 1 ; Hugo Amaro 1 ; Evgheni Polisciuc 1 ; Tiago Carvalho 2 ; Frederico Santos 2 and Penousal Machado 1

Affiliations: 1 University of Coimbra, Portugal ; 2 Sonae, Portugal

ISBN: 978-989-758-088-8

Keyword(s): Small Multiples, Time Series, Clustering, Consumption Analysis, Big Data, Visualization.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; General Data Visualization ; Information and Scientific Visualization ; Time-Dependent Visualization ; Visualization Applications

Abstract: The evolution of technology is changing how people work within organizations. Information about customer consumption leads to a new era of business intelligence, wherein Big Data is analyzed to improve business. In this project we apply information visualization in the context of Big Data for product’s consumption. The aim of this project is to visualize the evolution of consumption, to detect typical and periodic behaviors and emphasize the atypical ones. In this article we present our workflow—from finding periodic behaviors to create a final visualization using time-series and small-multiples techniques. With the final visualization we are able to show consumption behaviors and highlight the deviations from typical consumption days.

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Paper citation in several formats:
Maçãs C., Cruz P., Amaro H., Polisciuc E., Carvalho T., Santos F. and Machado P. (2015). Time-series Application on Big Data - Visualization of Consumption in Supermarkets.In Proceedings of the 6th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2015) ISBN 978-989-758-088-8, pages 239-246. DOI: 10.5220/0005307702390246

@conference{ivapp15,
author={Catarina Maçãs and Pedro Cruz and Hugo Amaro and Evgheni Polisciuc and Tiago Carvalho and Frederico Santos and Penousal Machado},
title={Time-series Application on Big Data - Visualization of Consumption in Supermarkets},
booktitle={Proceedings of the 6th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2015)},
year={2015},
pages={239-246},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005307702390246},
isbn={978-989-758-088-8},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2015)
TI - Time-series Application on Big Data - Visualization of Consumption in Supermarkets
SN - 978-989-758-088-8
AU - Maçãs C.
AU - Cruz P.
AU - Amaro H.
AU - Polisciuc E.
AU - Carvalho T.
AU - Santos F.
AU - Machado P.
PY - 2015
SP - 239
EP - 246
DO - 10.5220/0005307702390246

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