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Visualizing Temporal Graphs using Visual Rhythms - A Case Study in Soccer Match Analysis

Topics: Databases and Visualization, Visual Data Mining; Graph Visualization; Image/Video Summarization and Visualization; Interactive Visual Interfaces for Visualization; Large Data Visualization; Visual Data Analysis and Knowledge Discovery

Authors: Daniele C. Uchoa Maia Rodrigues 1 ; Felipe A. Moura 2 ; Sergio Augusto Cunha 1 and Ricardo da S. Torres 1

Affiliations: 1 University of Campinas, Brazil ; 2 State University of Londrina, Brazil

Keyword(s): Visual Rhythm, Temporal Graph, Complex Network, Soccer Analysis.

Related Ontology Subjects/Areas/Topics: Abstract Data Visualization ; Computer Vision, Visualization and Computer Graphics ; Databases and Visualization, Visual Data Mining ; General Data Visualization ; Graph Visualization ; Interactive Visual Interfaces for Visualization ; Large Data Visualization ; Spatial Data Visualization ; Visual Data Analysis and Knowledge Discovery

Abstract: In several applications, a huge amount of graph data have been generated, demanding the creation of appropriate tools for graph visualization. One class of graph data which is attracting a lot of attention recently are the temporal graphs, which encode how objects and their relationships evolve over time. This paper introduces the Graph Visual Rhythm, a novel image-based representation to visualize changing patterns typically found in temporal graphs. The use of visual rhythms is motivated by its capacity of providing a lot of contextual information about graph dynamics in a compact way. We validate the use of graph visual rhythms through the creation of a visual analytics tool to support the decision-making process based on complex-network-oriented soccer match analysis.

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Paper citation in several formats:
C. Uchoa Maia Rodrigues, D.; A. Moura, F.; Cunha, S. and da S. Torres, R. (2017). Visualizing Temporal Graphs using Visual Rhythms - A Case Study in Soccer Match Analysis. In Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - IVAPP, (VISIGRAPP 2017) ISBN 978-989-758-228-8; ISSN 2184-4321, pages 96-107. DOI: 10.5220/0006153000960107

@conference{ivapp17,
author={Daniele {C. Uchoa Maia Rodrigues}. and Felipe {A. Moura}. and Sergio Augusto Cunha. and Ricardo {da S. Torres}.},
title={Visualizing Temporal Graphs using Visual Rhythms - A Case Study in Soccer Match Analysis},
booktitle={Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - IVAPP, (VISIGRAPP 2017)},
year={2017},
pages={96-107},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006153000960107},
isbn={978-989-758-228-8},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - IVAPP, (VISIGRAPP 2017)
TI - Visualizing Temporal Graphs using Visual Rhythms - A Case Study in Soccer Match Analysis
SN - 978-989-758-228-8
IS - 2184-4321
AU - C. Uchoa Maia Rodrigues, D.
AU - A. Moura, F.
AU - Cunha, S.
AU - da S. Torres, R.
PY - 2017
SP - 96
EP - 107
DO - 10.5220/0006153000960107

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