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

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Author(s):
Uchoa Maia Rodrigues, Daniele C. ; Moura, Felipe A. ; Cunha, Sergio Augusto ; Torres, Ricardo da S. ; Linsen, L ; Telea, A ; Braz, J
Total Authors: 7
Document type: Journal article
Source: PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 3; v. N/A, p. 12-pg., 2017-01-01.
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. (AU)

FAPESP's process: 13/50169-1 - Towards an understanding of tipping points within tropical South American biomes
Grantee:Ricardo da Silva Torres
Support Opportunities: Research Grants - Research Partnership for Technological Innovation - PITE
FAPESP's process: 13/50155-0 - Combining new technologies to monitor phenology from leaves to ecosystems
Grantee:Leonor Patricia Cerdeira Morellato
Support Opportunities: Research Program on Global Climate Change - University-Industry Cooperative Research (PITE)