| Full text | |
| Author(s): |
Uchoa Maia Rodrigues, Daniele C.
[1, 2]
;
Moura, Felipe A.
[3]
;
Cunha, Sergio Augusto
[4]
;
Torres, Ricardo da S.
[1]
Total Authors: 4
|
| Affiliation: | [1] Univ Estadual Campinas, Inst Comp, Campinas, SP - Brazil
[2] Pontifical Catholic Univ Campinas, Coll Comp Engn, Campinas, SP - Brazil
[3] Univ Estadual Londrina, Lab Appl Biomech, Londrina - Brazil
[4] Univ Estadual Campinas, Coll Phys Educ, Campinas, SP - Brazil
Total Affiliations: 4
|
| Document type: | Journal article |
| Source: | GRAPHICAL MODELS; v. 103, MAY 2019. |
| Web of Science Citations: | 0 |
| Abstract | |
Graphs are widely used to conceptually represent objects and their relations in several applications. Time-evolving graphs, usually referred to as temporal or dynamic graphs, have been used to encode how objects and their relations change over time. In this paper, we introduce a new image-based representation, named Graph Visual Rhythm (GVR), proposed to encode visually temporal network changes. GVR provides a compact and context-enriched representation for general-purpose analyses. Our solution is generic, as it supports different graph-to-image mapping instantiations, possibly opening the opportunity of its use in different applications. In this paper, we use different instantiations of graph visual rhythms in two case studies: first, in soccer match analysis, aiming to support the identification of complex tactical patterns, modeled as temporal graphs; second, in social network analysis, to support the identification of patterns related to message exchanges over time. (AU) | |
| FAPESP's process: | 14/50715-9 - Characterizing and predicting biomass production in sugarcane and eucalyptus plantations in Brazil |
| Grantee: | Rubens Augusto Camargo Lamparelli |
| Support type: | Research Grants - Research Partnership for Technological Innovation - PITE |
| FAPESP's process: | 16/50250-1 - The secret of playing football: Brazil versus the Netherlands |
| Grantee: | Sergio Augusto Cunha |
| Support type: | Research Projects - Thematic Grants |
| FAPESP's process: | 13/50169-1 - Towards an understanding of tipping points within tropical South American biomes |
| Grantee: | Ricardo da Silva Torres |
| Support type: | Research Grants - Research Partnership for Technological Innovation - PITE |
| FAPESP's process: | 14/12236-1 - AnImaLS: Annotation of Images in Large Scale: what can machines and specialists learn from interaction? |
| Grantee: | Alexandre Xavier Falcão |
| Support type: | Research Projects - Thematic Grants |
| FAPESP's process: | 18/19007-9 - Find dribbling time series in a physical-tactical-technical scenario during official professional matches |
| Grantee: | Sergio Augusto Cunha |
| Support type: | Scholarships abroad - Research |
| FAPESP's process: | 17/20945-0 - Multi-user equipment approved in great 16/50250-1: local positioning system |
| Grantee: | Sergio Augusto Cunha |
| Support type: | Multi-user Equipment Program |
| FAPESP's process: | 13/50155-0 - Combining new technologies to monitor phenology from leaves to ecosystems |
| Grantee: | Leonor Patricia Cerdeira Morellato |
| Support type: | Research Program on Global Climate Change - University-Industry Cooperative Research (PITE) |
| FAPESP's process: | 15/24494-8 - Communications and processing of big data in cloud and fog computing |
| Grantee: | Nelson Luis Saldanha da Fonseca |
| Support type: | Research Projects - Thematic Grants |