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TenniVis: Visualization for Tennis Match Analysis

Tom Polk, Jing Yang, Yueqi Hu, Ye Zhao
2014 IEEE Transactions on Visualization and Computer Graphics  
In this paper, we propose TenniVis, a novel tennis match visualization system that relies entirely on data that can be easily collected, such as score, point outcomes, point lengths, service information  ...  It provides two new visualizations to allow tennis coaches and players to quickly gain insights into match performance.  ...  Acknowledgements We would like to thank Daniel Keim for his timely suggestions on improving the visualizations presented in this paper.  ... 
doi:10.1109/tvcg.2014.2346445 pmid:26356948 fatcat:qf4577vzyje7lmkgeqgbp2x4xe

Remote Evaluation System of Tennis Batting Action Standard Based on Acceleration Sensor

Yuliang Ji, Shunjiang Ma, Chi-Hua Chen
2021 Security and Communication Networks  
(PC) for storage, data preprocessing module to smooth original signal data and extract the key time and frequency domain features as the evaluation basis, and remote evaluation module to assess tennis  ...  This paper studies the remote evaluation system of tennis batting action standard based on acceleration sensor, which aims to help improve the standard degree and technical level of tennis batting action  ...  A study proposed TenniVis, a novel tennis match visualization system that relied entirely on data that can be easily collected, such as score, point outcomes, point lengths, service information, and match  ... 
doi:10.1155/2021/9930084 fatcat:6zdzs56cnbgb5hssbwxwcas4ju

Visualization of technical and tactical characteristics in fencing

Mingdong Zhang, Li Chen, Xiaoru Yuan, Renpei Huang, Shuang Liu, Junhai Yong
2018 Journal of Visualization  
Unlike sequential games, such as tennis and table tennis, fencing is a type of simultaneous game. Thus, the existing methods on the sports visualization do not operate well for fencing matches.  ...  To meet the requirements of the fencing experts, we designed and implemented FencingVis, an interactive visualization system for fencing competition data.The action sequences in the bout are first visualized  ...  CONCLUSION We design and implement a visual analysis system called FencingVis for visualization and visual analysis of fencing data.  ... 
doi:10.1007/s12650-018-0521-3 fatcat:svaub7f6fjh5lgxqisez76s7ju

2014 Index IEEE Transactions on Visualization and Computer Graphics Vol. 20

2015 IEEE Transactions on Visualization and Computer Graphics  
Dong, Weiming, +, TVCG Jan. 2014 1 TenniVis: Visualization for Tennis Match Analysis.  ...  Mahyar, N., +, TVCG Dec. 2014 1633-1642 TenniVis: Visualization for Tennis Match Analysis.  ... 
doi:10.1109/tvcg.2014.2368193 fatcat:nm3sijdvbza5nmxyina4rqinnu

How to Make Sense of Team Sport Data: From Acquisition to Data Modeling and Research Aspects

Manuel Stein, Halldór Janetzko, Daniel Seebacher, Alexander Jäger, Manuel Nagel, Jürgen Hölsch, Sven Kosub, Tobias Schreck, Daniel Keim, Michael Grossniklaus
2017 Data  
We identify challenges arising when facing these data sets and we propose a multi-facet view and analysis including pattern detection, context-aware analysis, and visual explanation.  ...  Automatic and interactive data analysis is instrumental in making use of increasing amounts of complex data.  ...  [36] investigate for example the relation of tennis players' popularities and their performance based on visits to their Wikipedia entries.  ... 
doi:10.3390/data2010002 fatcat:gx2tiq35r5gw5ks5nflc3gmf6i

Data-First Visualization Design Studies [article]

Michael Oppermann, Tamara Munzner
2020 arXiv   pre-print
We introduce the notion of a data-first design study which is triggered by the acquisition of real-world data instead of specific stakeholder analysis questions.  ...  We also thank the anonymous reviewers for their comments.  ...  ACKNOWLEDGMENTS We thank Jürgen Bernard, Madison Elliott, Steve Kasica, Zipeng Liu, Francis Nguyen, and Ben Shneiderman for inspiring discussions and feedback.  ... 
arXiv:2009.01785v1 fatcat:besvucrmlvd6vibj2eh7z2gqli

A Matrix-Based Visual Comparison of Time Series Sports Data [article]

Fabian Beck, Michael Burch, Daniel Weiskopf
2016 Vision  
We differentiate the performances and visually encode these differences as color-coded matrix cells.  ...  In particular, for endurance sports events, time-varying data are recorded and can be used to analyze the athletes' performance.  ...  Acknowledgments The authors wish to thank Sabrina Ehses for granting permission to use the photos for Figure 1 . We also thank Boitumelo Ruf for supporting the implementation of the approach.  ... 
doi:10.2312/vmv.20161342 dblp:conf/vmv/BeckBW16 fatcat:aioq45wosnb4zbf6ksjidywvem

Data-driven prototyping in information visualization

Michael Oppermann
We provide a detailed characterization of non-contiguous time series slices and propose TimeElide, a domain-agnostic visual analysis tool and design space.  ...  Inspired by emerging large-scale visualization collections and the difficulty in finding relevant information, we investigate a content-based approach for visualization recommendation in the VizCommender  ...  Tennivis: Visualization for tennis match analysis. IEEE Trans. Visualization and Computer Graphics, ( ): -, . doi: . /TVCG. . . → page [ ] A. Prouzeau, M. Dharshini, M. Balasubramaniam, J. Henry, N.  ... 
doi:10.14288/1.0401844 fatcat:wftlmm4krbhcvalxou2gchlqaq