Match Winner Prediction Using Tennis Players Data Analytics

Authors

  • Rakshith M S  Final Year Students, Department of ISE, Vidyavardhaka College of Engineering, Mysuru, Karnataka, India
  • S Preetham  Final Year Students, Department of ISE, Vidyavardhaka College of Engineering, Mysuru, Karnataka, India
  • Maria Simon  Final Year Students, Department of ISE, Vidyavardhaka College of Engineering, Mysuru, Karnataka, India
  • Sahana S P  Final Year Students, Department of ISE, Vidyavardhaka College of Engineering, Mysuru, Karnataka, India
  • Mrs. Rajini S  Final Year Students, Department of ISE, Vidyavardhaka College of Engineering, Mysuru, Karnataka, India

Keywords:

Tennis, Neural Network, Multi-Layer Perceptron, Back-Propagation learning algorithm.

Abstract

Tennis is one of the popular sports in the world. Many Analysts have find out who will be the Winner of the Match by Using Players Statistics and Players Past Results. This paper proposes analysis of Tennis Players and a technique to predict the Winner of the Tennis Match. The proposed technique combines Players Statistics, Players Past Results, Players Performance on Different Type of Court and The Present Year Performance based on Multi-Layer Perceptron with Back-Propagation learning algorithm.

References

  1. Amornchai Somboonphokkaphan, Suphakant Phimoltares and Chidchanok Lursinsap, “Tennis Winner Prediction based on Time-Series History with Neural Modeling”. Proceedings of the International MultiConference of Engineers and Computer Scientists 2009 Vol I IMECS 2009, March 18 - 20, 2009, Hong Kong.
  2. Designing for Insight: A Case Study from Tennis Player Analysis Kim Albrecht and Burcu Yucesoy Center for Complex Network Research. Published by the IEEE Computer Society, IEEE Computer Graphics and Applications, July/August 2016.
  3. Kemeny and J.L.Snell, “Finite Markov chains,” Princeton, New Jersey D. Van Nostrand, 1960.
  4. Barnett T. and Clarke S.R., “Combining player statistics to predict outcomes of tennis matches,” IMA Journal of Management Mathematics, 16(2), 113-120, 2005.
  5. Barnett T. and Clarke S.R., “Using Microsoft Excel to model a tennis match,” In Proceedings of the 6M&CS, G. Cohen and T. Langtry eds., 63-68, 2002.

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2018-05-08

Issue

Volume 4, Issue 6, May-June-2018

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Rakshith M S, S Preetham, Maria Simon, Sahana S P, Mrs. Rajini S, " Match Winner Prediction Using Tennis Players Data Analytics, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 4, Issue 6, pp.345-348, May-June-2018.