The Prediction Model Study of Basketball Simulation Competition Result Based on Homogeneous Markov

DOI

10.2991/msie-13.2013.30How to use a DOI?

Keywords

basketball, homogeneous markov, prediction, simulation

Abstract

Basketball game is one of the most popular world sports in which the largest number of people participate, especially NBA has spread all over the world. The people enjoy the results of the basketball competition process, but they will pay more attention to the competition results. Therefore, it is extremely important to simulate the competition process and even predict the competition results. In the paper, the study was carried on by two aspects. On the one hand, the current situation of a basketball team is analyzed and the development of the basketball team is predicted by data mining technology. Then competition result is predicted on the base of the analyzation and prediction; On the other hand, the homogeneous Markov chain is introduced into the basketball game to obtain the data of the main factors by establishing the state transition probability matrix. Meanwhile, the future development of the competition is predicted by the homogeneous Markov model and the reasonable conclusion is made, that the state of a good basketball is stable.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yonggan Wang
PY  - 2013/11
DA  - 2013/11
TI  - The Prediction Model Study of Basketball Simulation Competition Result Based on Homogeneous Markov
BT  - Proceedings of the 2nd International Conference on Management Science and Industrial Engineering
PB  - Atlantis Press
SP  - 140
EP  - 143
SN  - 1951-6851
UR  - https://doi.org/10.2991/msie-13.2013.30
DO  - 10.2991/msie-13.2013.30
ID  - Wang2013/11
ER  -