Soccer team performance forecasting using artificial neural network
Other Title(s)
نموذج للتنبؤ بأداء فريق لكرة القدم عن طريق الشبكة العصبية الاصطناعية
Joint Authors
al-Shaybani, Mabrukah Amḥammad
Amshahir, Jazyah Miftah
Hammali, Hana Muhammad
Source
Journal of Pure and Applied Sciences
Issue
Vol. 20, Issue 1 (31 Mar. 2021), pp.192-196, 5 p.
Publisher
Publication Date
2021-03-31
Country of Publication
Libya
No. of Pages
5
Main Subjects
Information Technology and Computer Science
Abstract EN
Recently a large effort was spent on forecasting the outcome of sporting events.
Due to forecasting perspective, the presence of competition introduces particular modeling challenges, which in turn limit the applicability of standard techniques.
The objective of this study is to create a soccer team performance-forecasting model based on Artificial Neural networks that is capable of forecasting soccer players’ performance depending on teams’ history and behavior in previous matches as an input.
The proposed model was trained and tested using a dataset including the features of Egypt Telecommunications club 15 years soccer team participating in the Egyptian Football Association Youth Dorian.
Simulation results indicated that the proposed model could be classified as a stable predication model especially for soccer team’s status and performance, achieving high accuracy rate up to 95%.
American Psychological Association (APA)
al-Shaybani, Mabrukah Amḥammad& Amshahir, Jazyah Miftah& Hammali, Hana Muhammad. 2021. Soccer team performance forecasting using artificial neural network. Journal of Pure and Applied Sciences،Vol. 20, no. 1, pp.192-196.
https://search.emarefa.net/detail/BIM-1419228
Modern Language Association (MLA)
al-Shaybani, Mabrukah Amḥammad…[et al.]. Soccer team performance forecasting using artificial neural network. Journal of Pure and Applied Sciences Vol. 20, no. 1 (Mar. 2021), pp.192-196.
https://search.emarefa.net/detail/BIM-1419228
American Medical Association (AMA)
al-Shaybani, Mabrukah Amḥammad& Amshahir, Jazyah Miftah& Hammali, Hana Muhammad. Soccer team performance forecasting using artificial neural network. Journal of Pure and Applied Sciences. 2021. Vol. 20, no. 1, pp.192-196.
https://search.emarefa.net/detail/BIM-1419228
Data Type
Journal Articles
Language
English
Notes
Record ID
BIM-1419228