DocumentCode
3290012
Title
Artificial Intelligence in Sports Prediction
Author
McCabe, Alan ; Trevathan, Jarrod
Author_Institution
MAIT Technol., Belfast
fYear
2008
fDate
7-9 April 2008
Firstpage
1194
Lastpage
1197
Abstract
This paper presents an extension of earlier work in the use of artificial intelligence for prediction of sporting outcomes. An expanded model is described, as well as a broadening of the area of application of the original work. The model used is a form of multi-layer perceptron and it is presented with a number of features which attempt to capture the quality of various sporting teams. The system performs well and compares favourably with human tipsters in several environments. A study of less rigid "World Cup" formats appears, along with extensive live testing results in a major international tipping competition.
Keywords
artificial intelligence; multilayer perceptrons; prediction theory; sport; World Cup; artificial intelligence; human tipsters; major international tipping competition; multilayer perceptron; sporting outcome prediction; Artificial intelligence; Australia; Information technology; Mathematics; Multi-layer neural network; Multilayer perceptrons; Network topology; Neural networks; Page description languages; Physics;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology: New Generations, 2008. ITNG 2008. Fifth International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
0-7695-3099-0
Type
conf
DOI
10.1109/ITNG.2008.203
Filename
4492661
Link To Document