Score-based Soccer Match Outcome Modeling - an Experimental Review
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F19%3A00332397" target="_blank" >RIV/68407700:21230/19:00332397 - isvavai.cz</a>
Result on the web
<a href="https://www.dropbox.com/s/go42h87tah9adye/MathSport2019%20Proceedings.pdf?dl=0" target="_blank" >https://www.dropbox.com/s/go42h87tah9adye/MathSport2019%20Proceedings.pdf?dl=0</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Score-based Soccer Match Outcome Modeling - an Experimental Review
Original language description
In this experimental work, we propose to investigate the state-of-the-art in score-basedsoccer match outcome prediction modeling to identify the top-performing methods acrossthe diverse classes of existing approaches to the problem. Namely, we bring together sta-tistical methods based on Poisson distribution, a general ranking algorithm (Elo), domain-specific rating system (pi-ratings) and a graph-based approach to the problem (PageRank).We experimentally compare these diverse competitors altogether on a large database ofsoccer results to identify the true leaders in the domain.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of Mathsport International Conference 2019
ISBN
978-618-5036-53-9
ISSN
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e-ISSN
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Number of pages
9
Pages from-to
164-172
Publisher name
Athens University of Economics and Business
Place of publication
Athens
Event location
Athens
Event date
Jul 1, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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