[PDF][PDF] Tournaments in Computational Social Choice: Recent Developments.
W Suksompong - IJCAI, 2021 - ijcai.org
Tournaments are commonly used to select winning alternatives in scenarios involving
pairwise comparisons such as sports competitions and political elections. This survey …
pairwise comparisons such as sports competitions and political elections. This survey …
Modeling the influence of basketball players' offense roles on team performance
R Chen, M Zhang, X Xu - Frontiers in Psychology, 2023 - frontiersin.org
This study aimed to (1) use the clustering method to build a classification model based on
the play-type data of basketball players, to classify native and foreign players into different …
the play-type data of basketball players, to classify native and foreign players into different …
Weighted Elo rating for tennis match predictions
Originally applied to tennis by the data journalists of FiveThirtyEight. com, the Elo rating
method estimates the strength of each player based on her/his career as well as the …
method estimates the strength of each player based on her/his career as well as the …
Artificial data in sports forecasting: a simulation framework for analysing predictive models in sports
M Garnica-Caparrós, D Memmert… - Information Systems and e …, 2022 - Springer
Far-reaching decisions in organizations often rely on sophisticated methods of data
analysis. However, data availability is not always given in complex real-world systems, and …
analysis. However, data availability is not always given in complex real-world systems, and …
[HTML][HTML] Fixing knockout tournaments with seeds
P Manurangsi, W Suksompong - Discrete Applied Mathematics, 2023 - Elsevier
Knockout tournaments constitute a popular format for organizing sports competitions. While
prior results have shown that it is often possible to manipulate a knockout tournament by …
prior results have shown that it is often possible to manipulate a knockout tournament by …
A comparative evaluation of Elo ratings-and machine learning-based methods for tennis match result prediction
Elo ratings-based methods, including the recently proposed Weighted Elo method, have
been found to perform well when forecasting tennis match results, however, whether they …
been found to perform well when forecasting tennis match results, however, whether they …
Elo-mmr: A rating system for massive multiplayer competitions
A Ebtekar, P Liu - Proceedings of the Web Conference 2021, 2021 - dl.acm.org
Skill estimation mechanisms, colloquially known as rating systems, play an important role in
competitive sports and games. They provide a measure of player skill, which incentivizes …
competitive sports and games. They provide a measure of player skill, which incentivizes …
FIFA ranking: Evaluation and path forward
L Szczecinski, II Roatis - Journal of Sports Analytics, 2022 - content.iospress.com
In this work, we study the ranking algorithm used by Fédération Internationale de Football
Association (FIFA); we analyze the parameters that it currently uses, show the formal …
Association (FIFA); we analyze the parameters that it currently uses, show the formal …
A new model for predicting the winner in tennis based on the eigenvector centrality
The use of statistical tools for predicting the winner in tennis matches has enjoyed an
increase in popularity over the last two decades and, currently, a variety of methods are …
increase in popularity over the last two decades and, currently, a variety of methods are …
A football player rating system
S Wolf, M Schmitt, B Schuller - Journal of Sports Analytics, 2021 - journals.sagepub.com
Association football (soccer) is the most popular sport in the world, resulting in a large
economic interest from investors, team managers, and betting agencies. For this reason, a …
economic interest from investors, team managers, and betting agencies. For this reason, a …