[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 …

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 …

Weighted Elo rating for tennis match predictions

G Angelini, V Candila, L De Angelis - European Journal of Operational …, 2022 - Elsevier
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 …

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 …

[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 …

A comparative evaluation of Elo ratings-and machine learning-based methods for tennis match result prediction

R Bunker, C Yeung, T Susnjak… - Proceedings of the …, 2023 - journals.sagepub.com
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 …

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 …

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 …

A new model for predicting the winner in tennis based on the eigenvector centrality

A Arcagni, V Candila, R Grassi - Annals of Operations Research, 2023 - Springer
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 …

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 …