Spatio-temporal analysis of team sports

J Gudmundsson, M Horton - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
Team-based invasion sports such as football, basketball, and hockey are similar in the
sense that the players are able to move freely around the playing area and that player and …

Social network analysis in sport research: an emerging paradigm

H Wäsche, G Dickson, A Woll… - European Journal for …, 2017 - Taylor & Francis
While network analysis is a major methodological approach in many disciplines of the social
and natural sciences, it has only recently come into the focus of sport researchers. This …

Team synergies in sport: theory and measures

D Araújo, K Davids - Frontiers in psychology, 2016 - frontiersin.org
Individual players act as a coherent unit during team sports performance, forming a team
synergy. A synergy is a collective property of a task-specific organization of individuals, such …

Exploring team passing networks and player movement dynamics in youth association football

B Gonçalves, D Coutinho, S Santos, C Lago-Penas… - PloS one, 2017 - journals.plos.org
Understanding how youth football players base their game interactions may constitute a
solid criterion for fine-tuning the training process and, ultimately, to achieve better individual …

Team sports performance analysed through the lens of social network theory: implications for research and practice

J Ribeiro, P Silva, R Duarte, K Davids, J Garganta - Sports medicine, 2017 - Springer
This paper discusses how social network analyses and graph theory can be implemented in
team sports performance analyses to evaluate individual (micro) and collective (macro) …

Modeling player and team performance in basketball

Z Terner, A Franks - Annual Review of Statistics and Its …, 2021 - annualreviews.org
In recent years, analytics has started to revolutionize the game of basketball: Quantitative
analyses of the game inform team strategy; management of player health and fitness; and …

General network analysis of national soccer teams in FIFA World Cup 2014

FM Clemente, FML Martins, D Kalamaras… - … Analysis in Sport, 2015 - Taylor & Francis
This study analyzed the network characteristics of successful and unsuccessful national
teams that participated in FIFA World Cup 2014. The relationship between the variables of …

A survey of information entropy metrics for complex networks

YM Omar, P Plapper - Entropy, 2020 - mdpi.com
Information entropy metrics have been applied to a wide range of problems that were
abstracted as complex networks. This growing body of research is scattered in multiple …

Learning fine-grained spatial models for dynamic sports play prediction

Y Yue, P Lucey, P Carr, A Bialkowski… - … conference on data …, 2014 - ieeexplore.ieee.org
We consider the problem of learning predictive models for in-game sports play prediction.
Focusing on basketball, we develop models for anticipating near-future events given the …

Clustering performances in the NBA according to players' anthropometric attributes and playing experience

S Zhang, A Lorenzo, MA Gómez, N Mateus… - Journal of sports …, 2018 - Taylor & Francis
The aim of this study was:(i) to group basketball players into similar clusters based on a
combination of anthropometric characteristics and playing experience; and (ii) explore the …