Big data and tactical analysis in elite soccer: future challenges and opportunities for sports science

R Rein, D Memmert - SpringerPlus, 2016 - Springer
Until recently tactical analysis in elite soccer were based on observational data using
variables which discard most contextual information. Analyses of team tactics require …

What performance analysts need to know about research trends in association football (2012–2016): A systematic review

H Sarmento, FM Clemente, D Araújo, K Davids… - Sports medicine, 2018 - Springer
Background Evolving patterns of match analysis research need to be systematically
reviewed regularly since this area of work is burgeoning rapidly and studies can offer new …

A systematic review of collective tactical behaviours in football using positional data

B Low, D Coutinho, B Gonçalves, R Rein, D Memmert… - Sports Medicine, 2020 - Springer
Background Performance analysis research in association football has recently cusped a
paradigmatic shift in the way tactical behaviours are studied. Based on insights from system …

Unlocking the potential of big data to support tactical performance analysis in professional soccer: A systematic review

FR Goes, LA Meerhoff, MJO Bueno… - European Journal of …, 2021 - Taylor & Francis
In professional soccer, increasing amounts of data are collected that harness great potential
when it comes to analysing tactical behaviour. Unlocking this potential is difficult as big data …

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 …

Training design, performance analysis, and talent identification—A systematic review about the most relevant variables through the principal component analysis in …

J Pino-Ortega, D Rojas-Valverde… - International Journal of …, 2021 - mdpi.com
Since the accelerating development of technology applied to team sports and its subsequent
high amount of information available, the need for data mining leads to the use of data …

[图书][B] Artificial intelligence in sport performance analysis

D Araújo, M Couceiro, L Seifert, H Sarmento, K Davids - 2021 - taylorfrancis.com
To understand the dynamic patterns of behaviours and interactions between athletes that
characterize successful performance in different sports is an important challenge for all sport …

Influence of match location, quality of opponents, and match status on movement patterns in Brazilian professional football players

R Aquino, GHM Martins, LHP Vieira… - The Journal of …, 2017 - journals.lww.com
Abstract Aquino, R, Munhoz Martins, GH, Palucci Vieira, LH, and Menezes, RP. Influence of
match location, quality of opponents and match status on movement patterns in brazilian …

What's in a game? A systems approach to enhancing performance analysis in football

S McLean, PM Salmon, AD Gorman, GJM Read… - PloS one, 2017 - journals.plos.org
Purpose Performance analysis (PA) in football is considered to be an integral component of
understanding the requirements for optimal performance. Despite vast amounts of research …

The use of player tracking data to analyze defensive play in professional soccer-A scoping review

L Forcher, S Altmann, L Forcher… - … Journal of Sports …, 2022 - journals.sagepub.com
The analysis of tracking data in tactical game analysis is a topic of rising interest, as more
detailed insights into performance structure in soccer can be obtained compared to …