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 …
when it comes to analysing tactical behaviour. Unlocking this potential is difficult as big data …
State of the art of sports data visualization
In this report, we organize and reflect on recent advances and challenges in the field of
sports data visualization. The exponentially‐growing body of visualization research based …
sports data visualization. The exponentially‐growing body of visualization research based …
Football-specific validity of TRACAB's optical video tracking systems
The present study aimed to validate and compare the football-specific measurement
accuracy of two optical tracking systems engineered by TRACAB. The “Gen4” system …
accuracy of two optical tracking systems engineered by TRACAB. The “Gen4” system …
PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach
The problem of evaluating the performance of soccer players is attracting the interest of
many companies and the scientific community, thanks to the availability of massive data …
many companies and the scientific community, thanks to the availability of massive data …
Bring it to the pitch: Combining video and movement data to enhance team sport analysis
M Stein, H Janetzko, A Lamprecht… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Analysts in professional team sport regularly perform analysis to gain strategic and tactical
insights into player and team behavior. Goals of team sport analysis regularly include …
insights into player and team behavior. Goals of team sport analysis regularly include …
A goal scoring probability model for shots based on synchronized positional and event data in football (soccer)
G Anzer, P Bauer - Frontiers in sports and active living, 2021 - frontiersin.org
Due to the low scoring nature of football (soccer), shots are often used as a proxy to evaluate
team and player performances. However, not all shots are created equally and their quality …
team and player performances. However, not all shots are created equally and their quality …
Data-driven detection of counterpressing in professional football: a supervised machine learning task based on synchronized positional and event data with expert …
P Bauer, G Anzer - Data Mining and Knowledge Discovery, 2021 - Springer
Detecting counterpressing is an important task for any professional match-analyst in football
(soccer), but is being done exclusively manually by observing video footage. The purpose of …
(soccer), but is being done exclusively manually by observing video footage. The purpose of …
A survey of competitive sports data visualization and visual analysis
M Du, X Yuan - Journal of Visualization, 2021 - Springer
Competitive sports data visualization is an increasingly important research direction in the
field of information visualization. It is also an important basis for studying human behavioral …
field of information visualization. It is also an important basis for studying human behavioral …
Forvizor: Visualizing spatio-temporal team formations in soccer
Regarded as a high-level tactic in soccer, a team formation assigns players different tasks
and indicates their active regions on the pitch, thereby influencing the team performance …
and indicates their active regions on the pitch, thereby influencing the team performance …
[HTML][HTML] Attacking key performance indicators in soccer: current practice and perceptions from the elite to youth academy level
Abstract Key Performance Indicators (KPIs) are used to evaluate the offensive success of a
soccer team (eg penalty box entries) or player (eg pass completion rate). However …
soccer team (eg penalty box entries) or player (eg pass completion rate). However …