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 …
Human-AI collaboration in data science: Exploring data scientists' perceptions of automated AI
The rapid advancement of artificial intelligence (AI) is changing our lives in many ways. One
application domain is data science. New techniques in automating the creation of AI, known …
application domain is data science. New techniques in automating the creation of AI, known …
How do data science workers collaborate? roles, workflows, and tools
Today, the prominence of data science within organizations has given rise to teams of data
science workers collaborating on extracting insights from data, as opposed to individual data …
science workers collaborating on extracting insights from data, as opposed to individual data …
Effective injury forecasting in soccer with GPS training data and machine learning
Injuries have a great impact on professional soccer, due to their large influence on team
performance and the considerable costs of rehabilitation for players. Existing studies in the …
performance and the considerable costs of rehabilitation for players. Existing studies in the …
The impact of technology on sports–A prospective study
Rapid technological progress and digitalization have considerably changed the role of
technology in sports in the past two decades. As the human limits of performance have been …
technology in sports in the past two decades. As the human limits of performance have been …
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 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 …
How much automation does a data scientist want?
Data science and machine learning (DS/ML) are at the heart of the recent advancements of
many Artificial Intelligence (AI) applications. There is an active research thread in AI,\autoai …
many Artificial Intelligence (AI) applications. There is an active research thread in AI,\autoai …