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 …
sense that the players are able to move freely around the playing area and that player and …
Modeling player and team performance in basketball
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 …
analyses of the game inform team strategy; management of player health and fitness; and …
A survey of content-aware video analysis for sports
HC Shih - IEEE Transactions on circuits and systems for video …, 2017 - ieeexplore.ieee.org
Sports data analysis is becoming increasingly large scale, diversified, and shared, but
difficulty persists in rapidly accessing the most crucial information. Previous surveys have …
difficulty persists in rapidly accessing the most crucial information. Previous surveys have …
Large-scale analysis of soccer matches using spatiotemporal tracking data
Although the collection of player and ball tracking data is fast becoming the norm in
professional sports, large-scale mining of such spatiotemporal data has yet to surface. In this …
professional sports, large-scale mining of such spatiotemporal data has yet to surface. In this …
The quest for omnioculars: Embedded visualization for augmenting basketball game viewing experiences
Sports game data is becoming increasingly complex, often consisting of multivariate data
such as player performance stats, historical team records, and athletes' positional tracking …
such as player performance stats, historical team records, and athletes' positional tracking …
Identifying team style in soccer using formations learned from spatiotemporal tracking data
To the trained-eye, experts can often identify a team based on their unique style of play due
to their movement, passing and interactions. In this paper, we present a method which can …
to their movement, passing and interactions. In this paper, we present a method which can …
Am I a baller? basketball performance assessment from first-person videos
This paper presents a method to assess a basketball player's performance from his/her first-
person video. A key challenge lies in the fact that the evaluation metric is highly subjective …
person video. A key challenge lies in the fact that the evaluation metric is highly subjective …
Innovative approaches in sports science—lexicon-based sentiment analysis as a tool to analyze sports-related Twitter communication
F Wunderlich, D Memmert - Applied sciences, 2020 - mdpi.com
Sentiment analysis refers to the algorithmic extraction of subjective information from textual
data and—driven by the increasing amount of online communication—has become one of …
data and—driven by the increasing amount of online communication—has become one of …
Forecasting the outcomes of sports events: A review
F Wunderlich, D Memmert - European journal of sport science, 2021 - Taylor & Francis
In the scientific community a large literature on sports forecasting exists, covering a wide
range of different sports, methods and research questions. At the same time a lack of …
range of different sports, methods and research questions. At the same time a lack of …
Data-driven analysis for understanding team sports behaviors
K Fujii - Journal of Robotics and Mechatronics, 2021 - jstage.jst.go.jp
Understanding the principles of real-world biological multi-agent behaviors is a current
challenge in various scientific and engineering fields. The rules regarding the real-world …
challenge in various scientific and engineering fields. The rules regarding the real-world …