| Description |
1 online resource : illustrations (some color) |
| Series |
Advances in intelligent systems and computing ; volume 1426 |
|
Advances in intelligent systems and computing ; 1426.
|
| Contents |
Text mining and performance analysis -- Match Analysis 4.0 with Big Data: From Studies to Experiments -- Using machine learning to assess and compare athletes in team sports -- Kick it to Me, or Maybe Not - How Player Roles Affect AFL Possessions -- Predicting and understanding Australian Rules Football using Markov processes -- Exercise Evaluation using Time-of-Flight Image Data -- Improving springboard diving video classification accuracy through cumulated segment values -- How Sports Scientists Explain Their Choice of Wearable -- Physical and motivational effects of Exer-games in healthy adults: Overview of Reviews -- The Impact of Order of Performance on Peer-to-Peer Learning of a Lacrosse Ball Pick-Up Skill Through Video Analysis with University Students |
| Summary |
This covers the PACSS 2021 which approached interdisciplinary collaboration between theoretical computer science and practical performance analysis though an online workshop and conference. Readers find in this book the peer-reviewed and discussed evidences on how computer scientists and performance analysts can and have worked together to solve both applied and research-based problems in elite sport, using the methods of computer science. In this edition, we organize the content according to four major topics: machine learning, text mining, best practice and interdisciplinary collaboration. This is a refined material written by leading experts with up-to-date overview of research in the multidisciplinary field of computer science and elite sport performance analysis |
| Notes |
International conference proceedings |
|
Includes author index |
|
Online resource; title from PDF title page (SpringerLink, viewed April 13, 2022) |
| Subject |
Sports sciences -- Data processing -- Congresses
|
|
Sports sciences -- Congresses
|
|
Computer science -- Congresses
|
|
Performance -- Congresses
|
|
Performance technology -- Congresses
|
|
Computer science
|
|
Performance
|
|
Sports sciences
|
|
Sports sciences -- Data processing
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Baca, Arnold, editor.
|
|
Exel, Juliana, editor
|
|
Lames, Martin, editor.
|
|
James, Nic, editor.
|
|
Parmar, Nimai, editor
|
|
International Performance Analysis. Workshop and Conference (9th : 2021 : Online)
|
|
International Association of Computer Science in Sport. Conference (5th : 2021 : Online)
|
| ISBN |
9783030993337 |
|
3030993337 |
|
