Social Network Analysis Applied To Team Sports Analysis
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Social Network Analysis Applied To Team Sports Analysis
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Author : Filipe Manuel Clemente
language : en
Publisher: Springer
Release Date : 2015-11-06
Social Network Analysis Applied To Team Sports Analysis written by Filipe Manuel Clemente and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-06 with Technology & Engineering categories.
Explaining how graph theory and social network analysis can be applied to team sports analysis, This book presents useful approaches, models and methods that can be used to characterise the overall properties of team networks and identify the prominence of each team player. Exploring the different possible network metrics that can be utilised in sports analysis, their possible applications and variances from situation to situation, the respective chapters present an array of illustrative case studies. Identifying the general concepts of social network analysis and network centrality metrics, readers are shown how to generate a methodological protocol for data collection. As such, the book provides a valuable resource for students of the sport sciences, sports engineering, applied computation and the social sciences.
Social Network Analysis In Sport Research
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Author : Marion E. Hambrick
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2019-03-27
Social Network Analysis In Sport Research written by Marion E. Hambrick and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-27 with Social Science categories.
Social network analysis is a methodological tool used to investigate social networks, or collections of individuals, groups, or organizations and their shared relationships. Sport researchers increasingly have applied social network analysis to a variety of sport contexts, from team interactions among players and coaches to tailgating among fans to mega sporting events and their organizers and other stakeholders. An opportunity now exists to expand this research and generate new insights regarding myriad sport contexts and applications. This book provides an overview of the growing body of social network analysis research in sport. Additionally, it offers practical guidance for applying social network analysis within different sport settings and for using this methodology with new research applications.
Social Network Analysis
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Author : Song Yang
language : en
Publisher: SAGE Publications, Incorporated
Release Date : 2016-12-02
Social Network Analysis written by Song Yang and has been published by SAGE Publications, Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-02 with Social Science categories.
Social Network Analysis: Methods and Examples by Song Yang, Franziska B. Keller, and Lu Zheng prepares social science students to conduct their own social network analysis (SNA) by covering basic methodological tools along with illustrative examples from various fields. This innovative book takes a conceptual rather than a mathematical approach as it discusses the connection between what SNA methods have to offer and how those methods are used in research design, data collection, and analysis. Four substantive applications chapters provide examples from politics, work and organizations, mental and physical health, and crime and terrorism studies.
Analyzing Social Networks
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Author : Stephen P Borgatti
language : en
Publisher: SAGE
Release Date : 2013-05-14
Analyzing Social Networks written by Stephen P Borgatti and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-14 with Social Science categories.
Written by a stellar team of experts, Analyzing Social Networks is a practical book on how to collect, visualize, analyze and interpret social network data with a particular emphasis on the use of the software tools UCINET and Netdraw. The book includes a clear and detailed introduction to the fundamental concepts of network analyses, including centrality, subgroups, equivalence and network structure, as well as cross-cutting chapters that helpfully show how to apply network concepts to different kinds of networks. Written using simple language and notation with few equations, this book masterfully covers the research process, including: · The initial design stage · Data collection and manipulation · Measuring key variables · Exploration of structure · Hypothesis testing · Interpretation This is an essential resource for students, researchers and practitioners across the social sciences who want to use network analysis as part of their research. Available with Perusall—an eBook that makes it easier to prepare for class Perusall is an award-winning eBook platform featuring social annotation tools that allow students and instructors to collaboratively mark up and discuss their SAGE textbook. Backed by research and supported by technological innovations developed at Harvard University, this process of learning through collaborative annotation keeps your students engaged and makes teaching easier and more effective. Learn more.
Sports Analytics And Data Science
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Author : Thomas W. Miller
language : en
Publisher: FT Press
Release Date : 2015-11-18
Sports Analytics And Data Science written by Thomas W. Miller and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-18 with Business & Economics categories.
This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. This up-to-the-minute reference will help you master all three facets of sports analytics — and use it to win! Sports Analytics and Data Science is the most accessible and practical guide to sports analytics for everyone who cares about winning and everyone who is interested in data science. You’ll discover how successful sports analytics blends business and sports savvy, modern information technology, and sophisticated modeling techniques. You’ll master the discipline through realistic sports vignettes and intuitive data visualizations–not complex math. Every chapter focuses on one key sports analytics application. Miller guides you through assessing players and teams, predicting scores and making game-day decisions, crafting brands and marketing messages, increasing revenue and profitability, and much more. Step by step, you’ll learn how analysts transform raw data and analytical models into wins: both on the field and in any sports business.
Proceedings Of The 9th International Performance Analysis Workshop And Conference 5th Iacss Conference
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Author : Arnold Baca
language : en
Publisher: Springer Nature
Release Date : 2022-04-09
Proceedings Of The 9th International Performance Analysis Workshop And Conference 5th Iacss Conference written by Arnold Baca and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-09 with Technology & Engineering categories.
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.
Artificial Intelligence In Sport Performance Analysis
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Author : Duarte Araújo
language : en
Publisher: Routledge
Release Date : 2021-04-21
Artificial Intelligence In Sport Performance Analysis written by Duarte Araújo and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-21 with Medical categories.
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 practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts. By examining how AI methodologies are utilized in team games, such as football, as well as in individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches. Artificial Intelligence in Sport Performance Analysis provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, and sport science, as well as related subjects such as engineering, computer and data science, and statistics.
Sports Analytics
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Author : Ambikesh Jayal
language : en
Publisher: Routledge
Release Date : 2018-06-12
Sports Analytics written by Ambikesh Jayal and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-12 with Sports & Recreation categories.
As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance provides the most authoritative and comprehensive guide to the use of analytics in sport and its application in sports performance, coaching, talent identification and sports medicine available. Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly defines the difference between analytics and analysis and goes on to explain and illustrate methods including: Interactive visualisation Simulation and modelling Geospatial data analysis Spatiotemporal analysis Machine learning Genomic data analysis Social network analysis Offering a mixed-methods case study chapter, no other book offers the same level of scientific grounding or practical application in sports data analytics. Sports Analytics is essential reading for all students of sports analytics, and useful supplementary reading for students and professionals in talent identification and development, sports performance analysis, sports medicine and applied computer science.
Collaborative Networks In Digitalization And Society 5 0
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Author : Luis M. Camarinha-Matos
language : en
Publisher: Springer Nature
Release Date : 2023-09-18
Collaborative Networks In Digitalization And Society 5 0 written by Luis M. Camarinha-Matos and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-18 with Computers categories.
This book constitutes the refereed proceedings of the 24th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2023, held in Valencia, Spain, in September 2023. The 59 papers presented in this book were carefully reviewed and selected from 119 submissions. They provide a comprehensive overview of the major challenges in sustainability of collaborative ecosystems; risks, security and resilience in networks; collaborative value creation and services; collaborative interactions and human-centered networks; skills and enabling technologies; collaborative healthcare and agile production; and AI, digital twins, and intelligent frameworks.
Observational Methodology In Sport Performance Key Elements
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Author : Claudio Alberto Casal
language : en
Publisher: Frontiers Media SA
Release Date : 2021-01-04
Observational Methodology In Sport Performance Key Elements written by Claudio Alberto Casal and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-04 with Science categories.