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Author: Filipe Manuel Clemente
Publisher: Springer
ISBN: 9783319258546
Category : Technology & Engineering
Languages : en
Pages : 0
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Book Description
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.
Author: Filipe Manuel Clemente
Publisher: Springer
ISBN: 9783319258546
Category : Technology & Engineering
Languages : en
Pages : 0
Get Book Here
Book Description
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.
Author: Marion E. Hambrick
Publisher: Cambridge Scholars Publishing
ISBN: 1527532127
Category : Social Science
Languages : en
Pages : 244
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Book Description
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.
Author: Filipe Manuel Clemente
Publisher: Springer
ISBN: 3319258559
Category : Technology & Engineering
Languages : en
Pages : 101
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Book Description
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.
Author: Frutuoso G. M. Silva
Publisher: Springer
ISBN: 331999753X
Category : Technology & Engineering
Languages : en
Pages : 85
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Book Description
This book introduces the ultimate performance analysis tool (uPATO) as a new software to compute social network metrics in the scope of team sports analysis. The reader will identify the algorithms to test the general properties of the team, the co-dependencies and the centrality levels of players, i.e. to evaluate the individual, sub-group, and team performance analysis. As uPATO tool implements the metrics for all options, namely for unweighted graphs, weighted graphs, unweighted digraphs and weighted digraphs, it is also useful for network analysis into other areas beyond team sports. The book assists the reader to compute the metrics and to use it in different scenarios.
Author: Stephen P Borgatti
Publisher: SAGE
ISBN: 1446290565
Category : Social Science
Languages : en
Pages : 368
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Book Description
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.
Author: Stephen Pryke
Publisher: John Wiley & Sons
ISBN: 111834393X
Category : Technology & Engineering
Languages : en
Pages : 304
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Book Description
The objective of the book is to make accessible the ways in whichsocial network analysis (SNA) may be used to observe, monitor andanalyse systems and relationships in major construction projectcoalitions. Although this has been an established analyticaltechnique in the US for some time, it is only now being developedin the UK. Having spent nearly two decades investigating major projectrelationships using SNA, the author has brought togethermathematical and sociological methods, and major projectrelationships in a manner that will inspire both academic interestand a desire to apply these concepts and techniques to liveconstruction projects. Case studies include projects from two ofthe UKs largest property developers, the UK Ministry of Defence anda County Council. SNA is innovative - but potentially inaccessible to projectmanagement analysts and practitioners. This book will provide clearand relevant explanation and illustration of the possibilities ofusing SNA in a major project environment. In addition to offering the potential; for sophisticatedretrospective analysis of a wide range of systems associated withconstruction and engineering project coalitions, the author looksat how we might apply the network analysis findings to the designand management of project and supply chain networks.
Author: Arnold Baca
Publisher: Springer Nature
ISBN: 3030993337
Category : Technology & Engineering
Languages : en
Pages : 188
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Book Description
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.
Author: Patrick Doreian
Publisher: Cambridge University Press
ISBN: 9780521840859
Category : Social Science
Languages : en
Pages : 410
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Book Description
This book provides an integrated treatment of generalized blockmodeling appropriate for the analysis network structures.
Author: Keith Davids
Publisher: Routledge
ISBN: 1136482156
Category : Medical
Languages : en
Pages : 366
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Book Description
Complex systems in nature are those with many interacting parts, all capable of influencing global system outcomes. There is a growing body of research that has modeled sport performance from a complexity sciences perspective, studying the behavior of individual athletes and sports teams as emergent phenomena which self-organise under interacting constraints. This book is the first to bring together experts studying complex systems in the context of sport from across the world to collate core theoretical ideas, current methodologies and existing data into one comprehensive resource. It offers new methods of analysis for investigating representative complex sport movements and actions at an individual and team level, exploring the application of methodologies from the complexity sciences in the context of sports performance and the organization of sport practice. Complex Systems in Sport is important reading for any advanced student or researcher working in sport and exercise science, sports coaching, kinesiology or human movement.
Author: Duarte Araújo
Publisher: Routledge
ISBN: 1000380157
Category : Medical
Languages : en
Pages : 220
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Book Description
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.
