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…mehr
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.
1) Frutuoso G. M. Silva is Assistant Professor at the Department of Computer Science at UBI and leader of the Regain group of Instituto de Telecomunicações (IT), Portugal. His research interests include geometric modeling, augmented reality, and computer games. Quoc Trong Nguyen is a PhD student and researcher at the Instituto de Telecomunicacões, Universidade da Beira Interior, Covilhã, Portugal. His research interests include geometric computing, point-based graphics, and visualization. Acácio F. P. P. Correia has recently finished a Master's Degree in Computer Science and Engineering, at the Universidade da Beira Interior. His professional interests include procedural generation, artificial intelligence, natural language processing, cryptography and video game development. Filipe Manuel Clemente is Assistant Professor at the Instituto Politécnico de Viana do Castelo and researcher in Instituto de Telecomunicações, Delegação da Covilhã (Portugal). He has conducted studies in performance analysis, match analysis, computational tactical metrics, network analysis applied to team sports analysis, small-sided and conditioned games, physical activity and health and sports medicine. Fernando Manuel Lourenço Martins is the Scientific Coordinator of Applied Mathematics group in Instituto de Telecomunicações, Delegação da Covilhã, Portugal and Professor and Course Director of Basic Education in Instituto Politécnico de Coimbra. His research interests include advances in network analysis applied to team sports and assessment of inter-actions between children, statistical analysis in team sports and mathematical and statistical knowledge for teaching.
Inhaltsangabe
Introduction.- Social Network Analysis: Concepts and definitions.- Observational tools to collect data in team sports.- Micro Levels of analysis: P
layer's centralities in the team.- Meso Level of analysis:Subgroups in Teams.- Macro Levels of analysis: Network of the team.- Argentina'sNetwork Analysis in FIFA World Cup 2014: A case study.
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Introduction.- Social Network Analysis: Concepts and definitions.- Observational tools to collect data in team sports.- Micro Levels of analysis: P
layer's centralities in the team.- Meso Level of analysis:Subgroups in Teams.- Macro Levels of analysis: Network of the team.- Argentina'sNetwork Analysis in FIFA World Cup 2014: A case study.
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