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Social Network Analysis Applied To Team Sports Analysis
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Book Synopsis Social Network Analysis Applied to Team Sports Analysis by : Filipe Manuel Clemente
Download or read book Social Network Analysis Applied to Team Sports Analysis written by Filipe Manuel Clemente and published by Springer. This book was released on 2015-11-06 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Social Network Analysis in Sport Research by : Marion E. Hambrick
Download or read book Social Network Analysis in Sport Research written by Marion E. Hambrick and published by Cambridge Scholars Publishing. This book was released on 2019-03-27 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Ultimate Performance Analysis Tool (uPATO) by : Frutuoso G. M. Silva
Download or read book Ultimate Performance Analysis Tool (uPATO) written by Frutuoso G. M. Silva and published by Springer. This book was released on 2018-08-30 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Social Network Analysis by : Mohammad Gouse Galety
Download or read book Social Network Analysis written by Mohammad Gouse Galety and published by John Wiley & Sons. This book was released on 2022-05-24 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: SOCIAL NETWORK ANALYSIS As social media dominates our lives in increasing intensity, the need for developers to understand the theory and applications is ongoing as well. This book serves that purpose. Social network analysis is the solicitation of network science on social networks, and social occurrences are denoted and premeditated by data on coinciding pairs as the entities of opinion. The book features: Social network analysis from a computational perspective using python to show the significance of fundamental facets of network theory and the various metrics used to measure the social network. An understanding of network analysis and motivations to model phenomena as networks. Real-world networks established with human-related data frequently display social properties, i.e., patterns in the graph from which human behavioral patterns can be analyzed and extracted. Exemplifies information cascades that spread through an underlying social network to achieve widespread adoption. Network analysis that offers an appreciation method to health systems and services to illustrate, diagnose, and analyze networks in health systems. The social web has developed a significant social and interactive data source that pays exceptional attention to social science and humanities research. The benefits of artificial intelligence enable social media platforms to meet an increasing number of users and yield the biggest marketplace, thus helping social networking analysis distribute better customer understanding and aiding marketers to target the right customers. Audience The book will interest computer scientists, AI researchers, IT and software engineers, mathematicians.
Book Synopsis Theories of Communication Networks by : Peter R. Monge
Download or read book Theories of Communication Networks written by Peter R. Monge and published by Oxford University Press. This book was released on 2003-03-27 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: To date, most network research contains one or more of five major problems. First, it tends to be atheoretical, ignoring the various social theories that contain network implications. Second, it explores single levels of analysis rather than the multiple levels out of which most networks are comprised. Third, network analysis has employed very little the insights from contemporary complex systems analysis and computer simulations. Foruth, it typically uses descriptive rather than inferential statistics, thus robbing it of the ability to make claims about the larger universe of networks. Finally, almost all the research is static and cross-sectional rather than dynamic. Theories of Communication Networks presents solutions to all five problems. The authors develop a multitheoretical model that relates different social science theories with different network properties. This model is multilevel, providing a network decomposition that applies the various social theories to all network levels: individuals, dyads, triples, groups, and the entire network. The book then establishes a model from the perspective of complex adaptive systems and demonstrates how to use Blanche, an agent-based network computer simulation environment, to generate and test network theories and hypotheses. It presents recent developments in network statistical analysis, the p* family, which provides a basis for valid multilevel statistical inferences regarding networks. Finally, it shows how to relate communication networks to other networks, thus providing the basis in conjunction with computer simulations to study the emergence of dynamic organizational networks.
Book Synopsis Advances in Social Network Analysis by : Stanley Wasserman
Download or read book Advances in Social Network Analysis written by Stanley Wasserman and published by SAGE Publications. This book was released on 1994-07-27 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social network analysis, a method for analyzing relationships between social entities, has expanded over the last decade as new research has been done in this area. How can these new developments be applied effectively in the behavioral and social sciences disciplines? In Advances in Social Network Analysis, a team of leading methodologists in network analysis addresses this issue. They explore such topics as ways to specify the network contents to be studied, how to select the method for representing network structures, how social network analysis has been used to study interorganizational relations via the resource dependence model, how to use a contact matrix for studying the spread of disease in epidemiology, and how cohesion and structural equivalence network theories relate to studying social influence. It also offers statistical models for social support networks. Advances in Social Network Analysis is useful for researchers involved in general research methods and qualitative methods, and who are interested in psychology and sociology.
Book Synopsis Social Network Analysis by : John Scott
Download or read book Social Network Analysis written by John Scott and published by SAGE. This book was released on 2017-02-16 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Incorporating the most important and cutting-edge developments in the field, this bestselling text introduces newcomers to the key theories and techniques of social network analysis and guides more experienced analysts in their own research. New to This Edition: A chapter on data collection, covering a crucial phase of the research process Fully updated examples reiterate the continued importance of social network analysis in an increasingly interconnected world Detailed ‘Further Reading’ sections help you explore the wider literature Practical exercises including real-world examples of social networks enable you to apply your learning Expanded and brought right up-to-date, this classic text remains the indispensable guide to social network analysis for students, lecturers and researchers throughout the social sciences.
Book Synopsis Social Network Analysis of College and Professional Basketball by : Carol Ke Xu
Download or read book Social Network Analysis of College and Professional Basketball written by Carol Ke Xu and published by . This book was released on 2018 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social network analysis (SNA) allows us to quantify cooperative team sports such as basketball, and compare different passing patterns’ effects on a successful game. We analyzed games at both the college and professional level to identify common network metrics that predict a win. For both levels of competition, individual players who scored the most points per game were unlikely to also occupy the central position in their team’s network; however, we found opposite effects of out-degree centralization on college vs. professional basketball. Other factors that significantly increase chances of success at the professional level include a team’s total number of passes and level of reciprocity. These results may be used as a tool for coaching staff to improve their teams’ strategies in concrete, measurable ways, and help track the level of cooperation among their players more easily.
Book Synopsis Complex Systems in Sport by : Keith Davids
Download or read book Complex Systems in Sport written by Keith Davids and published by Routledge. This book was released on 2013-11-20 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Analyzing Social Networks by : Stephen P Borgatti
Download or read book Analyzing Social Networks written by Stephen P Borgatti and published by SAGE. This book was released on 2013-05-14 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Artificial Intelligence in Sport Performance Analysis by : Duarte Araújo
Download or read book Artificial Intelligence in Sport Performance Analysis written by Duarte Araújo and published by Routledge. This book was released on 2021-04-21 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Coaching for Human Development and Performance in Sports by : Rui Resende
Download or read book Coaching for Human Development and Performance in Sports written by Rui Resende and published by Springer Nature. This book was released on 2021-03-18 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses important topics of coaching in order to better understand what sports coaching is and the challenges that arise when assuming this activity. It provides the reader with useful insights to the field of sports coaching, and discusses topics such as coaching education, areas of intervention, and main challenges. With contributions by experts and well-known authors in the field, this volume presents an up-to-date picture of the scholarship in the coaching field. It introduces key aspects on the future of the science of coaching and provides coach educators, researchers, faculty, and students with new perspectives on topics within the field to help improve their coaching effectiveness.
Book Synopsis Observational Methodology in Sport: Performance Key Elements by : Claudio Alberto Casal
Download or read book Observational Methodology in Sport: Performance Key Elements written by Claudio Alberto Casal and published by Frontiers Media SA. This book was released on 2021-01-04 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Social Network Analysis in Construction by : Stephen Pryke
Download or read book Social Network Analysis in Construction written by Stephen Pryke and published by John Wiley & Sons. This book was released on 2012-07-23 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Network Analysis in Construction Increasingly demanding and knowledgeable clients in construction require an approach to project management that recognises both the important role played by the client in the definition of a project and the lack of certainty that large and/or complex projects present. Having identified the importance of managing relationships, both analysts and practitioners today need a sophisticated framework and methodology for observing systems and managing the complex relationships in major construction project coalitions. Social Network Analysis in Construction shows how social network analysis (SNA) can be used to observe, monitor and analyse systems and relationships. Although this has been an established analytical technique in the US for some time, it is only now being developed in the UK. Stephen Pryke spent nearly two decades investigating major project relationships using SNA and brings together here mathematical and sociological methods, and major project relationships in a manner that will inspire both academic interest and a desire to apply these concepts and techniques to live construction projects. Case studies include projects from two of the UK’s largest property developers – the UK Ministry of Defence, and a County Council. SNA is innovative – but potentially inaccessible to project management analysts and practitioners. The author provides clear and relevant explanation and illustration of the possibilities of using SNA in a major project environment. In addition to offering the potential for sophisticated retrospective analysis of a wide range of systems associated with construction and engineering project coalitions, he also looks at how we might apply the network analysis findings to the design and management of project and supply chain networks. Postgraduate students and academic researchers in Project Management and Construction Management, as well as practitioners from professional consultancies and project management companies will find here an excellent exposition of an often inaccessible subject.
Book Synopsis Models and Methods in Social Network Analysis by : Peter J. Carrington
Download or read book Models and Methods in Social Network Analysis written by Peter J. Carrington and published by Cambridge University Press. This book was released on 2005-02-07 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Models and Methods in Social Network Analysis, first published in 2005, presents the most important developments in quantitative models and methods for analyzing social network data that have appeared during the 1990s. Intended as a complement to Wasserman and Faust's Social Network Analysis: Methods and Applications, it is a collection of articles by leading methodologists reviewing advances in their particular areas of network methods. Reviewed are advances in network measurement, network sampling, the analysis of centrality, positional analysis or blockmodelling, the analysis of diffusion through networks, the analysis of affiliation or 'two-mode' networks, the theory of random graphs, dependence graphs, exponential families of random graphs, the analysis of longitudinal network data, graphical techniques for exploring network data, and software for the analysis of social networks.
Book Synopsis Sports Management as an Emerging Economic Activity by : Marta Peris-Ortiz
Download or read book Sports Management as an Emerging Economic Activity written by Marta Peris-Ortiz and published by Springer. This book was released on 2017-10-05 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the sports industry as a broad business and economic sector with an enormous influence on regional economic development. Covering topics such as sports economics, financing sports organizations, sustainability management in sports, sports tourism and doping among athletes, this book provides a timely collection of research and best practices in the areas of sports management and policy. Sports activity is a rapidly growing and evolving industry, offering numerous business opportunities--from the manufacturing of sporting equipment and activity at gyms and sports centers to revenue from sporting events and sport tourism. In order for the varied businesses across the sport industry, whether public or private, to be successful, proper management strategies and policies must be in place. This includes the knowledge of the industry, strategic planning, sector analysis, quality management and sustainable (economic and environmental) use of resources. Featuring case examples from several countries, including Spain, Turkey, Uruguay, Portugal, and Italy, this volume provides international perspectives on a wide spectrum of managerial issues across this dynamic industry.
Book Synopsis Computational Metrics for Soccer Analysis by : Filipe Manuel Clemente
Download or read book Computational Metrics for Soccer Analysis written by Filipe Manuel Clemente and published by Springer. This book was released on 2017-10-20 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an account of the use of computational tactical metrics in improving sports analysis, in particular the use of Global Positioning System (GPS) data in soccer. As well as offering a practical perspective on collective behavioural analysis, it introduces the computational metrics available in the literature that allow readers to identify collective behaviour and patterns of play in team sports. These metrics only require the bio-dimensional geo-referencing information from GPS or video-tracking systems to provide qualitative and quantitative information about the tactical behaviour of players and the inter-relationships between teammates and their opponents. Exercises, experimental cases and algorithms enable readers to fully comprehend how to compute these metrics, as well as introducing them to the ultimate performance analysis tool, which is the basis to run them on. The script to compute the metrics is presented in Python. The book is a valuable resource for professional analysts as well students and researchers in the field of sports analysis wanting to optimise the use of GPS trackers in soccer.
