Part of the What is..? series, this book is an introductory guide providing explanations of the nature of social network methods.
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.
Covers methods for the analysis of social networks and applies them to examples.
The Social Media Handbook explores how social media are changing disciplinary understandings of the internet and our everyday lives. In addition to person-to-person social networking services like Facebook and Twitter, this volume considers a broad range of networked information services that support in-depth social interaction, community formation, and collaboration in the Web 2.0 era. Rather than considering social media in terms of specific technologies, the chapters in this book engage topics across a range of research, techniques, practices, culture and society, and theories. These broader topics—including community, gender, fandom, disability, and journalism—are entryways through which students and faculty can explore ways of thinking about social media and find new paradigms for analysis. Contributors:Axel Bruns, Francesca Coppa, Katie Ellis, Gerard Goggin, Alexander Halavais, Andrew Herman, Jeremy Hunsinger, Angus Johnston, Alice Marwick, Safiya Umoja Noble, Zizi Papacharissi, Toni Sant, Theresa Senft
The educational world is increasingly dominated by 'network rhetoric'; not only are teachers and learners seen as participants in networks, the availability of low-cost electronic devices, collaborative environments and new forms of data 'born digital' have changed the nature of education research. How can researchers and research-informed practitioners best engage in and with networks and develop effective networking practices? How might networks and networking be conceptualized in order to frame and support their work in and on networks? How do networks relate to existing organizational forms and how might new networking practices emerge? This book draws on extensive research into educational research networks in schools, colleges and informal education settings to explore these questions. Carmichael combines theoretical insights into networks from different disciplinary backgrounds and awareness of technological developments, with the accounts of teachers, researchers, and technologists. He considers how educational research as a field is changing, how individual and collective research capacities might develop, identifies new research approaches and discusses the emerging role of the 'researcher-networker'.
This sparkling Handbook offers an unrivalled resource for those engaged in the cutting edge field of social network analysis. Systematically, it introduces readers to the key concepts, substantive topics, central methods and prime debates. Among the specific areas covered are: Network theory Interdisciplinary applications Online networks Corporate networks Lobbying networks Deviant networks Measuring devices Key Methodologies Software applications. The result is a peerless resource for teachers and students which offers a critical survey of the origins, basic issues and major debates. The Handbook provides a one-stop guide that will be used by readers for decades to come.
This book is the third of three volumes that illustrate the concept of social networks from a computational point of view. The book contains contributions from a international selection of world-class experts, with a specific focus on knowledge discovery and visualization of complex networks (the other two volumes review Tools, Perspectives, and Applications, and Security and Privacy in CSNs). Topics and features: presents the latest advances in CSNs, and illustrates how organizations can gain a competitive advantage from a better understanding of complex social networks; discusses the design and use of a wide range of computational tools and software for social network analysis; describes simulations of social networks, and the representation and analysis of social networks, highlighting methods for the data mining of CSNs; provides experience reports, survey articles, and intelligence techniques and theories relating to specific problems in network technology.
Winner of a 2013 CHOICE Outstanding Academic Title Award The third edition of a groundbreaking reference, The Human–Computer Interaction Handbook: Fundamentals, Evolving Technologies, and Emerging Applications raises the bar for handbooks in this field. It is the largest, most complete compilation of HCI theories, principles, advances, case studies, and more that exist within a single volume. The book captures the current and emerging sub-disciplines within HCI related to research, development, and practice that continue to advance at an astonishing rate. It features cutting-edge advances to the scientific knowledge base as well as visionary perspectives and developments that fundamentally transform the way in which researchers and practitioners view the discipline. New and Expanded Topics in the Third Edition: HCI and global sustainability HCI in health care Social networks and social media Enterprise social computing Role of HCI in e-Government Role of creativity and cognition in HCI Naturalistic approach to evaluation, persuasion, and globalization The chapter authors include experts from academia, industry, and government agencies from across the globe — all among the very best and most respected in their fields. The more than 80 tables, 400 figures, nearly 7,000 references, and four-page color insert combine to provide the single most comprehensive depiction of this field. Broad in scope, the book pays equal attention to the human side, the computer side, and the interaction of the two. This balanced, application-focused design coverage makes the book not only an excellent research guide but also an authoritative handbook for the practice of HCI and for education and training in HCI.
Workplace technology is evolving at an accelerated pace, driving innovation, productivity, and efficiency to exceedingly high levels. Businesses both small and large must keep up with these changes in order to compete effectively with fellow enterprises. The Handbook of Research on Enterprise 2.0: Technological, Social, and Organizational Dimensions collects the most recent developments in evaluating the technological, organizational, and social dimensions of modern business practices in order to better foster advances in information exchange and collaboration among networks of partners and customers. This crucial reference supports managers and business professionals, as well as members of academia, IT specialists, and network developers in enhancing business practices and obtaining competitive advantage.
In this book, leading methodologists address the issue of how effectively to apply the latest developments in social network analysis to behavioural and social science disciplines. Topics examined include: 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. The book also offers some statistical models for social support networks.
The need for a new method for assessment and imaging of families, couples, and individuals has emerged in response to changes in family forms during the twentieth century. In the twentieth century divorce, remarriage, out-of wedlock child bearing, and alternate life styles have replaced monogamy as predominant form of marriage and the family. The methods of representation and assessment on the other hand remain based on the nineteenth century eugenics models embedded in the modern day genograms. This book is based on the premise that changes in family structure require changes in methods of representation, assessment, research, and teaching. This book introduces such a method in the form of a model named the affinograph. The affinograph provides a method which allows a greater respect for individuals, especially if their relationships contradict the preconceived institutional notions of marriage and the family. Improvement in visualizing families of various types and complexities can make affinographs an important new method that can bring together the theory, research, and application across varied disciplines that comprise family sciences.
The contributors to this book explore the role and importance of qualitative, interpretist research in the dynamic field of enterprise. They establish the link between the innovative nature of small enterprise and the need to utilise research methodologies, which are themselves innovative. The book highlights the fact that enterprise research has the advantage of sufficient youth as a research discipline to permit a wide scope for new and innovative research studies. Probing this unexplored terrain therefore requires exploratory research methods supported by inductive research techniques. These methods and techniques are examined in detail: topics covered are diverse, ranging from a review of quantitative research methodologies and the integration of methodological philosophies and approaches; to the application of two novel analytical techniques. Convergent interviewing, action research, case research and marketing research for isolated SMEs are all also explored in depth. This book will provide academics, researchers and students with a cohesive body of material on the use of interpretist research techniques in all areas of enterprise research.
Social network analysis applications have experienced tremendous advances within the last few years due in part to increasing trends towards users interacting with each other on the internet. Social networks are organized as graphs, and the data on social networks takes on the form of massive streams, which are mined for a variety of purposes. Social Network Data Analytics covers an important niche in the social network analytics field. This edited volume, contributed by prominent researchers in this field, presents a wide selection of topics on social network data mining such as Structural Properties of Social Networks, Algorithms for Structural Discovery of Social Networks and Content Analysis in Social Networks. This book is also unique in focussing on the data analytical aspects of social networks in the internet scenario, rather than the traditional sociology-driven emphasis prevalent in the existing books, which do not focus on the unique data-intensive characteristics of online social networks. Emphasis is placed on simplifying the content so that students and practitioners benefit from this book. This book targets advanced level students and researchers concentrating on computer science as a secondary text or reference book. Data mining, database, information security, electronic commerce and machine learning professionals will find this book a valuable asset, as well as primary associations such as ACM, IEEE and Management Science.
Social movement studies have grown enormously in the last few decades, spreading from sociology and political science to other fields of knowledge, as varied as geography, history, anthropology, psychology, economics, law and others. With the growing interest in the field, there has been also an increasing need for methodological guidance for empirical research. This volume aims at addressing this need by introducing main methods of data collection and dataanalysis as they have been used in past research on social movements. The book emphasises a practical approach, presenting in each chapter specific discussions on the main steps of research using a certain method; from research design to data collection and the use of information. Indoing so, dilemmas and choices are presented, and illustrated within chapters following the same systemic approach.
Social networks are critical for the creation and consumption of music. This edited collection, Social Networks and Music Worlds, introduces students and scholars of music in society to the core concepts and tools of social network analysis. The collection showcases the use of these tools by sociologists, historians and musicologists, examining a variety of distinct 'music worlds', including post-punk, jazz, rap, folk, classical music, Ladyfest and the world of 'open mic' performances, on a number of different scales (local, national and international). In addition to their overarching Introduction, the editors offer a very clear and detailed introduction to the methodology of social network analysis for the uninitiated. The collection builds upon insights from canonic texts in the sociology of music, with the crucial innovation of examining musical network interaction via formal methods. With network analysis in the arts and humanities at an emergent stage, Social Networks and Music Worlds highlights its possibilities for non-scientists. Contributions hail from leading and emerging scholars who present social network graphs and data to represent different music worlds, locating individuals, resources and styles within them. The collection sits at the nexus of sociological, musicological and cultural studies traditions. Its range should ensure a large scholarly readership.
A comprehensive introduction to social network analysis that hones in on basic centrality measures, social links, subgroup analysis, data sources, and more Written by military, industry, and business professionals, this book introduces readers to social network analysis, the new and emerging topic that has recently become of significant use for industry, management, law enforcement, and military practitioners for identifying both vulnerabilities and opportunities in collaborative networked organizations. Focusing on models and methods for the analysis of organizational risk, Social Network Analysis with Applications provides easily accessible, yet comprehensive coverage of network basics, centrality measures, social link theory, subgroup analysis, relational algebra, data sources, and more. Examples of mathematical calculations and formulas for social network measures are also included. Along with practice problems and exercises, this easily accessible book covers: The basic concepts of networks, nodes, links, adjacency matrices, and graphs Mathematical calculations and exercises for centrality, the basic measures of degree, betweenness, closeness, and eigenvector centralities Graph-level measures, with a special focus on both the visual and numerical analysis of networks Matrix algebra, outlining basic concepts such as matrix addition, subtraction, multiplication, and transpose and inverse calculations in linear algebra that are useful for developing networks from relational data Meta-networks and relational algebra, social links, diffusion through networks, subgroup analysis, and more An excellent resource for practitioners in industry, management, law enforcement, and military intelligence who wish to learn and apply social network analysis to their respective fields, Social Network Analysis with Applications is also an ideal text for upper-level undergraduate and graduate level courses and workshops on the subject.
The Third Edition of this best-selling text has been fully revised and updated to include coverage of the many developments on social network analysis (SNA) over the last decade. Written in a clear and accessible style, the book introduces these topics to newcomers and non-specialists and gives sufficient detail for more advanced users of social network analysis. Throughout the book, key ideas are discussed in relation to the principal software programs available for SNA. The book provides a comprehensive overview of the field, outlining both its theoretical basis and its key techniques. Drawing from the core ideas of points, lines and paths, John Scott builds a framework of network analysis that covers such measures as density, centrality, clustering, centralisation, and spatialisation. He identifies the various types of clique, component, and circle into which networks are formed, and he outlines an approach to socially structured positions within networks. A completely new chapter in this edition discusses recent work on network dynamics and methods for studying change over time. A final chapter discusses approaches to network visualisation. This is an excellent resource for researchers across the social sciences and for students of social theory and research methods.
This book is nothing less than a complete and comprehensive survey of the state-of-the-art of terrorism informatics. It covers the application of advanced methodologies and information fusion and analysis. It also lays out techniques to acquire, integrate, process, analyze, and manage the diversity of terrorism-related information for international and homeland security-related applications. The book details three major areas of terrorism research: prevention, detection, and established governmental responses to terrorism. It systematically examines the current and ongoing research, including recent case studies and application of terrorism informatics techniques. The coverage then presents the critical and relevant social/technical areas to terrorism research including social, privacy, data confidentiality, and legal challenges.
Studying Social Networks provides a concise, comprehensive introduction to the process of empirical network research. Students and practitioners new to social research will find easily understandable learning goals, numerous examples, and helpful exercises all in one compact volume. The authors have integrated different disciplinary perspectives, while stressing the importance of substance-specific orientation while studying networks. Scholars will find Studying Social Networks a helpful tool not only for teaching, but also as a guide for their own empirical research.
The objective of the book is to make accessible the ways in which social network analysis (SNA) may be used to observe, monitor and analyse systems and relationships in major construction project coalitions. Although this has been an established analytical technique in the US for some time, it is only now being developed in the UK. Having spent nearly two decades investigating major project relationships using SNA, the author has brought together 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 UKs largest property developers, the UK Ministry of Defence and a County Council. SNA is innovative – but potentially inaccessible to project management analysts and practitioners. This book will provide 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, the author looks at how we might apply the network analysis findings to the design and management of project and supply chain networks.