Link prediction is required to understand the evolutionary theory of computing for different social networks. However, the stochastic growth of the social network leads to various challenges in identifying hidden links, such as representation of graph, distinction between spurious and missing links, selection of link prediction techniques comprised of network features, and identification of network types. Hidden Link Prediction in Stochastic Social Networks concentrates on the foremost techniques of hidden link predictions in stochastic social networks including methods and approaches that involve similarity index techniques, matrix factorization, reinforcement, models, and graph representations and community detections. The book also includes miscellaneous methods of different modalities in deep learning, agent-driven AI techniques, and automata-driven systems and will improve the understanding and development of automated machine learning systems for supervised, unsupervised, and recommendation-driven learning systems. It is intended for use by data scientists, technology developers, professionals, students, and researchers.

Social media has emerged as a powerful tool that reaches a wide audience with minimum time and effort. It has a diverse role in society and human life and can boost the visibility of information that allows citizens the ability to play a vital role in creating and fostering social change. This practice can have both positive and negative consequences on society. Examining the Roles of IT and Social Media in Democratic Development and Social Change is a collection of innovative research on the methods and applications of social media within community development and democracy. While highlighting topics including information capitalism, ethical issues, and e-governance, this book is ideally designed for social workers, politicians, public administrators, sociologists, journalists, policymakers, government administrators, academicians, researchers, and students seeking current research on social advancement and change through social media and technology.

Media plays a specific role within modern society. It has been and continues to be a tool for spreading terrorist messages. However, it can just as easily be used as a tool for countering terrorism. During these challenging times where both international and domestic terrorism continue to threaten the livelihoods of citizens, it is imperative that studies are undertaken to examine the media's role in the spread of terrorism, as well as to explore strategies and protocols that can be put in place to mitigate the spread. Media and Terrorism in the 21st Century presents the emerging ideas and insights from experts, academicians, and professionals on the role media and new media plays in terrorist propaganda from a critical international perspective. It examines the historical relation between media and terror and analyzes the difficulties and obstacles presented by the relation in the 21st century. Covering topics such as AI-based dataveillance, media development trends, and virtual terrorism, this book is an indispensable resource for government officials, communications experts, politicians, security professionals, sociologists, students and educators of higher education, researchers, and academicians.

Trust in Contemporary Society, by well-known trust researchers, deals with conceptual, theoretical and social interaction analyses, historical data on societies, national surveys or cross-national comparative studies, and methodological issues related to trust. The authors are from a variety of disciplines: psychology, sociology, political science, organizational studies, history, and philosophy, and from Britain, the United States, the Czech Republic, the Netherlands, Australia, Germany, and Japan. They bring their vast knowledge from different historical and cultural backgrounds to illuminate contemporary issues of trust and distrust. The socio-cultural perspective of trust is important and increasingly acknowledged as central to trust research. Accordingly, future directions for comparative trust research are also discussed. Contributors include: Jack Barbalet, John Brehm, Geoffrey Hosking, Robert Marsh, Barbara A. Misztal, Guido Moellering, Bart Nooteboom, Ken J. Rotenberg, Jiri Safr, Masamichi Sasaki, Meg Savel, Marketa Sedlackova, Joerg Sydow, Piotr Sztompka.

Popular interest in empathy has surged in the past two decades. Research on its origins, uses and development is on the rise, and empathy is increasingly referenced across a wide range of sectors - from business to education. While there is widespread consensus about the value of empathy, however, its supposed stable nature and offerings remain insufficiently examined. By critically exploring different perspectives and aspects of empathy in distinct contexts, Exploring Empathy aims to generate deeper reflection about what is at stake in discussions and practices of empathy in the 21st century. Ten contributors representing seven disciplines and five world regions contribute to this dialogical volume about empathy, its offerings, limitations and potentialities for society. By deepening our understanding of empathy in all its complexity, this volume broadens the debate about both the role of empathy in society, and effective ways to invoke it for the benefit of all.

Fashion is an integral part of popular culture, closely intertwined with tales, magazines, photography, cinema, television, music and sports...up to the emergence of dedicated exhibitions and museums. Fashion is undergoing a major digital transformation: garments and apparels are presented and sold online, and fashion trends and styles are launched, discussed and negotiated mainly in the digital arena. While going well beyond national and linguistic borders, digital fashion communication requires further cultural sensitivity: otherwise, it might ignite inter-cultural misunderstandings and communication crises. This book presents the recent transformation of fashion from being a Cinderella to becoming a major cultural attractor and academic research subject, as well as the implications of its digital transformation. Through several cases, it documents intercultural communication crises and provides strategies to interpret and prevent them.

Quality assurance is an essential aspect for ensuring the success of corporations worldwide. Consistent quality requirements across organizations of similar types ensure that these requirements can be accurately and easily evaluated. Shaping the Future Through Standardization is an essential scholarly book that examines quality and standardization within diverse organizations globally with a special focus on future perspectives, including how standards and standardization may shape the future. Featuring a wide range of topics such as economics, pedagogy, and management, this book is ideal for academicians, researchers, decision makers, policymakers, managers, corporate professionals, and students.

Which Evidence-Based Practice Should I Use? A Social Worker's Handbook for Decision Making provides readers with a step-by-step guide for applying the original evidence-based practice (EBP) model to carefully select interventions from the research base for individual clients. Readers learn how to obtain and integrate information from three key components-the best available evidence; clinical expertise; and the client's characteristics, values, and preferences-to support their choice of an effective intervention for the client. The text employs problem-based learning and case method approaches to teach readers how to access intervention literature; how to evaluate what is "best evidence"; what the research endeavor represents and who it excludes; how to rely on the expertise of the practitioner community; and how to consider the client's view of the problem. Ultimately, readers are guided to select an EBP for a client and write a case paper that articulates the steps they took and the reasoning for their selection. Filled with brief lectures, reflection questions, activities, and case examples, Which Evidence-Based Practice Should I Use? is an ideal text for social work practice and research courses and for mental health practitioners who wish to sharpen their skills for using the evidence base.

Embodied inquiry is the process of using embodied approaches in order to study, explore or investigate a topic. But what does it actually mean to be 'embodied'? This book explores why and how we use our bodies in order to research, what an embodied approach brings to a research project, and the kinds of considerations that need to be taken into account to research in this way. We all have bodies, feelings, emotions and experiences that affect the questions we are interested in, the ways in which we choose to approach finding out the answers to those questions, and the patterns we see in the data we gather as a result. Embodied Inquiry foregrounds these questions of positionality and reflexivity in research. It considers how a project or study may be designed to take these into account and why multimodal and creative approaches to research may be used to capture embodied experiences. The book offers insights into how to analyse the types of data emerging from embodied inquiries, and the ethical considerations that are important to consider. Accounting for the interdisciplinary nature of the field, this book has been written to be a concise primer into Embodied Inquiry for research students, scholars and practitioners alike.

Political debates have reached unprecedented levels of interest around the globe as more individuals begin to comprehend government proceedings and discourse. Utilizing this knowledge, individuals are becoming attentive to political language, but they lack information on the motivation behind it. Argumentation and Appraisal in Parliamentary Discourse seeks to interrogate the argumentation practices and appraisal forms realized in parliamentary discourse on various topics. While highlighting topics that include legislative immunity, political rivalry, and language evolution, it features crucial discourse-pragmatic research on parliamentary proceedings from various parliamentary settings. This book is recommended for linguists, politicians, professionals, and researchers working in the fields of discourse analysis, linguistics, politics, communication sciences, sociology, and conversational analysis.

Changing practices and perceptions of parenthood and family life have long been the subject of intense public, political and academic attention. Recent years have seen growing interest in the role digital media and technologies can play in these shifts, yet this topic has been under-explored from a discourse analytical perspective. In response, this book's investigation of everyday parenting, family practices and digital media offers a new and innovative exploration of the relationship between parenting, family practices, and digitally mediated connection. This investigation is based on extensive digital and interview data from research with nine UK-based single and/or lesbian, gay or bisexual parents who brought children into their lives in non-traditional ways, for example through donor conception, surrogacy or adoption. Through a novel approach that combines constructivist grounded theory with mediated discourse analysis, this book examines connected family lives and practices in a way that transcends the limiting social, biological and legal structures that still dominate concepts of family in contemporary society.

Spatial Regression Analysis Using Eigenvector Spatial Filtering provides theoretical foundations and guides practical implementation of the Moran eigenvector spatial filtering (MESF) technique. MESF is a novel and powerful spatial statistical methodology that allows spatial scientists to account for spatial autocorrelation in their georeferenced data analyses. Its appeal is in its simplicity, yet its implementation drawbacks include serious complexities associated with constructing an eigenvector spatial filter. This book discusses MESF specifications for various intermediate-level topics, including spatially varying coefficients models, (non) linear mixed models, local spatial autocorrelation, space-time models, and spatial interaction models. Spatial Regression Analysis Using Eigenvector Spatial Filtering is accompanied by sample R codes and a Windows application with illustrative datasets so that readers can replicate the examples in the book and apply the methodology to their own application projects. It also includes a Foreword by Pierre Legendre.

This book examines the question of what we mean when we talk about life, revealing new insights into what life is, what it does, and why it matters. Jenell Johnson studies arguments on behalf of life-not just of the human or animal variety, but all life. She considers, for example, the Standing Rock Sioux tribe's fight for water, deep ecologists' Earth First! activism, the Voluntary Human Extinction Movement, and astrophysicists' positions on Martian microbes. What she reveals is that this advocacy-vital advocacy-expands our view of what counts as life and shows us what it would mean for the moral standing of human life to be extended to life itself. Including short interviews with celebrated ecological writer Dorion Sagan, former NASA Planetary Protection Officer Catharine Conley, and leading figure in Indigenous and environmental studies Kyle Whyte, Every Living Thing provides a capacious view of life in the natural world. This book is a must-read for anyone interested in biodiversity, bioethics, and the environment.