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.

Aestheticization of evil is a frequently used formula in cinema and television. However, the representation of evil as an aesthetic object pushes it out of morality. Moral judgments can be pushed aside when evil is aestheticized in movies or TV series because there is no real victim. Thus, situations such as murder or war can become a source of aesthetic pleasure. Narratives in cinema and television can sometimes be based on a simple good-evil dichotomy and sometimes they can be based on individual or social experiences of evil and follow a more complicated method. Despite the various ways evil is depicted, it is a moral framework in film and television that must be researched to study the implications of aestheticized evil on human nature and society. International Perspectives on Rethinking Evil in Film and Television examines the changing representations of evil on screen in the context of the commonness, normalization, aestheticization, marginalization, legitimization, or popularity of evil. The chapters provide an international perspective of the representations of evil through an exploration of the evil tales or villains in cinema and television. Through looking at these programs, this book highlights topics such as the philosophy of good and evil, the portrayal of heroes and villains, the appeal of evil, and evil's correspondence with gender and violence. This book is ideal for sociologists, professionals, researchers and students working or studying in the field of cinema and television and practitioners, academicians, and anyone interested in the portrayal and aestheticization of evil in international film and television.

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.

Education, the production of knowledge, identity formation, and ideological hegemony are inextricably linked in early modern and modern Korea. This study examines the production and consumption of knowledge by a multitude of actors and across languages, texts, and disciplines to analyze the formulation, contestation, and negotiation of knowledge. The production and dissemination of knowledge become sites for contestation and struggle-sometimes overlapping, at other times competing-resulting in a shift from a focus on state power and its control over knowledge and discourse to an analysis of local processes of knowledge production and the roles local actors play in them. Contributors are Daniel Pieper, W. Scott Wells, Yong-Jin Hahn, Furukawa Noriko, Lim Sang Seok, Kokubu Mari, Mark Caprio, Deborah Solomon, and Yoonmi Lee.

The eighth edition of The Dynamics of Persuasion again guides readers in understanding the power and limits of persuasion in contemporary society. This edition continues its accessible and detailed illustration of the theoretical underpinnings of persuasive communication through contemporary and relevant examples of persuasion in action. It features coverage of new scholarship on misinformation, health communication, and persuasion effects, including careful attention to persuasion's role in the Covid-19 pandemic. Important issues such as racial injustice, climate change, and barriers to persuading the politically and psychologically polarized also receive a fresh examination. The book brings together classic terms and approaches from earlier editions with new global developments to help readers adopt a more thoughtful perspective on persuasion. The eighth edition is an essential resource for courses in persuasion at the undergraduate and graduate levels within communication studies, psychology, and business programs. Online resources also accompany the text: an Instructor Manual that contains sample syllabi, key terms, chapter outlines, sample discussion questions, and links to relevant news articles and other online resources such as videos; Lecture Slides; and a Testbank. Please visit: www.routledge.com/9781032268187.

The mass production and diversification of media have accelerated the development of popular culture. This has started a new trend in consumerism of desiring new consumption objects and devaluing those consumption objects once acquired, thus creating a constant demand for new items. Pop culture now canalizes consumerism both with advertising and the marketing of consumerist lifestyles, which are disseminated in the mass media. The Handbook of Research on Consumption, Media, and Popular Culture in the Global Age discusses interdisciplinary perspectives on media influence and consumer impacts in a globalizing world due to modern communication technology. Featuring research on topics such as consumer culture, communication ethics, and social media, this book is ideally designed for managers, marketers, researchers, academicians, and students.

As media becomes more readily available in the digital age, it also becomes more vulnerable to tampering and manipulation, making techniques for verifying reliable news and media sources essential. Understanding online technologies' role in shaping the media environment allows for insight into the correlations between the rapidly transforming media landscape and its unwanted effect on news and content tampering. Cross-Media Authentication and Verification: Emerging Research and Opportunities is a collection of innovative research on the methods and applications of verifying the newsgathering and publishing process. While highlighting topics including human authentication, information evaluation, and tampered content, this book is ideally designed for researchers, students, publishers, and academicians seeking current research on media authenticity and misinformation.

How to Critique Authoritarian Populism: Methodologies of the Frankfurt School offers a comprehensive introduction to the techniques used by the early Frankfurt School to study and combat authoritarianism and authoritarian populism. In recent years there has been a resurgence of interest in the writings of the early Frankfurt School, at the same time as authoritarian populist movements are resurging in Europe and the Americas. This volume shows why and how Frankfurt School methodologies can and should be used to address the rise of authoritarianism today. Critical theory scholars are assembled from a variety of disciplines to discuss Frankfurt School approaches to dialectical philosophy, psychoanalytic theory, human subjects research, discourse analysis and media studies. Contributors include: Robert J. Antonio, Stefanie Baumann, Christopher Craig Brittain, Dustin J. Byrd, Mariana Caldas Pinto Ferreira, Panayota Gounari, Peter-Erwin Jansen, Imaculada Kangussu, Douglas Kellner, Dan Krier, Lauren Langman, Claudia Leeb, Gregory Joseph Menillo, Jeremiah Morelock, Felipe Ziotti Narita, Michael R. Ott, Charles Reitz, Avery Schatz, Rudolf J. Siebert, William M. Sipling, David Norman Smith, Daniel Sullivan, and AK Thompson.

This book is a collection of essays highlighting different disciplinary, topical, and practical approaches to the study of kink and popular culture. The volume is written by both academics and practitioners, bringing the essays a special perspective not seen in other volumes. Essays included examine everything from Nina Hartley fan letters to kink shibari witches to kink tourism in a South African prison. The focus is not just on kink as a sexual practice, but on kink as a subculture, as a way of living, and as a way of seeing popular culture in new and interesting ways.

In The Anti-Heroine on Contemporary Television: Transgressive Women, Molly Brost explores the various applications and definitions of the term anti-heroine, showing that it has been applied to a wide variety of female characters on television that have little in common beyond their failure to behave in morally "correct" and traditionally feminine ways. Rather than dismiss the term altogether, Brost employs the term to examine what types of behaviors and characteristics cause female characters to be labeled anti-heroines, how those qualities and behaviors differ from those that cause men to be labeled anti-heroes, and how the label reflects society's attitudes toward and beliefs about women. Using popular television series such as Jessica Jones, Scandal, and The Good Place, Brost acknowledges the problematic nature of the term anti-heroine and uses it as a starting point to study the complex women on television, analyzing how the broadening spectrum of character types has allowed more nuanced portrayals of women's lives on television.

This book presents an overview of political communication in the Republic of Ireland from a multiplicity of perspectives and sources. It brings together academics and practitioners to examine the development and current shape of political communication in modern Ireland. It also examines what the future holds for political communication in an increasingly gatekeeper-free media landscape. The field of political communication, where journalists, public relations professionals and politicians intersect and interact, has always been a highly contested one fuelled by suspicion, mutual dependence and fraught relationships. While politicians need the media they remain highly suspicious of journalists. While journalists remain wary of politicians, they need access to them for information. For most of the time, what emerges is a relatively stable relationship of mutual dependence with the boundaries policed by public relation professions. However, every so often, in times of political crisis or upheaval, this relationship gives way to a near free-for-all. Politicians, spokespersons and sometimes even journalists, become fair game in the battle for public accountability and support. The determination of public relations professions to avoid this and keep the relationship based on mutual dependence has become a central component of modern statecraft and systems of governance. The need to keep politicians and the media 'on message' and use the media to inform, shape and manage public discourse has become central to the workings of government, opposition and interest groups. On the other hand, the packaging of politics has potentially troublesome implications for the democratic process. In the era of the instant news cycle, new technologies and constant opinion polling, just where does information end and misinformation begin? With millions being spent annually on advisors and 'spin-doctors', just where does media access end and media manipulation begin?

Fifty years after Algerian independence, the legacy of France's Algerian past, and the ongoing complexities of the Franco-Algerian relationship, remain a key preoccupation in both countries. A central role in shaping understanding of their shared past and present is played by visual culture. This study investigates how relations between France and Algeria have been represented and contested through visual means since the outbreak of the Algerian War in 1954. It probes the contours of colonial and postcolonial visual culture in both countries, highlighting the important roles played by still and moving images when Franco-Algerian relations are imagined. Analysing a wide range of images made on both sides of the Mediterranean - from colonial picture postcards of French Algeria to contemporary representations of postcolonial Algiers - this new book is the first to trace the circulation of, and connections between, a diverse range of images and media within this field of visual culture. It shows how the visual representation of Franco-Algerian links informs our understanding both of the lived experience of postcoloniality within Europe and the Maghreb, and of wider contemporary geopolitics.

The News Untold offers an important new perspective on media narratives about poverty in Appalachia. It focuses on how small-town reporters and editors in some of the region's poorest communities decide what aspects of poverty are news, how their audiences interpret those decisions, and how those two related processes help shape broader understandings of economic need and local social responsibility. Focusing on patterns of both media creation and consumption, The News Untold shows how a lack of constructive news coverage of economic need can make it harder for the poor to voice their concerns. Critical and inclusive news coverage of poverty at the local level, Michael Clay Carey writes, can help communities start to look past old stereotypes and attitudes and encourage solutions that incorporate broader sets of community voices. Such an effort will require journalists and community leaders to reexamine some of the professional traditions and social views that often shape what news looks like in small towns.

Israeli television, currently celebrating fifty years of broadcasting, has become one of the most important content sources on the international TV drama market, when serials such as Homeland, Hostages, Fauda, Zaguory Empire and In Treatment were bought by international networks, HBO included. Offering both a textual reading and discourse analysis of contemporary Israeli television dramas, Itay Harlap adopts a case study approach in order to address production, reception and technological developments in its accounts. His premise is that the meeting point between social trends within Israeli society (primarily the rise of opposition groups to the hegemony of the Zionist-Jewish-masculine-Ashkenazi ideologies) and major changes in the medium in Israel (which are comparable to international changes that have been titled "post-TV"), led to the creation of television dramas characterized by controversial themes and complex narratives, which present identities in ways never seen before on television or in other Israeli mediums.

Critically analyzes the discursive relationship between cultural value and popular feminism in American television. While American television has long relied on a strategic foregrounding of feminist politics to promote certain programming's cultural value, Woman Up: Invoking Feminism in Quality Television is the first sustained critical analysis of the twenty-first-century resurgence of this tradition. In Woman Up, Julia Havas's central argument is that postmillennial "feminist quality television" springs from a rhetorical subversion of the (much-debated) masculine-coded "quality television"culture on the one hand and the dominance of postfeminist popular culture on the other. Postmillennial quality television culture promotes the idea of aesthetic-generic hierarchies among different types of scripted programming. Its development has facilitated evaluative academic analyses of television texts based on aesthetic merit, producing a corpus of scholarship devoted to pinpointing where value resides in shows considered worthy of discussion. Other strands of television scholarship have criticized this approach for sidestepping the gendered and classed processes of canonization informing the phenomenon. Woman Up intervenes in this debate by reevaluating such approaches and insisting that rather than further fostering or critiquing already prominent processes of canonization, there is a need to interrogate the cultural forces underlying them. Via detailed analyses of four TV programs emerging in the early period of the "feminist quality TV" trend-30 Rock (2006-13), Parks and Recreation (2009-15), The Good Wife (2009-16), and Orange Is the New Black (2013-19)-Woman Up demonstrates that such series mediate their cultural significance by combining formal aesthetic exceptionalism and a politicized rhetoric around a "problematic" postfeminism, thus linking ideals of political and aesthetic value. Woman Up will most appeal to students and scholars of cinema and media studies, feminist media studies, television studies, and cultural studies.