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Computational Analysis of Communication
Provides clear guidance on leveraging computational techniques to answer social science questions In disciplines such as political science, sociology, psychology, and media studies, the use of computational analysis is rapidly increasing. Statistical modeling, machine learning, and other computational techniques are revolutionizing the way electoral results are predicted, social sentiment is measured, consumer interest is evaluated, and much more. Computational Analysis of Communication teaches social science students and practitioners how computational methods can be used in a broad range of applications, providing discipline-relevant examples, clear explanations, and practical guidance. As...
Computational Methods for Communication Science
Computational Methods for Communication Science showcases the use of innovative computational methods in the study of communication. This book discusses the validity of using big data in communication science and showcases a number of new methods and applications in the fields of text and network analysis. Computational methods have the potential to greatly enhance the scientific study of communication because they allow us to move towards collaborative large-N studies of actual behavior in its social context. This requires us to develop new skills and infrastructure and meet the challenges of open, valid, reliable, and ethical "big data" research. This volume brings together a number of leading scholars in this emerging field, contributing to the increasing development and adaptation of computational methods in communication science. The chapters in this book were originally published as a special issue of the journal Communication Methods and Measures.
Political Conflict in Western Europe
What are the consequences of globalization for the structure of political conflicts in Western Europe? How are political conflicts organized and articulated in the twenty-first century? And how does the transformation of territorial boundaries affect the scope and content of political conflicts? This book sets out to answer these questions by analyzing the results of a study of national and European electoral campaigns, protest events and public debates in six West European countries. While the mobilization of the losers in the processes of globalization by new right populist parties is seen to be the driving force of the restructuring of West European politics, the book goes beyond party politics. It attempts to show how the cleavage coalitions that are shaping up under the impact of globalization extend to state actors, interest groups and social movement organizations, and how the new conflicts are framed by the various actors involved.
The Personalization of Politics in the European Union
The personalization of politics, whereby politicians increasingly become the main focus of political processes, is a prominent phenomenon in modern democracies that has received considerable scholarly attention in national politics. However, little is known about the scope, causes and consequences of personalization in European Union politics, although recent institutional and political developments suggest that such a trend is underway. This book sheds light onto this phenomenon by taking a comprehensive approach to understanding four key dimensions of personalization concerning institutions, media, politics, and citizens. In doing so, it relies on an innovative longitudinal and cross-count...
Semantic Network Analysis
This books describes a number of techniques that have been developed to facilitate Semantic Network Analysis. It describes techniques to automatically extract networks using co-occurrence, grammatical analysis, and sentiment analysis using machine learning. Additionally, it describes techniques to represent the extracted semantic networks and background knowledge about the actors and issues in the network, using Semantic Web techniques to deal with multiple issue categorisations and political roles and functions that shift over time. It shows how this combined network of message content and background knowledge can be queried and visualized to make it easy to answer a variety of research questions. Finally, this book describes the AmCAT infrastructure and iNet coding program for that have been developed to facilitate managing large automatic and manual content analysis projects.
The Semantic Web: Research and Applications
This book constitutes the refereed proceedings of the 4th European Semantic Web Conference, ESWC 2007, held in Innsbruck, Austria, in June 2007. Coverage includes semantic Web services, ontology learning, inference and mapping, social semantic Web, ontologies, personalization, foundations of the semantic Web, natural languages and ontologies, and querying and Web data models.
White Backlash
White Backlash provides an authoritative assessment of how immigration is reshaping the politics of the nation. Using an array of data and analysis, Marisa Abrajano and Zoltan Hajnal show that fears about immigration fundamentally influence white Americans' core political identities, policy preferences, and electoral choices, and that these concerns are at the heart of a large-scale defection of whites from the Democratic to the Republican Party. Abrajano and Hajnal demonstrate that this political backlash has disquieting implications for the future of race relations in America. White Americans' concerns about Latinos and immigration have led to support for policies that are less generous an...
Structure, Content and Meaning of Organizational Networks
This volume explores recent advances in network research, strengthening theorizing on social structures and meaning in and between organizational networks. The volume will interest researchers seeking to explain organizational phenomena through the analysis of communications and information from archival/secondary electronic sources.
The World According To Israeli Newspapers
Since its outbreak, the Israeli-Palestinian conflict has been shaped by international involvement. These external engagements in the conflict are primarily transmitted to Jewish Israelis through the Israeli mass media. These media portrayals shape not only perceptions of the “global” attitudes towards the conflict, but in so doing they also influence and legitimize domestic political debates and decisions. This research is guided by the question how Israeli newspapers represent international involvement in the Israeli-Palestinian conflict. How is the involvement contextualized and how qualified? Do societal constructs and beliefs shape the media representations and if so, in which manner? Do media representations differ in times of crisis and routine? Margret Müller explores these questions in a content analysis of the four general daily Israeli newspapers’ media coverage during the Gaza flotilla raid 2010.
Computational Political Communication
The challenge of disentangling political communication processes and their effects has grown with the complexity of the new political information environment. But so have scientists’ toolsets and capacities to better study and understand them. This edited volume focuses on the use of Computational Communication Science (CCS) to address key questions in political communication, highlighting methodological innovations and the theoretical, practical, and institutional challenges in the field. Topics include clickbaiting, propaganda, political polarization, and media framing. The book starts by mapping the challenges and opportunities of data collection and analysis, focusing on computational ...
