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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.
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 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...
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 New Entrepreneurial Advocacy
This book looks at one form of business elite activity that has thus far received little attention, despite the high-profile political efforts of billionaire businesspeople including Bill Gates, Elon Musk, and Mark Zuckerberg: a phenomenon that Darren R. Halpin and Anthony J. Nownes call new entrepreneurial advocacy. While previous studies focus on a cross section of either the wealthiest Americans or the largest firms in the United States, this book takes a deep-dive into the political activities of a single, yet pivotal, cohort--the founders and CEOs of Silicon Valley firms. Leveraging a vast range of unique datasets, from political donations and lobbying to philanthropic giving and social media commentary, this book examines the role of this important set of elites in contemporary American political life.
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.
Language Acquisition and Development
This edited collection contains 34 papers originally presented at the Generative Approaches to Language Acquisition (GALA) conference in 2013, held in Oldenburg, Germany. It represents theoretically guided, high quality work, and provides impressive insights into state-of-the-art research in the fields of first and second language acquisition and developmental impairments. The studies brought together here cover a wide variety of different (mainly European) languages, focusing on the areas of phonology, morpho-syntax, semantics, pragmatics, and their interfaces. Since their first publication, the proceedings of GALA have become an invaluable reference for cutting-edge research in First and Second Language Acquisition and its impairments – and this volume continues that tradition.
Digital Humanities and Research Methods in Religious Studies
This volume provides practical, but provocative, case studies of exemplary projects that apply digital technology or methods to the study of religion. An introduction and 16 essays are organized by the kinds of sources digital humanities scholars use – texts, images, and places – with a final section on the professional and pedagogical issues digital scholarship raises for the study of religion.
Data Visualization in Enlightenment Literature and Culture
Data Visualization in Enlightenment Literature and Culture explores the new interpretive possibilities offered by using data visualization in eighteenth-century studies. Such visualizations include tabulations, charts, k-means clustering, topic modeling, network graphs, data mapping, and/or other illustrations of patterns of social or intellectual exchange. The contributions to this collection present groundbreaking research of texts and/or cultural trends emerging from data mined from existing databases and other aggregates of sources. Describing both small and large digital projects by scholars in visual arts, history, musicology, and literary studies, this collection addresses the benefits and challenges of employing digital tools, as well as their potential use in the classroom. Chapters 1, 3, 8 and 10 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
