Revealing Media Bias in News Articles

Revealing Media Bias in News Articles PDF Author: Felix Hamborg
Publisher: Springer Nature
ISBN: 3031176936
Category : Computers
Languages : en
Pages : 245

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Book Description
This open access book presents an interdisciplinary approach to reveal biases in English news articles reporting on a given political event. The approach named person-oriented framing analysis identifies the coverage’s different perspectives on the event by assessing how articles portray the persons involved in the event. In contrast to prior automated approaches, the identified frames are more meaningful and substantially present in person-oriented news coverage. The book is structured in seven chapters: Chapter 1 presents a few of the severe problems caused by slanted news coverage and identifies the research gap that motivated the research described in this thesis. Chapter 2 discusses manual analysis concepts and exemplary studies from the social sciences and automated approaches, mostly from computer science and computational linguistics, to analyze and reveal media bias. This way, it identifies the strengths and weaknesses of current approaches for identifying and revealing media bias. Chapter 3 discusses the solution design space to address the identified research gap and introduces person-oriented framing analysis (PFA), a new approach to identify substantial frames and to reveal slanted news coverage. Chapters 4 and 5 detail target concept analysis and frame identification, the first and second component of PFA. Chapter 5 also introduces the first large-scale dataset and a novel model for target-dependent sentiment classification (TSC) in the news domain. Eventually, Chapter 6 introduces Newsalyze, a prototype system to reveal biases to non-expert news consumers by using the PFA approach. In the end, Chapter 7 summarizes the thesis and discusses the strengths and weaknesses of the thesis to derive ideas for future research on media bias. This book mainly targets researchers and graduate students from computer science, computational linguistics, political science, and further social sciences who want to get an overview of the relevant state of the art in the other related disciplines and understand and tackle the issue of bias from a more effective, interdisciplinary viewpoint.

Revealing Media Bias in News Articles

Revealing Media Bias in News Articles PDF Author: Felix Hamborg
Publisher: Springer Nature
ISBN: 3031176936
Category : Computers
Languages : en
Pages : 245

Get Book Here

Book Description
This open access book presents an interdisciplinary approach to reveal biases in English news articles reporting on a given political event. The approach named person-oriented framing analysis identifies the coverage’s different perspectives on the event by assessing how articles portray the persons involved in the event. In contrast to prior automated approaches, the identified frames are more meaningful and substantially present in person-oriented news coverage. The book is structured in seven chapters: Chapter 1 presents a few of the severe problems caused by slanted news coverage and identifies the research gap that motivated the research described in this thesis. Chapter 2 discusses manual analysis concepts and exemplary studies from the social sciences and automated approaches, mostly from computer science and computational linguistics, to analyze and reveal media bias. This way, it identifies the strengths and weaknesses of current approaches for identifying and revealing media bias. Chapter 3 discusses the solution design space to address the identified research gap and introduces person-oriented framing analysis (PFA), a new approach to identify substantial frames and to reveal slanted news coverage. Chapters 4 and 5 detail target concept analysis and frame identification, the first and second component of PFA. Chapter 5 also introduces the first large-scale dataset and a novel model for target-dependent sentiment classification (TSC) in the news domain. Eventually, Chapter 6 introduces Newsalyze, a prototype system to reveal biases to non-expert news consumers by using the PFA approach. In the end, Chapter 7 summarizes the thesis and discusses the strengths and weaknesses of the thesis to derive ideas for future research on media bias. This book mainly targets researchers and graduate students from computer science, computational linguistics, political science, and further social sciences who want to get an overview of the relevant state of the art in the other related disciplines and understand and tackle the issue of bias from a more effective, interdisciplinary viewpoint.

Bias

Bias PDF Author: Bernard Goldberg
Publisher: Regnery Publishing
ISBN: 1621573117
Category : Political Science
Languages : en
Pages : 250

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Book Description
In his nearly thirty years at CBS News, Emmy Award–winner Bernard Goldberg earned a reputation as one of the preeminent reporters in the television news business. When he looked at his own industry, however, he saw that the media far too often ignored their primary mission: objective, disinterested reporting. Again and again he saw that they slanted the news to the left. For years Goldberg appealed to reporters, producers, and network executives for more balanced reporting, but no one listened. The liberal bias continued. In this classic number one New York Times bestseller, Goldberg blew the whistle on the news business, showing exactly how the media slant their coverage while insisting they’re just reporting the facts.

Press Bias and Politics

Press Bias and Politics PDF Author: Jim A. Kuypers
Publisher: Praeger
ISBN:
Category : Business & Economics
Languages : en
Pages : 324

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Book Description
Kuypers charts the potential effects the printed presses and broadcast media have upon the messages of political and social leaders when they discuss controversial issues. Examining over 800 press reports on race and homosexuality from 116 different newspapers, Kuypers meticulously documents a liberal political bias in mainstream news. This book asserts that such a bias hurts the democratic process by ignoring non-mainstream left positions and vilifying many moderate and most right-leaning positions, leaving only a narrow brand of liberal thought supported by the mainstream press. This book argues that the mainstream press in America is an anti-democratic institution. By comparatively analyzing press reports, as well as the events that occasioned the coverage, Kuypers paints a detailed picture of the politics of the American press. He advances four distinct reportorial practices that inject bias into reporting, offering perspectives of particular interest to scholars, students, and others involved with mass communication, journalism, and politics in the United States.

Left Turn

Left Turn PDF Author: Tim Groseclose
Publisher: Macmillan + ORM
ISBN: 1429987464
Category : Social Science
Languages : en
Pages : 305

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Book Description
A leading political scientist provides a rigorous and revealing analysis of liberal media bias: “I’m no conservative, but I loved Left Turn” (Steven Levitt, author of Freakonomics). Dr. Tim Groseclose, a professor of political science and economics at UCLA, has spent years constructing precise, quantitative measures of the slant of media outlets. He does this by measuring the political content of news, as a way to measure the PQ, or “political quotient” of voters and politicians. Among his conclusions are: (i) all mainstream media outlets have a liberal bias; and (ii) while some supposedly conservative outlets—such the Washington Times or Fox News’ Special Report—do lean right, their conservative bias is less than the liberal bias of most mainstream outlets. Groseclose contends that the general leftward bias of the media has shifted the PQ of the average American by about 20 points, on a scale of 100, the difference between the current political views of the average American, and the political views of the average resident of Orange County, California or Salt Lake County, Utah. With Left Turn readers can easily calculate their own PQ—to decide for themselves if the bias exists. This timely, much-needed study brings fact to this often overheated debate.

Digital Citizenship

Digital Citizenship PDF Author: Karen Mossberger
Publisher: MIT Press
ISBN: 0262633531
Category : Political Science
Languages : en
Pages : 235

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Book Description
This analysis of how the ability to participate in society online affects political and economic opportunity finds that technology use matters in wages and income and civic participation and voting. Just as education has promoted democracy and economic growth, the Internet has the potential to benefit society as a whole. Digital citizenship, or the ability to participate in society online, promotes social inclusion. But statistics show that significant segments of the population are still excluded from digital citizenship. The authors of this book define digital citizens as those who are online daily. By focusing on frequent use, they reconceptualize debates about the digital divide to include both the means and the skills to participate online. They offer new evidence (drawn from recent national opinion surveys and Current Population Surveys) that technology use matters for wages and income, and for civic engagement and voting. Digital Citizenship examines three aspects of participation in society online: economic opportunity, democratic participation, and inclusion in prevailing forms of communication. The authors find that Internet use at work increases wages, with less-educated and minority workers receiving the greatest benefit, and that Internet use is significantly related to political participation, especially among the young. The authors examine in detail the gaps in technological access among minorities and the poor and predict that this digital inequality is not likely to disappear in the near future. Public policy, they argue, must address educational and technological disparities if we are to achieve full participation and citizenship in the twenty-first century.

Encyclopedia of Political Communication

Encyclopedia of Political Communication PDF Author: Lynda Lee Kaid
Publisher: SAGE Publications
ISBN: 1452265623
Category : Language Arts & Disciplines
Languages : en
Pages : 1105

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Book Description
2008 Best Reference, Library Journal Political communication began with the earliest studies of democratic discourse by Aristotle and Plato. However, modern political communication relies on an interdisciplinary base, which draws on concepts from communication, political science, journalism, sociology, psychology, history, rhetoric, and others. This two-volume resource considers political communication from a broad interdisciplinary perspective, encompassing the many different roles that communication plays in political processes in the United States and around the world. The Encyclopedia of Political Communication discusses the major theoretical approaches to the field, including direct and limited effects theories, agenda-setting theories, sociological theories, framing and priming theories, and other past and present conceptualizations. With nearly 600 entries, this resource pays considerable attention to important political messages such as political speeches, televised political advertising, political posters and print advertising, televised political debates, and Internet sites. The audiences for political communications are also central, necessitating concentration on citizen reactions to political messages, how the general public and voters in democratic systems respond to political messages, and the effects of all types of media and message types. Key Features Encompasses several channels of political communication including interpersonal and public communication, radio, television, newspapers, and the World Wide Web Provides news media coverage and journalistic analysis of politics, political issues, political figures, and political institutions Concentrates on the field of political communication since the middle of the 20th century Emphasizes political communication from the point of view of the United States, but there is substantial and important research and scholarship on political communication in international contexts Considers the role of communication in governing, incorporating communication activities that influence the operation of executive, legislative, and judicial bodies, political parties, interest groups, political action committees, and other participants in political processes Key Themes Biographies Books, Films, Journals, Television Democracy, Democratization Education and Nonprofit Organizations Elections Government Operations and Institutions Legal and Regulatory Media Events Media Outlets and Programs Role of Media in Political Systems News Media Coverage of Politics, Political Affairs Theoretical Approaches Types of Political Media Political Attitudes Political Campaigns Political Events Political Groups and Organizations Political Issues Political Journalism Theoretical Concepts Women in Politics The Encyclopedia of Political Communication is designed for libraries, undergraduates, and members of the public with an interest in political affairs. Media and political professionals, as well as government officials, lobbyists, and participants in independent political organizations, will find these volumes useful in developing a better understanding of how the media and communication function in political settings.

What Liberal Media?

What Liberal Media? PDF Author: Joseph S. Nye
Publisher:
ISBN: 9780465001774
Category : Computers
Languages : en
Pages : 384

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Book Description
Argues that the nature of economic power has changed and that the U.S. must develop the will and the flexibility to regain its international leadership role.

Fake News

Fake News PDF Author: Melissa Zimdars
Publisher: MIT Press
ISBN: 0262538369
Category : Political Science
Languages : en
Pages : 413

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Book Description
New perspectives on the misinformation ecosystem that is the production and circulation of fake news. What is fake news? Is it an item on Breitbart, an article in The Onion, an outright falsehood disseminated via Russian bot, or a catchphrase used by a politician to discredit a story he doesn't like? This book examines the real fake news: the constant flow of purposefully crafted, sensational, emotionally charged, misleading or totally fabricated information that mimics the form of mainstream news. Rather than viewing fake news through a single lens, the book maps the various kinds of misinformation through several different disciplinary perspectives, taking into account the overlapping contexts of politics, technology, and journalism. The contributors consider topics including fake news as “disorganized” propaganda; folkloric falsehood in the “Pizzagate” conspiracy; native advertising as counterfeit news; the limitations of regulatory reform and technological solutionism; Reddit's enabling of fake news; the psychological mechanisms by which people make sense of information; and the evolution of fake news in America. A section on media hoaxes and satire features an oral history of and an interview with prankster-activists the Yes Men, famous for parodies that reveal hidden truths. Finally, contributors consider possible solutions to the complex problem of fake news—ways to mitigate its spread, to teach students to find factually accurate information, and to go beyond fact-checking. Contributors Mark Andrejevic, Benjamin Burroughs, Nicholas Bowman, Mark Brewin, Elizabeth Cohen, Colin Doty, Dan Faltesek, Johan Farkas, Cherian George, Tarleton Gillespie, Dawn R. Gilpin, Gina Giotta, Theodore Glasser, Amanda Ann Klein, Paul Levinson, Adrienne Massanari, Sophia A. McClennen, Kembrew McLeod, Panagiotis Takis Metaxas, Paul Mihailidis, Benjamin Peters, Whitney Phillips, Victor Pickard, Danielle Polage, Stephanie Ricker Schulte, Leslie-Jean Thornton, Anita Varma, Claire Wardle, Melissa Zimdars, Sheng Zou

Natural Language Processing and Information Systems

Natural Language Processing and Information Systems PDF Author: Amon Rapp
Publisher: Springer Nature
ISBN: 3031702395
Category :
Languages : en
Pages : 552

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Book Description


Political Propaganda, Advertising, and Public Relations: Emerging Research and Opportunities

Political Propaganda, Advertising, and Public Relations: Emerging Research and Opportunities PDF Author: Kavo?lu, Samet
Publisher: IGI Global
ISBN: 1799817369
Category : Business & Economics
Languages : en
Pages : 222

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Book Description
Public opinion is an important factor affecting the political decision-making process. In almost every community, the ones in power—no matter what type of political system is established—want to be aware of the ideas and opinions of the rules regarding policies that they have implemented. The factors that take part in the determination of public opinion must be explored further. Political Propaganda, Advertising, and Public Relations: Emerging Research and Opportunities is an essential reference source that discusses public opinion on policies as well as political communication activities. Featuring research on topics such as campaign management, branding, and political marketing, this book is ideally designed for campaign managers, social media mangers, government officials, advertisers, media consultants, public relations specialists, researchers, politicians, academicians, and students seeking coverage on current technological trends and political communication.