Detecting Fake News On Social Media

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Detecting Fake News on Social Media

Author : Kai Shu
Publisher : Springer Nature
ISBN 13 : 3031019156
Total Pages : 121 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Detecting Fake News on Social Media by : Kai Shu

Download or read book Detecting Fake News on Social Media written by Kai Shu and published by Springer Nature. This book was released on 2022-05-31 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. However, social media also enables the wide propagation of "fake news," i.e., news with intentionally false information. Fake news on social media can have significant negative societal effects. Therefore, fake news detection on social media has recently become an emerging research area that is attracting tremendous attention. This book, from a data mining perspective, introduces the basic concepts and characteristics of fake news across disciplines, reviews representative fake news detection methods in a principled way, and illustrates challenging issues of fake news detection on social media. In particular, we discussed the value of news content and social context, and important extensions to handle early detection, weakly-supervised detection, and explainable detection. The concepts, algorithms, and methods described in this lecture can help harness the power of social media to build effective and intelligent fake news detection systems. This book is an accessible introduction to the study of detecting fake news on social media. It is an essential reading for students, researchers, and practitioners to understand, manage, and excel in this area. This book is supported by additional materials, including lecture slides, the complete set of figures, key references, datasets, tools used in this book, and the source code of representative algorithms. The readers are encouraged to visit the book website for the latest information: http://dmml.asu.edu/dfn/

Disinformation, Misinformation, and Fake News in Social Media

Author : Kai Shu
Publisher : Springer Nature
ISBN 13 : 3030426998
Total Pages : 285 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Disinformation, Misinformation, and Fake News in Social Media by : Kai Shu

Download or read book Disinformation, Misinformation, and Fake News in Social Media written by Kai Shu and published by Springer Nature. This book was released on 2020-06-17 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as a convenient entry point for researchers, practitioners, and students to understand the problems and challenges, learn state-of-the-art solutions for their specific needs, and quickly identify new research problems in their domains. The contributors to this volume describe the recent advancements in three related parts: (1) user engagements in the dissemination of information disorder; (2) techniques on detecting and mitigating disinformation; and (3) trending issues such as ethics, blockchain, clickbaits, etc. This edited volume will appeal to students, researchers, and professionals working on disinformation, misinformation and fake news in social media from a unique lens.

Analyzing Global Social Media Consumption

Author : Wamuyu, Patrick Kanyi
Publisher : IGI Global
ISBN 13 : 1799847195
Total Pages : 358 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Analyzing Global Social Media Consumption by : Wamuyu, Patrick Kanyi

Download or read book Analyzing Global Social Media Consumption written by Wamuyu, Patrick Kanyi and published by IGI Global. This book was released on 2020-10-16 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media has revolutionized how individuals, communities, and organizations create, share, and consume information. Similarly, social media offers numerous opportunities as well as enormous social and economic ills for individuals, communities, and organizations. Despite the increase in popularity of social networking sites and related digital media, there are limited data and studies on consumption patterns of the new media by different global communities. Analyzing Global Social Media Consumption is an essential reference book that investigates the current trends, practices, and newly emerging narratives on theoretical and empirical research on all aspects of social media and its global use. Covering topics that include fake news detection, social media addiction, and motivations and impacts of social media use, this book is ideal for big data analysts, media and communications experts, researchers, academicians, and students in media and communications, information systems, and information technology study programs.

Fake News

Author : Melissa Zimdars
Publisher : MIT Press
ISBN 13 : 0262538369
Total Pages : 413 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Fake News by : Melissa Zimdars

Download or read book Fake News written by Melissa Zimdars and published by MIT Press. This book was released on 2020-02-18 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Integrated Science in Digital Age 2020

Author : Tatiana Antipova
Publisher : Springer Nature
ISBN 13 : 3030492648
Total Pages : 414 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Integrated Science in Digital Age 2020 by : Tatiana Antipova

Download or read book Integrated Science in Digital Age 2020 written by Tatiana Antipova and published by Springer Nature. This book was released on 2020-05-26 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 2020 International Conference on Integrated Science in Digital Age, which was jointly supported by the Institute of Certified Specialists (Russia) and Springer, and was held on May 1–3, 2020. The conference provided an international forum for researchers and practitioners to present and discuss the latest innovations, trends, results, experiences and concerns in the various areas of integrated science in the digital age. The main goal of the conference was to efficiently disseminate original findings in the natural and social sciences, covering topics such as blockchain & cryptocurrency; computer law & security; digital accounting & auditing; digital business & finance; digital economics; digital education; digital engineering; machine learning; smart cities in the digital age; health policy & management; and information management.

The Psychology of Fake News

Author : Rainer Greifeneder
Publisher : Routledge
ISBN 13 : 1000179052
Total Pages : 222 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis The Psychology of Fake News by : Rainer Greifeneder

Download or read book The Psychology of Fake News written by Rainer Greifeneder and published by Routledge. This book was released on 2020-08-13 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume examines the phenomenon of fake news by bringing together leading experts from different fields within psychology and related areas, and explores what has become a prominent feature of public discourse since the first Brexit referendum and the 2016 US election campaign. Dealing with misinformation is important in many areas of daily life, including politics, the marketplace, health communication, journalism, education, and science. In a general climate where facts and misinformation blur, and are intentionally blurred, this book asks what determines whether people accept and share (mis)information, and what can be done to counter misinformation? All three of these aspects need to be understood in the context of online social networks, which have fundamentally changed the way information is produced, consumed, and transmitted. The contributions within this volume summarize the most up-to-date empirical findings, theories, and applications and discuss cutting-edge ideas and future directions of interventions to counter fake news. Also providing guidance on how to handle misinformation in an age of “alternative facts”, this is a fascinating and vital reading for students and academics in psychology, communication, and political science and for professionals including policy makers and journalists.

Social Computing

Author : Huan Liu
Publisher : Chapman & Hall/CRC
ISBN 13 : 9781420083309
Total Pages : 300 pages
Book Rating : 4.0/5 (833 download)

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Book Synopsis Social Computing by : Huan Liu

Download or read book Social Computing written by Huan Liu and published by Chapman & Hall/CRC. This book was released on 2010 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book begins with a brief introduction to social computing and a review of classic graph theory and game theory. It then examines the data used to construct social networks, focusing on emerging Web 2.0 technologies and social networking websites, such as Facebook and MySpace. The book also explores data mining for social network extraction and analysis, presenting link and graph mining algorithms, such as subgraph discovery and clustering. In the last section, the authors provide case studies to illustrate concepts and principles as well as to demonstrate how to integrate components in order to solve real-world problems.

Combating Fake News with Computational Intelligence Techniques

Author : Mohamed Lahby
Publisher : Springer Nature
ISBN 13 : 3030900878
Total Pages : 432 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Combating Fake News with Computational Intelligence Techniques by : Mohamed Lahby

Download or read book Combating Fake News with Computational Intelligence Techniques written by Mohamed Lahby and published by Springer Nature. This book was released on 2021-12-15 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest cutting-edge research, theoretical methods, and novel applications in the field of computational intelligence techniques and methods for combating fake news. Fake news is everywhere. Despite the efforts of major social network players such as Facebook and Twitter to fight disinformation, miracle cures and conspiracy theories continue to rain down on the net. Artificial intelligence can be a bulwark against the diversity of fake news on the Internet and social networks. This book discusses new models, practical solutions, and technological advances related to detecting and analyzing fake news based on computational intelligence models and techniques, to help decision-makers, managers, professionals, and researchers design new paradigms considering the unique opportunities associated with computational intelligence techniques. Further, the book helps readers understand computational intelligence techniques combating fake news in a systematic and straightforward way.

Fake News in an Era of Social Media

Author : Yasmin Ibrahim
Publisher : Rowman & Littlefield
ISBN 13 : 1786614227
Total Pages : 197 pages
Book Rating : 4.7/5 (866 download)

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Book Synopsis Fake News in an Era of Social Media by : Yasmin Ibrahim

Download or read book Fake News in an Era of Social Media written by Yasmin Ibrahim and published by Rowman & Littlefield. This book was released on 2020-01-29 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last few years, social media has expanded to become a key platform for news dissemination and circulation, and a key orginator and propogator of 'fake news'.. Nations, governments, organisations and societies are now coming to terms with the unpredictable and debilitating consequences of fake news. The propagation of news containing falsehoods has been linked to an increase in measles cases, surges in youth crimes, the spread of pseudo-science, compromised national security, and more. Some even perceive it as a global threat to democratic systems around the world. In this book, the authors examine factors influencing the spread of fake news, and suggest ways to combat it by exploring the key elements which enable and facilitate this phenomenon.

Detecting Deception

Author : Amanda Sturgill
Publisher : Rowman & Littlefield
ISBN 13 : 1538141043
Total Pages : 161 pages
Book Rating : 4.5/5 (381 download)

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Book Synopsis Detecting Deception by : Amanda Sturgill

Download or read book Detecting Deception written by Amanda Sturgill and published by Rowman & Littlefield. This book was released on 2020-08-20 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching fact checking and verification is an essential part of journalism education. When a confusing media environment includes statements like “Truth is not truth” and “The president offered alternative facts,” students need to go beyond traditional reporting standards. They need to be trained to consider the presentation of reality in deciding if a statement is misleading or patently false. Detecting Deception applies the concepts of logical argumentation to supplement the verification techniques that are the stock and trade of any media professional. Pithy and practical, Amanda Sturgill draws from present day news examples to help students recognize the most common bad arguments people make. Detecting Deception is an essential tool for training future journalists to build stories that recognize faulty arguments and hold their subjects to a higher standard.

2021 11th International Conference on Advanced Computer Information Technologies (ACIT)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781665448208
Total Pages : pages
Book Rating : 4.4/5 (482 download)

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Book Synopsis 2021 11th International Conference on Advanced Computer Information Technologies (ACIT) by : IEEE Staff

Download or read book 2021 11th International Conference on Advanced Computer Information Technologies (ACIT) written by IEEE Staff and published by . This book was released on 2021-09-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: providing podium for scientists to present the results of their research and scientific results in the field of advanced computer information technologies motivation for scientific activity exchange of advanced ideas and research results development of creativity in scientific activity

Deep Learning Techniques and Optimization Strategies in Big Data Analytics

Author : Thomas, J. Joshua
Publisher : IGI Global
ISBN 13 : 1799811948
Total Pages : 355 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Deep Learning Techniques and Optimization Strategies in Big Data Analytics by : Thomas, J. Joshua

Download or read book Deep Learning Techniques and Optimization Strategies in Big Data Analytics written by Thomas, J. Joshua and published by IGI Global. This book was released on 2019-11-29 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on the various applications and techniques of deep learning in the field of computing. Deep Learning Techniques and Optimization Strategies in Big Data Analytics is a collection of innovative research on the methods and applications of deep learning strategies in the fields of computer science and information systems. While highlighting topics including data integration, computational modeling, and scheduling systems, this book is ideally designed for engineers, IT specialists, data analysts, data scientists, engineers, researchers, academicians, and students seeking current research on deep learning methods and its application in the digital industry.

Text and Social Media Analytics for Fake News and Hate Speech Detection

Author : Hemant Kumar Soni
Publisher :
ISBN 13 : 9781032526621
Total Pages : 0 pages
Book Rating : 4.5/5 (266 download)

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Book Synopsis Text and Social Media Analytics for Fake News and Hate Speech Detection by : Hemant Kumar Soni

Download or read book Text and Social Media Analytics for Fake News and Hate Speech Detection written by Hemant Kumar Soni and published by . This book was released on 2024-08-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Identifying and stopping the dissemination of fabricated news, hate speech, or deceptive information camouflaged as legitimate news poses a significant technological hurdle. This book presents emergent methodologies and technological approaches of natural language processing through machine learning for counteracting the spread of fake news and hate speeches on social media platforms. - Covers various approaches, algorithms and methodologies for fake news and hate speech detection - Explains the automatic detection and prevention of fake news and hate speech through paralinguistic clues on social media using artificial intelligence - Discusses the application of machine learning models to learn linguistic characteristics of hate speech over social media platforms. - Emphasizes the role of multilingual and multimodal processing to detect fake news - Includes research on different optimization techniques, case studies on the identification, prevention and social impact of fake news, and GiT Hub repository links to aid understanding The text is for professionals and scholars of various disciplines interested in fake news and hate speech detection.

Applied Informatics

Author : Hector Florez
Publisher : Springer Nature
ISBN 13 : 3030896544
Total Pages : 512 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Applied Informatics by : Hector Florez

Download or read book Applied Informatics written by Hector Florez and published by Springer Nature. This book was released on 2021-10-23 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed papers of the 4th International Conference on Applied Informatics, ICAI 2021, held in Buenos Aires, Argentina, in October, 2021.The 35 full papers were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on artificial intelligence; data analysis; decision systems; health care information systems; image processing; security services; simulation and emulation; smart cities; software and systems modeling; software design engineering.

Journalism, fake news & disinformation

Author : Ireton, Cherilyn
Publisher : UNESCO Publishing
ISBN 13 : 9231002813
Total Pages : 128 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Journalism, fake news & disinformation by : Ireton, Cherilyn

Download or read book Journalism, fake news & disinformation written by Ireton, Cherilyn and published by UNESCO Publishing. This book was released on 2018-09-17 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Responsible Design, Implementation and Use of Information and Communication Technology

Author : Marié Hattingh
Publisher : Springer Nature
ISBN 13 : 3030450023
Total Pages : 479 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Responsible Design, Implementation and Use of Information and Communication Technology by : Marié Hattingh

Download or read book Responsible Design, Implementation and Use of Information and Communication Technology written by Marié Hattingh and published by Springer Nature. This book was released on 2020-04-06 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the proceedings of the 19th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2020, held in Skukuza, South Africa, in April 2020.* The total of 80 full and 7 short papers presented in these volumes were carefully reviewed and selected from 191 submissions. The papers are organized in the following topical sections: Part I: block chain; fourth industrial revolution; eBusiness; business processes; big data and machine learning; and ICT and education Part II: eGovernment; eHealth; security; social media; knowledge and knowledge management; ICT and gender equality and development; information systems for governance; and user experience and usability *Due to the global COVID-19 pandemic and the consequential worldwide imposed travel restrictions and lockdown, the I3E 2020 conference event scheduled to take place in Skukuza, South Africa, was unfortunately cancelled.

Social Media Mining

Author : Reza Zafarani
Publisher : Cambridge University Press
ISBN 13 : 1107018854
Total Pages : 337 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Social Media Mining by : Reza Zafarani

Download or read book Social Media Mining written by Reza Zafarani and published by Cambridge University Press. This book was released on 2014-04-28 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrates social media, social network analysis, and data mining to provide an understanding of the potentials of social media mining.