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Disinformation, Misinformation, and Fake News in Social Media

Emerging Research Challenges and Opportunities

Editors:

  • Covers an interdisciplinary emerging research topic on disinformation and misinformation attracting increasing attention
  • Contains recent advanced social computing, data mining, and machine learning methods
  • Helps to understand the problems and challenges, learn state-of-the-art solutions for their specific needs

Part of the book series: Lecture Notes in Social Networks (LNSN)

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Table of contents (14 chapters)

  1. Front Matter

    Pages i-viii
  2. Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements

    • Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu
    Pages 1-19
  3. User Engagements in the Dissemination of Information Disorder

    1. Front Matter

      Pages 21-21
    2. User Engagement with Digital Deception

      • Maria Glenski, Svitlana Volkova, Srijan Kumar
      Pages 39-61
    3. Pretending Positive, Pushing False: Comparing Captain Marvel Misinformation Campaigns

      • Matthew Babcock, Ramon Villa-Cox, Kathleen M. Carley
      Pages 83-94
  4. Techniques on Detecting and Mitigating Disinformation

    1. Front Matter

      Pages 115-115
    2. Tensor Embeddings for Content-Based Misinformation Detection with Limited Supervision

      • Sara Abdali, Gisel G. Bastidas, Neil Shah, Evangelos E. Papalexakis
      Pages 117-140
    3. Exploring the Role of Visual Content in Fake News Detection

      • Juan Cao, Peng Qi, Qiang Sheng, Tianyun Yang, Junbo Guo, Jintao Li
      Pages 141-161
    4. Credibility-Based Fake News Detection

      • Niraj Sitaula, Chilukuri K. Mohan, Jennifer Grygiel, Xinyi Zhou, Reza Zafarani
      Pages 163-182
  5. Trending Issues

    1. Front Matter

      Pages 211-211
    2. Developing a Model to Measure Fake News Detection Literacy of Social Media Users

      • Julian Bühler, Matthias Murawski, Mahdieh Darvish, Markus Bick
      Pages 213-227
    3. BaitWatcher: A Lightweight Web Interface for the Detection of Incongruent News Headlines

      • Kunwoo Park, Taegyun Kim, Seunghyun Yoon, Meeyoung Cha, Kyomin Jung
      Pages 229-252
    4. Blockchain Technology-Based Solutions to Fight Misinformation: A Survey

      • Karen Watts DiCicco, Nitin Agarwal
      Pages 267-281
  6. Back Matter

    Pages 283-288

About this book

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.

Editors and Affiliations

  • Computer Science & Engineering, Arizona State University, Tempe, USA

    Kai Shu, Huan Liu

  • College of Information Sciences and Technology, The Pennsylvania State University, University Park, USA

    Suhang Wang, Dongwon Lee

Bibliographic Information

Buy it now

Buying options

eBook USD 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access