Detecting Fake News on Social Media

Book Description

In the past decade, 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 . 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 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, , and methods described in this lecture can help harness the power of social media to build effective and intelligent fake news detection . 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 of representative algorithms.

Book Details

  • Title: Detecting Fake News on Social Media
  • Author: ,
  • Length: 130 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2019-07-03
  • ISBN-10: 1681735822
  • ISBN-13: 9781681735825
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