Transcription of Misinformation in Social Media: Definition, Manipulation ...
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Misinformation in Social Media: Definition, Manipulation ...
Misinformation in Social media : Definition, Manipulation ,and DetectionLiang Wu , Fred Morstatter , Kathleen M. Carley , and Huan Liu Arizona State University, Tempe, AZ, USA USC Information Sciences Institute, Marina Del Rey, CA, USA Carnegie Mellon University, Pittsburgh, PA, USA{wuliang, widespread dissemination of Misinformation in socialmedia has recently received a lot of attention in the problem of Misinformation in Social media hasbeen intensively studied, there are seemingly different def-initions for the same problem, and inconsistent results indifferent studies. In this survey, we aim to consolidate theobservations, and investigate how an optimal method canbe selected given specific conditions and contexts. To thisend, we first introduce a definition for Misinformation in so-cial media and we examine the difference between misinfor-mation detection and classic supervised learning.}
Fake News Fake news is intentionally-spread misinformation that is in the format of news. Recent incidents reveal that fake news can be used as propaganda and get viral through news media and social media [39; 38]. Unveri ed Information Unveri ed information is also included in our de ni-tion, although it can sometimes be true and accurate.
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