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An investigation of misinformation harms related to social media during humanitarian crises

  • University of Texas at San Antonio

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

28 Scopus citations

Abstract

During humanitarian crises, people face dangers and need a large amount of information in a short period of time. Such need creates the base for misinformation such as rumors, fake news or hoaxes to spread within and outside the affected community. It could be unintended misinformation with unconfirmed details, or intentional disinformation created to trick people for benefits. It results in information harms that can generate serious short term or long-term consequences. Although some researchers have created misinformation detection systems and algorithms, examined the roles of involved parties, examined the way misinformation spreads and convinces people, very little attention has been paid to the types of misinformation harms. In the context of humanitarian crises, we propose a taxonomy of information harms and assess people’s perception of risk regarding the harms. Such a taxonomy can act as the base for future research to quantitatively measure the harms in specific contexts. Furthermore, perceptions of related people were also investigated in four specifically chosen scenarios through two dimensions: Likelihood of occurrence and Level of impacts of the harms.

Original languageEnglish
Title of host publicationSecure Knowledge Management In Artificial Intelligence Era - 8th International Conference, SKM 2019, Proceedings
EditorsSanjay K. Sahay, Nihita Goel, Vishwas Patil, Murtuza Jadliwala
PublisherSpringer
Pages167-181
Number of pages15
ISBN (Print)9789811538162
DOIs
StatePublished - 2020
Event8th International Conference on Secure Knowledge Management in Artificial Intelligence Era, SKM 2019 - Pilani, India
Duration: Dec 21 2019Dec 22 2019

Publication series

NameCommunications in Computer and Information Science
Volume1186 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference8th International Conference on Secure Knowledge Management in Artificial Intelligence Era, SKM 2019
Country/TerritoryIndia
CityPilani
Period12/21/1912/22/19

Keywords

  • Disasters
  • Harms
  • Humanitarian crises
  • Injuries
  • Misinformation
  • Taxonomy

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