Conference paper Open Access

SMART: a Tool for Trust and Reputation Management in Social Media

Manuel Herold; Nishant Saurabh; Radu Prodan


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  <dc:creator>Manuel Herold</dc:creator>
  <dc:creator>Nishant Saurabh</dc:creator>
  <dc:creator>Radu Prodan</dc:creator>
  <dc:date>2021-08-30</dc:date>
  <dc:description>Social media platforms are becoming increasingly popular and essential for next-generation connectivity. However, the emergence of social media also poses critical trust challenges due to the vast amount of created and propagated content. This paper proposes a data-driven tool called SMART for trust and reputation management based on community engagement and rescaled sigmoid model. SMART's integrated design adopts a set of expert systems with a unique inference logic for trust estimation to compute weighted trust ratings of social media content. SMART further utilizes the trust ratings to compute user reputation and represent them using a sigmoid curve that prevents infinite accumulation of reputation ratings by a user. We demonstrate the SMART tool prototype using a pilot social media application and highlight its user-friendly interfaces for trustworthy content exploration.</dc:description>
  <dc:identifier>https://zenodo.org/record/6607158</dc:identifier>
  <dc:identifier>10.5281/zenodo.6607158</dc:identifier>
  <dc:identifier>oai:zenodo.org:6607158</dc:identifier>
  <dc:relation>info:eu-repo/grantAgreement/EC/H2020/825134/</dc:relation>
  <dc:relation>doi:10.5281/zenodo.6607157</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:title>SMART: a Tool for Trust and Reputation Management in Social Media</dc:title>
  <dc:type>info:eu-repo/semantics/conferencePaper</dc:type>
  <dc:type>publication-conferencepaper</dc:type>
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