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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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.6607158", 
  "author": [
    {
      "family": "Manuel Herold"
    }, 
    {
      "family": "Nishant Saurabh"
    }, 
    {
      "family": "Radu Prodan"
    }
  ], 
  "issued": {
    "date-parts": [
      [
        2021, 
        8, 
        30
      ]
    ]
  }, 
  "abstract": "<p>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&#39;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.</p>", 
  "title": "SMART: a Tool for Trust and Reputation Management in Social Media", 
  "type": "paper-conference", 
  "id": "6607158"
}
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