Farrell, Tracie; Piccolo, Lara; Perfumi, Serena Coppolino and Alani, Harith
(2019).
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(Accepted Manuscript)
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Abstract
Social media platforms are often implicated in the spread of misinformation for encouraging the behaviour of rapid-sharing without adequate mechanisms for verifying information. To counter this phenomena, much related research in computer science has been focusing on developing tools to detect misinformation, to rank fact-check-worthy claims, and to understand their spread patterns, while psychosocial approaches have been focused on understanding information literacy, ideology and partisanship. In this paper, we demonstrate through a survey of nearly 100 people that the Human Values could have a significant influence on the way people perceive and share information. We argue that integrating a valuesoriented perspective into computational approaches for handling misinformation could encourage misinformation prevention, and assist in predicting and ranking misinformation.
| Item Type: | Conference or Workshop Item |
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| Academic Unit/School: | Faculty of Science, Technology, Engineering and Mathematics (STEM) > Knowledge Media Institute (KMi) Faculty of Science, Technology, Engineering and Mathematics (STEM) |
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| Item ID: | 67033 |
| Depositing User: | Tracie Farrell |
| Date Deposited: | 01 Oct 2019 13:39 |
| Last Modified: | 28 Mar 2020 04:57 |
| URI: | http://oro.open.ac.uk/id/eprint/67033 |
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