Addressing Misinformation in Online Social Networks: Diverse Platforms and the Potential of Multiagent Trust Modeling Article Swipe
Robin Cohen
,
Karyn Moffatt
,
Amira Ghenai
,
Andy Yang
,
M.A. CORWIN
,
Gary Lin
,
Raymond Zhao
,
Yipeng Ji
,
Alexandre Parmentier
,
Jason Ching Eng Png
,
Wil Tan
,
Lachlan Gray
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.3390/info11110539
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.3390/info11110539
In this paper, we explore how various social networking platforms currently support the spread of misinformation. We then examine the potential of a few specific multiagent trust modeling algorithms from artificial intelligence, towards detecting that misinformation. Our investigation reveals that specific requirements of each environment may require distinct solutions for the processing. This then leads to a higher-level proposal for the actions to be taken in order to judge trustworthiness. Our final reflection concerns what information should be provided to users, once there are suspected misleading posts. Our aim is to enlighten both the organizations that host social networking and the users of those platforms, and to promote steps forward for more pro-social behaviour in these environments. As a look to the future and the growing need to address this vital topic, we reflect as well on two related topics of possible interest: the case of older adult users and the potential to track misinformation through dedicated data science studies, of particular use for healthcare.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/info11110539
- https://www.mdpi.com/2078-2489/11/11/539/pdf?version=1606131163
- OA Status
- gold
- Cited By
- 6
- References
- 35
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3109231514
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3109231514Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/info11110539Digital Object Identifier
- Title
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Addressing Misinformation in Online Social Networks: Diverse Platforms and the Potential of Multiagent Trust ModelingWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2020Year of publication
- Publication date
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2020-11-23Full publication date if available
- Authors
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Robin Cohen, Karyn Moffatt, Amira Ghenai, Andy Yang, M.A. CORWIN, Gary Lin, Raymond Zhao, Yipeng Ji, Alexandre Parmentier, Jason Ching Eng Png, Wil Tan, Lachlan GrayList of authors in order
- Landing page
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https://doi.org/10.3390/info11110539Publisher landing page
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https://www.mdpi.com/2078-2489/11/11/539/pdf?version=1606131163Direct link to full text PDF
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://www.mdpi.com/2078-2489/11/11/539/pdf?version=1606131163Direct OA link when available
- Concepts
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Misinformation, Computer science, Trustworthiness, Internet privacy, Order (exchange), Data science, Reflection (computer programming), Collective intelligence, World Wide Web, Computer security, Business, Finance, Programming languageTop concepts (fields/topics) attached by OpenAlex
- Cited by
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6Total citation count in OpenAlex
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2024: 1, 2023: 1, 2022: 2, 2021: 2Per-year citation counts (last 5 years)
- References (count)
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35Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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