Clue Types of AI Detection Tools Influence Decision-Making Competence in the Context of Fake Reviews

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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Detail(s)

Original languageEnglish
Title of host publicationThe 17th China Summer Workshop on Information Management, CSWIM 2024 - PROCEEDINGS
Pages143-148
Publication statusPublished - Jun 2024

Conference

Title17th China Summer Workshop on Information Management (CSWIM 2024)
PlaceChina
CityXiamen
Period29 - 30 June 2024

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Check@CityULib
Document Link

Links
Permanent Link https://scholars.cityu.edu.hk/en/publications/publication(0d2ad66e-aae2-4a1e-a851-707a6d2f969e).html

Abstract

Human fake information detection ability is a critical and debated skill. Practitioners have developed various AI detection tools to aid and alert online consumers about fake content. This study aims to investigate how the types of clues provided by AI detection tools influence human fake information detection ability, measured through decision-making competence (including resistance to fake information and cognitive biases). Online vigilance is proposed as a potential underlying mechanism. Additionally, this research introduces two critical boundaries: the expectation gap and the stages of detection tool usage. Theoretical and practical contributions are discussed.

Research Area(s)

  • Fake information detection ability, AI detection tool, Clue types, Decision-making competence, Online vigilance

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Publication fingerprints text

100
Detection Device Keyphrases
100
Fake Reviews Keyphrases
100
AI Detection Keyphrases
100
Decision-making Com... Keyphrases
100
Decision-Making Com... Psychology
100
Artificial Intellig... Psychology
100
Decision-Making Computer Science
100
decision making INIS
100
tools INIS
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detection INIS
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Citation Format(s)

[ RIS ] [ BibTeX ]
Clue Types of AI Detection Tools Influence Decision-Making Competence in the Context of Fake Reviews. / Liu, Yue; Ke, Weiling; Sia, Choon Ling.
The 17th China Summer Workshop on Information Management, CSWIM 2024 - PROCEEDINGS. 2024. p. 143-148.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review