Abstract

Identifying deception in online conversations is an important problem. A core component in interpreting deception is understanding how people perceive sincerity. Given that the larger proportion of human communication is non-verbal, decoding perceived sincerity is difficult in media where the only signal is written text. We introduce psycholinguistic features of perceived sincerity for two domains, dating and online games. Our results further the understanding of how language, deception, and perception connect.

Original languageEnglish (US)
Article number8408486
Pages (from-to)2-15
Number of pages14
JournalIEEE Transactions on Affective Computing
Volume12
Issue number1
DOIs
StatePublished - 2021

Keywords

  • Natural Language Processing
  • Dialogue
  • Sincerity

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction

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