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 language | English (US) |
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Article number | 8408486 |
Pages (from-to) | 2-15 |
Number of pages | 14 |
Journal | IEEE Transactions on Affective Computing |
Volume | 12 |
Issue number | 1 |
DOIs | |
State | Published - 2021 |
Keywords
- Natural Language Processing
- Dialogue
- Sincerity
ASJC Scopus subject areas
- Software
- Human-Computer Interaction