Decoding the Perception of Sincerity in Dialogues

Codruta Girlea, Corina R Girju

Research output: Contribution to journal › Article

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)
JournalIEEE Transactions on Affective Computing
DOIs
StateAccepted/In press - Jul 6 2018

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Decoding
Communication

Keywords

  • dating
  • Decoding
  • Feature extraction
  • Games
  • Internet
  • Media
  • online games
  • perception in dialogues
  • Sincerity
  • Social network services
  • Task analysis

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction

Cite this

Decoding the Perception of Sincerity in Dialogues. / Girlea, Codruta; Girju, Corina R.

In: IEEE Transactions on Affective Computing, 06.07.2018.

Research output: Contribution to journal › Article

Girlea, C & Girju, CR 2018, 'Decoding the Perception of Sincerity in Dialogues', IEEE Transactions on Affective Computing. https://doi.org/10.1109/TAFFC.2018.2854179
Girlea C, Girju CR. Decoding the Perception of Sincerity in Dialogues. IEEE Transactions on Affective Computing. 2018 Jul 6. https://doi.org/10.1109/TAFFC.2018.2854179
Girlea, Codruta ; Girju, Corina R. / Decoding the Perception of Sincerity in Dialogues. In: IEEE Transactions on Affective Computing. 2018.
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