Using Linguistic Cues for the Automatic Recognition of Personality in Conversation and Text
University of Sheffield · University of Arizona
Abstract
It is well known that utterances convey a great deal of information about the speaker in addition to their semantic content. One such type of information consists of cues to the speaker's personality traits, the most fundamental dimension of variation between humans. Recent work explores the automatic detection of other types of pragmatic variation in text and conversation, such as emotion, deception, speaker charisma, dominance, point of view, subjectivity, opinion and sentiment. Personality affects these other aspects of linguistic production, and thus personality recognition may be useful for these tasks, in addition to many other potential applications. However, to date, there is little work on the…
Citation impact
- FWCI
- 16.46
- Percentile
- 100%
- References
- 124
Authors
4Topics & keywords
- Personality
- Conversation
- Big Five personality traits
- Artificial intelligence
- Computer science
- Variation (astronomy)
- Natural language processing
- Deception
- Quality Education