Dimensions of adaptivity in mobile systems: personality and people's attitudes
Proceedings of the 10th international conference on Intelligent user interfaces
Towards Automatic Body Language Annotation
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
A Computational Model of Social Signalin
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 01
Whose thumb is it anyway?: classifying author personality from weblog text
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Proceedings of the 2007 workshop on Tagging, mining and retrieval of human related activity information
Honest Signals: How They Shape Our World
Honest Signals: How They Shape Our World
Multimodal recognition of personality traits in social interactions
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
Modeling the Personality of Participants During Group Interactions
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Automatic recognition of personality in conversation
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Using linguistic cues for the automatic recognition of personality in conversation and text
Journal of Artificial Intelligence Research
Please, tell me about yourself: automatic personality assessment using short self-presentations
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Going beyond traits: multimodal classification of personality states in the wild
Proceedings of the 15th ACM on International conference on multimodal interaction
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This work contributes to the task of automatically analyzing people's personality during social interaction by using acoustic and visual features. We focus on two personality traits: Extraversion, one of the Big Five dimensions, and the Locus of Control and submit them to two causal Bayesian models that differ according to whether they incorporate the effect of the context (other people's behaviour) on the target's behaviour. The experiment performed shows that for the Extraversion trait the causal model whereby the target's behaviour is affected by both his/her personality and the parties behaviour performs much better than the simpler one that only considers the relationships between personality and the target's behaviour. Nothing similar is found for the Locus of Control, confirming psychology studies that maintain that the latter trait's behavioural manifestation is verbal rather than non-verbal.