Pairwise classification and support vector machines
Advances in kernel methods
Integrating models of personality and emotions into lifelike characters
Affective interactions
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Inferring user goals from personality and behavior in a causal model of user affect
Proceedings of the 8th 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
User Modeling and User-Adapted Interaction
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
Using linguistic cues for the automatic recognition of personality in conversation and text
Journal of Artificial Intelligence Research
A comparison of methods for multiclass support vector machines
IEEE Transactions on Neural Networks
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 nonverbal analysis of social interaction in small groups: A review
Image and Vision Computing
Automatic prediction of individual performance from "thin slices" of social behavior
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Characterizing conversational group dynamics using nonverbal behaviour
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Space speaks: towards socially and personality aware visual surveillance
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
The voice of personality: mapping nonverbal vocal behavior into trait attributions
Proceedings of the 2nd international workshop on Social signal processing
Causal-modelling of personality traits: extraversion and locus of control
Proceedings of the 2nd international workshop on Social signal processing
HBU'10 Proceedings of the First international conference on Human behavior understanding
Employing social gaze and speaking activity for automatic determination of the Extraversion trait
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Identifying emergent leadership in small groups using nonverbal communicative cues
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Automatic detection of dominance and expected interest
EURASIP Journal on Advances in Signal Processing
Please, tell me about yourself: automatic personality assessment using short self-presentations
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Automatic modeling of personality states in small group interactions
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Multimodal recognition of personality traits in human-computer collaborative tasks
Proceedings of the 14th ACM international conference on Multimodal interaction
Linking speaking and looking behavior patterns with group composition, perception, and performance
Proceedings of the 14th ACM international conference on Multimodal interaction
Don't ask me what i'm like, just watch and listen
Proceedings of the 20th ACM international conference on Multimedia
From speech to personality: mapping voice quality and intonation into personality differences
Proceedings of the 20th ACM international conference on Multimedia
A bayesian network approach to investigating user-robot personality matching
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Mining large-scale smartphone data for personality studies
Personal and Ubiquitous Computing
Predicting personality using novel mobile phone-based metrics
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Influence of personality on satisfaction with mobile phone services
ACM Transactions on Computer-Human Interaction (TOCHI)
One of a kind: inferring personality impressions in meetings
Proceedings of the 15th ACM on International conference on multimodal interaction
Multimodal analysis of body communication cues in employment interviews
Proceedings of the 15th ACM on International conference on multimodal interaction
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 paper targets the automatic detection of personality traits in a meeting environment by means of audio and visual features; information about the relational context is captured by means of acoustic features designed to that purpose. Two personality traits are considered: Extraversion (from the Big Five) and the Locus of Control. The classification task is applied to thin slices of behaviour, in the form of 1-minute sequences. SVM were used to test the performances of several training and testing instance setups, including a restricted set of audio features obtained through feature selection. The outcomes improve considerably over existing results, provide evidence about the feasibility of the multimodal analysis of personality, the role of social context, and pave the way to further studies addressing different features setups and/or targeting different personality traits.