Negotiated Collusion: Modeling Social Language and its Relationship Effects in Intelligent Agents
User Modeling and User-Adapted Interaction
A tutorial on support vector regression
Statistics and Computing
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
Multimodal support to group dynamics
Personal and Ubiquitous Computing - Special Issue: User-centred design and evaluation of ubiquitous groupware
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
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
BOO: Behavior-oriented ontology to describe participant dynamics in collocated design meetings
Expert Systems with Applications: An International Journal
Putting the pieces together: multimodal analysis of social attention in meetings
Proceedings of the international conference on Multimedia
Space speaks: towards socially and personality aware visual surveillance
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
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
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
Inferring personality of online gamers by fusing multiple-view predictions
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Multimodal recognition of personality traits in human-computer collaborative tasks
Proceedings of the 14th ACM international conference on Multimodal interaction
FaceTube: predicting personality from facial expressions of emotion in online conversational video
Proceedings of the 14th ACM international conference on Multimodal interaction
Exploring personality-targeted UI design in online social participation systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Hi YouTube!: personality impressions and verbal content in social video
Proceedings of the 15th ACM on International conference on multimodal interaction
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In this paper we target the automatic prediction of two personality traits, Extraversion and Locus of Control, in a meeting scenario using visual and acoustic features. We designed our task as a regression one where the goal is to predict the personality traits' scores obtained by the meeting participants. Support Vector Regression is applied to thin slices of behavior, in the form of 1-minute sequences.