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Personality Sensing: Detection of Personality Traits Using Physiological Responses to Image and Video Stimuli
Personality detection is an important task in psychology, as different personality traits are linked to different behaviours and real-life outcomes. Traditionally it involves filling out lengthy questionnaires, which is time-consuming, and may also be ...
Being the Center of Attention: A Person-Context CNN Framework for Personality Recognition
This article proposes a novel study on personality recognition using video data from different scenarios. Our goal is to jointly model nonverbal behavioral cues with contextual information for a robust, multi-scenario, personality recognition system. ...
An Autonomous Cognitive Empathy Model Responsive to Users’ Facial Emotion Expressions
Successful social robot services depend on how robots can interact with users. The effective service can be obtained through smooth, engaged, and humanoid interactions in which robots react properly to a user’s affective state. This article proposes a ...
Modeling Dyslexic Students’ Motivation for Enhanced Learning in E-learning Systems
E-Learning systems can support real-time monitoring of learners’ learning desires and effects, thus offering opportunities for enhanced personalized learning. Recognition of the determinants of dyslexic users’ motivation to use e-learning systems is ...
Predicting Users’ Movie Preference and Rating Behavior from Personality and Values
In this article, we propose novel techniques to predict a user’s movie genre preference and rating behavior from her psycholinguistic attributes obtained from the social media interactions. The motivation of this work comes from various psychological ...
Learning Context-dependent Personal Preferences for Adaptive Recommendation
We propose two online-learning algorithms for modeling the personal preferences of users of interactive systems. The proposed algorithms leverage user feedback to estimate user behavior and provide personalized adaptive recommendation for supporting ...
How Impactful Is Presentation in Email? The Effect of Avatars and Signatures
A primary well-controlled study of 900 participants found that personal presentation choices in professional emails (non-content changes like Profile Avatar 8 Signature) impact the recipient’s perception of the sender’s personality and the quality of ...