Recent trends in deep learning based personality detection
Recently, the automatic prediction of personality traits has received a lot of attention.
Specifically, personality trait prediction from multimodal data has emerged as a hot topic …
Specifically, personality trait prediction from multimodal data has emerged as a hot topic …
Personality computing: New frontiers in personality assessment
LV Phan, JF Rauthmann - Social and personality psychology …, 2021 - Wiley Online Library
Personality Computing (PC) is a burgeoning field at the intersection of personality and
computer science that seeks to extract personality‐relevant information (eg, on Big Five trait …
computer science that seeks to extract personality‐relevant information (eg, on Big Five trait …
A survey of personality computing
A Vinciarelli, G Mohammadi - IEEE Transactions on Affective …, 2014 - ieeexplore.ieee.org
Personality is a psychological construct aimed at explaining the wide variety of human
behaviors in terms of a few, stable and measurable individual characteristics. In this respect …
behaviors in terms of a few, stable and measurable individual characteristics. In this respect …
Perception is reality: How CEOs' observed personality influences market perceptions of firm risk and shareholder returns
We develop theory to explain how CEOs' observable personality traits influence market
perceptions of firm risk and shareholder returns. Using a linguistic tool to measure nearly …
perceptions of firm risk and shareholder returns. Using a linguistic tool to measure nearly …
Chalearn LAP challenges on self-reported personality recognition and non-verbal behavior forecasting during social dyadic interactions: Dataset, design, and results
This paper summarizes the 2021 ChaLearn Looking at People Challenge on Understanding
Social Behavior in Dyadic and Small Group Interactions (DYAD), which featured two tracks …
Social Behavior in Dyadic and Small Group Interactions (DYAD), which featured two tracks …
The NoXi database: multimodal recordings of mediated novice-expert interactions
We present a novel multi-lingual database of natural dyadic novice-expert interactions,
named NoXi, featuring screen-mediated dyadic human interactions in the context of …
named NoXi, featuring screen-mediated dyadic human interactions in the context of …
Mitigating biases in multimodal personality assessment
As algorithmic decision making systems are increasingly used in high-stake scenarios,
concerns have risen about the potential unfairness of these decisions to certain social …
concerns have risen about the potential unfairness of these decisions to certain social …
Multi-modal score fusion and decision trees for explainable automatic job candidate screening from video cvs
We describe an end-to-end system for explainable automatic job candidate screening from
video CVs. In this application, audio, face and scene features are first computed from an …
video CVs. In this application, audio, face and scene features are first computed from an …
Estimating communication skills using dialogue acts and nonverbal features in multiple discussion datasets
This paper focuses on the computational analysis of the individual communication skills of
participants in a group. The computational analysis was conducted using three novel …
participants in a group. The computational analysis was conducted using three novel …
A survey on perceived speaker traits: Personality, likability, pathology, and the first challenge
Abstract The INTERSPEECH 2012 Speaker Trait Challenge aimed at a unified test-bed for
perceived speaker traits–the first challenge of this kind: personality in the five OCEAN …
perceived speaker traits–the first challenge of this kind: personality in the five OCEAN …