Title
Multimodal First Impression Analysis with Deep Residual Networks.
Abstract
People form first impressions about the personalities of unfamiliar individuals even after very brief interactions with them. In this study we present and evaluate several models that mimic this automatic social behavior. Specifically, we present several models trained on a large dataset of short YouTube video blog posts for predicting apparent Big Five personality traits of people and whether the...
Year
DOI
Venue
2018
10.1109/TAFFC.2017.2751469
IEEE Transactions on Affective Computing
Keywords
Field
DocType
Interviews,Feature extraction,Predictive models,Machine learning,Face recognition,YouTube
Social psychology,Modalities,Residual,Big Five personality traits,First impression (psychology),Psychology,Feature extraction,Job interview,Personality psychology
Journal
Volume
Issue
ISSN
9
3
1949-3045
Citations 
PageRank 
References 
6
0.44
19
Authors
8
Name
Order
Citations
PageRank
Yagmur Güçlütürk1324.77
Umut Güçlü28810.86
Xavier Baró347433.99
Hugo Jair Escalante493973.89
Isabelle Guyon5110331544.34
Sergio Escalera61415113.31
Marcel Van Gerven732139.35
R.J. van Lier8192.39