TY - JOUR
T1 - Integrating Vision and Language for First-Impression Personality Analysis
AU - Gorbova, Jelena
AU - Avots, Egils
AU - Lusi, Iiris
AU - Fishel, Mark
AU - Escalera, Sergio
AU - Anbarjafari, Gholamreza
PY - 2018/4/1
Y1 - 2018/4/1
N2 - © 1994-2012 IEEE. The authors present a novel methodology for analyzing integrated audiovisual signals and language to assess a persons personality. An evaluation of their proposed multimodal method using a job candidate screening system that predicted five personality traits from a short video demonstrates the methods effectiveness.
AB - © 1994-2012 IEEE. The authors present a novel methodology for analyzing integrated audiovisual signals and language to assess a persons personality. An evaluation of their proposed multimodal method using a job candidate screening system that predicted five personality traits from a short video demonstrates the methods effectiveness.
KW - Big Five Personality Traits
KW - deep learning
KW - facial unit analysis
KW - first impression
KW - human-machine interaction
KW - multimedia fusion
KW - multimedia processing
KW - natural language processing
KW - personality analysis
KW - pervasive computing
KW - ubiquitous computing
KW - vision and language integration
U2 - 10.1109/MMUL.2018.023121162
DO - 10.1109/MMUL.2018.023121162
M3 - Article
SN - 1070-986X
VL - 25
SP - 24
EP - 33
JO - IEEE Multimedia
JF - IEEE Multimedia
IS - 2
M1 - 8424834
ER -