Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter's Decision

Automatic analysis of job interviews has gained in interest amongst academic and industrial research. The particular case of asynchronous video interviews allows to collect vast corpora of videos where candidates answer standardized questions in monologue videos, enabling the use of deep learning al...

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Veröffentlicht in:	IEEE transactions on affective computing 2023-04, Vol.14 (2), p.969-985
Hauptverfasser:	Hemamou, Leo, Guillon, Arthur, Martin, Jean-Claude, Clavel, Chloe
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Artificial neural networks Computer Science Decision analysis Deep learning employment Face recognition Feature extraction human resources Impact analysis Industrial research interpretability Interviews job interviews Machine learning multimodal systems neural nets Neural networks Nonverbal signals Performance prediction Questions Video Visualization
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