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Dr. Feng Liu-School of Psychology, SJTU > Scientific Research > Paper Publications

OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach

Date of Publication:2023-08-01 Hits:

Journal:IEEE Transactions on Computational Social Systems
Abstract:In recent years, it is a difficult issue to integrate the deep cross-fertilization and interpretable cognitive modeling methods from the basic theory of emotional psychology with deep learning and other algorithms. To address this problem, a cognitive model that integrates the VGG-facial action coding system (FACS)-OCC model based on fer2013 expression features and the OCC-pleasure-arousal-dominance (PAD)-openness, conscientiousness, extraversion, agreeableness, and neuroticism (OCEAN) fusion of the basic theory of emotional psychology, namely, a computational affection-based OCC-PAD-OCEAN fed
Note:F. Liu et al., "OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach," in IEEE Transactions on Computational Social Systems, vol. 10, no. 4, pp. 1813-1825, Aug. 2023, https://doi.org/10.1109/TCSS.2022.3199119.
Discipline:工学
First-Level Discipline:Computer Science and Technology
Document Type:J
Volume:10
Issue:4
Page Number:1813-1825
Translation or Not:no
Date of Publication:2023-08-01
Included Journals:SCI
Indexed by:[J]

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