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Differences in stress-induced emotional responses to sudden accidents based on facial expression recognition
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Junqing MENG1, Yunlian FU1, Bin GAO2, Jingyuan QIU1
China Safety Science Journal | 2026, 36(1) : 191 - 198
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China Safety Science Journal | 2026, 36(1): 191-198
Public Safety and Emergency Management
Differences in stress-induced emotional responses to sudden accidents based on facial expression recognition
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Junqing MENG1, Yunlian FU1, Bin GAO2, Jingyuan QIU1
Affiliations
  • 1School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China
  • 2Liaocheng Urban and Rural Planning and Design Institute, Liaocheng Shandong 252000, China
Published: 2026-01-28 doi: 10.16265/j.cnki.issn1003-3033.2026.01.0930
Outline
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In order to explore the emotional expression characteristics of different types of groups under emergencies, and to deeply analyze the influence of gender, temperament type and accident environment on the stress state emotions of the groups, a stress state emotional stimulation test based on facial expression technology was designed. A cohort of 137 participants was exposed to five categories of accident videos. Facial expression data for six basic emotions were collected using FaceReader software, with the Kruskal-Wallis test employed to analyze differences across gender, temperament types, and accident scenarios. A k-means clustering model was further constructed based on arousal dynamic features. The results show that female participants exhibit significantly higher intensities of sadness and fear, whereas males show stronger anger responses. Sanguine individuals demonstrate the most pronounced emotional reactivity, while phlegmatic types achieve the fastest arousal modulation. Fear responses are most pronounced in building fire scenarios. Males outperform females in arousal self-regulation capacity.

facial expression recognition  /  sudden accident  /  stress state  /  emotional response  /  k-means clustering
Junqing MENG, Yunlian FU, Bin GAO, Jingyuan QIU. Differences in stress-induced emotional responses to sudden accidents based on facial expression recognition[J]. China Safety Science Journal, 2026 , 36 (1) : 191 -198 . DOI: 10.16265/j.cnki.issn1003-3033.2026.01.0930
Year 2026 volume 36 Issue 1
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Article Info
doi: 10.16265/j.cnki.issn1003-3033.2026.01.0930
  • Receive Date:2025-09-10
  • Online Date:2026-07-08
  • Published:2026-01-28
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  • Received:2025-09-10
  • Revised:2025-11-20
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Affiliations
    1School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China
    2Liaocheng Urban and Rural Planning and Design Institute, Liaocheng Shandong 252000, China
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表12种不同金属材料的力学参数

Family
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Number of
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Number of
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Percentage of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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