A conceptual emotion recognition framework

Stress and anger analysis for car accidents

Jonathan Shi Khai Ooi, Siti Anom Ahmad, Hafiz Rashidi Harun, Yu Zheng Chong, Sawal Hamid Md Ali

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

In year 2013, 777,817 out of 22,702,211 of registered vehicles were involved m road traffic crashes, with a damage cost of more than 9.3 billion ringgits in Malaysia. Automotive makers have deployed a wide range of active safety systems (traction control, auto cruise and braking, collision avoidance, and lane switching) in recent years. However, these systems failed to significantly reduce road crash statistics. The automotive network comprises the vehicle road and driver. Huge effort had been placed on the vehicle and road, whereas the dnver remains the feeblest part. Consequently, automotive makers should focus their attention on monitoring drivers' emotion, which influences their driving behaviour. This study aims to explore available technology that monitors driver behaviour, besides proposing accident-stimulating emotion that affects driving. Furthermore, a conceptual framework for recognising anger and stress emotion, which is a cause of road crash, is proposed.

Original languageEnglish
Pages (from-to)181-195
Number of pages15
JournalInternational Journal of Vehicle Safety
Volume9
Issue number3
DOIs
Publication statusPublished - 2017

Fingerprint

Accidents
Railroad cars
Active safety systems
Traction control
Collision avoidance
Braking
Statistics
Monitoring
Costs

Keywords

  • Accident anger
  • Behaviour
  • Conceptual
  • Emotion
  • Fatigue
  • Framework
  • Recognition
  • Stress
  • Vehicle

ASJC Scopus subject areas

  • Automotive Engineering

Cite this

A conceptual emotion recognition framework : Stress and anger analysis for car accidents. / Ooi, Jonathan Shi Khai; Ahmad, Siti Anom; Harun, Hafiz Rashidi; Chong, Yu Zheng; Md Ali, Sawal Hamid.

In: International Journal of Vehicle Safety, Vol. 9, No. 3, 2017, p. 181-195.

Research output: Contribution to journalArticle

Ooi, Jonathan Shi Khai ; Ahmad, Siti Anom ; Harun, Hafiz Rashidi ; Chong, Yu Zheng ; Md Ali, Sawal Hamid. / A conceptual emotion recognition framework : Stress and anger analysis for car accidents. In: International Journal of Vehicle Safety. 2017 ; Vol. 9, No. 3. pp. 181-195.
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