Towards the development of affective recognition using heart sound signal: a proposal

Suryady, Zeldi and Abdul Rahman, Abdul Wahab and Handayani, Dini Oktarina Dwi (2022) Towards the development of affective recognition using heart sound signal: a proposal. In: 2022 IEEE 8th International Conference on Computing, Engineering and Design (ICCED), Sukabumi, Indonesia (Virtual Conference).

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Abstract

In recent years, the development of physiologicalbased human emotion is centred around the use of Electroencephalogram (EEG) as the main modality. However, heart sound signal (also referred to as Phonocardiography) offers unique and reliable advantages to infer emotions. As one of the physiological parameters, heart signals may infer emotions and can be used for emotion recognition. In addition, the use of heart sound signals for emotion recognition is substantially cheaper, and the process of acquiring the signal for heart sound analysis is comfortable as compared to other physiological measures. Nevertheless, the use of Phonocardiography (PCG) in the emotion recognition domain is still scarce in the research literature. Therefore, this work conducts a review on affective computing in general and discusses how emotions are described and the common procedure used to elicit emotion. We also highlight how far the PCG has been used in the domain of affective computing. Finally, we propose the framework and methodology to develop human emotion recognition using heart sound signals.

Item Type:	Proceeding Paper (Other)
Uncontrolled Keywords:	Affective Recognition, Heart Sound, Electroencephalogram, Phonocardiography, Emotion
Subjects:	Q Science > QA Mathematics > QA76 Computer software
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Dr Dini Handayani
Date Deposited:	01 Feb 2023 09:26
Last Modified:	17 Jan 2024 08:32
URI:	http://irep.iium.edu.my/id/eprint/103437

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