EEG-based emotion recognition in the investment activities

Emotion plays a significant role during a decision making process and greatly influence investor's behavior. This paper investigates investors' emotional perception and exemplify how these emotions may affect their judgement in investment activities. In our experiments, the participants�...

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Main Authors:	Mat Razi, Nurul Izzati, Othman, Marini, Yaacob, Hamwira Sakti
Format:	Conference or Workshop Item
Language:	English English
Published:	The Institute of Electrical and Electronics Engineers, Inc. 2016
Subjects:	TK452 Electric apparatus and materials. Electric circuits. Electric networks
Online Access:	http://irep.iium.edu.my/54150/ http://irep.iium.edu.my/54150/ http://irep.iium.edu.my/54150/1/54150_EEG-based%20emotion%20%20recognition.pdf http://irep.iium.edu.my/54150/2/54150_EEG-based%20emotion%20recognition_SCOPUS.pdf

id	iium-54150
recordtype	eprints
spelling	iium-541502017-03-10T04:08:14Z http://irep.iium.edu.my/54150/ EEG-based emotion recognition in the investment activities Mat Razi, Nurul Izzati Othman, Marini Yaacob, Hamwira Sakti TK452 Electric apparatus and materials. Electric circuits. Electric networks Emotion plays a significant role during a decision making process and greatly influence investor's behavior. This paper investigates investors' emotional perception and exemplify how these emotions may affect their judgement in investment activities. In our experiments, the participants' emotion were derived from electroencephalogram (EEG) while they were trading in the stock market. A negative emotion can reduce the rationality of the investor in decision making and lead them to lose money. However, positive emotion can help them to minimize the risk of negative consequences. Based on the EEG-based emotion recognition, this paper presents the result of an investor that was influenced by their emotion and behaviors while making an investment decisions. The Institute of Electrical and Electronics Engineers, Inc. 2016-11 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/54150/1/54150_EEG-based%20emotion%20%20recognition.pdf application/pdf en http://irep.iium.edu.my/54150/2/54150_EEG-based%20emotion%20recognition_SCOPUS.pdf Mat Razi, Nurul Izzati and Othman, Marini and Yaacob, Hamwira Sakti (2016) EEG-based emotion recognition in the investment activities. In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016), 22nd-24th Nov. 2016, Jakarta, Indonesia. http://ieeexplore.ieee.org/document/7814925/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK452 Electric apparatus and materials. Electric circuits. Electric networks
spellingShingle	TK452 Electric apparatus and materials. Electric circuits. Electric networks Mat Razi, Nurul Izzati Othman, Marini Yaacob, Hamwira Sakti EEG-based emotion recognition in the investment activities
description	Emotion plays a significant role during a decision making process and greatly influence investor's behavior. This paper investigates investors' emotional perception and exemplify how these emotions may affect their judgement in investment activities. In our experiments, the participants' emotion were derived from electroencephalogram (EEG) while they were trading in the stock market. A negative emotion can reduce the rationality of the investor in decision making and lead them to lose money. However, positive emotion can help them to minimize the risk of negative consequences. Based on the EEG-based emotion recognition, this paper presents the result of an investor that was influenced by their emotion and behaviors while making an investment decisions.
format	Conference or Workshop Item
author	Mat Razi, Nurul Izzati Othman, Marini Yaacob, Hamwira Sakti
author_facet	Mat Razi, Nurul Izzati Othman, Marini Yaacob, Hamwira Sakti
author_sort	Mat Razi, Nurul Izzati
title	EEG-based emotion recognition in the investment activities
title_short	EEG-based emotion recognition in the investment activities
title_full	EEG-based emotion recognition in the investment activities
title_fullStr	EEG-based emotion recognition in the investment activities
title_full_unstemmed	EEG-based emotion recognition in the investment activities
title_sort	eeg-based emotion recognition in the investment activities
publisher	The Institute of Electrical and Electronics Engineers, Inc.
publishDate	2016
url	http://irep.iium.edu.my/54150/ http://irep.iium.edu.my/54150/ http://irep.iium.edu.my/54150/1/54150_EEG-based%20emotion%20%20recognition.pdf http://irep.iium.edu.my/54150/2/54150_EEG-based%20emotion%20recognition_SCOPUS.pdf
first_indexed	2023-09-18T21:16:37Z
last_indexed	2023-09-18T21:16:37Z
_version_	1777411604898381824

EEG-based emotion recognition in the investment activities

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