Investment decisions based on EEG emotion recognition

In the recent years, computational neuroscience which is a study on the brain functions was frequently applied to discover interesting patterns in the investment decisions. Emotions in neurofinance study have been measured by sentiments analysis but not measured by biosignal. Behavioural finance aff...

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Main Authors:	Mat Razi, Nurul Izzati, Othman, Marini, Yaacob, Hamwira Sakti
Format:	Article
Language:	English English
Published:	Ingenta Connect 2017
Subjects:	QA76 Computer software
Online Access:	http://irep.iium.edu.my/61481/ http://irep.iium.edu.my/61481/ http://irep.iium.edu.my/61481/ http://irep.iium.edu.my/61481/13/ICCSE%20KK-Nurul%20Izzati.pdf http://irep.iium.edu.my/61481/19/61481_Investment%20decisions%20based%20on%20EEG_scopus.pdf

id	iium-61481
recordtype	eprints
spelling	iium-614812018-03-14T06:46:32Z http://irep.iium.edu.my/61481/ Investment decisions based on EEG emotion recognition Mat Razi, Nurul Izzati Othman, Marini Yaacob, Hamwira Sakti QA76 Computer software In the recent years, computational neuroscience which is a study on the brain functions was frequently applied to discover interesting patterns in the investment decisions. Emotions in neurofinance study have been measured by sentiments analysis but not measured by biosignal. Behavioural finance affects investors‘ performance which is also influenced by their emotional or cognitive errors in taking the investment decisions. This paper focused on the EEG-based emotion recognition recorded while making decisions that can also be helpful in investment’s returns. The features were extracted by using Mel Frequency Cepstal Coefficient (MFCC) and the classification used the Multi-Layer Perceptron (MLP) classifier. The EEG-based emotion recognition was tested by using the dimensional models of emotions, 12-PAC and rSASM, and also the Radboud Faces Database (RaFD). Results show that investment decisions can be driven by the emotions of the investor and some measurement should be taken before they lose their money. Ingenta Connect 2017-11-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/61481/13/ICCSE%20KK-Nurul%20Izzati.pdf application/pdf en http://irep.iium.edu.my/61481/19/61481_Investment%20decisions%20based%20on%20EEG_scopus.pdf Mat Razi, Nurul Izzati and Othman, Marini and Yaacob, Hamwira Sakti (2017) Investment decisions based on EEG emotion recognition. Advanced Science Letters, 23 (11). pp. 11345-11349. ISSN 1936-6612 http://www.ingentaconnect.com/contentone/asp/asl/2017/00000023/00000011/art00197 10.1166/asl.2017.10280
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Mat Razi, Nurul Izzati Othman, Marini Yaacob, Hamwira Sakti Investment decisions based on EEG emotion recognition
description	In the recent years, computational neuroscience which is a study on the brain functions was frequently applied to discover interesting patterns in the investment decisions. Emotions in neurofinance study have been measured by sentiments analysis but not measured by biosignal. Behavioural finance affects investors‘ performance which is also influenced by their emotional or cognitive errors in taking the investment decisions. This paper focused on the EEG-based emotion recognition recorded while making decisions that can also be helpful in investment’s returns. The features were extracted by using Mel Frequency Cepstal Coefficient (MFCC) and the classification used the Multi-Layer Perceptron (MLP) classifier. The EEG-based emotion recognition was tested by using the dimensional models of emotions, 12-PAC and rSASM, and also the Radboud Faces Database (RaFD). Results show that investment decisions can be driven by the emotions of the investor and some measurement should be taken before they lose their money.
format	Article
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	Investment decisions based on EEG emotion recognition
title_short	Investment decisions based on EEG emotion recognition
title_full	Investment decisions based on EEG emotion recognition
title_fullStr	Investment decisions based on EEG emotion recognition
title_full_unstemmed	Investment decisions based on EEG emotion recognition
title_sort	investment decisions based on eeg emotion recognition
publisher	Ingenta Connect
publishDate	2017
url	http://irep.iium.edu.my/61481/ http://irep.iium.edu.my/61481/ http://irep.iium.edu.my/61481/ http://irep.iium.edu.my/61481/13/ICCSE%20KK-Nurul%20Izzati.pdf http://irep.iium.edu.my/61481/19/61481_Investment%20decisions%20based%20on%20EEG_scopus.pdf
first_indexed	2023-09-18T21:27:13Z
last_indexed	2023-09-18T21:27:13Z
_version_	1777412271612362752

Investment decisions based on EEG emotion recognition

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