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�...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
The Institute of Electrical and Electronics Engineers, Inc.
2016
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| Online Access: | 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 |
| _version_ | 1848784357838290944 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T16:35:58Z |
| format | Proceeding Paper |
| id | iium-54150 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:35:58Z |
| publishDate | 2016 |
| publisher | The Institute of Electrical and Electronics Engineers, Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 Proceeding Paper 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/ |
| 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 |
| title | 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_short | EEG-based emotion recognition in the investment activities |
| title_sort | eeg-based emotion recognition in the investment activities |
| topic | TK452 Electric apparatus and materials. Electric circuits. Electric networks |
| 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 |