Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review
Healthy lifestyle is a significant factor that impacts on the budget for medicine. According to psychological studies, personality traits based on the Big Five personality traits especially the neuroticism and conscientiousness, have the ability to predict healthy lifestyle profiling. Electrophysiol...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
American Scientific Publishers
2020
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/79853/ http://irep.iium.edu.my/79853/1/79853_Preventive%20and%20Curative%20Personality%20Profiling_submission.pdf http://irep.iium.edu.my/79853/2/79853_Preventive%20and%20Curative%20Personality%20Profiling_MYRA.pdf |
| _version_ | 1848788857201360896 |
|---|---|
| author | Saffiera, Cut Amalia Hassan, Raini Ismail, Amelia Ritahani |
| author_facet | Saffiera, Cut Amalia Hassan, Raini Ismail, Amelia Ritahani |
| author_sort | Saffiera, Cut Amalia |
| building | IIUM Repository |
| collection | Online Access |
| description | Healthy lifestyle is a significant factor that impacts on the budget for medicine. According to psychological studies, personality traits based on the Big Five personality traits especially the neuroticism and conscientiousness, have the ability to predict healthy lifestyle profiling. Electrophysiological signals have been used to explore the nature of individual differences and personality that are related to perception. In this paper, we reviewed studies examining healthy lifestyle profile i.e., preventive and curative using electroencephalography (EEG) and event-related potential (ERP) signals. This study proposed a general experimental model by reviewing the literature to build suitable experimental design for implementing artificial intelligence techniques based on the machine learning. |
| first_indexed | 2025-11-14T17:47:29Z |
| format | Article |
| id | iium-79853 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:47:29Z |
| publishDate | 2020 |
| publisher | American Scientific Publishers |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-798532022-07-22T03:12:56Z http://irep.iium.edu.my/79853/ Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review Saffiera, Cut Amalia Hassan, Raini Ismail, Amelia Ritahani QA75 Electronic computers. Computer science Healthy lifestyle is a significant factor that impacts on the budget for medicine. According to psychological studies, personality traits based on the Big Five personality traits especially the neuroticism and conscientiousness, have the ability to predict healthy lifestyle profiling. Electrophysiological signals have been used to explore the nature of individual differences and personality that are related to perception. In this paper, we reviewed studies examining healthy lifestyle profile i.e., preventive and curative using electroencephalography (EEG) and event-related potential (ERP) signals. This study proposed a general experimental model by reviewing the literature to build suitable experimental design for implementing artificial intelligence techniques based on the machine learning. American Scientific Publishers 2020-02 Article PeerReviewed application/pdf en http://irep.iium.edu.my/79853/1/79853_Preventive%20and%20Curative%20Personality%20Profiling_submission.pdf application/pdf en http://irep.iium.edu.my/79853/2/79853_Preventive%20and%20Curative%20Personality%20Profiling_MYRA.pdf Saffiera, Cut Amalia and Hassan, Raini and Ismail, Amelia Ritahani (2020) Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review. Journal of Computational and Theoretical Nanoscience, 17 (2/3). pp. 531-545. ISSN 1546-1955 E-ISSN 1546-1963 https://www.ingentaconnect.com/contentone/asp/jctn/2020/00000017/00000002/art00001 https://doi.org/10.1166/jctn.2020.8909 |
| spellingShingle | QA75 Electronic computers. Computer science Saffiera, Cut Amalia Hassan, Raini Ismail, Amelia Ritahani Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review |
| title | Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review |
| title_full | Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review |
| title_fullStr | Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review |
| title_full_unstemmed | Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review |
| title_short | Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review |
| title_sort | preventive and curative personality profiling based on eeg, erp, and big five personality traits: a literature review |
| topic | QA75 Electronic computers. Computer science |
| url | http://irep.iium.edu.my/79853/ http://irep.iium.edu.my/79853/ http://irep.iium.edu.my/79853/ http://irep.iium.edu.my/79853/1/79853_Preventive%20and%20Curative%20Personality%20Profiling_submission.pdf http://irep.iium.edu.my/79853/2/79853_Preventive%20and%20Curative%20Personality%20Profiling_MYRA.pdf |