Intelligent System for Assessing Human Stress Using EEG Signals and Psychoanalysis Tests
- Resource Type
- Conference
- Authors
- Sulaiman, Norizam; Taib, Mohd Nasir; Lias, Sahrim; Murat, Zunairah Hj; Aris, Siti Armiza Mohd; Mustafa, Mahfuzah; Rashid, Nazre Abdul; Hamid, Noor Hayatee Abdul
- Source
- 2011 Third International Conference on Computational Intelligence, Communication Systems and Networks Computational Intelligence, Communication Systems and Networks (CICSyN), 2011 Third International Conference on. :363-367 Jul, 2011
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Stress
Electroencephalography
Humans
Graphical user interfaces
Biomedical monitoring
Indexes
Intelligent system
Psychoanalysis tests
EEG signals
GUI
Stress Level
EEG dominant index
- Language
This paper presents a results of designing an intelligent system to evaluate human stress level using Electroencephalogram (EEG) signals and Psychoanalysis tests. The questionnaires for Psychoanalysis tests were created based on Cohen's Perceived Stress Scale (PSS). EEG signals were captured using wireless EEG equipment. The Graphical User Interface (GUI) for the Psychoanalysis tests and EEG signals were created. The system was evaluated for 12 healthy subjects (7 females and 5 males). The results show that the intelligent system able to display the stress score, stress level and dominant index of EEG signals simultaneously. Thus, users can use the results of the system to take necessary action in order to improve their lifestyle.