Stress & Emotion Recognition Using Sentiment Analysis With Brain Signal

Stress, in common parlance, is the negative emotional state that arises when people feel overwhelmed by their responsibilities and cannot successfully do their daily tasks. There may be temporary benefits to stress. The negative effects of stress on health are well-documented, and they worsen with duration. Personality disorders, anxiety, and depression are all possible outcomes. The health issues stress creates can be mitigated if you have a firm grasp of how stress works in the body. One of the most reliable methods for determining human emotion and stress is through the analysis of brain signals. This signal-based or brain-wave-based technology can help diagnose a wide range of illnesses and impairments, much like EEG does. Emotion and mental strain can be detected using sentiment analysis. Therefore, a reliable, accurate, and precise system is essential. The purpose of this research is to create a more precise and reliable system for detecting stress in real time utilizing Electroencephalography (EEG) data. The human brain’s electrical activity (EEG) can be used as a reliable, noninvasive stress gauge.