Dewi's Portfolio

Research Brainwave and EEG

Research Output and Presentation

Research Paper

Combination of EEG and Brainwave Mind Lamp to detect the value of Attention, Meditation and Fatigue of a personElectroencephalography (EEG) is a technique to capture the brainwaves, which are generated due to the activities of the human brain on the scale of micro-electrical voltage. Stress is a state of mind which leads to emotional instability leading to number of health issues. It is really effective to listen the corresponding music according to the person's emotional state to release stress. This paper uses brainwave instrument combined with Android Studio to develop mobile phone software and uses Bluetooth transmission to EEG on the phone screen to analyze the emotional effects of various music. We also use the brainwave mind lamp to present the brain of color change of the wave data. The project is to study which type of music can bring to different person soothing effect, and then achieve the effect of emotional control, and also observe the user's emotional control through the brainwave mind lamp.

Mobile Applications for Music Recommendation System Combined with Brainwave | Proceedings of the 6th International Conference on Medical and Health Informatics

Brainwave for gender-based music recommendation system analysis - Multimedia Tools and ApplicationsEmotions are psychophysiological states of mind that present themselves as positive or negative responses to external and internal stimuli in humans. Brainwave data offers unbiased insights into an individual's immediate emotional and cognitive reactions to music, enabling highly customized recommendations. Song has long been a popular medium for conveying human emotions as an alternative to other forms of communication. A brainwave-based recommendation system can accurately detect and suggest music that facilitates relaxation, mitigates stress, and improves overall well-being. This article uses a brainwave instrument in conjunction with Android Studio to construct mobile phone software, and it employs Bluetooth transfer to electroencephalographic (EEG) on the phone screen to assess the emotional impacts of various types of music on the brain. Using a brainwave mind lamp, we can show the brain changing color in response to wave data. The objective of this study is to examine the specific genres of music that can induce relaxation in individuals of different genders (male and female). Additionally, the project seeks to assess the impact of music on emotional regulation and measure the user's emotional control using a brainwave mind lamp. Based on the results of our investigation, we can summarize the findings as follows: Listening to calm music, nervous music, and sad music can help male users feel more relaxed in their daily lives. Female listeners can achieve a higher level of relaxation by listening to genres such as classical, electronic, joyful, and nature-inspired music. Integrating brainwave analysis into a gender-based music recommendation system improves customization, precision, and emotional impact.

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christine.dewi13@gmail.com

christine.dewi@uksw.edu

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