EDUS - Emotion Dataset on Undiksha Students

Description

This dataset is a collection of electroencephalogram (EEG) data signals recorded on 17 participants (ten males and seven females) of Ganesha University of Education students. EEG signal recording using the Emotiv Epoc X device with 14 channels. This EEG data signal will be used to represent the participants' emotions. Two emotion indicators are used, namely, High/Low for Arousal and Positive/Negative for Valence. The stimulus media used are film clips validated using the Cronch-Bach Alpha method. The selected stimulus media represent four quadrants of emotion: High Arousal Positive Valence, High Arousal Negative Valence, Low Arousal Negative Valence, and Low Arousal Positive Valence.

Steps to reproduce

1. Determination Population and Research Sample Population from study This is student active Faculty of Engineering and Vocational Studies Undiksha . Population will given questionnaire characteristic big five inventory personality developed by Ramdhani (23), distribution and filling questionnaire characteristic personality done online. 2. Submission of Feasibility Study Ethics Study This will submit suitability ethics study to committee ethics study Undiksha , thing This as form commitment that study This in accordance with code ethics applicable and non- applicable research endanger man as subject research . All form data acquisition will through stage protocol health namely checking temperature and delivery information study to sample related . Data acquisition will give compensation accommodation and consumption to sample as form consideration ethical For every summons 3. Stimulus Media Rating Data Acquisition Stimulus media ranking data acquired with to show a collection of existing stimulus media collected researcher For participants supporters . After participant stimulus media display will given questionnaire questionnaire with SAM instrument for know emotions felt by participants after watching stimulus media. The acquisition process was inspired by research by Koelstra (28)and Miranda-Correa (29). The process was carried out offline with stages as following. 4. Stimulus Media Testing Data Analysis Analysis of the results data acquisition sample Supporter will done ranking validity of the stimulus media displayed with SAM questionnaire in the form of Cronbach 's alpha calculation

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