The data collection of the human subjects' brainwaves was performed using a specific experiment of showing a set of pictures that stimulate different emotions on the human subjects. In order to create this kind of experiment, a Java application is developed by us to simulate the visual experiment with the IAPS. It is a simple Java application developed in Eclipse IDE. The main purpose of the application is to collect subjects' credential information and show in sequence the selected set of images from IAPS.
The dataset is collected for the purpose of investigating how brainwave signals can be used to industrial insider threat detection. The dataset was connected using Emotiv Insight 5 channels device. The dataset contains data from 17 subjects who accepted to participate in this data collection.