Electroencephalogram (EEG) dataset with porn addiction and healthy teenagers under rest and executive function task

A set of electroencephalogram (EEG) signals data obtained from Yayasan Kita Dan Buah Hati (YKBH), Jakarta, Indonesia. The data was collected using a BrainMaker EEG machine with 19 channels. The sampling rate of the machine is 250Hz. There are 14 participants (girl = 5, boy = 9) join the data collection. A psychologist has verified 7 of them are an addiction, and 7 of them are healthy children. The EEG data were recorded through one protocol with five tasks for 10 minutes. The five tasks are baseline, emotional state, memorize task, executive task, and recall task. The obtained data is used for analyzing the pattern of pornography addiction among children. Further analysis of pre-processing, feature extraction, and classification will be applied to the data.

本数据集由雅加达印度尼西亚的Yayasan Kita Dan Buah Hati（YKBH）提供，包含一组脑电图（EEG）信号数据。该数据采用BrainMaker EEG机器采集，该机器拥有19个通道，采样频率为250Hz。数据收集过程中共有14名参与者（其中女性5名，男性9名）参与，经过心理学家验证，其中7名存在成瘾问题，另7名则为健康儿童。数据记录遵循一项协议，包含五项任务，持续时间为10分钟，这五项任务分别为基线任务、情绪状态任务、记忆任务、执行任务和回忆任务。所获数据旨在分析儿童色情成瘾的脑电模式。后续将对数据进行预处理、特征提取和分类等进一步分析。