Related Experiment Video
Updated: Mar 6, 2026

Assessment and Communication for People with Disorders of Consciousness
Published on: August 1, 2017
CoSuBio: Confidence and success dataset based on multimodal biosignals
Berke Deniz1, Fatma Patlar Akbulut2
1Research and Development Center, Next4biz, Istanbul, Türkiye.
Abstract:
Understanding how self-confidence fluctuates during cognitive activity and how these fluctuations relate to objective physiological signals remains a challenge in psychological and computational research. Existing multimodal datasets predominantly focus on stress, affect, or workload, and do not systematically capture experimentally manipulated self-confidence states. The CoSuBio dataset addresses this gap by providing a publicly available multimodal dataset collected under controlled confidence induction conditions. The dataset comprises synchronized EEG, peripheral physiological signals, behavioral task performance, and self-reported confidence measures from 34 participants who completed three within-subject phases: neutral, confidence-reducing, and confidence-enhancing. Continuous EEG (1 Hz), electrodermal activity, blood volume pulse, temperature, and accelerometer data were recorded alongside decision-making tasks, cognitive games, and puzzle-solving activities. Facial expression recordings are included for two participants who provided explicit consent. CoSuBio represents the first open dataset specifically designed to examine confidence-induced cognitive and behavioral changes using multimodal biosignals. It enables research on confidence estimation, performance prediction, and multimodal learning, and supports applications in adaptive learning systems, clinical psychology, affective computing, and human-computer interaction.
More Related Videos
06:32Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring
Published on: July 14, 2023
06:34A Single-Channel and Non-Invasive Wearable Brain-Computer Interface for Industry and Healthcare
Published on: July 7, 2023
Related Concept Videos
Confidence Coefficient
Confidence Intervals
A...
Uncertainty: Confidence Intervals
Interpretation of Confidence Intervals
Confidence intervals have confidence coefficients that are crucial for their interpretation. The most common confidence coefficients are 0.90, 0.95, and 0.99, which can be written as percentages–90%, 95%, and 99%, respectively.
Suppose a person calculates a confidence interval with a confidence coefficient of 0.95. In that case, they can...
Confidence Interval for Estimating Population Mean
A confidence interval for the mean is a range of values that provides an estimate of the population mean. As the...