An article about how galvanic skin response works to measure cognitive load. I am using this article as a source of how GSR works and what type would be most effective to be interpreted by machine learning. Results from both studies indicate that the features explored can detect four and two cognitive load levels with high accuracy even under emotional changes. More specifically, rise duration and accumulative GSR are the common best features in all situations, having the highest accuracy especially in the presence of emotions.
https://dl.acm.org/doi/10.1145/2960413
An article about how galvanic skin response works to measure cognitive load. I am using this article as a source of how GSR works and what type would be most effective to be interpreted by machine learning. Results from both studies indicate that the features explored can detect four and two cognitive load levels with high accuracy even under emotional changes. More specifically, rise duration and accumulative GSR are the common best features in all situations, having the highest accuracy especially in the presence of emotions. https://dl.acm.org/doi/10.1145/2960413