Published: 3^rd June, 2024

DOI:  https://doi.org/10.66419/PDBT7780

 

Cognitive Response Classification From Physiological  Recordings Based on Data Segregation

 

Fatima ISIAKA

 

 

Abstract

The cognitive response is a range of mental processes relating to the acquisition, manipulation, storage, and retrieval of information. It helps to underpin a lot of daily life activities both health, age span, and diseases. The main ability to test and monitor cognitive performance across the lifespan opens up the chance for both patients and users to be identified and access certain treatments faster and stay healthy and also increase cognitive perception by helping to optimise a given process. The paper addresses concepts in cognitive response by data marginalisation using aggregate residuals of the user to  understand their cognitive response based on five main classes of user cognition to solve a particular problem. Forty participants were recruited to test the level of cognition on a complex mathematical problem; they were asked to solve these problems using the shortest means to arrive at the solution. The result shows that the complex mood is usually related to these forms of problem, while the user is relaxed and complexity in a problem doesn’t necessarily mean a high optimal response at peak level, but rather a decrease in amplitude of the person’s response to task performance.

Keywords : Cognitive response, Complex mathematical problem, Peak response, Residual output, Cognitive analytics, Task performance