Applying Neural Network to Assess Application User Experience

The paper describes the approach to obtain an objective user assessment of the application user interface and the process of working with it in real time using convolutional neural network. The neural network is trained and the emotional assessment and level of user fatigue when working with the application are determined. It is assumed that the recognition of emotions, fatigue and concentration will be the best solution for high accuracy of assessment and maximum audience coverage.