Abstract: Biosensing measurements (e.g., heart rate, pupil size, cognitive load, stress level, etc.) are communicated in the context of events that occurred concurrently with the biosensing measurements. The biosensing measurements and the contextual events can be presented in real-time or as historical summaries. Such presentations allow users to easily gain useful insights into which specific events triggered which specific physiological responses in users. Therefore, the present concepts more effectively communicate insights that can be used to change user behavior, modify workflow, design improved products or services, enhance user satisfaction and wellbeing, increase productivity and revenue, and eliminate negative impacts on user's emotions and mental state.

Abstract: The present disclosure relates to methods and systems for improving user experiences of an application. The methods and systems receive biological feedback of the user as the user interacts with an application and adapts the application's behavior in response to detecting a user's instantaneous reaction in response to interactions with the application. The methods and systems use a machine learning model to compare the user's current state based on the biological feedback received to known states to determine the user's instantaneous reaction to interactions with the application. The methods and systems provide feedback with a user experience classification of the user's interactions with the application.