SAP SE
INTELLIGENT LOADING OF USER INTERFACE RESOURCES

Abstract:

Intelligent loading of user interface resources is provided herein. Intelligent loading can include generating a usage pattern for a user interface. The usage pattern can be generated based on usage data gathered from use of the user interface. The usage data can be categorized by user, and user-specific usage patterns can be generated based on that user's usage data. Usage patterns can be generated via a machine-learning algorithm. The machine-learning algorithm can be trained on the usage data of a user interface. The machine-learning algorithm can be trained on usage data of a specific user of a user interface. The usage pattern can indicate a predictive order of use of resources in a user interface. Resources for a user interface can be loaded based on the usage pattern. Loading the resources based on a usage pattern can be performed in parallel to loading and using a user interface.