Telefonaktiebolaget LM Ericsson (publ) (20240320489). METHODS AND DEVICES RELATED TO EXPERIENCE-APPROPRIATE EXTENDED REALITY NOTIFICATIONS simplified abstract
Contents
METHODS AND DEVICES RELATED TO EXPERIENCE-APPROPRIATE EXTENDED REALITY NOTIFICATIONS
Organization Name
Telefonaktiebolaget LM Ericsson (publ)
Inventor(s)
Konstantinos Vandikas of Solna (SE)
Kristijonas Cyras of San Jose CA (US)
Alexandros Nikou of Danderyd (SE)
Alessandro Previti of STOCKHOLM (SE)
METHODS AND DEVICES RELATED TO EXPERIENCE-APPROPRIATE EXTENDED REALITY NOTIFICATIONS - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240320489 titled 'METHODS AND DEVICES RELATED TO EXPERIENCE-APPROPRIATE EXTENDED REALITY NOTIFICATIONS
The abstract describes a computer-implemented method for determining extended reality (XR) notification types using a machine learning model to deliver event notifications to users.
- User information, including characteristics and relationships data, is received.
- Event information, including event type data, is received.
- Recommended notification types and predicted emotional states for the user are determined using a machine learning model.
- Local preferences information for the user is received, including preferences for notification types, event types, and emotional states.
- The notification type for delivering the event notification to the user is selected by comparing predicted emotional states and local preferences.
- The event notification is delivered to the user using the selected notification type.
Potential Applications: - Personalized event notifications in extended reality experiences - Enhancing user engagement and emotional responses in XR environments
Problems Solved: - Improving user experience by delivering tailored event notifications - Enhancing emotional engagement and satisfaction in XR interactions
Benefits: - Increased user satisfaction and engagement in XR applications - Improved relevance and impact of event notifications in XR environments
Commercial Applications: Title: Personalized XR Event Notification System This technology can be utilized in virtual events, gaming, training simulations, and entertainment industries to enhance user experiences and emotional engagement in XR environments.
Questions about XR Event Notification System: 1. How does the machine learning model determine recommended notification types for users? 2. What are the key factors considered in selecting the notification type for delivering event notifications to users?
Original Abstract Submitted
a computer-implemented method (500) for determining, using a machine learning (ml) model, extended reality (xr) notification types for delivering notification of an event to a user is provided. the method includes receiving user information, wherein the user information includes user characteristics and relationships data; receiving event information, wherein the event information includes event type data; determining, using a machine learning (ml) model, recommended notification types for delivering notification of the event to the user and, for each recommended notification type, predicted emotional state information including a predicted emotional state of the user and a rating; receiving local preferences information for the user, wherein the local preferences information includes one or more of local preferences for different notification types, different event types, and different wanted emotional states; selecting the notification type for delivering the notification of the event to the user by comparing, for each recommended notification type, the predicted emotional state information and the local preferences information; and delivering the notification of the event to the user using the selected notification type.
