Microsoft Technology Licensing, LLC

Christopher Wallace Heuser

Song Zou

Gregory Thomas Mattox, Jr

Allison Anne O'Mahony

Brian Daniel Beck

Michael John Bray

Omobayonle AyoYinka Olatunji

Carmen Quan

Patrick Seth Donoghue

Lola Marie Ball

Peter Nils Skillman

Eduardo Quijano Rivadeneyra

The present disclosure relates to systems, methods, and computer-readable media to predict disengagement of a user from a gaming application and generate a recommendation for delivery to the user based on the predicted disengagement. For example, systems disclosed herein may train, receive, or otherwise obtain a disengagement prediction model trained to predict whether a user will disengage from a gaming application within a predetermined period of time. Systems described herein can further collect gaming data including system platform data and publisher-specific data to provide to the prediction model for use in determining a disengagement metric for the user. The systems disclosed herein may further generate a recommendation based on the disengagement metric and deliver the recommendation to a client device associated with the user.

Predicting disengagement and selectively delivering engagement content

A computer-implemented technique is described herein for presenting notifications on a user interface presentation of a recipient computing device. The technique is considered tiered because it distinguishes between first-type (people-centric) notifications and second-type notifications, and because it processes and presents first-type notifications in a privileged manner compared to the second-type notifications. For instance, the technique presents content associated with each first-type notification in an allocated window that appears in positional association with a person indicator, where that person indicator identifies the person who sent the first-type notification; the technique presents each second-type notification in a different manner. In some implementations, an application developer who designs a custom first-type notification is given authority to draw within the allocated window that is used to present the custom first-type notification in a manner specified by the application developer.

Tiered notification framework

Growing community of inventors

Bellevue, WA, United States of America

Christopher Wallace Heuser