Microsoft Technology Licensing, LLC

Lihao Zhang

Ahmed Hassan Mohamed

Ke Wang

Tiancong Zhou

Victor Macêdo Alexandrino

Anirudhan Vijayakanthan

Kushal Manohar Aurangabadkar

Victor Renjie Fu

Pol Llado

The present disclosure relates to providing personalized service schedule in a computing network for a service provider to provide a service. In particular, the systems described herein utilize signal history of a plurality of users to train a model and to predict a cumulative signal amount for an individual user for a predetermined time frame in the future by drawing inferences from the model. The system described herein further transforms the predicted cumulative signal amounts to activity data and a personalized service schedule for the individual user may be updated based on the predicted activity data. The personalized service schedule may be utilized by disabling the service, or pausing the service or pausing a feature of the service when the predicted activity data indicates that the user is likely to be inactive.

Personalized service scheduling

Growing community of inventors

Quincy, MA, United States of America

Lihao Zhang