公开(公告)号：US12120260B2

公开(公告)日：2024-10-15

申请号：US17397467

申请日：2021-08-09

Applicant: Microsoft Technology Licensing, LLC

Inventor： Dragomir Dimitrov Yankov ,  Michael Robert Evans ,  Renzhong Wang ,  Senthil Kumar Palanisamy ,  Siddhartha Cingh Arora ,  Alex Jordan Yuter ,  Beibei Cheng ,  Wei Wu

IPC: H04M1/72451 ,  G06N3/049 ,  H04L51/046 ,  H04W4/029

CPC classification number: H04M1/72451 ,  G06N3/049 ,  H04L51/046 ,  H04W4/029

Abstract: Described herein are technologies related to generating a predicted routine of a user of a mobile computing device. Location entries generated by the mobile computing device are processed to generate visit entries, wherein the visit entries are representative of visits made by the user to places over several days. An input sequence of states is constructed based upon the visit entries, wherein each state has a place identifier assigned thereto, and further wherein each state corresponds to a time interval of predefined length. A predicted routine of the user is generated based upon the input sequence of states.