Patent ID: 11882192
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: IT methods for management (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 11:
12. The transmitting device of claim 9, wherein the processor being responsive to further computer-executable instructions contained in the program code and operative to:
receive the static rules from a first remote hosting system;
receive general machine learning models from a second remote hosting system, wherein the general machine learning models comprise trained models trained using general data from a plurality of devices attempting to complete the scenario;
access personal machine learning models, wherein the personal machine learning models comprise trained models trained using personal data specific to the transmitting device attempting to complete the scenario, and wherein the personal data is restricted based on privacy settings; and
merge the static rules, the general machine learning models, and the personal machine learning models into a set of merged rules for the rules engine for analyzing the device signals based on the scenario.