Connected home analytics system
AssigneeState Farm Mutual Automobile Insurance Company
InventorRyan Michael Gross
Life of this patent
Estimating the term…
Abstract
A connected home analytics system may (1) ingest first operational information from a first connected device of a domicile and second operational information from a second connected device of the domicile; (2) identify, using at least one machine learning model, one or more conditions of the domicile based upon a combination of the first operational information and the second operational information; and (3) initiate one or more actions responsive to identifying the one or more conditions of the domicile.
Claims20
A connected home analytics system comprising:
- one or more memory devices having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to perform operations comprising:
- ingesting first operational information from a first connected device of a domicile and second operational information from a second connected device of the domicile;
- identifying, using at least one machine learning model, one or more conditions of the domicile based upon a combination of the first operational information and the second operational information;
- and
- initiating one or more actions responsive to identifying the one or more conditions of the domicile.
A computer-implemented method for performing connected home analytics, the computer-implemented method comprising:
- ingesting operational information from a first connected device of a domicile;
- identifying, using at least one machine learning model, one or more conditions of the domicile based upon the first operational information;
- identifying, using the at least one machine learning model, a second connected device of the domicile based upon the one or more conditions of the domicile and a functionality of the second connected device;
- and
- initiating one or more actions for responding to the one or more conditions of the domicile using the second connected device responsive to identifying the one or more conditions of the domicile and to identifying the second connected device.
A non-transitory computer-readable medium comprising instructions stored thereon that, when executed by one or more processors, cause the one or more processors to perform operations comprising:
- ingesting first operational information from a first connected device of a domicile and second operational information from a second connected device of the domicile;
- determining, using at least one machine learning model, a first characteristic of the domicile based upon the first operational information and a second characteristic of the domicile based upon the second operational information;
- identifying, using the at least one machine learning model, one or more conditions of the domicile based upon a correlation between the first characteristic and the second characteristic;
- and
- initiating one or more actions responsive to identifying the one or more conditions of the domicile.
Dependencies are inferred from the claim text.