Abberation detection technology
In some implementations, techniques are described for detecting abnormal installations in a property monitored by a monitoring (e.g., security) system. For instance, an aberration engine may be used to detect an abnormal sensor or system installation within a property based on comparing detected installation data against local installation patterns of local providers within a certain proximity to the property. In some examples, the attributes (e.g., installation time, components used, number of tests performed, etc.) of a monitoring system installation, including installation of components of the monitoring system, may be compared to average installation times of other nearby installations to detect abnormalities in the installation.
1. A method performed by one or more computers, the method comprising:
obtaining current installation data for a property indicating an installation of a monitoring system in the property;
obtaining aggregate installation data for multiple other properties, the aggregate installation data indicating successful installation events at the multiple other properties;
detecting an aberration associated with the installation of the monitoring system at the property based on the current installation data and the aggregate installation data; and
performing an action related to the installation of the monitoring system at the property based on the aberration associated with the installation of the monitoring system at the property.
2. The method of claim 1 , wherein:
the aggregate installation data identifies an average timing of the past installations of monitoring systems at the multiple other properties; and
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular timing of the installation of the monitoring system at the property, and
detecting that the particular timing is longer than the average timing of the past installations of monitoring systems at the multiple other properties.
3. The method of claim 1 , wherein:
the aggregate installation data identifies a combination of types of components installed in past installations of monitoring systems at the multiple other properties
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular combination of types of components being installed in the installation of the monitoring system at the property; and
determining that the particular combination of types of components fail to match the combination of types of components installed in a threshold percentage of the past installations.
4. The method of claim 3 , wherein detecting the aberration associated with the installation of the monitoring system at the property comprises detecting that the installation of the monitoring system at the property lacks at least one component installed in the threshold percentage of the past installations.
5. The method of claim 1 , wherein:
the aggregate installation data identifies an order in which components that have been installed in past installations of monitoring systems at the multiple other properties; and
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular order in which components that have been installed in the installation of the monitoring system at the property, and
determining that the particular order fails to match the order in which components that have been installed in past installations of monitoring systems at the multiple other properties.
6. The method of claim 1 , wherein performing the action related to the installation of the monitoring system at the property comprises transmitting, to a security provider, a communication identifying the aberration associated with the installation of the monitoring system at the property.
7. The method of claim 1 , wherein performing the action related to the installation of the monitoring system at the property comprises transmitting, to a user associated with the property, a communication identifying the aberration associated with the installation of the monitoring system at the property.
8. A non-transitory computer-readable storage device encoded with computer program instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:
obtaining current installation data for a property indicating an installation of a monitoring system in the property;
obtaining aggregate installation data for multiple other properties, the aggregate installation data indicating successful installation events at the multiple other properties;
detecting an aberration associated with the installation of the monitoring system at the property based on the current installation data and the aggregate installation data; and
performing an action related to the installation of the monitoring system at the property based on the aberration associated with the installation of the monitoring system at the property.
9. The non-transitory computer-readable storage device of claim 8 , wherein:
the aggregate installation data identifies an average timing of the past installations of monitoring systems at the multiple other properties; and
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular timing of the installation of the monitoring system at the property, and
detecting that the particular timing is longer than the average timing of the past installations of monitoring systems at the multiple other properties.
10. The non-transitory computer-readable storage device of claim 8 , wherein:
the aggregate installation data identifies a combination of types of components installed in past installations of monitoring systems at the multiple other properties
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular combination of types of components being installed in the installation of the monitoring system at the property; and
determining that the particular combination of types of components fail to match the combination of types of components installed in a threshold percentage of the past installations.
11. The non-transitory computer-readable storage device of claim 10 , wherein detecting the aberration associated with the installation of the monitoring system at the property comprises detecting that the installation of the monitoring system at the property lacks at least one component installed in the threshold percentage of the past installations.
12. The non-transitory computer-readable storage device of claim 8 , wherein:
the aggregate installation data identifies an order in which components that have been installed in past installations of monitoring systems at the multiple other properties; and
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular order in which components that have been installed in the installation of the monitoring system at the property, and
determining that the particular order fails to match the order in which components that have been installed in past installations of monitoring systems at the multiple other properties.
13. A system comprising:
one or more processors; and
one or more non-transitory computer-readable storage devices storing instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
obtaining current installation data for a property indicating an installation of a monitoring system in the property;
obtaining aggregate installation data for multiple other properties, the aggregate installation data indicating successful installation events at the multiple other properties;
detecting an aberration associated with the installation of the monitoring system at the property based on the current installation data and the aggregate installation data; and
performing an action related to the installation of the monitoring system at the property based on the aberration associated with the installation of the monitoring system at the property.
14. The system of claim 13 , wherein:
the aggregate installation data identifies an average timing of the past installations of monitoring systems at the multiple other properties; and
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular timing of the installation of the monitoring system at the property, and
detecting that the particular timing is longer than the average timing of the past installations of monitoring systems at the multiple other properties.
15. The system of claim 13 , wherein:
the aggregate installation data identifies a combination of types of components installed in past installations of monitoring systems at the multiple other properties
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular combination of types of components being installed in the installation of the monitoring system at the property; and
determining that the particular combination of types of components fail to match the combination of types of components installed in a threshold percentage of the past installations.
16. The system of claim 15 , wherein detecting the aberration associated with the installation of the monitoring system at the property comprises detecting that the installation of the monitoring system at the property lacks at least one component installed in the threshold percentage of the past installations.
17. The system of claim 13 , wherein:
the aggregate installation data identifies an order in which components that have been installed in past installations of monitoring systems at the multiple other properties; and
detecting the aberration associated with the installation of the monitoring system at the property comprises:
detecting a particular order in which components that have been installed in the installation of the monitoring system at the property, and
determining that the particular order fails to match the order in which components that have been installed in past installations of monitoring systems at the multiple other properties.