SYSTEMS AND METHODS FOR BEHAVIOURAL AND CONTEXTUAL DATA ANALYTICS
First Claim
1. A computer system to process observational data received from a wireless device, the computer system comprising:
- a memory including machine readable instructions; and
a processor to execute the instructions to;
process the observational data to identify temporally adjacent applications to generate usage metric data, the observational data including application usage data;
build a behavior model based on the identified temporally adjacent applications, the behavior model to describe user behavior associated with the wireless device; and
apply the behavior model to predict a usage duration of a second application in response to usage of a first application.
5 Assignments
0 Petitions
Accused Products
Abstract
System and method for behavioral and contextual data analytics are disclosed. An example computer system to process observational data received from a wireless device includes a memory including machine readable instructions and a processor to execute the instructions to: process the observational data to identify temporally adjacent applications to generate usage metric data, the observational data including application usage data; build a behavior model based on the identified temporally adjacent applications, the behavior model to describe user behavior associated with the wireless device; and apply the behavior model to predict a usage duration of a second application in response to usage of a first application.
33 Citations
40 Claims
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1. A computer system to process observational data received from a wireless device, the computer system comprising:
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a memory including machine readable instructions; and a processor to execute the instructions to; process the observational data to identify temporally adjacent applications to generate usage metric data, the observational data including application usage data; build a behavior model based on the identified temporally adjacent applications, the behavior model to describe user behavior associated with the wireless device; and apply the behavior model to predict a usage duration of a second application in response to usage of a first application. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. A computer system to process observational data received from a wireless device, comprising:
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a memory including machine readable instructions; and a processor to execute the instructions to; process the observational data to identify temporally adjacent applications to generate usage metric data, the observational data including application usage data; build a behavior model based on the identified temporally adjacent applications, the behavior model to describe user behaviors associated with the wireless device; and apply the behavior model to calculate a probability of using a second application based on detected usage of a first application.
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31. A method to process observational data received from a wireless device, the method comprising:
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processing, with a processor, observational data from the wireless device to identify temporally adjacent applications to generate usage metric data, the observational data including application usage data; building, with the processor, a behavior model based on the identified temporally adjacent applications, the behavior model describing user behaviors associated with the wireless device; and applying, with the processor, the behavior model to predict a usage duration of a second application in response to usage of a first application. - View Dependent Claims (32, 33)
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37. A tangible computer readable storage device or storage disk comprising instructions that, when executed, cause a machine to, at least:
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process observational data to identify temporally adjacent applications to generate usage metric data, the observational data from a wireless device, the observational data including application usage data; calculate a statistical model of usage behavior to provide a status estimate for the wireless device at a particular instant using the observational data; and apply the behavior model to calculate a usage duration of a second application in response to usage of a first application. - View Dependent Claims (38)
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Specification