Invention Grant
- Patent Title: Systems and methods of tracking locations visited by mobile devices to quantify a change computed based on matching populations used in change measurement
-
Application No.: US15990521Application Date: 2018-05-25
-
Publication No.: US10779109B2Publication Date: 2020-09-15
- Inventor: Paolo D'Alberto , Veronica Milenkiy , Ahmad Fairiz Azizi
- Applicant: NinthDecimal, Inc.
- Applicant Address: US CA San Francisco
- Assignee: NinthDecimal, Inc.
- Current Assignee: NinthDecimal, Inc.
- Current Assignee Address: US CA San Francisco
- Agency: Greenberg Traurig
- Main IPC: H04W24/00
- IPC: H04W24/00 ; G06Q30/00 ; H04B1/60 ; H04W4/02 ; H04W4/021 ; G06Q30/02 ; H04W4/029 ; H04W48/16

Abstract:
Systems and methods including mobile devices determining their locations using location determination units, such as GPS receivers. A computing device generates a statistical measurement of location pattern changes in relation to a predetermined region for a predetermined period of time. The measurement is generated from a difference between responses of exposed mobile devices and responses of non-exposed mobile devices, which devices are selected based on a cluster analysis to match the distributions of the exposed mobile devices and the non-exposed mobile devices in an attribute space. Each response of a mobile device can be computed based on applying, at a time instance, an anti-symmetric weight function having an exponential distribution to a time series of visitation measurements to generate a response corresponding to the time instance, and summing the responses corresponding to time instances falling within the predetermined period of time as the response of the mobile device.
Public/Granted literature
Information query