Sprint Communications Comapny L.p.

Matthew Habiger

Robert H Burcham

Adam C Pickett

Jared K Harpole

Naseer A Dari

Jason Delker

Prashanth Dannamaneni

Wayne William Schroeder

Brooke M Bobe

Gina R Donnici

Phaneendra Brahmadevara

Dillion M Hughes

Mariann R Sylvester

Yashwanth R Dannamaneni

Dillon M Hughes

Jonathan P Auch

John Walter Swiecicki

Paul M Day

A method of managing use of a digital billboard. The method comprises determining, by an analysis application executing on a computer system, a plurality of mobile viewsheds for each of a plurality of mobile communication devices, where a mobile viewshed comprises a location, a speed, a direction of travel of the mobile communication device, accessing demographic and profile information of a subscriber associated with the device, determining an arcscore for each of the mobile viewsheds that intersect a static viewshed of the digital billboard based in part on the speed of the mobile viewshed and the angular alignment of the direction of travel of the mobile viewshed with an orientation of the static viewshed of the digital billboard, and rotating content presentation on the digital billboard at a rate determined in part based on the arcscores and based on the average traffic speed.

Adapting content presentation based on mobile viewsheds

A method of analyzing location data of mobile communication devices. The method comprises determining a dwell time of each of a plurality of mobile communication devices in location clusters associated with each device by an application that executes on a computer, determining a centroid of the location clusters by the application, for each of the plurality of mobile communication devices, determining by the application centroids of the location clusters associated with the mobile communication device that are located within a predefined geometry, analyzing by the application the dwell times of mobile communication devices in the predefined geometry based on the determination of centroids that are located within the predefined geometry, and building a building traffic flow survey by the application based on the analysis of dwell times of mobile communication devices in the predefined geometry.

Mobile communication device location data analysis supporting build-out decisions

A method of determining traffic in a subway system. The method comprises analyzing a first type of location data associated with mobile communication devices to determine subway entry points and subway exit points of the devices, analyzing different pairs of entry and exit points to infer probabilities that a device transits between a pair of entry points by different routes based on a WiFi SSID included in the first type of location data, analyzing a second type of location data associated with mobile communication devices to identify entry and exit points of the devices based on a cell site identity included in the second type of location data, for each pair of entry point and exit point associated with the second type of location data, determining a fractional route count for the device transiting between the entry and exit points for each different subway route based on the inferred probabilities.

System and method of mobile phone location in a subway transit environment

A method to determine a traffic flow at a point-of-interest (POI). The method comprises presenting a user interface on a display that shows segments overlaid on a map, receiving input that defines a perimeter of a POI, determining route segments contained within the perimeter of the POI, creating a POI object that comprises the identities of the route segments contained within the perimeter of the POI, whereby a geolocation of the POI is defined, for each of a plurality of mobile communication devices, determining route segments traversed by the mobile communication device based on geolocations of the device, and determining a number of different mobile communication devices that intersect with the POI based on comparing the route segments traversed by the mobile communication devices to the route segments associated to the POI object, whereby a traffic flow at the geolocation of the POI is determined.

Route segmentation analysis for points of interest

A telecommunications service provider network gateway computer system. The gateway computer comprises a processor, a non-transitory memory, and a probe application stored in the non-transitory memory. When executed by the processor, the probe application monitors data packets received from a radio access network (RAN), identifies data packets addressed to a server computer hosting a mobile application downloading site, for the data packets addressed to the downloading site, collect information associated with telecommunications service subscribers downloading applications from the downloading site based on a telecommunications service subscriber identity associated with each of the data packets provided to the gateway server computer by the RAN, generates a report based on the information collected that anonymizes the subscribers' identities, and transmits the report to an operator of the downloading site. The gateway computer system transmits the data packets received from the RAN on to destination hosts identified in the data packets.

Attribution of network events pursuant to configuring mobile communication devices

A method of building a statistical survey of locations of mobile communication devices partitioned by geohashes. The method comprises accessing event data items from a data store, wherein each item of event data is created by a mobile communication device, based on the identities of cell sites associated with the items of event data, creating a plurality of location fixes of the mobile communication devices, wherein each of the created location fixes comprises a location determined based on a location of the identified cell site and a time stamp based on a time stamp of an associated item of event data, analyzing each of the location fixes by determining a first geohash that contains the location fix, determining counts of location fixes in each of a plurality of geohashes, and storing each count associated with a geohash in a data store, wherein each count is indexed by its associated geohash.

Traffic analysis of mobile phones partitioned by geohash

A method of determining presence of mobile communication devices at points-of-interest. The method comprises analyzing location data of a mobile communication device by a clustering application executing on a computer system, determining clusters of the location data by the clustering application, determining cluster centroids by the clustering application, determining a plurality of routes traveled by the device by a routing application based on the centroids, analyzing the centroids and the routes by a patterning application, determining a pattern of association between the centroids and the routes by the patterning application, observing a previously determined pattern of centroids by the patterning application, and based on observing the previously determined pattern of centroids, determining a route traveled by the device by the patterning application, whereby an instance of determining the route traveled by the device by the routing application is avoided.

Pattern matching in point-of-interest (POI) traffic analysis

A computer system for conducting an Internet protocol (IP) notification campaign. The system comprises an application that receives a request to send notifications to a number of mobile communication devices that identifies a content of the IP notification, analyzes information associated with mobile devices based on the request, where analyzing the information comprises determining a number of IP notifications previously sent to the mobile devices during a predefined period of time and determining other information about the mobile devices, determines a score for each of the analyzed plurality of mobile devices based on the content of the IP notification and the analysis, and subject to a restriction against sending more than a predefined number of IP notifications to a mobile device during the predefined period of time, selects the number of mobile devices based on their scores, and transmits the IP notification to each of the selected mobile devices.

System and method of targeting internet protocol (IP) notifications to mobile communication devices

A method of tuning a point-of-interest (POI) definition in a mobile communication device location data analysis application. The method comprises configuring a POI group definition into the analysis application, causing by a POI tuning application the analysis application to execute and count intersections of routes of mobile communication devices with a POI group based on the POI group definition, for each POI that is associated with the POI group, assigning the count of intersections with the POI group by the analysis application to a count of intersections of routes of devices with the POI, receiving information about the count of intersections of the routes of devices with the plurality of POIs in the POI group from the analysis application by the POI tuning application, and presenting the information about the count of intersections in a user interface by the POI tuning application, whereby the analysis application is iteratively tuned.

Point of interest (POI) definition tuning framework

A geolocating method to determine a traffic flow at a point-of-interest (POI). The method comprises clustering geolocation data associated with a plurality of mobile communication devices by an analysis application executing on a computer system based on different clustering algorithms associated with different travel modes identified by the geolocation data, for each of the plurality of mobile communication devices, determining travel routes traversed by the mobile communication device by the analysis application based on the clustering of the geolocation data and based on a map of travel routes, where each of the travel routes is one of a highway travel route, a light rail travel route, or a footpath travel route, and, for each of a plurality of POIs, determining by the analysis application a number of different mobile communication devices that intersect with the POI based on the travel routes traversed by the mobile communication devices.

Pre-processing of mobile communication device geolocations according to travel mode in traffic analysis

A mobile communication device with self-adapting notification presentation. The device comprises a processor, a cellular radio transceiver, a non-transitory memory, a first mobile application stored in the non-transitory memory that, when executed by the processor, receives a first notification bundle, where the first notification bundle comprises a first notification in a plurality of different formats, and presents the first notification in one of the different formats based on a first format preference, and a notification presentation format adaptation application stored in the non-transitory memory that, when executed by the processor, analyzes responses to notifications presented by the first mobile application, determines a first optimum notification format based on the analysis, and configures the first optimum notification format as the first format preference in the first mobile application.

Mobile phone notification format adaptation

A method to determine a traffic flow at a point-of-interest (POI). The method comprises determining route segments contained within a predefined POI geometry, creating a POI object that comprises the identities of the route segments contained within the POI geometry, whereby a geolocation of the POI is defined, for each of a plurality of mobile communication devices, determining route segments traversed by the mobile communication device based on geolocations of the device, and determining a number of different mobile communication devices that intersect with the POI based on comparing the route segments traversed by the mobile communication devices to the route segments associated to the POI object, whereby a traffic flow at the geolocation of the POI is determined.

Transformation of point of interest geometries to lists of route segments in mobile communication device traffic analysis

A method of tuning a subscriber travel route building engine. The method comprises presenting a user interface that is configured to receive a location cluster radius parameter input by a tuning application executing on a computer system, configuring the location cluster radius parameter input by the tuning application into a location cluster radius parameter of a route building engine application, causing by the tuning application the route building engine application to execute and determine a count of intersections of routes of mobile communication devices with a point of interest based on the location cluster radius parameter, receiving information about the count of intersections of the routes of mobile communication devices with the POI from the route building engine application by the tuning application, and presenting the information about the count of intersections in the user interface by the tuning application, whereby the route building engine is iteratively tuned.

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Kansas City, KS, United States of America

Matthew Habiger