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

    公开(公告)号:US10555130B1

    公开(公告)日:2020-02-04

    申请号:US16379784

    申请日:2019-04-09

    Abstract: 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

    公开(公告)号:US10715964B1

    公开(公告)日:2020-07-14

    申请号:US16714277

    申请日:2019-12-13

    Abstract: 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.

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

    公开(公告)号:US10694321B1

    公开(公告)日:2020-06-23

    申请号:US16379789

    申请日:2019-04-09

    Abstract: 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.

    Token based content distribution to wireless communication devices

    公开(公告)号:US10069957B1

    公开(公告)日:2018-09-04

    申请号:US15784079

    申请日:2017-10-13

    Abstract: A mobile communication device. The device comprises a processor, a mobile application that requests content to be rendered, and a content presentation mediation application comprising logic provided by a primary software development kit (SDK) and logic provided by a secondary SDK embedded in the primary SDK. The content presentation mediation application receives a request by the primary SDK from the mobile application for content to be rendered, transmits a request by the primary SKD for content to a content bidding exchange, receives a winning content bid that comprises a content token by the primary SDK from the content bidding exchange, transmits a request by the secondary SDK for content comprising the content token to a content server, receives content by the secondary SDK from the content server, and renders the content received from the content server by the secondary SKD according to rendering logic provided by the secondary SDK.

    Point of interest (POI) definition tuning framework

    公开(公告)号:US10715950B1

    公开(公告)日:2020-07-14

    申请号:US16398258

    申请日:2019-04-29

    Abstract: 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.

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

    公开(公告)号:US10657806B1

    公开(公告)日:2020-05-19

    申请号:US16379786

    申请日:2019-04-09

    Abstract: 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.

    Mobile phone mobile viewshed analysis

    公开(公告)号:US10469981B1

    公开(公告)日:2019-11-05

    申请号:US15944512

    申请日:2018-04-03

    Abstract: A method of generating imputed location fixes of a mobile communication device. The method comprises accessing event data created by a mobile communication device that comprises a time stamp, determining a plurality of location fixes of the mobile communication device, analyzing the location fixes to determine a plurality of location clusters associated with the mobile communication device, determining a location centroid of each location cluster, analyzing the location centroids and the time stamps of the event data, determining a travel route of the mobile communication device based on the analysis of location centroids and time stamps of event data, and determining a plurality of imputed location fixes of the mobile communication device at positions along the travel route of the mobile communication device, where the imputed location fixes comprise an imputed location and an imputed time stamp.

    Traffic analysis of mobile phones partitioned by geohash

    公开(公告)号:US10959041B1

    公开(公告)日:2021-03-23

    申请号:US16439691

    申请日:2019-06-12

    Abstract: 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.

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