公开(公告)号：US10949883B2

公开(公告)日：2021-03-16

申请号：US15860600

申请日：2018-01-02

申请人： xAd, Inc.

发明人： Feng Wan ,  Srihari Venkatesan ,  Saravana Ravindran ,  Shanshan Tuo ,  Prakash Muttineni ,  Deborah Zhang ,  Huitao Luo ,  Shashi Seth

IPC分类号： G06Q30/02 ,  H04W4/02 ,  G06F16/29 ,  G06F3/0484

摘要： The disclosed technology includes system and method for discovering key places for a mobile device based on historical location data associated with the mobile device. The key places are discovered by mapping the historical location data into predefined land areas in a geographical region, aggregating the historical location data into time interval sessions, selecting a first set of the predefined areas based on density of location data in each of the predefined land areas, and filtering the first set of the predefined areas to obtain the key places. The key places are used to estimate one or more travel routes routinely taken by a user of the mobile device, and to build an association database, where one or more billboards and/or points of interests near the travel routes are associated with the mobile device or its user. Information documents for delivering to the mobile device are selected based at least on data in the association database.

公开(公告)号：US20180197203A1

公开(公告)日：2018-07-12

申请号：US15860600

申请日：2018-01-02

申请人： xAd, Inc.

发明人： Feng Wan ,  Hari Venkatesam ,  Saravana Ravindran ,  Shanshan Tuo ,  Prakash Muttineni ,  Debora Zhang ,  Huitao Luo ,  Shashi Seth

IPC分类号： G06Q30/02 ,  H04W4/02

CPC分类号： G06Q30/0261 ,  G06F3/04842 ,  G06F16/29 ,  G06F16/9537 ,  G06Q30/0205 ,  G06Q30/0266 ,  G06Q30/0267 ,  H04W4/02

摘要： The disclosed technology includes system and method for discovering key places for a mobile device based on historical location data associated with the mobile device. The key places are discovered by mapping the historical location data into predefined land areas in a geographical region, aggregating the historical location data into time interval sessions, selecting a first set of the predefined areas based on density of location data in each of the predefined land areas, and filtering the first set of the predefined areas to obtain the key places. The key places are used to estimate one or more travel routes routinely taken by a user of the mobile device, and to build an association database, where one or more billboards and/or points of interests near the travel routes are associated with the mobile device or its user. Information documents for delivering to the mobile device are selected based at least on data in the association database.

公开(公告)号：US20180197204A1

公开(公告)日：2018-07-12

申请号：US15860626

申请日：2018-01-02

申请人： xAd, Inc.

发明人： Feng Wan ,  Hari Venkatesam ,  Saravana Ravindran ,  Shanshan Tuo ,  Prakash Muttineni ,  Debora Zhang ,  Huitao Luo ,  Shashi Seth

IPC分类号： G06Q30/02 ,  H04W4/02 ,  G06F3/0484 ,  G06F17/30

CPC分类号： G06Q30/0261 ,  G06F3/04842 ,  G06F16/29 ,  G06F16/9537 ,  G06Q30/0205 ,  G06Q30/0266 ,  G06Q30/0267 ,  H04W4/02

摘要： Location data of a large number of mobile devices and map data are used to derive a large number of commute routes in a geographical area, which are used to build a relational database including associations between a plurality of road segments and a plurality of information documents. Each of the plurality of information documents corresponds to a billboard in the geographical area and includes information displayed by the billboard. A respective road segment in the relational database has one or more associations with one or more information documents, each of the one or more information documents being associated with the respective road segment by a corresponding probability value indicating a degree of likelihood of a traveler on the respective road segment being exposed to information displayed on a billboard corresponding to the each of the one or more information documents. The relational database is used to select publicly displayed information for delivery to mobile devices detected to be on public roads.

公开(公告)号：US11127040B2

公开(公告)日：2021-09-21

申请号：US15860626

申请日：2018-01-02

申请人： xAd, Inc.

发明人： Feng Wan ,  Srihari Venkatesan ,  Saravana Ravindran ,  Shanshan Tuo ,  Prakash Muttineni ,  Deborah Zhang ,  Huitao Luo ,  Shashi Seth

IPC分类号： G06Q30/02 ,  H04W4/02 ,  G06F16/29 ,  G06F3/0484

摘要： Location data of a large number of mobile devices and map data are used to derive a large number of commute routes in a geographical area, which are used to build a relational database including associations between a plurality of road segments and a plurality of information documents. Each of the plurality of information documents corresponds to a billboard in the geographical area and includes information displayed by the billboard. A respective road segment in the relational database has one or more associations with one or more information documents, each of the one or more information documents being associated with the respective road segment by a corresponding probability value indicating a degree of likelihood of a traveler on the respective road segment being exposed to information displayed on a billboard corresponding to the each of the one or more information documents. The relational database is used to select publicly displayed information for delivery to mobile devices detected to be on public roads.

公开(公告)号：US11587119B2

公开(公告)日：2023-02-21

申请号：US17202343

申请日：2021-03-16

申请人： xAd, Inc.

发明人： Feng Wan ,  Srihari Venkatesan ,  Saravana Ravindran ,  Shanshan Tuo ,  Prakash Muttineni ,  Deborah Zhang ,  Huitao Luo ,  Shashi Seth

IPC分类号： G06Q30/02 ,  H04W4/02 ,  G06F16/29 ,  G06F3/04842 ,  G06Q30/0251 ,  G06Q30/0204

摘要： The disclosed technology includes system and method for impressing publicly displayed information on mobile devices. The method comprises determining at least a first place and a second place for a mobile device based on locations associated with the mobile device. Each of the first place and the second place being a place where the mobile device is regularly located as indicated by densities of the locations mapped over a geographical region and the corresponding time stamps. The first place and second place are used to determine one or more travel routes routinely taken by a user of the mobile device, and to build an association database, where the mobile device is associated with one or more information documents, each of the one or more information documents including information publicly displayed along the one or more routes.