公开(公告)号：US20230222542A9

公开(公告)日：2023-07-13

申请号：US17892699

申请日：2022-08-22

申请人： Google LLC

发明人： Michael Kleber ,  Gang Wang ,  Daniel Ramage ,  Charlie Harrison ,  Josh Karlin ,  Moti Yung

IPC分类号： G06Q30/02 ,  G06F16/951 ,  H04L9/32 ,  H04L9/08

CPC分类号： G06Q30/0255 ,  G06F16/951 ,  H04L9/32 ,  H04L9/085 ,  H04L2209/42

摘要： The present disclosure provides systems and methods for content quasi-personalization or anonymized content retrieval via aggregated browsing history of a large plurality of devices, such as millions or billions of devices. A sparse matrix may be constructed from the aggregated browsing history, and dimensionally reduced, reducing entropy and providing anonymity for individual devices. Relevant content may be selected via quasi-personalized clusters representing similar browsing histories, without exposing individual device details to content providers.

公开(公告)号：US12001589B2

公开(公告)日：2024-06-04

申请号：US17627033

申请日：2020-04-16

申请人： Google LLC

发明人： Michael Kleber ,  Zhenyu Liu ,  Josh Karlin ,  Deepak Ravichandran ,  Nitish John Korula ,  Yijian Bai ,  Jason Hsueh ,  Gang Wang

IPC分类号： G06F21/62 ,  G06N20/00 ,  H04L67/50 ,  H04L67/53

CPC分类号： G06F21/6254 ,  G06N20/00 ,  H04L67/53 ,  H04L67/535

摘要： The present disclosure provides systems and methods for client-side anonymized content selections. The method includes collecting a plurality of identifications of content selection lists, each content selection list associated with the first device and at least one other device. The method includes selecting a first subset of the content selection lists, responsive to a total number of unique device associated with a plurality of content selection lists of the first subset exceeding a threshold. The method includes transmitting a request for an item of content, the request comprising identifications of the content selection lists of the selected first subset. The method includes receiving a first item of content selected by the content server based on the content selection lists of the selected first subset.

公开(公告)号：US11423441B2

公开(公告)日：2022-08-23

申请号：US16698548

申请日：2019-11-27

申请人： Google LLC

发明人： Michael Kleber ,  Gang Wang ,  Daniel Ramage ,  Charlie Harrison ,  Josh Karlin ,  Moti Yung

IPC分类号： G06F7/02 ,  G06F16/00 ,  G06Q30/02 ,  G06F16/951 ,  H04L9/32 ,  H04L9/08

摘要： The present disclosure provides systems and methods for content quasi-personalization or anonymized content retrieval via aggregated browsing history of a large plurality of devices, such as millions or billions of devices. A sparse matrix may be constructed from the aggregated browsing history, and dimensionally reduced, reducing entropy and providing anonymity for individual devices. Relevant content may be selected via quasi-personalized clusters representing similar browsing histories, without exposing individual device details to content providers.

公开(公告)号：US20240281566A1

公开(公告)日：2024-08-22

申请号：US18649531

申请日：2024-04-29

申请人： Google LLC

发明人： Michael Kleber ,  Zhenyu Liu ,  Josh Karlin ,  Deepak Ravichandran ,  Nitish John Korula ,  Yijian Bai ,  Jason Hsueh ,  Gang Wang

IPC分类号： G06F21/62 ,  G06N20/00 ,  H04L67/50 ,  H04L67/53

CPC分类号： G06F21/6254 ,  G06N20/00 ,  H04L67/53 ,  H04L67/535

摘要： The present disclosure provides systems and methods for client-side anonymized content selections. The method includes collecting a plurality of identifications of content selection lists, each content selection list associated with the first device and at least one other device. The method includes selecting a first subset of the content selection lists, responsive to a total number of unique device associated with a plurality of content selection lists of the first subset exceeding a threshold. The method includes transmitting a request for an item of content, the request comprising identifications of the content selection lists of the selected first subset. The method includes receiving a first item of content selected by the content server based on the content selection lists of the selected first subset.

公开(公告)号：US11954705B2

公开(公告)日：2024-04-09

申请号：US17892699

申请日：2022-08-22

申请人： Google LLC

发明人： Michael Kleber ,  Gang Wang ,  Daniel Ramage ,  Charlie Harrison ,  Josh Karlin ,  Moti Yung

IPC分类号： G06F7/02 ,  G06F16/00 ,  G06F16/951 ,  G06Q30/0251 ,  H04L9/08 ,  H04L9/32

CPC分类号： G06Q30/0255 ,  G06F16/951 ,  H04L9/085 ,  H04L9/32 ,  H04L2209/42

摘要： The present disclosure provides systems and methods for content quasi-personalization or anonymized content retrieval via aggregated browsing history of a large plurality of devices, such as millions or billions of devices. A sparse matrix may be constructed from the aggregated browsing history, and dimensionally reduced, reducing entropy and providing anonymity for individual devices. Relevant content may be selected via quasi-personalized clusters representing similar browsing histories, without exposing individual device details to content providers.

公开(公告)号：US11074369B2

公开(公告)日：2021-07-27

申请号：US16524792

申请日：2019-07-29

申请人： GOOGLE LLC

发明人： Michael Kleber ,  Zhenyu Liu ,  Josh Karlin ,  Gang Wang ,  Nitish John Korula ,  Yijian Bai ,  Jason Hsueh ,  Deepak Ravichandran

IPC分类号： G06F21/62 ,  G06N20/00 ,  H04L29/08

摘要： The present disclosure provides systems and methods for client-side anonymized content selections. The method includes collecting a plurality of identifications of content selection lists, each content selection list associated with the first device and at least one other device. The method includes selecting a first subset of the content selection lists, responsive to a total number of unique device associated with a plurality of content selection lists of the first subset exceeding a threshold. The method includes transmitting a request for an item of content, the request comprising identifications of the content selection lists of the selected first subset. The method includes receiving a first item of content selected by the content server based on the content selection lists of the selected first subset.

公开(公告)号：US20240211996A1

公开(公告)日：2024-06-27

申请号：US18588659

申请日：2024-02-27

申请人： Google LLC

发明人： Michael Kleber ,  Gang Wang ,  Daniel Ramage ,  Charlie Harrison ,  Josh Karlin ,  Moti Yung

IPC分类号： G06Q30/0251 ,  G06F16/951 ,  H04L9/08 ,  H04L9/32

CPC分类号： G06Q30/0255 ,  G06F16/951 ,  H04L9/085 ,  H04L9/32 ,  H04L2209/42

摘要： The present disclosure provides systems and methods for content quasi-personalization or anonymized content retrieval via aggregated browsing history of a large plurality of devices, such as millions or billions of devices. A sparse matrix may be constructed from the aggregated browsing history, and dimensionally reduced, reducing entropy and providing anonymity for individual devices. Relevant content may be selected via quasi-personalized clusters representing similar browsing histories, without exposing individual device details to content providers.

公开(公告)号：US20220391947A1

公开(公告)日：2022-12-08

申请号：US17892699

申请日：2022-08-22

申请人： Google LLC

发明人： Michael Kleber ,  Gang Wang ,  Daniel Ramage ,  Charles Harrison ,  Josh Karlin ,  Moti Yung

IPC分类号： G06Q30/02 ,  G06F16/951 ,  H04L9/32 ,  H04L9/08

摘要： The present disclosure provides systems and methods for content quasi-personalization or anonymized content retrieval via aggregated browsing history of a large plurality of devices, such as millions or billions of devices. A sparse matrix may be constructed from the aggregated browsing history, and dimensionally reduced, reducing entropy and providing anonymity for individual devices. Relevant content may be selected via quasi-personalized clusters representing similar browsing histories, without exposing individual device details to content providers.

公开(公告)号：US20220253557A1

公开(公告)日：2022-08-11

申请号：US17627033

申请日：2020-04-16

申请人： Google LLC

发明人： Michael Kleber ,  Zhenyu Liu ,  Josh Karlin ,  Deepak Ravichandran ,  Nitish John Korula ,  Yijian Bai ,  Jason Hsueh ,  Gang Wang

IPC分类号： G06F21/62 ,  G06N20/00 ,  H04L67/53 ,  H04L67/50

摘要： The present disclosure provides systems and methods for client-side anonymized content selections. The method includes collecting a plurality of identifications of content selection lists, each content selection list associated with the first device and at least one other device. The method includes selecting a first subset of the content selection lists, responsive to a total number of unique device associated with a plurality of content selection lists of the first subset exceeding a threshold. The method includes transmitting a request for an item of content, the request comprising identifications of the content selection lists of the selected first subset. The method includes receiving a first item of content selected by the content server based on the content selection lists of the selected first subset.

公开(公告)号：US20210042787A1

公开(公告)日：2021-02-11

申请号：US16698548

申请日：2019-11-27

申请人： Google LLC

发明人： Michael Kleber ,  Gang Wang ,  Daniel Ramage ,  Charlie Harrison ,  Josh Karlin ,  Moti Yung

IPC分类号： G06Q30/02 ,  H04L9/32 ,  H04L9/08 ,  G06F16/951

摘要： The present disclosure provides systems and methods for content quasi-personalization or anonymized content retrieval via aggregated browsing history of a large plurality of devices, such as millions or billions of devices. A sparse matrix may be constructed from the aggregated browsing history, and dimensionally reduced, reducing entropy and providing anonymity for individual devices. Relevant content may be selected via quasi-personalized clusters representing similar browsing histories, without exposing individual device details to content providers.