公开(公告)号：US20190332605A1

公开(公告)日：2019-10-31

申请号：US16510042

申请日：2019-07-12

Applicant: Oath Inc.

Inventor： Suju Rajan ,  Liangjie Hong ,  Nathan Liu ,  Scott Gaffney

IPC: G06F16/2457 ,  G06F16/9535

Abstract: The present teaching, which includes methods, systems and computer-readable media, relates to ranking content from multiple disparate sources including a person's personal data sources and non-personal data sources. The disclosed techniques may include obtaining a plurality sets of content associated with a request from a person, each of which being from a separate data source, and applying a model for each set of content to obtain a set of features for each piece of content in the set of content, wherein the model is specific to a data source from where the set of content comes from. Each set of features for each piece of content of the set of content may be normalized with respect to a common space to generate a normalized feature set. Further, a score for each piece of content from a set of content may be estimated based on the normalized feature set for the piece of content, and based on the score of the piece of content, each piece of content of the plurality sets of content may be ranked.

公开(公告)号：US11297150B2

公开(公告)日：2022-04-05

申请号：US16667219

申请日：2019-10-29

Applicant: Oath Inc.

Inventor： Nathan Liu ,  Scott Gaffney ,  Jean-Marc Langlois

IPC: H04L29/08 ,  G06F16/958 ,  H04L67/50 ,  G06Q30/02 ,  H04L67/306 ,  H04N21/234 ,  H04N21/44 ,  H04N21/442 ,  H04N21/81 ,  G06F11/34 ,  G06Q30/00 ,  G06Q50/00 ,  G06F16/957 ,  G06F16/54 ,  G06F3/04842 ,  G06F3/0485 ,  G06K9/00 ,  H04L69/28 ,  H04L67/02 ,  G06F16/2457

Abstract: Method, system, and programs for measuring user engagement. In one example, a model generated based on user activities with respect to a plurality pieces of content is obtained. One or more actual occurrences of the user activities with respect to one piece of the plurality pieces of content are identified. One or more future occurrences of the user activities with respect to the piece of content are estimated based on the model. A user engagement score with respect to the piece of content is calculated based on the one or more actual occurrences of the user activities and the one or more future occurrences of the user activities.

公开(公告)号：US20200068034A1

公开(公告)日：2020-02-27

申请号：US16667492

申请日：2019-10-29

Applicant: Oath Inc.

Inventor： Nathan Liu ,  Scott Gaffney ,  Jean-Marc Langlois

IPC: H04L29/08 ,  G06Q30/02 ,  H04N21/234 ,  H04N21/44 ,  H04N21/442 ,  H04N21/81

Abstract: Method, system, and programs for measuring user engagement. In one example, a model generated based on user activities with respect to a plurality pieces of content is obtained. One or more actual occurrences of the user activities with respect to one piece of the plurality pieces of content are identified. One or more future occurrences of the user activities with respect to the piece of content are estimated based on the model. A user engagement score with respect to the piece of content is calculated based on the one or more actual occurrences of the user activities and the one or more future occurrences of the user activities.

公开(公告)号：US20200068033A1

公开(公告)日：2020-02-27

申请号：US16667219

申请日：2019-10-29

Applicant: Oath Inc.

Inventor： Nathan Liu ,  Scott Gaffney ,  Jean-Marc Langlois

IPC: H04L29/08 ,  H04N21/81 ,  H04N21/442 ,  H04N21/44 ,  H04N21/234 ,  G06Q30/02

Abstract: Method, system, and programs for measuring user engagement. In one example, a model generated based on user activities with respect to a plurality pieces of content is obtained. One or more actual occurrences of the user activities with respect to one piece of the plurality pieces of content are identified. One or more future occurrences of the user activities with respect to the piece of content are estimated based on the model. A user engagement score with respect to the piece of content is calculated based on the one or more actual occurrences of the user activities and the one or more future occurrences of the user activities.

公开(公告)号：US11206311B2

公开(公告)日：2021-12-21

申请号：US16667492

申请日：2019-10-29

Applicant: Oath Inc.

Inventor： Nathan Liu ,  Scott Gaffney ,  Jean-Marc Langlois

IPC: G06F11/34 ,  H04L29/08 ,  G06Q30/02 ,  H04N21/234 ,  H04N21/44 ,  H04N21/442 ,  H04N21/81 ,  G06F16/958 ,  G06Q30/00 ,  G06Q50/00 ,  G06F16/957 ,  G06F16/54 ,  G06F3/0484 ,  G06F3/0485 ,  G06K9/00 ,  H04L29/06 ,  G06F16/2457

Abstract: Method, system, and programs for measuring user engagement. In one example, a model generated based on user activities with respect to a plurality pieces of content is obtained. One or more actual occurrences of the user activities with respect to one piece of the plurality pieces of content are identified. One or more future occurrences of the user activities with respect to the piece of content are estimated based on the model. A user engagement score with respect to the piece of content is calculated based on the one or more actual occurrences of the user activities and the one or more future occurrences of the user activities.

公开(公告)号：US10740415B2

公开(公告)日：2020-08-11

申请号：US14930218

申请日：2015-11-02

Applicant: Oath Inc.

Inventor： Erheng Zhong ,  Nathan Liu ,  Yue Shi ,  Suju Rajan

IPC: G06F16/9535

Abstract: Briefly, embodiments of methods and/or systems for performing content recommendation are disclosed. For one embodiment, as an example, estimating relevance may include computing an inner product of latent factors corresponding to a plurality of users and features of one or more content items.