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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.
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公开(公告)号:US10728203B2
公开(公告)日:2020-07-28
申请号:US16105046
申请日:2018-08-20
Applicant: OATH INC.
Inventor: Zornitsa Kozareva , Scott Gaffney
Abstract: A method, implemented on at least one computing device, each of which has at least one processor, storage, and a communication platform connected to a network for classifying a question is disclosed. A question is received from a person. A question pattern is determined. A model selected based on the question is retrieved. Further, a decision is made as to whether the question is a personal question based on the question pattern and the selected model.
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公开(公告)号:US20180359209A1
公开(公告)日:2018-12-13
申请号:US16105046
申请日:2018-08-20
Applicant: OATH INC.
Inventor: Zornitsa Kozareva , Scott Gaffney
CPC classification number: H04L51/32 , G06F16/353 , G06N5/00 , G06N5/022 , G06N5/048 , G06N20/00 , G06Q30/0201 , H04L51/02 , H04L51/16
Abstract: A method, implemented on at least one computing device, each of which has at least one processor, storage, and a communication platform connected to a network for classifying a question is disclosed. A question is received from a person. A question pattern is determined. A model selected based on the question is retrieved. Further, a decision is made as to whether the question is a personal question based on the question pattern and the selected model.
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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.
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公开(公告)号:US10515130B2
公开(公告)日:2019-12-24
申请号:US16038134
申请日:2018-07-17
Applicant: Oath Inc.
Inventor: Xing Yi , Scott Gaffney
IPC: G06F17/30 , G06F16/9535 , G06F16/30 , G06F16/35
Abstract: Methods, systems, and computer programs are presented for displaying a customized news stream. One method includes an operation for identifying dwell times spent by users while accessing a first plurality of items, each item belonging to one media type from a plurality of media types (e.g., news articles, videos, slide shows, etc.). In addition, the method includes operations for determining statistical parameters for each media type based on the identified dwell times, and for detecting a news corpus having a second plurality of items. A priority for each item in the news corpus is determined based on the media type of the item, the corresponding statistical parameters for the media type of the item, and the profile of a user. The news stream is sent to the user for presentation on a display, the news stream being sorted based on the priority of the items in the news corpus.
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公开(公告)号:US20180322211A1
公开(公告)日:2018-11-08
申请号:US16038134
申请日:2018-07-17
Applicant: Oath Inc.
Inventor: Xing Yi , Scott Gaffney
IPC: G06F17/30
CPC classification number: G06F16/9535 , G06F16/30 , G06F16/353
Abstract: Methods, systems, and computer programs are presented for displaying a customized news stream. One method includes an operation for identifying dwell times spent by users while accessing a first plurality of items, each item belonging to one media type from a plurality of media types (e.g., news articles, videos, slide shows, etc.). In addition, the method includes operations for determining statistical parameters for each media type based on the identified dwell times, and for detecting a news corpus having a second plurality of items. A priority for each item in the news corpus is determined based on the media type of the item, the corresponding statistical parameters for the media type of the item, and the profile of a user. The news stream is sent to the user for presentation on a display, the news stream being sorted based on the priority of the items in the news corpus.
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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.
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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.
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公开(公告)号:US11698939B2
公开(公告)日:2023-07-11
申请号:US16724997
申请日:2019-12-23
Applicant: Oath Inc.
Inventor: Xing Yi , Scott Gaffney
IPC: G06F16/9535 , G06F16/35 , G06F16/30
CPC classification number: G06F16/9535 , G06F16/30 , G06F16/353
Abstract: Methods, systems, and computer programs are presented for displaying a customized news stream. One method includes an operation for identifying dwell times spent by users while accessing a first plurality of items, each item belonging to one media type from a plurality of media types (e.g., news articles, videos, slide shows, etc.). In addition, the method includes operations for determining statistical parameters for each media type based on the identified dwell times, and for detecting a news corpus having a second plurality of items. A priority for each item in the news corpus is determined based on the media type of the item, the corresponding statistical parameters for the media type of the item, and the profile of a user. The news stream is sent to the user for presentation on a display, the news stream being sorted based on the priority of the items in the news corpus.
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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.
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