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1.发明授权Optimizing messages to users of a social network using a message that includes a user's performance of a desired activity associated with a link included in the message 有权使用包含用户对包含在消息中的链接相关联的期望活动的消息的消息来优化消息给社交网络的用户公开(公告)号：US09363223B2
公开(公告)日：2016-06-07
申请号：US14547066
申请日：2014-11-18
Applicant: Facebook, Inc.
Inventor： Lex Arquette , David Y. Chen , Emily Grewal , Denise Moreno , Florin Ratiu , Yanxin Shi , Kiranjit Singh Sidhu , Ching-Chih Weng , Huan Yang
CPC classification number: H04L51/32 , G06N5/048 , G06N7/005 , G06Q30/02 , H04L67/10 , H04L67/22 , H04L67/306
Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.
Abstract translation: 优化发送给社交网络系统用户的消息的技术。 在一个实施例中，关于用户的信息可以由社交网络系统收集。 可以应用信息来训练用于确定用户响应于可为用户提供的候选消息的期望动作的可能性的模型。 社交网络系统可以向候选消息提供具有引起期望动作的选择可能性的消息。
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2.发明申请METHODS AND SYSTEMS FOR INCREASING ENGAGEMENT OF LOW ENGAGEMENT USERS IN A SOCIAL NETWORK 审中-公开在社交网络中增加低参与用户的参与的方法和系统公开(公告)号：US20150058423A1
公开(公告)日：2015-02-26
申请号：US14529062
申请日：2014-10-30
Applicant: Facebook, Inc.
Inventor： David Y. Chen , Emily Grewal , Hisham Rabih Harik , Huan Yang , Kiranjit Singh Sidhu
CPC classification number: H04L67/22 , G06Q50/01 , H04L12/1813 , H04L51/06 , H04L51/12 , H04L51/32 , H04L67/26 , H04L67/30
Abstract: Techniques to increase engagement with a social networking system. In one embodiment, an engagement level of a user with a social networking system is monitored. A low engagement user type associated with the user is identified from a plurality of low engagement user types. It is determined whether the engagement level of the user is less than a threshold. If so, a communication is provided for the user based on the low engagement user type associated with the user. The communication may be a notification or a digest communication.
Abstract translation: 增加与社交网络系统互动的技术。 在一个实施例中，监视具有社交网络系统的用户的接合级别。 从多个低参与用户类型识别与用户相关联的低参与度用户类型。 确定用户的参与度是否小于阈值。 如果是，则基于与用户相关联的低参与用户类型为用户提供通信。 通信可以是通知或摘要通信。
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公开(公告)号：US20160269347A1
公开(公告)日：2016-09-15
申请号：US15163657
申请日：2016-05-24
Applicant: Facebook, Inc.
Inventor： Lex Arquette , David Y. Chen , Emily B. Grewal , Denise Moreno , Florin Ratiu , Yanxin Shi , Kiranjit Singh Sidhu , Ching-Chih Weng , Huan Yang
CPC classification number: H04L51/32 , G06N5/048 , G06N7/005 , G06Q30/02 , H04L67/10 , H04L67/22 , H04L67/306
Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.
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Patent Agency Ranking
4.发明授权公开(公告)号：US10158731B2
公开(公告)日：2018-12-18
申请号：US14529062
申请日：2014-10-30
Applicant: Facebook, Inc.
Inventor： David Y. Chen , Emily Grewal , Hisham Rabih Harik , Huan Yang , Kiranjit Singh Sidhu
Abstract: Techniques to increase engagement with a social networking system. In one embodiment, an engagement level of a user with a social networking system is monitored. A low engagement user type associated with the user is identified from a plurality of low engagement user types. It is determined whether the engagement level of the user is less than a threshold. If so, a communication is provided for the user based on the low engagement user type associated with the user. The communication may be a notification or a digest communication.
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公开(公告)号：US09882863B2
公开(公告)日：2018-01-30
申请号：US15442964
申请日：2017-02-27
Applicant: Facebook, Inc.
Inventor： Lex Arquette , David Y. Chen , Emily B. Grewal , Denise Moreno , Florin Ratiu , Yanxin Shi , Kiranjit Singh Sidhu , Ching-Chih Weng , Huan Yang
CPC classification number: H04L51/32 , G06N5/048 , G06N7/005 , G06Q30/02 , H04L67/10 , H04L67/22 , H04L67/306
Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.
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公开(公告)号：US20170171142A1
公开(公告)日：2017-06-15
申请号：US15442964
申请日：2017-02-27
Applicant: Facebook, Inc.
Inventor： Lex Arquette , David Y. Chen , Emily B. Grewal , Denise Moreno , Florin Ratiu , Yanxin Shi , Kiranjit Singh Sidhu , Ching-Chih Weng , Huan Yang
CPC classification number: H04L51/32 , G06N5/048 , G06N7/005 , G06Q30/02 , H04L67/10 , H04L67/22 , H04L67/306
Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.
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7.发明授权Optimizing messages to users of a social network using a prediction model that determines likelihood of user performing desired activity 有权使用确定用户执行所需活动的可能性的预测模型来优化消息给社交网络的用户公开(公告)号：US09584465B2
公开(公告)日：2017-02-28
申请号：US15163657
申请日：2016-05-24
Applicant: Facebook, Inc.
Inventor： Lex Arquette , David Y. Chen , Emily B. Grewal , Denise Moreno , Florin Ratiu , Yanxin Shi , Kiranjit Singh Sidhu , Ching-Chih Weng , Huan Yang
CPC classification number: H04L51/32 , G06N5/048 , G06N7/005 , G06Q30/02 , H04L67/10 , H04L67/22 , H04L67/306
Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.
Abstract translation: 优化发送给社交网络系统用户的消息的技术。 在一个实施例中，关于用户的信息可以由社交网络系统收集。 可以应用信息来训练用于确定用户响应于可为用户提供的候选消息的期望动作的可能性的模型。 社交网络系统可以向候选消息提供具有引起期望动作的选择可能性的消息。
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8.发明申请公开(公告)号：US20150074215A1
公开(公告)日：2015-03-12
申请号：US14547066
申请日：2014-11-18
Applicant: Facebook, Inc.
Inventor： Lex Arquette , David Y. Chen , Emily Grewal , Denise Moreno , Florin Ratiu , Yanxin Shi , Kiranjit Singh Sidhu , Ching-Chih Weng , Huan Yang
CPC classification number: H04L51/32 , G06N5/048 , G06N7/005 , G06Q30/02 , H04L67/10 , H04L67/22 , H04L67/306
Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.
Abstract translation: 优化发送给社交网络系统用户的消息的技术。 在一个实施例中，关于用户的信息可以由社交网络系统收集。 可以应用信息来训练用于确定用户响应于可为用户提供的候选消息的期望动作的可能性的模型。 社交网络系统可以向候选消息提供具有引起期望动作的选择可能性的消息。
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