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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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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.发明申请公开(公告)号：US20140012769A1
公开(公告)日：2014-01-09
申请号：US14024448
申请日：2013-09-11
Applicant: Facebook, Inc
Inventor： James H. Wang , Naomi Gleit , Peter H. Martinazzi , Kiranjit S. Sidhu , Lex Arquette , Jeffrey C. Wieland , Jennifer Burge , Jun Liu , Alexander P. Schultz
CPC classification number: G06Q10/10 , G06F3/0481 , G06Q30/0224 , G06Q50/01 , H04L12/1813 , H04L12/1822
Abstract: Method or system for allowing a social networking system to retain users of a social networking system by identifying low-activity users who are likely to become inactive/dormant users and prompting users to initiate interactions with the low-activity users. The low-activity users are identified by monitoring activities and interactions of the users via the social networking system. If the pattern of activities and interactions satisfy one or more criteria, a computer device for providing the social networking system initiates an intervention scheme where users are induced to initiate interactions with the low-activity users. In response to the interactions, the low-activity users are likely to resume interactions via the social networking system.
Abstract translation: 通过识别可能成为不活动/休眠用户的低活动用户并提示用户发起与低活动用户的交互，允许社交网络系统保留社交网络系统的用户的方法或系统。 低活动用户通过监视用户通过社交网络系统的活动和交互来识别。 如果活动和交互的模式满足一个或多个标准，则用于提供社交网络系统的计算机设备启动干预方案，其中诱导用户发起与低活动用户的交互。 为了响应互动，低活动用户很可能通过社交网络系统恢复互动。
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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.发明授权公开(公告)号：US09032306B2
公开(公告)日：2015-05-12
申请号：US14024448
申请日：2013-09-11
Applicant: Facebook, Inc.
Inventor： James H. Wang , Naomi Gleit , Peter H. Martinazzi , Kiranjit S. Sidhu , Lex Arquette , Jeffrey C. Wieland , Jennifer Burge , Jun Liu , Alexander P. Schultz
IPC: G06Q10/10 , G06F3/0481 , G06Q30/02 , G06Q50/00 , H04L12/18
CPC classification number: G06Q10/10 , G06F3/0481 , G06Q30/0224 , G06Q50/01 , H04L12/1813 , H04L12/1822
Abstract: Method or system for allowing a social networking system to retain users of a social networking system by identifying low-activity users who are likely to become inactive/dormant users and prompting users to initiate interactions with the low-activity users. The low-activity users are identified by monitoring activities and interactions of the users via the social networking system. If the pattern of activities and interactions satisfy one or more criteria, a computer device for providing the social networking system initiates an intervention scheme where users are induced to initiate interactions with the low-activity users. In response to the interactions, the low-activity users are likely to resume interactions via the social networking system.
Abstract translation: 通过识别可能成为不活动/休眠用户的低活动用户并提示用户发起与低活动用户的交互，允许社交网络系统保留社交网络系统的用户的方法或系统。 低活动用户通过监视用户通过社交网络系统的活动和交互来识别。 如果活动和交互的模式满足一个或多个标准，则用于提供社交网络系统的计算机设备启动干预方案，其中诱导用户发起与低活动用户的交互。 为了响应互动，低活动用户很可能通过社交网络系统恢复互动。
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