Inferring household income for users of a social networking system

    公开(公告)号:US08600797B1

    公开(公告)日:2013-12-03

    申请号:US13615476

    申请日:2012-09-13

    CPC classification number: G06Q30/0254

    Abstract: Information about a set of users of a social networking system is obtained to develop a predictive model of income distribution for all users of the social networking system. This predictive model is based on selected attributes about the users (e.g., declared/profile information, user historical information, and/or social information). Users of the social networking system are mapped to a specific income bracket based on statistical correlations derived from the predictive model. Advertisements are targeted to users based on income bracket. The system may use a machine learning algorithm to analyze conversion rates of targeted advertising to retrain the predictive model.

    Inferring household income for users of a social networking system
    2.
    发明授权
    Inferring household income for users of a social networking system 有权
    为社会网络系统的用户推荐家庭收入

    公开(公告)号:US08583471B1

    公开(公告)日:2013-11-12

    申请号:US13338174

    申请日:2011-12-27

    CPC classification number: G06Q30/0254

    Abstract: Information about a set of users of a social networking system is obtained to develop a predictive model of income distribution for all users of the social networking system. This predictive model is based on selected attributes about the users (e.g., declared/profile information, user historical information, and/or social information). Users of the social networking system are mapped to a specific income bracket based on statistical correlations derived from the predictive model. Advertisements are targeted to users based on income bracket. The system may use a machine learning algorithm to analyze conversion rates of targeted advertising to retrain the predictive model.

    Abstract translation: 获得关于社交网络系统的一组用户的信息,以便为社交网络系统的所有用户开发收入分配的预测模型。 该预测模型基于关于用户的所选属性(例如,声明/简档信息,用户历史信息和/或社交信息)。 基于从预测模型得出的统计相关性,将社交网络系统的用户映射到特定的收入层。 广告根据收入支付针对用户。 该系统可以使用机器学习算法来分析目标广告的转换率以重新训练预测模型。

    Integrated electronic mail and instant messaging application
    3.
    发明授权
    Integrated electronic mail and instant messaging application 有权
    集成电子邮件和即时通讯应用程序

    公开(公告)号:US07487214B2

    公开(公告)日:2009-02-03

    申请号:US10985394

    申请日:2004-11-10

    CPC classification number: H04L51/04 G06Q10/107 H04L51/36

    Abstract: An application providing a common interface allowing access and login to a electronic mail system and instant messaging system. The application allows responding to an email using an instant message, replying to an instant message using an email, sending and receiving both email and instant messages from one application, sending email attachments instantly, and displaying presence information for the user, user email contacts and user messenger contacts. Alerts are provided for both emails and instant messages received. The inbox views can automatically be refreshed when a user receives new email. An interface is provided to convert multiple email contacts into messenger contacts. The system can be used with both local messenger clients and browser based IM clients.

    Abstract translation: 提供通用接口的应用程序,允许访问和登录电子邮件系统和即时消息系统。 应用程序允许使用即时消息回复电子邮件,使用电子邮件回复即时消息,从一个应用程序发送和接收电子邮件和即时消息,立即发送电子邮件附件,以及显示用户的用户信息,用户电子邮件联系人和 用户信使联系人 为收到的电子邮件和即时消息提供警报。 当用户收到新邮件时,收件箱视图可以自动刷新。 提供了一个界面来将多个电子邮件联系人转换为信使联系人。 该系统可以与本地信使客户端和基于浏览器的IM客户端一起使用。

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