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    • 1. 发明授权
    • Systems and methods of making content-based demographics predictions for website cross-reference to related applications
    • 基于内容的人口统计预测的系统和方法,用于网站交叉参考相关应用程序
    • US08412648B2
    • 2013-04-02
    • US12643916
    • 2009-12-21
    • George KarypisEui-Hong HanSantosh Kabbur
    • George KarypisEui-Hong HanSantosh Kabbur
    • G06F15/18
    • G06Q30/02G06Q10/04G06Q30/0202G06Q30/0254
    • Systems and methods for making demographic predictions for websites and web-pages. Embodiments include a system and a method of making demographic predictions for websites. The system and method select one or more websites with known demographic attributes for use as training websites, obtain demographic attributes data of the training websites, determine first features of web-pages of the training websites and develop a prediction model using the determined first features and the obtained demographic attributes data. The prediction model predicts one or more values for a target demographic attribute. The system and method determine second features of web-pages of a target website and apply the prediction model to the determined second features of the target website to predict one or more values for the target demographic attribute of the target website.
    • 为网站和网页进行人口统计预测的系统和方法。 实施例包括对网站进行人口统计预测的系统和方法。 该系统和方法选择一个或多个具有已知人口统计属性的网站作为培训网站,获取培训网站的人口特征数据,确定培训网站网页的第一特征,并使用确定的第一特征开发预测模型, 获得的人口统计属性数据。 预测模型预测目标人口统计属性的一个或多个值。 系统和方法确定目标网站的网页的第二特征,并将预测模型应用于目标网站的确定的第二特征,以预测目标网站的目标人口统计属性的一个或多个值。
    • 2. 发明申请
    • Method and System for Content Based Demographics Prediction for Websites
    • 网站内容为基础的人口统计预测方法与系统
    • US20100161385A1
    • 2010-06-24
    • US12643904
    • 2009-12-21
    • George KarypisEui-Hong Han
    • George KarypisEui-Hong Han
    • G06Q10/00G06F15/173G06Q30/00
    • G06Q30/02G06Q10/04G06Q30/0202G06Q30/0254
    • Systems and methods for predicting characteristics of a web user, determining a combination of websites to obtain a target demographic mix, determining a set of keywords to buy to obtain a target demographic mix, selecting websites from market research and designing websites to appeal to an audience with desired demographic characteristics. Systems and methods may include determining features of web-pages of ad-carrying, target websites, applying prediction models to the determined features of the ad-carrying, target websites to predict values of demographic attributes of the ad-carrying, target websites, receiving one or more inputs including a target demographic mix, receiving a number that indicates an amount of visitors of the ad-carrying, target websites, and determining a combination of websites that provide target demographic mix based on the predicted values of the demographic attributes and number of visitors of the ad-carrying, target websites.
    • 用于预测网络用户的特征的系统和方法,确定网站的组合以获得目标人口统计组合,确定要购买的一组关键字以获得目标人口组合,从市场研究中选择网站并设计网站以吸引观众 具有所需的人口特征。 系统和方法可以包括确定广告载体,目标网站的网页的特征,将预测模型应用于所承载的目标网站的确定的特征,以预测广告载体,目标网站的接收的人口统计属性的值 一个或多个输入,包括目标人口统计组合,接收指示广告携带目标网站的访问者的数量的数字,以及基于人口统计属性和数字的预测值来确定提供目标人口统计组合的网站的组合 的广告客户,目标网站。
    • 3. 发明申请
    • SYSTEMS AND METHODS OF MAKING CONTENT-BASED DEMOGRAPHICS PREDICTIONS FOR WEBSITES
    • 制作基于内容的人口统计学网站预测的系统和方法
    • US20100223215A1
    • 2010-09-02
    • US12643916
    • 2009-12-21
    • George KarypisEui-Hong Han
    • George KarypisEui-Hong Han
    • G06F15/18
    • G06Q30/02G06Q10/04G06Q30/0202G06Q30/0254
    • Systems and methods for making demographic predictions for websites and web-pages. Embodiments include a system and a method of making demographic predictions for websites. The system and method select one or more websites with known demographic attributes for use as training websites, obtain demographic attributes data of the training websites, determine first features of web-pages of the training websites and develop a prediction model using the determined first features and the obtained demographic attributes data. The prediction model predicts one or more values for a target demographic attribute. The system and method determine second features of web-pages of a target website and apply the prediction model to the determined second features of the target website to predict one or more values for the target demographic attribute of the target website.
    • 为网站和网页进行人口统计预测的系统和方法。 实施例包括对网站进行人口统计预测的系统和方法。 系统和方法选择一个或多个具有已知人口统计属性的网站作为培训网站,获取培训网站的人口特征数据,确定培训网站的网页的第一特征,并使用确定的第一特征开发预测模型, 获得的人口统计属性数据。 预测模型预测目标人口统计属性的一个或多个值。 系统和方法确定目标网站的网页的第二特征,并将预测模型应用于目标网站的确定的第二特征,以预测目标网站的目标人口统计属性的一个或多个值。