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1. 发明授权

US07725340B2 Ranking-based method for evaluating customer prediction models 有权
标题翻译：基于排名的评估客户预测模型的方法
公开(公告)号：US07725340B2
公开(公告)日：2010-05-25
申请号：US12050371
申请日：2008-03-18
申请人： Claudia Reisz , Saharon Rosset , Bianca Zadrozny
发明人： Claudia Reisz , Saharon Rosset , Bianca Zadrozny
IPC分类号： G06F17/18
CPC分类号： G06Q30/02 , G06Q10/063 , G06Q10/063112 , G06Q10/0639 , G06Q30/0202 , G06Q30/0204
摘要： A method and system perform ranking-based evaluations for regression models that are often appropriate for marketing tasks and are more robust to outliers than traditional residual-based performance measures. The output provided by the method and system provides visualization that can offer insights about local model performance and outliers. Several models can be compared to each other to identify the “best” model and, therefore, the “best” model data for the particular marketing task.
摘要翻译：一种方法和系统对于经常适用于营销任务的回归模型执行基于排序的评估，并且比传统的基于剩余的绩效指标更为鲁棒。方法和系统提供的输出提供可视化，可以提供有关本地模型性能和异常值的见解。可以将几个模型相互比较，以确定“最佳”模型，从而确定特定营销任务的“最佳”模型数据。

2. 发明申请

US20080015910A1 RANKING-BASED METHOD AND SYSTEM FOR EVALUATING CUSTOMER PREDICATION MODELS 审中-公开
标题翻译：基于排序的方法和系统评估客户预测模型
公开(公告)号：US20080015910A1
公开(公告)日：2008-01-17
申请号：US11456663
申请日：2006-07-11
申请人： Claudia Reisz , Saharon Rosset , Bianca Zadrozny
发明人： Claudia Reisz , Saharon Rosset , Bianca Zadrozny
IPC分类号： G06F17/50
CPC分类号： G06Q30/02 , G06Q10/063 , G06Q10/063112 , G06Q10/0639 , G06Q30/0202 , G06Q30/0204
摘要： A method and system perform ranking-based evaluations for regression models that are often appropriate for marketing tasks and are more robust to outliers than traditional residual-based performance measures. The output provided by the method and system provides visualization that can offer insights about local model performance and outliers. Several models can be compared to each other to identify the “best” model and, therefore, the “best” model data for the particular marketing task.
摘要翻译：一种方法和系统对于经常适用于营销任务的回归模型执行基于排序的评估，并且比传统的基于剩余的绩效指标更为鲁棒。方法和系统提供的输出提供可视化，可以提供有关本地模型性能和异常值的见解。可以将几个模型相互比较，以确定“最佳”模型，从而确定特定营销任务的“最佳”模型数据。

3. 发明申请

US20080221954A1 RANKING-BASED METHOD AND SYSTEM FOR EVALUATING CUSTOMER PREDICATION MODELS 有权
公开(公告)号：US20080221954A1
公开(公告)日：2008-09-11
申请号：US12050371
申请日：2008-03-18
申请人： Claudia REISZ , Saharon Rosset , Bianca Zadrozny
发明人： Claudia REISZ , Saharon Rosset , Bianca Zadrozny
IPC分类号： G06Q10/00 , G06F17/10
CPC分类号： G06Q30/02 , G06Q10/063 , G06Q10/063112 , G06Q10/0639 , G06Q30/0202 , G06Q30/0204
摘要： A method and system perform ranking-based evaluations for regression models that are often appropriate for marketing tasks and are more robust to outliers than traditional residual-based performance measures. The output provided by the method and system provides visualization that can offer insights about local model performance and outliers. Several models can be compared to each other to identify the “best” model and, therefore, the “best” model data for the particular marketing task.

4. 发明申请

US20140351931A1 METHODS, SYSTEMS AND MEDIA FOR DETECTING NON-INTENDED TRAFFIC USING CO-VISITATION INFORMATION 有权
标题翻译：使用共同访问信息检测非预期交通的方法，系统和媒体
公开(公告)号：US20140351931A1
公开(公告)日：2014-11-27
申请号：US14271163
申请日：2014-05-06
申请人： Ori M. Stitelman , Claudia Reisz , Rodney Hook , Brian Dalessandro
发明人： Ori M. Stitelman , Claudia Reisz , Rodney Hook , Brian Dalessandro
IPC分类号： H04L29/06
CPC分类号： H04L63/1408 , H04L63/10 , H04L63/14 , H04L63/1425 , H04L63/168
摘要： A non-transitory processor-readable medium is provided that stores code representing instructions to be executed by a processor to receive data associated with access by a first plurality of entities to a first website location and to receive data associated with access by a second plurality of entities to a second website location. The processor is also caused to define a co-visitation factor for each of the first website location and the second website location based on the received data. The processor is also caused to, if the co-visitation factor of the first website location and/or the co-visitation factor of the second website location is over a predefined threshold, select the first website location and/or the second website location as target website locations. The processor is caused to send a signal to set a flag associated with each target website location indicating the target website location as a suspicious website location.
摘要翻译：提供了一种非暂时处理器可读介质，其存储代表由处理器执行的指令的代码，以接收与第一多个实体的访问相关联的数据到第一网站位置，并且接收与第二多个实体到第二个网站的位置。处理器还被引导以基于接收到的数据来定义第一网站位置和第二网站位置中的每一个的共同访问因素。如果第一网站位置的共同访问因素和/或第二网站位置的共同访问因素超过预定义的阈值，则处理器也被引入，将第一网站位置和/或第二网站位置选择为目标网站位置。使处理器发送信号以将指示目标网站位置的每个目标网站位置相关联的标志设置为可疑网站位置。

5. 发明授权

US08332407B2 Method for bundling of product options using historical customer choice data 失效
标题翻译：使用历史客户选择数据捆绑产品选项的方法
公开(公告)号：US08332407B2
公开(公告)日：2012-12-11
申请号：US12052995
申请日：2008-03-21
申请人： Claudia Reisz
发明人： Claudia Reisz
IPC分类号： G06F17/00
CPC分类号： G06Q30/02 , G06Q30/0268
摘要： A method and system for customer-choice-based bundling of product options collects data from previous orders about customer component choices, computes a pairwise distance between any pair of components that capture how much the probability of a choice pair P(a.b) deviates from the expected probability under the null hypothesis of independence P(a)*P(b), and clusters the components. The methodology can be implemented as instructions implemented in a computer readable medium. In this way, the need for a method to permit bundles of product options to be configured through the use of business processes reflecting choices based on the preferences of customers rather than the preferences of product designers is fulfilled.
摘要翻译：用于客户选择的捆绑产品选项的方法和系统从先前关于客户组件选择的订单中收集数据，计算任何成对组合之间的成对距离，以捕获选择对P（ab）的概率偏离独立性P（a）* P（b）的零假设下的预期概率，并将分量聚类。该方法可以实现为在计算机可读介质中实现的指令。以这种方式，满足了通过使用反映根据客户偏好而不是产品设计者的偏好来选择的业务流程来配置产品选项的方法的需求。

6. 发明申请

US20090055244A1 METHOD FOR CUSTOMER-CHOICE-BASED BUNDLING OF PRODUCT OPTIONS 失效
标题翻译：基于客户选择的产品选择的方法
公开(公告)号：US20090055244A1
公开(公告)日：2009-02-26
申请号：US12052995
申请日：2008-03-21
申请人： Claudia REISZ
发明人： Claudia REISZ
IPC分类号： G06Q30/00 , G06F17/30
CPC分类号： G06Q30/02 , G06Q30/0268
摘要： A method and system for customer-choice-based bundling of product options collects data from previous orders about customer component choices, computes a pairwise distance between any pair of components that capture how much the probability of a choice pair P(a.b) deviates from the expected probability under the null hypothesis of independence P(a)*P(b), and clusters the components. The methodology can be implemented as instructions implemented in a computer readable medium. In this way, the need for a method to permit bundles of product options to be configured through the use of business processes reflecting choices based on the preferences of customers rather than the preferences of product designers is fulfilled.
摘要翻译：用于客户选择的捆绑产品选项的方法和系统从先前关于客户组件选择的订单中收集数据，计算任何成对组合之间的成对距离，以捕获选择对P（ab）的概率偏离独立性P（a）* P（b）的零假设下的预期概率，并将分量聚类。该方法可以实现为在计算机可读介质中实现的指令。以这种方式，满足了通过使用反映根据客户偏好而不是产品设计者的偏好来选择的业务流程来配置产品选项的方法的需求。

7. 发明申请

US20070260626A1 Method for customer-choice-based bundling of product options 审中-公开
标题翻译：基于客户选择的捆绑产品选项的方法
公开(公告)号：US20070260626A1
公开(公告)日：2007-11-08
申请号：US11417118
申请日：2006-05-04
申请人： Claudia Reisz
发明人： Claudia Reisz
IPC分类号： G06F7/00
CPC分类号： G06Q30/02 , G06Q30/0268
摘要： A method and system for customer-choice-based bundling of product options collects data from previous orders about customer component choices, computes a pairwise distance between any pair of components that capture how much the probability of a choice pair P(a.b) deviates from the expected probability under the null hypothesis of independence P(a)*P(b), and clusters the components. The methodology can be implemented as instructions implemented in a computer readable medium. In this way, the need for a method to permit bundles of product options to be configured through the use of business processes reflecting choices based on the preferences of customers rather than the preferences of product designers is fulfilled.
摘要翻译：用于客户选择的捆绑产品选项的方法和系统从先前关于客户组件选择的订单中收集数据，计算任何成对组合之间的成对距离，以捕获选择对P（ab）的概率偏离独立性P（a）* P（b）的零假设下的预期概率，并将分量聚类。该方法可以实现为在计算机可读介质中实现的指令。以这种方式，满足了通过使用反映根据客户偏好而不是产品设计者的偏好来选择的业务流程来配置产品选项的方法的需求。

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