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.

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。