公开(公告)号：US07949639B2

公开(公告)日：2011-05-24

申请号：US12021495

申请日：2008-01-29

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06F7/00

CPC分类号： G06Q30/02

摘要： The present invention provides a method for updating data sources. The method may include identifying a plurality of data sources, identifying a plurality of overlapping attribute segments to use for comparing the data sources, calculating a factor as a function of each of the plurality of overlapping attribute segments, and using the factors to update a first group of values in the second data source to reduce bias. Further, at least a first data source is more accurate than a second data source.

摘要翻译： 本发明提供了一种更新数据源的方法。 该方法可以包括识别多个数据源，识别用于比较数据源的多个重叠属性段，计算作为多个重叠属性段中的每一个的函数的因子，并且使用这些因素来更新第一 第二个数据源中的一组值减少偏差。 此外，至少第一数据源比第二数据源更准确。

公开(公告)号：US20090018996A1

公开(公告)日：2009-01-15

申请号：US12021268

申请日：2008-01-28

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06F7/10 ,  G06F17/30

CPC分类号： G06Q30/02

摘要： In embodiments, systems and methods may involve using a platform as disclosed herein for applications described herein where the systems and methods involve receiving a dataset in an analytic platform, the dataset including fact data and dimension data for a plurality of distinct product categories. It may also involve storing the data in a flexible hierarchy, the hierarchy allowing the temporary fixing of data along a dimension and flexible querying along other dimensions of the data. It may also involve pre-aggregating certain combinations of data to facilitate rapid querying, the pre-aggregation based on the nature of common queries. It may also involve facilitating the presentation of a cross-category view of an analytic query of the dataset. In embodiments, the temporarily fixed dimension can be rendered flexible upon an action by the user.

摘要翻译： 在实施例中，系统和方法可以涉及使用本文公开的用于本文所述的应用的平台，其中系统和方法涉及在分析平台中接收数据集，所述数据集包括用于多个不同产品类别的事实数据和维度数据。 它还可能涉及将数据存储在灵活的层次结构中，层次结构允许沿着维度临时固定数据，并沿数据的其他维度进行灵活查询。 它还可能涉及预先聚合数据的某些组合以促进快速查询，基于常见查询的性质的预聚合。 它还可能涉及促进呈现数据集的分析查询的跨类别视图。 在实施例中，临时固定的尺寸可以在用户的​​动作时变得柔性。

公开(公告)号：US20090012971A1

公开(公告)日：2009-01-08

申请号：US12023310

申请日：2008-01-31

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06F17/00

CPC分类号： G06Q30/0201 ,  G06F17/30592 ,  G06F17/30598 ,  G06Q30/02 ,  G06Q30/0623

摘要： In embodiments of the present invention improved capabilities are described for identifying a first classification scheme associated with product attributes of a first grouping of products, identifying a second classification scheme associated with product attributes of a second grouping of products, and receiving a record of data relating to an item, the classification of which is uncertain. It may also involve receiving a dictionary of attributes associated with products and assigning the item to at least one of the classification schemes based on probabilistic matching among the attributes in the classification schemes, the attributes in the dictionary of attributes and the known attributes of the item.

摘要翻译： 在本发明的实施例中，描述了改进的能力，用于识别与第一产品分组的产品属性相关联的第一分类方案，识别与第二产品分组的产品属性相关联的第二分类方案，以及接收相关数据的记录 一个项目，其分类是不确定的。 还可以包括接收与产品相关联的属性词典，并且基于分类方案中的属性之间的概率匹配，属性字典中的属性和项目的已知属性，将项目分配给至少一个分类方案 。

公开(公告)号：US20090006156A1

公开(公告)日：2009-01-01

申请号：US12021263

申请日：2008-01-28

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06Q10/00

CPC分类号： G06Q30/02 ,  G06Q10/063

摘要： Systems and methods presented may involve specifying an availability condition associated with a component of an analytic platform. It may involve storing the availability condition in a matrix. It may involve using the matrix to determine access to the component of the analytic platform.

摘要翻译： 所提出的系统和方法可以涉及指定与分析平台的组件相关联的可用性条件。 它可能涉及将可用性条件存储在矩阵中。 它可能涉及使用矩阵来确定访问分析平台的组件。

公开(公告)号：US20080288538A1

公开(公告)日：2008-11-20

申请号：US12023283

申请日：2008-01-31

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06F17/30

CPC分类号： G06F17/30592

摘要： Systems and methods are presented that may involve receiving a causal fact dataset including facts relating to items perceived to cause actions, wherein the causal fact dataset includes a data attribute that is associated with a causal fact datum. It may also involve pre-aggregating a plurality of the combinations of a plurality of causal fact data and associated data attributes in a causal bitmap. It may also involve selecting a subset of the pre-aggregated combinations based on suitability of a combination for the analytic purpose. It may also involve storing the subset of pre-aggregated combinations to facilitate querying of the subset.

摘要翻译： 提出了可能涉及接收因果事实数据集的系统和方法，所述事实数据集包括与感知引起动作的项目有关的事实，其中因果事实数据集包括与因果事实数据相关联的数据属性。 它还可以涉及在因果位图中预先聚合多个因果事实数据和相关联的数据属性的多个组合。 它还可以包括基于用于分析目的的组合的适合性来选择预聚合组合的子集。 它还可以涉及存储预聚合组合的子集以便于查询子集。

公开(公告)号：US10325272B2

公开(公告)日：2019-06-18

申请号：US12021227

申请日：2008-01-28

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs, Jr. ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs, Jr. ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06Q10/00 ,  G06Q30/02

摘要： In embodiments of the present invention, a method is described for reducing bias by data fusion of a household panel data and a loyalty card data. In embodiments, a method is provided for receiving a consumer panel dataset in a data fusion facility, receiving a consumer point-of-sale dataset in a data fusion facility, receiving a dimension dataset in a data fusion facility, fusing the datasets received in the data fusion facility into a new panel dataset based at least in part on an encryption key, estimating a consumer behavior using a first model based on the consumer panel dataset, estimating a consumer behavior using a second model based only on those consumers present in both the consumer panel dataset and the consumer point-of-sale dataset, and refining the first model based at least on the results of the second model.

公开(公告)号：US20120173472A1

公开(公告)日：2012-07-05

申请号：US13418518

申请日：2012-03-13

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06F17/00 ,  G06N5/02

CPC分类号： G06Q30/02 ,  G06Q20/0855 ,  G06Q30/0629

摘要： In embodiments of the present invention improved capabilities are described for identifying a classification scheme associated with product attributes of a grouping of products of an entity, receiving a record of data relating to an item of a competitor to the entity, the classification of which is uncertain, receiving a dictionary of attributes associated with products, and assigning a product code to the item, based on probabilistic matching among the attributes in the classification scheme, the attributes in the dictionary of attributes and at least one known attribute of the item.

摘要翻译： 在本发明的实施例中，描述了改进的能力，用于识别与实体的产品组的产品属性相关联的分类方案，接收与实体的竞争者的项目相关的数据的记录，其分类是不确定的 接收与产品相关联的属性词典，以及基于所述分类方案中的属性之间的概率匹配，所述属性字典中的属性以及所述项目的至少一个已知属性，将所述产品代码分配给所述项目。

公开(公告)号：US08160984B2

公开(公告)日：2012-04-17

申请号：US12023305

申请日：2008-01-31

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06F17/00 ,  G06N5/02

CPC分类号： G06Q30/02 ,  G06Q20/0855 ,  G06Q30/0629

摘要： In embodiments of the present invention improved capabilities are described for identifying a classification scheme associated with product attributes of a grouping of products of an entity, receiving a record of data relating to an item of a competitor to the entity, the classification of which is uncertain, receiving a dictionary of attributes associated with products, and assigning a product code to the item, based on probabilistic matching among the attributes in the classification scheme, the attributes in the dictionary of attributes and at least one known attribute of the item.

摘要翻译： 在本发明的实施例中，描述了改进的能力，用于识别与实体的产品组的产品属性相关联的分类方案，接收与实体的竞争者的项目相关的数据的记录，其分类是不确定的 接收与产品相关联的属性词典，以及基于所述分类方案中的属性之间的概率匹配，所述属性字典中的属性以及所述项目的至少一个已知属性，将所述产品代码分配给所述项目。

公开(公告)号：US20080319829A1

公开(公告)日：2008-12-25

申请号：US12021227

申请日：2008-01-28

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs, Jr. ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs, Jr. ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06Q10/00

CPC分类号： G06Q30/02 ,  G06Q30/0201

摘要： In embodiments of the present invention, a method is described for reducing bias by data fusion of a household panel data and a loyalty card data. In embodiments, a method is provided for receiving a consumer panel dataset in a data fusion facility, receiving a consumer point-of-sale dataset in a data fusion facility, receiving a dimension dataset in a data fusion facility, fusing the datasets received in the data fusion facility into a new panel dataset based at least in part on an encryption key, estimating a consumer behavior using a first model based on the consumer panel dataset, estimating a consumer behavior using a second model based only on those consumers present in both the consumer panel dataset and the consumer point-of-sale dataset, and refining the first model based at least on the results of the second model.

摘要翻译： 在本发明的实施例中，描述了一种通过家用面板数据和忠诚卡数据的数据融合来减少偏差的方法。 在实施例中，提供了一种用于在数据融合设施中接收消费者面板数据集的方法，在数据融合设施中接收消费者销售点数据集，在数据融合设施中接收尺寸数据集，将在 数据融合设备至少部分地基于加密密钥，基于消费者面板数据集使用第一模型估计消费者行为，使用仅基于两者中存在的消费者的第二模型来估计消费者行为 消费者面板数据集和消费者销售点数据集，并且至少基于第二模型的结果来改进第一模型。

公开(公告)号：US20080288209A1

公开(公告)日：2008-11-20

申请号：US12023284

申请日：2008-01-31

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

发明人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid C. Johnson ,  Cheryl G. Bergeon ,  Craig Joseph Chapa ,  Alberto Agostinelli ,  Jay Alan Yusko ,  Trevor Mason

IPC分类号： G06F17/18

CPC分类号： G06Q30/02

摘要： In embodiments of the present invention improved capabilities are described for using an analytic platform to obtain a projection, where a user of an analytic platform may select at least one dimension on which the user wishes to make a projection from the data set. A core information matrix may be developed for data set, where the core information matrix may include regions representing the statistical characteristics of alternative projection techniques that may be applied to the data set, and may include statistical characteristics relating to projections using any selected dimensions. In addition, a user interface may be provided whereby a user may observe the regions of the core information matrix to facilitate selecting an appropriate projection technique.

摘要翻译： 在本发明的实施例中，描述了改进的能力，用于使用分析平台来获得投影，其中分析平台的用户可以选择用户希望从数据集进行投影的至少一个维度。 可以为数据集开发核心信息矩阵，其中核心信息矩阵可以包括表示可应用于数据集的替代投影技术的统计特征的区域，并且可以包括与使用任何选定维度的投影有关的统计特征。 此外，可以提供用户界面，由此用户可以观察核心信息矩阵的区域以便于选择适当的投影技术。