公开(公告)号：US09466063B2

公开(公告)日：2016-10-11

申请号：US13028022

申请日：2011-02-15

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 ,  Ting Liu

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 ,  Ting Liu

IPC分类号： G06F17/30 ,  G06Q30/02

CPC分类号： G06Q30/02 ,  G06F17/30442 ,  G06F17/30489

摘要： Using a computer, a database comprising a field is identified. A query relating to the field is identified. Prior to processing the query, the field is dynamically altered to conform to a desired bit size. The query is processed. The results of the query are returned.

摘要翻译： 使用计算机，识别包括字段的数据库。 识别与该领域相关的查询。 在处理查询之前，该字段被动态地改变以符合期望的比特大小。 查询被处理。 返回查询的结果。

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：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：US09390158B2

公开(公告)日：2016-07-12

申请号：US12023283

申请日：2008-01-31

申请人： Herbert Dennis Hunt ,  John Randall West ,  Marshall Ashby Gibbs, Jr. ,  Bradley Michael Griglione ,  Gregory David Neil Hudson ,  Andrea Basilico ,  Arvid Conrad 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 Conrad 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：US09262503B2

公开(公告)日：2016-02-16

申请号：US12023310

申请日：2008-01-31

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

IPC分类号： G06F17/30 ,  G06F7/00 ,  G06Q30/02

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：US08489532B2

公开(公告)日：2013-07-16

申请号：US13418518

申请日：2012-03-13

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

IPC分类号： G06F1/00 ,  G06N5/00

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：US20090006788A1

公开(公告)日：2009-01-01

申请号：US12023200

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： G06F12/00

CPC分类号： G06F16/283 ,  G06F16/24

摘要： Systems and methods are presented that may involve specifying an availability condition associated with a data hierarchy in a database. It may also involve storing the availability condition in a matrix and using the matrix to determine access to data in the data hierarchy. In embodiments, the data hierarchy may be a flexible data hierarchy wherein a selected dimension of data within the hierarchy may be held temporarily fixed while flexibly accessing other dimensions of the data. In embodiments, the process may further involve specifying an availability condition, wherein the specification of the availability condition does not require modification of the datum or restatement of the database.

摘要翻译： 提出了可以涉及指定与数据库中的数据层级相关联的可用性条件的系统和方法。 它还可以涉及将可用性条件存储在矩阵中并使用矩阵来确定对数据层次结构中的数据的访问。 在实施例中，数据层级可以是灵活的数据层级，其中在灵活地访问数据的其他维度的同时，层级内的数据的选定维度可以被暂时地保持固定。 在实施例中，该过程可以进一步涉及指定可用性条件，其中可用性条件的规范不需要修改数据库的数据或重述。

公开(公告)号：US20090006490A1

公开(公告)日：2009-01-01

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： G06F17/30

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：US20080294996A1

公开(公告)日：2008-11-27

申请号：US12022667

申请日：2008-01-30

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： G06F3/048 ,  G06F17/30

CPC分类号： G06Q30/02

摘要： The methods and systems disclosed herein include an analytic platform, with a customized retailer portal application, that may be used to perform data projection and release methodologies in order to create an integrated, flexible, actionable view of data such as data relating to consumers, consumer behavior, commodity sales, and other commercial activities like those pertaining to relationships between consumers and stores.

摘要翻译： 本文公开的方法和系统包括具有定制的零售商门户应用的分析平台，其可以用于执行数据投影和释放方法，以便创建数据的集成的，灵活的，可操作的视图，诸如与消费者有关的数据，消费者 行为，商品销售和其他商业活动，如消费者和商店之间的关系。

公开(公告)号：US20080288889A1

公开(公告)日：2008-11-20

申请号：US12021916

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： G06F17/30 ,  G06F3/048

CPC分类号： G06Q30/02

摘要： The methods and systems disclosed herein include an analytic platform, with a data visualization application, that may be used to perform data fusion methodologies in order to create an integrated, actionable view of consumers, consumer behavior, commodity sales, and other commercial activities, such as the relationship between consumers and stores.

摘要翻译： 本文公开的方法和系统包括具有数据可视化应用的分析平台，其可以用于执行数据融合方法，以便创建消费者，消费者行为，商品销售和其他商业活动的集成的，可操作的视图，例如 作为消费者和商店之间的关系。