公开(公告)号：US08572020B2

公开(公告)日：2013-10-29

申请号：US13593296

申请日：2012-08-23

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F7/00

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

公开(公告)号：US20050149460A1

公开(公告)日：2005-07-07

申请号：US11074157

申请日：2005-03-07

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F9/44 ,  G06F17/30 ,  G06N5/04 ,  G06Q30/00 ,  G06Q30/02 ,  G06Q30/06 ,  G06F17/00 ,  G06F15/18 ,  G06F17/60 ,  G06N5/00

CPC分类号： G06Q30/0269 ,  G06Q30/018 ,  G06Q30/02 ,  G06Q30/0201 ,  G06Q30/0224 ,  G06Q30/0255 ,  G06Q30/0267 ,  G06Q30/0631 ,  Y10S706/925 ,  Y10S706/934 ,  Y10S707/99931 ,  Y10S707/99932 ,  Y10S707/99933 ,  Y10S707/99936 ,  Y10S707/99945

摘要： A system and method for generating and validating a user profile (25) for a user based on a static profile (10) and a dynamic profile (15) of the user. The method and system compresses the dynamic rules (15) into aggregated rules so that the user can view a comparatively small number of the aggregated rules and select the desired rules from the aggregated rules based on user desired criteria. The method and system validates user rules (60) using a processing device, which are retrieved from a storage device. The user rules are separated into at least one subset of a user set. Then, it is determined if a particular rule of the at least one subset is one of acceptable, unacceptable and undecided based on a defined criteria (415). If the particular rules of the at least one subset are acceptable, the particular rules of the at least one subset are provided (e.g. assigned) to a corresponding user (435).

摘要翻译： 一种用于基于用户的静态简档（10）和动态简档（15）生成和验证用户的用户简档（25）的系统和方法。 该方法和系统将动态规则（15）压缩为聚合规则，使得用户可以根据用户期望的标准从聚合规则中查看相对较少数量的聚合规则并选择所需的规则。 方法和系统使用从存储设备检索的处理设备验证用户规则（60）。 用户规则被分成用户集合的至少一个子集。 然后，确定所述至少一个子集的特定规则是否是基于所定义的准则的可接受的，不可接受的和未决定的（415）之一。 如果至少一个子集的特定规则是可接受的，那么将至少一个子集的特定规则（例如分配）提供给相应的用户（435）。

公开(公告)号：US08930243B2

公开(公告)日：2015-01-06

申请号：US13593798

申请日：2012-08-24

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06Q30/00 ,  G06F17/30

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

公开(公告)号：US20120324059A1

公开(公告)日：2012-12-20

申请号：US13593798

申请日：2012-08-24

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F15/16

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

摘要翻译： 提供过程，系统和计算机软件以促进使用多维数据的一个或多个用户和/或一个或多个应用的​​至少一个推荐。 特别地，定义了多维空间，其中每个维度能够提供可变信息。 至少一个维度对应于用户配置文件。 多维空间中填充有与多维空间尺寸对应的多维数据。 然后，检索来自多维空间的信息。 此外，基于检索到的信息生成推荐。 此外，可以生成推荐特定查询。 这可以通过生成用于访问多维立方体并检索存储在其中的数据的推荐特定查询来执行。 然后，可以基于从多维立方体检索的数据来发布推荐。

公开(公告)号：US08984000B2

公开(公告)日：2015-03-17

申请号：US13476892

申请日：2012-05-21

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

摘要翻译： 提供过程，系统和计算机软件以促进使用多维数据的一个或多个用户和/或一个或多个应用的​​至少一个推荐。 特别地，定义了多维空间，其中每个维度能够提供可变信息。 至少一个维度对应于用户配置文件。 多维空间中填充有与多维空间尺寸对应的多维数据。 然后，检索来自多维空间的信息。 此外，基于检索到的信息生成推荐。 此外，可以生成推荐特定查询。 这可以通过生成用于访问多维立方体并检索存储在其中的数据的推荐特定查询来执行。 然后，可以基于从多维立方体检索的数据来发布推荐。

公开(公告)号：US20120317070A1

公开(公告)日：2012-12-13

申请号：US13593296

申请日：2012-08-23

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F17/30

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

公开(公告)号：US20120303676A1

公开(公告)日：2012-11-29

申请号：US13476892

申请日：2012-05-21

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F17/30

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

公开(公告)号：US08185487B2

公开(公告)日：2012-05-22

申请号：US10468509

申请日：2002-02-12

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F17/00

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are rovided to facilitate at least one recommendation to one or more users (420) and/or one or more applications (430) using multidimensional data (410). In particular, the multidimensional data (410) which define a multidimensional space (400) is accessed. The multidimensional space (400) can have more than two dimensions, each capable of providing variable information. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query (440). This can be performed by generating the recommendation-specific query (440) to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

摘要翻译： 轮流处理，系统和计算机软件以利用使用多维数据（410）的至少一个推荐给一个或多个用户（420）和/或一个或多个应用（430）。 具体地，访问定义多维空间（400）的多维数据（410）。 多维空间（400）可以具有多于两个维度，每个维度能够提供可变信息。 然后，检索来自多维空间的信息。 此外，基于检索到的信息生成推荐。 此外，可以生成推荐特定查询（440）。 这可以通过生成用于访问多维立方体并检索存储在其中的数据的推荐特定查询（440）来执行。 然后，可以基于从多维立方体检索的数据来发布推荐。

公开(公告)号：US08924264B2

公开(公告)日：2014-12-30

申请号：US13566695

申请日：2012-08-03

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06Q30/00 ,  G06F17/30

CPC分类号： G06F17/30592 ,  G06F17/30412 ,  G06F17/30522 ,  G06Q30/0631

摘要： A process, system and computer software are provided to facilitate at least one recommendation to one or more users and/or one or more applications using multidimensional data. In particular, a multidimensional space is defined, wherein each dimension is capable of providing variable information. At least one dimension corresponds to user profiles. The multidimensional space is filled with multidimensional data corresponding to dimensions of the multidimensional space. Then, information from the multidimensional space is retrieved. Further, the recommendation is generated based on the retrieved information. In addition, it is possible to generate a recommendation-specific query. This can be performed by generating the recommendation-specific query to access a multidimensional cube and retrieve data stored therein. Then, the recommendation can be issued based on the data retrieved from the multidimensional cube.

摘要翻译： 提供过程，系统和计算机软件以促进使用多维数据的一个或多个用户和/或一个或多个应用的​​至少一个推荐。 特别地，定义了多维空间，其中每个维度能够提供可变信息。 至少一个维度对应于用户配置文件。 多维空间中填充有与多维空间尺寸对应的多维数据。 然后，检索来自多维空间的信息。 此外，基于检索到的信息生成推荐。 此外，可以生成推荐特定查询。 这可以通过生成用于访问多维立方体并检索存储在其中的数据的推荐特定查询来执行。 然后，可以基于从多维立方体检索的数据来发布推荐。

公开(公告)号：US08103611B2

公开(公告)日：2012-01-24

申请号：US12553522

申请日：2009-09-03

申请人： Alexander Tuzhilin ,  Gediminas Adomavicius

发明人： Alexander Tuzhilin ,  Gediminas Adomavicius

IPC分类号： G06F17/00 ,  G06N5/02

CPC分类号： G06Q30/0269 ,  G06Q30/018 ,  G06Q30/02 ,  G06Q30/0201 ,  G06Q30/0224 ,  G06Q30/0255 ,  G06Q30/0267 ,  G06Q30/0631 ,  Y10S706/925 ,  Y10S706/934 ,  Y10S707/99931 ,  Y10S707/99932 ,  Y10S707/99933 ,  Y10S707/99936 ,  Y10S707/99945

摘要： Exemplary non-transitory computer-readable medium, method and system for providing at least one recommendation to users and applications using multidimensional data. The multidimensional data can define a multidimensional space defined by a Cartesian product of the dimensions. The multidimensional space can have at least three dimensions, and each of the dimensions can be capable of (i) providing variable information, and (ii) having a type that is different from a type of another one of the dimensions. The exemplary non-transitory computer-readable medium, method and system can retrieve information from data associated with the multidimensional space. Further, the exemplary non-transitory computer-readable medium, method and system can generate the at least one recommendation based on the retrieved information. Further, at least one of the dimensions can include profiles.

摘要翻译： 用于使用多维数据向用户和应用提供至少一个推荐的示例性非暂时计算机可读介质，方法和系统。 多维数据可以定义由尺寸的笛卡尔乘积定义的多维空间。 多维空间可以具有至少三个维度，并且每个维度都能够（i）提供可变信息，以及（ii）具有与另一维度的类型不同的类型。 示例性的非暂时计算机可读介质，方法和系统可以从与多维空间相关联的数据中检索信息。 此外，示例性非暂时性计算机可读介质，方法和系统可以基于所检索的信息来生成至少一个推荐。 此外，尺寸中的至少一个可以包括轮廓。