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1. 发明授权

US09235846B2 Systems, methods, and apparatuses for populating a table having null values using a predictive query interface 有权
标题翻译：使用预测查询界面填充具有空值的表的系统，方法和装置
公开(公告)号：US09235846B2
公开(公告)日：2016-01-12
申请号：US14014264
申请日：2013-08-29
申请人： Cap Christian Petschulat , Eric Michael Jonas
发明人： Cap Christian Petschulat , Eric Michael Jonas
IPC分类号： G06Q30/02 , G06F17/30
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for populating a table having null values using a predictive query interface including means for receiving a tabular dataset from a user as input, the tabular dataset having data values organized as columns and rows; identifying a plurality of null values within the tabular dataset, the null values being dispersed across multiple rows and multiple columns of the tabular dataset; generating indices from the tabular dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the tabular dataset; displaying the tabular dataset as output to the user, the displayed output including the data values depicted as known values and the null values depicted as unknown values; receiving input from the user to populate at least a portion of the unknown values within the displayed tabular dataset with predicted values; querying the indices for the predicted values; and displaying the predicted values as updated output to the user. Other related embodiments are further disclosed.
摘要翻译：这里公开的是使用预测查询界面填充具有空值的表的系统和方法，包括用于从用户接收表格数据集作为输入的装置，该表格数据集具有被组织为列和行的数据值; 标识表格数据集中的多个空值，空值分散在表格数据集的多行和多列之间; 从列和行的表格数据集生成索引，表示表格数据集的行和列之间的概率关系的索引; 将表格数据集作为输出显示给用户，所显示的输出包括被描绘为已知值的数据值和被描绘为未知值的空值; 接收来自用户的输入以使用预测值填充所显示的表格数据集中的未知值的至少一部分; 查询预测值的指标; 并将预测值作为更新的输出显示给用户。进一步公开了其他相关实施例。

2. 发明申请

US20140280153A1 SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING A GROUP COMMAND WITH A PREDICTIVE QUERY INTERFACE 有权
标题翻译：用预测查询接口实施组命令的系统，方法和设备
公开(公告)号：US20140280153A1
公开(公告)日：2014-09-18
申请号：US14014250
申请日：2013-08-29
申请人： Beau David Cronin , Fritz Heinrich Obermeyer , Eric Michael Jonas , Jonathan Glidden
发明人： Beau David Cronin , Fritz Heinrich Obermeyer , Eric Michael Jonas , Jonathan Glidden
IPC分类号： G06F17/30
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing a GROUP command with a predictive query interface including means for generating indices from a dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the dataset; storing the indices within a database of a host organization; exposing the database of the host organization via a request interface; receiving, at the request interface, a query for the database specifying a GROUP command term and a specified column as a parameter for the GROUP command term; querying the database using the GROUP command term and passing the specified column to generate a predictive record set; and returning the predictive record set responsive to the query, the predictive record set having a plurality of groups specified therein, each of the returned groups of the predictive record set including a group of one or more rows of the dataset. Other related embodiments are further disclosed.
摘要翻译：本文公开了用于实施具有预测查询界面的GROUP命令的系统和方法，包括用于从列和行的数据集生成索引的指标，所述索引表示数据集的行和列之间的概率关系; 将索引存储在主机组织的数据库内; 通过请求界面暴露主机组织的数据库; 在请求界面处接收指定GROUP命令项和指定列作为GROUP命令项的参数的数据库的查询; 使用GROUP命令项查询数据库，并传递指定的列以生成预测记录集; 并且响应于所述查询返回所述预测记录集，所述预测记录集具有在其中指定的多个组，所述预测记录集的每个返回组包括所述数据集的一行或多行的组。进一步公开了其他相关实施例。

3. 发明申请

US20160364420A1 SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING A RELATED COMMAND WITH A PREDICTIVE QUERY INTERFACE 审中-公开
标题翻译：用预测查询界面实现相关命令的系统，方法和设备
公开(公告)号：US20160364420A1
公开(公告)日：2016-12-15
申请号：US15249026
申请日：2016-08-26
申请人： Beau David Cronin , Fritz Heinrich Obermeyer , Cap Christian Petschulat , Eric Michael Jonas , Jonathan Glidden
发明人： Beau David Cronin , Fritz Heinrich Obermeyer , Cap Christian Petschulat , Eric Michael Jonas , Jonathan Glidden
IPC分类号： G06F17/30
CPC分类号： G06F16/2228 , G06F3/04842 , G06F3/04847 , G06F16/20 , G06F16/2282 , G06F16/23 , G06F16/245 , G06F16/2453 , G06F16/2455 , G06F16/24553 , G06F16/24578 , G06F16/2465 , G06F16/2471 , G06F16/248 , G06F16/285 , G06F16/316 , G06F17/246 , G06N7/005 , G06N20/00 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing a RELATED command with a predictive query interface including means for generating indices from a dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the dataset; storing the indices within a database of a host organization; exposing the database of the host organization via a request interface; receiving, at the request interface, a query for the database specifying a RELATED command term and a specified column as a parameter for the RELATED command term; querying the database using the RELATED command term and passing the specified column to generate a predictive record set; and returning the predictive record set responsive to the query, the predictive record set having a plurality of elements therein, each of the returned elements including a column identifier and a confidence indicator for the specified column passed with the RELATED command term, wherein the confidence indicator indicates whether a latent relationship exists between the specified column passed with the RELATED command and the column identifier returned for the respective element. Other related embodiments are further disclosed.
摘要翻译：本文公开了用于实现具有预测性查询界面的相关命令的系统和方法，包括用于从列和行的数据集生成索引的指示，所述索引表示数据集的行和列之间的概率关系; 将索引存储在主机组织的数据库内; 通过请求界面暴露主机组织的数据库; 在请求界面处接收指定相关命令项和指定列作为相关命令项的参数的数据库查询; 使用RELATED命令项查询数据库，并传递指定的列以生成预测记录集; 并且响应于所述查询返回所述预测记录集，所述预测记录集在其中具有多个元素，所述返回元素中的每一个包括与所述相关命令项一起传递的所述指定列的列标识符和置信度指标，其中所述置信指标指示在与相关命令之间传递的指定列与为各个元素返回的列标识符之间是否存在潜在关系。进一步公开了其他相关实施例。

4. 发明授权

US09367853B2 Systems, methods, and apparatuses for implementing data upload, processing, and predictive query API exposure 有权
标题翻译：用于实现数据上传，处理和预测查询API曝光的系统，方法和设备
公开(公告)号：US09367853B2
公开(公告)日：2016-06-14
申请号：US14014221
申请日：2013-08-29
申请人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas
发明人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas
IPC分类号： G06F7/00 , G06F17/30 , G06Q30/02
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing data upload, processing, and predictive query API exposure including means for receiving a dataset in a tabular form, the dataset having a plurality of rows and a plurality of columns; processing the dataset to generate indices representing probabilistic relationships between the rows and the columns of the dataset; storing the indices in a database; exposing an Application Programming Interface (API) to query the indices in the database; receiving a request for a predictive query or a latent structure query against the indices in the database; querying the database for a prediction based on the request via the API; and returning the prediction responsive to the request. Other related embodiments are further disclosed.
摘要翻译：本文公开了用于实现数据上传，处理和预测查询API曝光的系统和方法，包括用于以表格形式接收数据集的装置，所述数据集具有多行和多列; 处理数据集以生成表示数据集的行和列之间的概率关系的索引; 将索引存储在数据库中; 暴露应用程序编程接口（API）来查询数据库中的索引; 接收针对数据库中的索引的预测查询或潜在结构查询的请求; 根据该请求通过API查询数据库以进行预测; 并响应于该请求返回预测。进一步公开了其他相关实施例。

5. 发明授权

US09336533B2 Systems, methods, and apparatuses for implementing a similar command with a predictive query interface 有权
标题翻译：用于使用预测性查询界面实现类似命令的系统，方法和装置
公开(公告)号：US09336533B2
公开(公告)日：2016-05-10
申请号：US14014241
申请日：2013-08-29
申请人： Beau David Cronin , Fritz Heinrich Obermeyer , Eric Michael Jonas , Jonathan Glidden
发明人： Beau David Cronin , Fritz Heinrich Obermeyer , Eric Michael Jonas , Jonathan Glidden
IPC分类号： G06F7/00 , G06F17/30 , G06Q30/02 , G06F15/16
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing a SIMILAR command with a predictive query interface including means for generating indices from a dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the dataset; storing the indices within a database of a host organization; exposing the database of the host organization via a request interface; receiving, at the request interface, a query for the database specifying a SIMILAR command term, a specified row as a parameter for the SIMILAR command term, and a specified column as a parameter for the SIMILAR command term; querying the database using the SIMILAR command term and passing the specified row and the specified column to generate a predictive record set; and returning the predictive record set responsive to the query, the predictive record set having a plurality of elements therein, each of the returned elements of the predictive record set including (i) a row identifier which corresponds to a row of the dataset assessed to be similar, according to a latent structure, to the specified row passed with the SIMILAR command term based on the specified column and (ii) a confidence indicator which indicates a likelihood of a latent relationship between the specified row passed with the SIMILAR command and the row identifier returned for the respective element. Other related embodiments are further disclosed.
摘要翻译：本文公开了用于实现具有预测查询界面的SIMILAR命令的系统和方法，包括用于从列和行的数据集生成索引的指示，所述索引表示数据集的行和列之间的概率关系; 将索引存储在主机组织的数据库内; 通过请求界面暴露主机组织的数据库; 在请求界面处接收指定SIMILAR命令项的数据库的查询，指定的行作为SIMILAR命令项的参数，以及指定的列作为SIMILAR命令项的参数; 使用SIMILAR命令项查询数据库，并传递指定的行和指定的列以生成预测记录集; 并且响应于所述查询返回所述预测记录集，所述预测记录集在其中具有多个元素，所述预测记录集的所述返回元素中的每一个包括（i）对应于被评估为的所述数据集的行的行标识符类似于根据潜在结构，基于指定的列使用SIMILAR命令项传递的指定行，以及（ii）置信度指示符，其指示通过SIMILAR命令传递的指定行与行之间的潜在关系的可能性标识符返回相应的元素。进一步公开了其他相关实施例。

6. 发明申请

US20140280193A1 SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING A SIMILAR COMMAND WITH A PREDICTIVE QUERY INTERFACE 有权
标题翻译：用预测的查询接口实现类似命令的系统，方法和设备
公开(公告)号：US20140280193A1
公开(公告)日：2014-09-18
申请号：US14014241
申请日：2013-08-29
申请人： Beau David Cronin , Fritz Heinrich Obermeyer , Eric Michael Jonas , Jonathan Glidden
发明人： Beau David Cronin , Fritz Heinrich Obermeyer , Eric Michael Jonas , Jonathan Glidden
IPC分类号： G06F17/30
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing a SIMILAR command with a predictive query interface including means for generating indices from a dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the dataset; storing the indices within a database of a host organization; exposing the database of the host organization via a request interface; receiving, at the request interface, a query for the database specifying a SIMILAR command term, a specified row as a parameter for the SIMILAR command term, and a specified column as a parameter for the SIMILAR command term; querying the database using the SIMILAR command term and passing the specified row and the specified column to generate a predictive record set; and returning the predictive record set responsive to the query, the predictive record set having a plurality of elements therein, each of the returned elements of the predictive record set including (i) a row identifier which corresponds to a row of the dataset assessed to be similar, according to a latent structure, to the specified row passed with the SIMILAR command term based on the specified column and (ii) a confidence indicator which indicates a likelihood of a latent relationship between the specified row passed with the SIMILAR command and the row identifier returned for the respective element. Other related embodiments are further disclosed.
摘要翻译：本文公开了用于实现具有预测查询界面的SIMILAR命令的系统和方法，包括用于从列和行的数据集生成索引的指示，所述索引表示数据集的行和列之间的概率关系; 将索引存储在主机组织的数据库内; 通过请求界面暴露主机组织的数据库; 在请求界面处接收指定SIMILAR命令项的数据库的查询，指定的行作为SIMILAR命令项的参数，以及指定的列作为SIMILAR命令项的参数; 使用SIMILAR命令项查询数据库，并传递指定的行和指定的列以生成预测记录集; 并且响应于所述查询返回所述预测记录集，所述预测记录集在其中具有多个元素，所述预测记录集的所述返回元素中的每一个包括（i）对应于被评估为的所述数据集的行的行标识符类似于根据潜在结构，基于指定的列使用SIMILAR命令项传递的指定行，以及（ii）置信度指示符，其指示通过SIMILAR命令传递的指定行与行之间的潜在关系的可能性标识符返回相应的元素。进一步公开了其他相关实施例。

7. 发明申请

US20140280192A1 SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING A RELATED COMMAND WITH A PREDICTIVE QUERY INTERFACE 有权
标题翻译：用预测查询界面实现相关命令的系统，方法和设备
公开(公告)号：US20140280192A1
公开(公告)日：2014-09-18
申请号：US14014236
申请日：2013-08-29
申请人： Beau David Cronin , Fritz Heinrich Obermeyer , Cap Christian Petschulat , Eric Michael Jonas , Jonathan Glidden
发明人： Beau David Cronin , Fritz Heinrich Obermeyer , Cap Christian Petschulat , Eric Michael Jonas , Jonathan Glidden
IPC分类号： G06F17/30
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing a RELATED command with a predictive query interface including means for generating indices from a dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the dataset; storing the indices within a database of a host organization; exposing the database of the host organization via a request interface; receiving, at the request interface, a query for the database specifying a RELATED command term and a specified column as a parameter for the RELATED command term; querying the database using the RELATED command term and passing the specified column to generate a predictive record set; and returning the predictive record set responsive to the query, the predictive record set having a plurality of elements therein, each of the returned elements including a column identifier and a confidence indicator for the specified column passed with the RELATED command term, wherein the confidence indicator indicates whether a latent relationship exists between the specified column passed with the RELATED command and the column identifier returned for the respective element. Other related embodiments are further disclosed.
摘要翻译：本文公开了用于实现具有预测性查询界面的相关命令的系统和方法，包括用于从列和行的数据集生成索引的指示，所述索引表示数据集的行和列之间的概率关系; 将索引存储在主机组织的数据库内; 通过请求界面暴露主机组织的数据库; 在请求界面处接收指定相关命令项和指定列作为相关命令项的参数的数据库查询; 使用RELATED命令项查询数据库，并传递指定的列以生成预测记录集; 并且响应于所述查询返回所述预测记录集，所述预测记录集在其中具有多个元素，所述返回元素中的每一个包括与所述相关命令项一起传递的所述指定列的列标识符和置信度指标，其中所述置信指标指示在与相关命令之间传递的指定列与为各个元素返回的列标识符之间是否存在潜在关系。进一步公开了其他相关实施例。

8. 发明申请

US20140280065A1 SYSTEMS AND METHODS FOR PREDICTIVE QUERY IMPLEMENTATION AND USAGE IN A MULTI-TENANT DATABASE SYSTEM 审中-公开
标题翻译：用于多重数据库系统的预测查询执行和使用的系统和方法
公开(公告)号：US20140280065A1
公开(公告)日：2014-09-18
申请号：US14014204
申请日：2013-08-29
申请人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas , Fritz Obermeyer
发明人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas , Fritz Obermeyer
IPC分类号： G06F17/30
CPC分类号： G06F16/2228 , G06F3/04842 , G06F3/04847 , G06F16/20 , G06F16/2282 , G06F16/23 , G06F16/245 , G06F16/2453 , G06F16/2455 , G06F16/24553 , G06F16/24578 , G06F16/2465 , G06F16/2471 , G06F16/248 , G06F16/285 , G06F16/316 , G06F17/246 , G06N7/005 , G06N20/00 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for predictive query implementation and usage in a multi-tenant database system including means for implementing predictive population of null values with confidence scoring, means for predictive scoring and reporting of business opportunities with probability to close scoring, and other related embodiments.
摘要翻译：本文公开了用于多租户数据库系统中的预测查询实现和使用的系统和方法，包括用于以置信评分来实现空值预测人群的手段，用于预测评分的方法和以可能性关闭评分的商业机会报告，以及其他相关实施例。

9. 发明申请

US20140278754A1 SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING PREDICTIVE QUERY INTERFACE AS A CLOUD SERVICE 有权
标题翻译：用于实施预测性查询接口作为云服务的系统，方法和设备
公开(公告)号：US20140278754A1
公开(公告)日：2014-09-18
申请号：US14014258
申请日：2013-08-29
申请人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas , Max Gasner
发明人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas , Max Gasner
IPC分类号： G06Q30/02
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing predictive query interface as a cloud service including means for exposing an interface to client devices operating remotely from a host organization, wherein the interface is accessible by the client devices via a public Internet; executing a predictive database at the host organization as an on-demand cloud based service for one or more subscribers; authenticating one of the client devices by verifying the client device is associated with one of the subscribers and based further on authentication credentials for the respective subscriber; receiving a request from the authenticated subscriber via the interface; executing a predictive query or a latent structure query against indices of the predictive database generated from a dataset of columns and rows on behalf of the authenticated subscriber, the indices representing probabilistic relationships between the rows and the columns of the dataset; and returning a predictive record set to the authenticated subscriber responsive to the request. Other related embodiments are further disclosed.
摘要翻译：本文公开了用于实现作为云服务的预测性查询接口的系统和方法，包括用于将与向主机组织远程操作的客户端设备的接口暴露的装置，其中该接口可经由公共因特网由客户端设备访问; 在主机组织处执行预测数据库，作为针对一个或多个订户的基于云的服务; 通过验证客户端设备来验证客户端设备之一与订户之一相关联，并进一步基于相应订户的认证凭证; 经由该接口接收来自认证用户的请求; 执行预测性查询或潜在结构查询，以针对代表认证订户从列和行的数据集生成的预测数据库的索引，所述索引表示数据集的行和列之间的概率关系; 以及响应于所述请求将预测记录集返回给经认证的订户。进一步公开了其他相关实施例。

10. 发明申请

US20140280191A1 SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING A PREDICT COMMAND WITH A PREDICTIVE QUERY INTERFACE 有权
标题翻译：用预测性查询接口实现预测命令的系统，方法和设备
公开(公告)号：US20140280191A1
公开(公告)日：2014-09-18
申请号：US14014225
申请日：2013-08-29
申请人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas
发明人： Beau David Cronin , Cap Christian Petschulat , Eric Michael Jonas
IPC分类号： G06F17/30
CPC分类号： G06F17/30321 , G06F3/04842 , G06F3/04847 , G06F17/246 , G06F17/30286 , G06F17/30339 , G06F17/30345 , G06F17/30424 , G06F17/30442 , G06F17/30477 , G06F17/30483 , G06F17/3053 , G06F17/30539 , G06F17/30545 , G06F17/30554 , G06F17/30598 , G06F17/30619 , G06N7/005 , G06N99/005 , G06Q30/0201 , G06Q30/0202
摘要： Disclosed herein are systems and methods for implementing a PREDICT command with a predictive query interface including means for generating indices from a dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the dataset; storing the indices within a database of a host organization; exposing the database of the host organization via a request interface; receiving, at the request interface, a query for the database specifying at least (i) a PREDICT command term, (ii) one or more specified columns to be predicted, and (iii) one or more column name=value pairs specifying column names to be fixed and the values by which to fix them; and querying the database using the PREDICT command term and passing the one or more specified columns to be predicted and the one or more column name=value pairs to generate a representation of a joint conditional distribution of the one or more specified columns to be predicted fixed according to the column name=value pairs using the indices stored in the database. Other related embodiments are further disclosed.
摘要翻译：这里公开了一种用于实现具有预测性查询界面的PREDICT命令的系统和方法，包括用于从列和行的数据集生成索引的指标，所述索引表示数据集的行和列之间的概率关系; 将索引存储在主机组织的数据库内; 通过请求界面暴露主机组织的数据库; 在请求界面处接收对数据库的查询，其至少指定（i）PREDICT命令项，（ii）要预测的一个或多个指定列，以及（iii）指定列名称的一个或多个列名称=值对要修复它们的价值; 并使用PREDICT命令项查询数据库，并传递要预测的一个或多个指定列和一个或多个列名称=值对，以生成要预测的一个或多个指定列的联合条件分布的表示固定根据列名=值对使用存储在数据库中的索引。进一步公开了其他相关实施例。

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