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    Systems, methods, and apparatuses for implementing a related command with a predictive query interface
    1.
    发明授权
    Systems, methods, and apparatuses for implementing a related command with a predictive query interface 有权
    用于使用预测性查询界面实现相关命令的系统，方法和装置

    公开(公告)号：US09454767B2

    公开(公告)日：2016-09-27

    申请号：US14014236

    申请日：2013-08-29

    Applicant: salesforce.com, inc.

    Inventor： Beau David Cronin ,  Fritz Heinrich Obermeyer ,  Cap Christian Petschulat ,  Eric Michael Jonas ,  Jonathan Glidden

    IPC: G06F17/30 ,  G06Q30/02 ,  G06F3/0484 ,  G06F17/24

    CPC classification number: 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

    Abstract: 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.

    Abstract translation: 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。

    SYSTEMS, METHODS, AND APPARATUSES FOR POPULATING A TABLE HAVING NULL VALUES USING A PREDICTIVE QUERY INTERFACE
    3.
    发明申请
    SYSTEMS, METHODS, AND APPARATUSES FOR POPULATING A TABLE HAVING NULL VALUES USING A PREDICTIVE QUERY INTERFACE 有权
    使用预测性查询接口对具有空值的表进行人脸处理的系统，方法和装置

    公开(公告)号：US20160125011A1

    公开(公告)日：2016-05-05

    申请号：US14992925

    申请日：2016-01-11

    Applicant: salesforce.com, inc.

    Inventor： Cap Christian Petschulat ,  Eric Michael Jonas

    IPC: G06F17/30 ,  G06F3/0484 ,  G06F17/24

    CPC classification number: 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

    Abstract: 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

    Abstract translation: 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

    Systems, methods, and apparatuses for implementing a related command with a predictive query interface
    4.
    发明授权
    Systems, methods, and apparatuses for implementing a related command with a predictive query interface 有权

    公开(公告)号：US10963541B2

    公开(公告)日：2021-03-30

    申请号：US15249026

    申请日：2016-08-26

    Applicant: salesforce.com, inc.

    Inventor： Beau David Cronin ,  Fritz Heinrich Obermeyer ,  Cap Christian Petschulat ,  Eric Michael Jonas ,  Jonathan Glidden

    IPC: G06F17/30 ,  G06Q30/02 ,  G06F3/0484 ,  G06F17/24 ,  G06N7/00 ,  G06N99/00

    Abstract: 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.

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