公开(公告)号：US20220398246A1

公开(公告)日：2022-12-15

申请号：US17342812

申请日：2021-06-09

Applicant: BUSINESS OBJECTS SOFTWARE LTD.

Inventor： Paul O'HARA ,  Malte Christian KAUFMANN ,  Anirban BANERJEE ,  Ian DENVER ,  Alan McSHANE

IPC: G06F16/2458 ,  G06F16/28

Abstract: Systems and methods include determination, determine, for each of a plurality of discrete features, of statistics for each discrete value of the discrete feature based on values of a continuous feature associated with the discrete value, determination, for each discrete feature, of first summary statistics based on the statistics determined for each discrete value of the discrete feature, determination, for each discrete feature, of a dissimilarity based on the first summary statistics determined for the discrete feature and on the statistics determined for each discrete value of the discrete feature, determination of candidate discrete features of the discrete features based on the determined dissimilarities, the candidate discrete features comprising less than all of the discrete features, determination, for each of the candidate discrete features, of second summary statistics based on values of the continuous feature associated with each discrete value of the candidate discrete feature, determine of a deviation score for each of the candidate discrete features based on the second summary statistics, and presentation of the candidate discrete features based on the determined deviation scores.

公开(公告)号：US11526526B2

公开(公告)日：2022-12-13

申请号：US16672067

申请日：2019-11-01

Applicant: Business Objects Software LTD

Inventor： Xin Qiu ,  Yang Jin ,  Sumedha Sharma ,  James Lloyd

IPC: G06F16/248 ,  G06F16/28 ,  G06T11/20 ,  G06F16/22 ,  G06F16/245

Abstract: In some embodiments, a program generates a query for a set of data from a dataset. The dataset includes a set of measures and a plurality of dimensions for categorizing the set of measures. The set of data includes a set of locations and measure values for a measure in the set of measures categorized according to a dimension in the plurality of dimensions. The program further sends the query to a computing system configured to manage the dataset. The program also receives the set of data from the computing system. The program further renders a visualization comprising a set of visual elements. Each visual element is configured to present a set of measure values for the measure associated with a location in the set of locations. The set of measure values are categorized according to the dimension. The program also presents the visualization on a display of the device.

公开(公告)号：US20220374450A1

公开(公告)日：2022-11-24

申请号：US17324667

申请日：2021-05-19

Applicant: BUSINESS OBJECTS SOFTWARE LTD.

Inventor： Paul O'HARA ,  Ying WU ,  Jiazheng LI ,  Cathal McGOVERN ,  Malte Christian KAUFMANN ,  Esther Rodrigo ORTIZ ,  Kerry O'CONNOR ,  Michael GOLDEN ,  Satinder SINGH

IPC: G06F16/26 ,  G06F16/2458

Abstract: Systems and methods include reception of a set of data including continuous features and a discrete feature, each continuous feature associated with a plurality of values and the discrete feature associated with a plurality of discrete values, determine, for each continuous feature, a relationship factor representing a relationship between the discrete feature and the continuous feature based on the plurality of values associated with the continuous feature and the plurality of discrete values, identify one of the continuous features associated with a largest one of the determined relationship factors, generate, for each of the other features, a correlation factor representing a correlation between the continuous feature and the identified continuous feature, determine, for each of the continuous features other than the identified continuous feature, a composite relationship score based on the relationship factor and the correlation factor associated with the feature, and present a visualization associated with the discrete feature, the identified continuous feature, and a continuous feature associated with a largest composite relationship score.

公开(公告)号：US20220357920A1

公开(公告)日：2022-11-10

申请号：US17313359

申请日：2021-05-06

Applicant: BUSINESS OBJECTS SOFTWARE LTD.

Inventor： Paul O'HARA ,  Malte Christian KAUFMANN

IPC: G06F7/535

Abstract: Systems and methods include reception of data including a plurality of continuous features and a first discrete feature, each of the plurality of continuous features associated with a plurality of values and the first discrete feature associated with a plurality of discrete values, determination of an overall output value of a function based on the plurality of values associated with each of the plurality of continuous features, determination, for each discrete value of the plurality of discrete values, of an output value of the function based on ones of the plurality of values associated with the discrete value, scaling of the output value determined for each discrete value based on the determined output values and the overall output value, and presentation of the scaled output values.

公开(公告)号：US11422918B2

公开(公告)日：2022-08-23

申请号：US16421075

申请日：2019-05-23

Applicant: Business Objects Software Ltd.

Inventor： Mohamed Badreddine Aouad

IPC: G06F9/44 ,  G06F11/36 ,  G06F8/71 ,  G06F8/65

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for a continuous software development and delivery system. Currently, the software development and delivery process is complicated and time consuming. The process requires multiple checkpoints and human intervention to ensure that software updates do not cause errors in the existing software when implemented. Coordination throughout the development process is also problematic as developers may be using varying development environment that are different than the environment used to test and produce the software. The continuous development and delivery system of the present disclosure remedies these issues by providing a consistent development environment throughout the development process. This reduces issues that may arise from use of inconsistent development environments and allows for automation of previously manual portions of the software development and delivery process.

公开(公告)号：US20220172130A1

公开(公告)日：2022-06-02

申请号：US17673307

申请日：2022-02-16

Applicant: BUSINESS OBJECTS SOFTWARE LTD

Inventor： Ying Wu ,  Paul Pallath ,  Paul O'hara

IPC: G06Q10/04 ,  G06Q30/02 ,  G06F17/18 ,  G06N5/02 ,  G06N5/04 ,  G06K9/62 ,  G06Q10/00 ,  G06N20/20

Abstract: A method includes receiving training data including sequential data, determining a plurality of future time points, generating a first prediction by applying a first forecasting algorithm to the training data, generating a second prediction by applying a second forecasting algorithm to the training data, extracting predicted values from the first prediction and the second prediction that corresponds to a future time point of the plurality of future time points, applying a regression model in sequence on each of the plurality of future time points to generate a final predicted value of each of the plurality of future time points, and outputting the final predicted values of the plurality of future time points.

公开(公告)号：US20220164409A1

公开(公告)日：2022-05-26

申请号：US17669141

申请日：2022-02-10

Applicant: Business Objects Software Ltd.

Inventor： Shou-Chieh Chao ,  Sanam Narula ,  Nathan Wang ,  Walter Mak ,  Michael Tsz Hong Sung

IPC: G06F16/957 ,  G06F16/22 ,  G06F16/904 ,  G06F40/103

Abstract: Some embodiments provide a program. The program receives a visualization collection definition specifying a plurality of visualization definitions for a plurality of visualization definitions. Each visualization definition in the plurality of visualization definitions specifies a multi-dimensional array of data definition. The program further identifies a set of multi-dimensional array of data definitions specified in the plurality of visualization definitions of the visualization collection definition. The program also sends a request for the set of multi-dimensional array of data definitions to a computing system. The program further receives the set of multi-dimensional array of data definitions from the computing system. The program also stores the set of multi-dimensional array of data definitions in a cache storage of the mobile device for later use

公开(公告)号：US20220004291A1

公开(公告)日：2022-01-06

申请号：US17476055

申请日：2021-09-15

Applicant: Business Objects Software Ltd.

Inventor： Flavia Moser ,  Scott Cameron ,  Julian Gosper

IPC: G06F3/0482 ,  G06F16/248

Abstract: In some example embodiments, an indication of a selected data point of a current visualization can be received. A context of the selected data point can be determined based on a dimension of the data point, and explanation candidates can be generated based on the context of the selected data point. Each exploration candidate can have a different dimension context that is within the context of the selected data point and a corresponding value for the dimension context. For each one of the explanation candidates, a corresponding score can be generated based on a difference between the value for the explanation candidate and an average value of all the values of the explanation candidates. The explanation candidates can be ranked based on the scores. At least one of the explanation candidates can be selected based on the ranking, and selectable explanation(s) for the selected explanation candidate(s) can be displayed.

公开(公告)号：US20210390120A1

公开(公告)日：2021-12-16

申请号：US16897722

申请日：2020-06-10

Applicant: Business Objects Software Ltd.

Inventor： Olivier Tsoungui

IPC: G06F16/28 ,  G06F16/27

Abstract: Techniques for implementing nested group hierarchies for analytics applications are disclosed. In some embodiments, a computer-implemented method comprises: creating a hierarchy object in a semantic layer based on a request comprising a definition for a nested group hierarchy, the definition specifying a hierarchical relationship structure for non-leaf group nodes and at least one leaf node, the non-leaf group nodes and the leaf node(s) corresponding to data stored in a data source in a non-hierarchical structure, the hierarchy object specifying the hierarchical relationship structure based on the definition; generating a query result based on a request comprising an indication of the hierarchy object using the hierarchy object from the semantic layer to retrieve the data from the data source; and causing the query result to be displayed on a computing device using the hierarchy object to display the retrieved data in a hierarchical format indicating the hierarchical relationship structure.

公开(公告)号：US20210357417A1

公开(公告)日：2021-11-18

申请号：US16876441

申请日：2020-05-18

Applicant: BUSINESS OBJECTS SOFTWARE LTD.

Inventor： Ying Wu ,  Paul O'Connor ,  Esther Rodrigo Ortiz ,  Artur Stulka ,  Mateusz Lewandowski ,  Paul Sheedy ,  Mairtin Keane ,  Paul O'Hara ,  Malte Christian Kaufmann ,  Robert McGrath

IPC: G06F16/2457 ,  G06F16/2458 ,  G06F16/215 ,  G06F16/22

Abstract: The present disclosure involves systems, software, and computer implemented methods for ranking time dimensions. One example method includes receiving a request for an insight analysis for a dataset that includes a value dimension and a set of multiple date dimensions. Each date dimension is converted into a time series and a value quality factor is determined for each time series that represents a level of data quality for the time series. A time series informative factor is determined for each time series that represents how informative the time series is within a specified time window. An insight score is determined, for each time dimension, based on the determined value quality factors and the determined time series informative factors. The insight score for the time dimension is provided, for at least some of the time dimensions.