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A predictive engine for multistage pattern discovery and visual analytics recommendations

A prediction engine, computer technology, applied in the direction of other database retrieval based on specific mathematical patterns, metadata-based, computational models, etc.

Pending Publication Date: 2020-06-19
TIBCO SOFTWARE INC (US)
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, there are many shortcomings in the prior art of these tools

Method used

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  • A predictive engine for multistage pattern discovery and visual analytics recommendations
  • A predictive engine for multistage pattern discovery and visual analytics recommendations
  • A predictive engine for multistage pattern discovery and visual analytics recommendations

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Embodiment Construction

[0018] While making and using various embodiments of the present disclosure are discussed in detail below, it should be appreciated that the present disclosure provides many applicable inventive concepts that can be embodied in a wide variety of specific contexts. The specific embodiments discussed herein are illustrative only and do not define the scope of the present disclosure. In the interest of clarity, not all features of an actual implementation are described in this disclosure. Of course, it will be appreciated that in the development of any such actual embodiment, many implementation-specific decisions must be made to achieve the developer's specific goals, such as compliance with system-related and business-related constraints, which will vary with the implementation. vary in different ways. Furthermore, it will be appreciated that such a development effort might be complex and time-consuming, but would nevertheless be a routine undertaking for those of ordinary ski...

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Abstract

A predictive engine for interpreting data structures that includes an interpreter and visualization generator. The interpreter identifies a relational pattern between target feature variables and other feature variables based on recognizing a variable dependency between the target feature data and the other feature data and generate at least one meta-data feature set and associated result metrics.The visualization generator can recommend at least one visualization based on the at least one meta-data feature set and the associated result metrics. The interpreter includes multiple stages that perform variable selection, interaction detection, and pattern discovery and ranking. The predictive engine also includes a data preparer configured to sort, categorize, and filter the data structuresaccording to at least one of data type, hierarchical data structures, unique values, missing values and date / time data.

Description

[0001] Cross References to Related Applications [0002] This application claims priority to U.S. Provisional Patent Application No. 62 / 576,187, filed October 24, 2017, entitled "Multistage Pattern Discovery for Visual Analytics Recommendations," the entire contents of which are hereby incorporated herein by reference in their entirety. for all purposes. technical field [0003] The present disclosure relates generally to artificial intelligence algorithms and predictive engines, and in particular to predictive engines for multi-level pattern discovery and visual analysis recommendations. Background technique [0004] Predictive and visual analytics are tools used in many fields. Governments, agencies, and businesses use these tools to manage and interpret big data. Tools can be of great benefit by interpreting large amounts of data and providing information about the data that can be used to help users make governance and management decisions. However, there are many dis...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06E1/00
CPCG06N20/00G06N5/04G06N5/01G06N7/00G06F16/907G06F16/9024G06F16/9038
Inventor D.J.罗普A.J.贝里奇M.奥康奈尔C.V.保利尼D.P.拉伊德夫
Owner TIBCO SOFTWARE INC (US)
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