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Expert System And Data Analysis Tool Utilizing Data As A Concept

a data analysis and expert system technology, applied in the field of data, can solve problems such as not always having domain expertise, and achieve the effects of improving data discovery, aggregating and analysing data, and high quality

Inactive Publication Date: 2018-06-14
DATAVORE LABS
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The present invention is a software tool that allows for the aggregation, reconciliation, analysis, and visualization of big data. The tool can automatically learn concepts and relationships within data sets, making analysis easier for data analysis experts. It can be used in various industries and can be easily integrated with other tools and platforms. The tool can also be used to capture user-defined relationships between data sets and perform custom analysis. It simplifies data analysis by learning from user-defined concepts and relationships, and offers seamless interfaces to users. The tool can also be used to visualize data by creating dynamic graphs andcharts, and to automate analysis on different data types. Overall, the tool provides a flexible and efficient way to analyze and make sense of big data.

Problems solved by technology

Data analysis experts that are tasked with analyzing big data sets (e.g. to build complex predictive models) do not always have domain expertise to know the goals of data analysis and what measurements to take relating to the data sets.

Method used

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  • Expert System And Data Analysis Tool Utilizing Data As A Concept
  • Expert System And Data Analysis Tool Utilizing Data As A Concept
  • Expert System And Data Analysis Tool Utilizing Data As A Concept

Examples

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Embodiment Construction

[0056]Various embodiments of the present invention are directed to methods and systems for learning concepts and relationships associated with different data to simplify the analysis of the data, tracking and storing the analysis techniques used to manipulate the data, and visualizing and filtering the analyzed data. In particular, the Datavore tool, described herein, may be able to learn concepts and relationships associated with different data types to simplify the analysis of the data and to allow data analysis experts to more efficiently work with the data. The tool may be able to combine the learned concepts and relationships with user defined concepts and relationships associated with the different data types. The tool may be able to track and the data analysis experts' data analysis techniques (work data flows). The tool may also allow for the visualization and filtering of the analyzed data. Although multiple references are made herein to a user (e.g., data analysis expert) ...

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Abstract

Work data flow, a step-by-step procedure by which data is manipulated in order to analyze the actual data, resulting from user requests is created by interactions with one or more representations of a domain-specific language. The domain-specific language features a full typing system and language compiler. The full typing system and language compiler is a functional expression language and all representations of which are isomorphic. User interactions with the domain-specific language result in a query generator thereby creating an execution plan represented by an abstract syntax tree.

Description

PRIORITY[0001]This application is a continuation-in-part of U.S. patent application Ser. No. 14 / 934,246, filed Nov. 6, 2015, which claims priority to U.S. Provisional 62 / 084,430, now expired, both of which are hereby incorporated by reference as if submitted in their entireties.FIELD OF THE INVENTION[0002]The present invention relates to data as a concept and related systems and methods, and, more particularly, various embodiments of the present application relate to systems and methods allowing for the creation of dynamic data relationships.[0003]Various embodiments of the present application relate to systems and methods allowing for the creation of dynamic data relationships and utilizing data as a concept normalization algorithms, tracking analysis of the data, and visualizing the analyzed data.BACKGROUND[0004]Data analysis experts that are tasked with analyzing big data sets (e.g. to build complex predictive models) do not always have domain expertise to know the goals of data ...

Claims

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Application Information

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Patent Type & Authority Applications(United States)
IPC IPC(8): G06F17/30
CPCG06F17/30554G06F17/30327G06F17/30427G06Q10/0637G06F16/215G06F11/0793G06F11/30G06Q10/10G06F16/2246G06F16/2452G06F16/248
Inventor VENKATESWARULU, SANJAYPERLMAN-GARR, JAKE
Owner DATAVORE LABS
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