Data Governance Rules From Pattern-Based Database File Analysis
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Solution Overview
Problem
Current methods for generating and selecting data standards for database columns result in low efficiency and precision.
Innovation Solution
A data governance method that automatically obtains data standards by analyzing data patterns and features from structured or semi-structured data files, using regular expressions and connected graphs to enrich data features and improve precision.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If data standards are manually generated or selected by skilled persons, then data standards can be obtained, but the efficiency and precision of obtaining data standards are low
Solution Approach 1:
The system enables automatic generation of data standards by having the computer execute instructions that automatically read storage files, obtain data patterns, extract data features, and generate data standards without requiring manual intervention by skilled persons. This self-service approach resolves the contradiction by eliminating manual processes while maintaining high precision through automated pattern recognition and feature extraction algorithms.
Solution Approach 2:
The patent replaces the mechanical manual process of generating and selecting data standards with an automated computer-based system that uses algorithms to read storage files, identify data patterns, extract features, and generate standards. This substitution of mechanical human labor with automated computational processes simultaneously improves efficiency and maintains precision through consistent algorithmic application.
2Loss of time
If manual methods are used to generate and select data standards, then data standards can be obtained, but the process is time-consuming and inefficient
Solution Approach 1:
The system performs preliminary actions by automatically reading storage files and obtaining data patterns before generating data standards. This preliminary automated data collection and pattern recognition eliminates the time-consuming manual processes of data gathering and analysis, enabling rapid generation of data standards while improving overall productivity.
Solution Approach 2:
The patent implements continuous automated processing where the computer systematically reads storage files, obtains data patterns, extracts data features, and generates data standards in an uninterrupted sequence. This continuous automated workflow eliminates the interruptions and delays inherent in manual processes, significantly reducing time loss while maintaining high productivity.
Data Source
AI summary
A data governance method includes: reading a storage file from a database server, where the storage file is used to store data that belongs to at least one service; obtaining at least one data pattern of a first data set, where the first data set includes data that belongs to a same service and that is stored in the storage file, and the at least one data pattern indicates a structure of each piece of data included in the first data set; obtaining, based on the at least one data pattern, at least one data feature of the first data set; and obtaining a first data standard based on the at least one data feature.


