Conflict identification management method and device for multi-source heterogeneous industrial data labels

By constructing a tag inheritance chain graph and a conflict identification and management method, the semantic consistency problem in the management of multi-source heterogeneous industrial data tags was solved, realizing full lifecycle management and cross-system traceability of tags, and improving the interpretability and sharing capability of data assets.

CN122240598APending Publication Date: 2026-06-19WUHAN BAISIJIE TECH CO LTD
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Patent Information

Application Number
CN202610478472.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-04-13
Publication Date
2026-06-19

AI Technical Summary

Technical Problem

Existing technologies lack a label change recording mechanism in the management of multi-source heterogeneous industrial data labels, which makes it difficult to understand and reconstruct the semantics of labels, resulting in frequent label conflicts, difficulties in data traceability, and a lack of a unified governance mechanism across systems, thus hindering model building and data asset management.

Method used

By constructing a graph of tag inheritance chain structure, capturing tag change events, performing cluster analysis to generate conflict reports, and providing renaming and conflict handling suggestions based on a preset rule base, the system achieves full lifecycle management and semantic consistency of tags.

Benefits of technology

It achieves traceability and interpretability of tags, reduces the workload of manual sorting, improves the management efficiency and accuracy of data assets, supports data sharing and collaborative modeling, and enhances the systematicness and accuracy of data governance.

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Abstract

The invention provides a conflict identification management method and device for a multi-source heterogeneous industrial data label, and the method comprises the steps: obtaining label change event information of an industrial data flow, and converting the label change event information into a structured label change event object; based on the label change event object, constructing a label atlas in an inheritance chain structure form; clustering the label atlases to generate a label conflict report; generating a renaming label and a conflict processing suggestion for the label with the conflict, or receiving an input custom name to change the label with the conflict in the label conflict report so as to generate the renaming label, generating the conflict processing suggestion, and sending the renaming label and the conflict processing suggestion to a target user terminal for auditing; and displaying the label change path and the label information of the target label in the renamed label. According to the method, the problems of obvious insufficiency in the aspects of life cycle management, semantic consistency guarantee and cross-system traceability of industrial data tags in the prior art can be solved.
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