Data asset directory construction method based on intelligent decision and related equipment thereof

Abstract

The embodiment of the invention belongs to the field of artificial intelligence, and relates to a data asset directory construction method and device based on intelligent decision, computer equipmentand a storage medium. The method comprises the steps of obtaining a classification system tree representing a data asset classification system and a training data table, the training data table beingprovided with classification labels; respectively establishing an initial topic classification model for each father node in the classification system tree, the initial topic classification model being generated by a plurality of initial primary classifier sets; training each initial topic classification model according to the training data table to obtain a data asset classification model corresponding to the classification system tree; obtaining a preset classification mapping dictionary and a data table association dictionary; and classifying the asset data according to the data asset classification model, the classification mapping dictionary and the data table association dictionary to obtain a data asset directory. In addition, the invention also relates to a blockchain technology, and the classification system tree can be stored in the blockchain. According to the invention, the creation efficiency of the data asset directory is improved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular to a method, device, computer equipment, and storage medium for constructing a data asset catalog based on intelligent decision-making. Background technique [0002] Data assets refer to data resources owned or controlled by enterprises or institutions that can generate value, such as customer lists, transaction records, medical information, etc. Data assets can come from big data, which has the characteristics of large data volume, various types, low value density, high timeliness, and always-online. People often need to spend a lot of money to find the data they need from data assets. In order to facilitate the management, search and use of data assets, a data asset catalog can be established to sort out and catalog data assets. [0003] The traditional data asset catalog construction technology usually relies on specialized business personnel and bu...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the embodiment of the present application is to propose a data asset catalog construction method, device, computer equipment, and storage medium based on intelligent decision-making to solve the problem of low efficiency in creating a data asset catalog

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