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Tree model construction method and device, equipment and storage medium

A construction method and tree model technology, applied in character and pattern recognition, digital transmission systems, instruments, etc., can solve problems such as heavy workload and large resource consumption

Pending Publication Date: 2021-12-24
ZTE CORP
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Common knowledge map update methods are comprehensive update or incremental update, but the comprehensive update method consumes a lot of resources, and the incremental update method requires semi-automated and semi-manual intervention, and the workload is relatively large

Method used

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  • Tree model construction method and device, equipment and storage medium
  • Tree model construction method and device, equipment and storage medium
  • Tree model construction method and device, equipment and storage medium

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Embodiment Construction

[0030] In order to make the purpose, technical solution and advantages of the application clearer, the embodiments of the application will be described in detail below in conjunction with the accompanying drawings. It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined arbitrarily with each other.

[0031] In addition, in the embodiments of the present application, words such as "optionally" or "exemplarily" are used as examples, illustrations or illustrations. Any embodiment or design solution described as "optional" or "exemplary" in the embodiments of the present application shall not be interpreted as being more preferred or more advantageous than other embodiments or design solutions. Rather, the use of words such as "optionally" or "exemplarily" is intended to present related concepts in a concrete manner.

[0032] In order to facilitate the understanding of the solutions provid...

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Abstract

The invention discloses a tree model construction method and device, equipment and a storage medium, and belongs to the technical field of data analysis and processing. The method comprises the following steps: pre-processing alarm data to obtain a vectorized alarm association relationship set; performing normalization processing on the first feature of each alarm association relationship in the vectorized alarm association relationship set; according to the vectorized alarm association relationship set, the normalized first feature and a classification model obtained by training, determining a label of each alarm data in the set; and constructing a tree model according to the label of each alarm data in the set. In this way, the primary and secondary incidence relation between alarms can be expressed through the tree model, the alarm data are learned and analyzed based on the classification model obtained through training, the corresponding tree model is dynamically generated, and therefore continuous growth of the tree is achieved.

Description

technical field [0001] The present invention relates to the field of data analysis and processing, in particular to a tree model construction method, device, equipment and storage medium. Background technique [0002] In the field of communication, communication devices often generate a large number of alarms, some of which are related, and these related relationships can be determined by topological links, business relationships, professional relationships, and alarm levels. In new network scenarios such as the fifth-generation mobile communication technology (5th-Generation, 5G), its topological relationship and business relationship have also changed. The traditional method of assisting in determining the root cause of alarms based on topological links is not effective. will drop significantly. [0003] The current solution is to express the alarm association relationship in the iterative and updated way of knowledge graph. Common knowledge map update methods are compre...

Claims

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Application Information

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IPC IPC(8): H04L12/24G06K9/62
CPCH04L41/0631G06F18/24323G06F18/214G06F18/15H04L41/0636H04L41/142H04L41/12H04L41/065
Inventor 姜磊申山宏周波杜家强
Owner ZTE CORP
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