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Bank intelligent equipment checking method and device

A technology of intelligent equipment and inspection methods, applied in the fields of instruments, finance, character and pattern recognition, etc., can solve the problems of low inspection efficiency, time-consuming and laborious inspection of bank intelligent equipment, and failure to notify inspectors in time, so as to improve efficiency and save manpower. The effect of material resources and improving accuracy

Pending Publication Date: 2021-11-19
BANK OF CHINA
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] At present, many inspection items need to be completed manually, which makes the inspection of bank smart devices quite time-consuming and laborious, and when the bank smart devices suddenly appear abnormal, it is impossible to notify the inspectors to deal with them on the spot in time
[0005] In addition, the inspection of bank smart equipment is generally carried out by bank staff on duty or outsourced company personnel, who record the inspection results through manual inspection registers. The inspection efficiency is low, and it is difficult to ensure the inspection of bank smart equipment through rules and regulations and manual handover accuracy rate

Method used

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  • Bank intelligent equipment checking method and device
  • Bank intelligent equipment checking method and device
  • Bank intelligent equipment checking method and device

Examples

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example

[0063] As an example, the isolation forest model can be established as follows:

[0064] 1. Randomly select Ψ point sample points from the training set as sub-samples, and put them into the root node of the tree;

[0065] 2. Randomly specify a dimension, and randomly generate a cutting point p in the current node data. The above cutting point p is generated between the maximum and minimum values ​​of the specified dimension in the current node data;

[0066] 3. Generate a hyperplane from the above cutting point p, divide the current node data space into two subspaces, namely the left child and right child of the current node, and put the data in the specified dimension smaller than the cutting point p in the left child of the current node , put the data greater than or equal to the cutting point p in the specified dimension in the right child of the current node;

[0067] 4. Repeat step B and step C to continuously construct new child nodes until the data itself cannot be div...

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Abstract

The invention discloses a bank intelligent equipment checking method and device, and relates to the technical field of artificial intelligence. The method comprises the following steps: obtaining performance feature data of a plurality of pieces of to-be-checked bank intelligent equipment, wherein the performance feature data is used for describing business handling performance of the bank intelligent equipment; on the basis of the performance feature data, traversing each random binary tree in an isolated forest model to which the bank intelligent equipment belongs by each piece of intelligent equipment, and determining position data of the bank intelligent equipment on each random binary tree; determining an abnormal value score of the bank intelligent equipment according to the position data of the bank intelligent equipment on each random binary tree; and according to the abnormal value score of the bank intelligent equipment, determining whether a check of the bank intelligent equipment is passed or not. According to the invention, the efficiency and accuracy of bank intelligent equipment checking can be improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a method and device for checking intelligent bank equipment. Background technique [0002] This section is intended to provide a background or context to embodiments of the invention that are recited in the claims. The descriptions herein are not admitted to be prior art by inclusion in this section. [0003] The inspection of bank smart devices is an important part of the bank's operation and management of outlets. The purpose is to ensure the normal operation of bank smart devices, troubleshoot device failures in a timely manner, and prevent users from making mistakes in operating bank smart devices, thereby improving user experience. [0004] At present, many inspection items need to be completed manually, which makes the inspection of bank smart devices quite time-consuming and laborious, and when the bank smart devices suddenly appear abnormal, it is impossi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/00G06Q10/06G06Q40/02G06K9/62
CPCG06Q10/20G06Q10/06393G06Q40/02G06F18/24323G06F18/214
Inventor 党娜刘洋李昊
Owner BANK OF CHINA
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