Data analysis method, apparatus, storage medium, and electronic device

A technology of data analysis and target equipment, which is applied in the computer field, can solve the problems of lack of effective use of a large amount of data and the limited amount of information to be mined, and achieve the effect of automatic evaluation

Inactive Publication Date: 2019-01-25
NEUSOFT CORP
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  • Summary
  • Abstract
  • Description
  • Claims
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Problems solved by technology

It can be seen that the existing data analysis methods are relatively simple, lack of effective use of large amounts of data, and the amount of information mined is limited.

Method used

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  • Data analysis method, apparatus, storage medium, and electronic device
  • Data analysis method, apparatus, storage medium, and electronic device
  • Data analysis method, apparatus, storage medium, and electronic device

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Embodiment Construction

[0053] Specific embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present disclosure, and are not intended to limit the present disclosure.

[0054] figure 1 is a flow chart of a data analysis method shown according to an exemplary embodiment, such as figure 1 As shown, the data analysis method can be applied to electronic equipment, including the following steps.

[0055] Step S11: Input the historical operating data of the target device and the data category to which each historical operating data belongs to the dictionary learning model for training to obtain a dictionary and a classifier.

[0056] Step S12: collecting operating data of the target device.

[0057] Step S13: Calculate the sparse representation of the operating data according to the operating data and the dictionary.

[0058] ...

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Abstract

The present disclosure relates to a data analysis method, an apparatus, a storage medium, and an electronic device capable of automatically evaluating a state of a device based on an analysis of historical operational data. The method comprises the following steps: inputting the historical operation data of the target equipment and the data categories to which each historical operation data belongs into a dictionary learning model for training to obtain a dictionary and a classifier; collecting operation data of the target device; calculating a sparse representation of the operation data according to the operation data and the dictionary; based on the sparse representation and the classifier, determining a data class of the operation data to evaluate an operation state of the target device.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular, to a data analysis method, device, storage medium and electronic equipment. Background technique [0002] In the field of IT operation and maintenance monitoring, it is often necessary to monitor a large amount of operating data. Data analysis of these large amounts of operating data can extract useful information and form conclusions, which is conducive to detailed research and summary of data. For example, in order to evaluate the operation status of the equipment, the operation data of the equipment in the historical operation process can be analyzed, and so on. [0003] At present, data can be analyzed by calculating the mean value, equation, standard deviation, etc. of a large amount of data. It can be seen that the existing data analysis methods are relatively simple, lack of effective use of large amounts of data, and the amount of information mined is limite...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62
CPCG06F18/2136G06F18/241
Inventor 许志浩
Owner NEUSOFT CORP
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