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Data processing method, device, electronic equipment and storage medium

A data processing and data technology, applied in the computer field, can solve the problem that the teaching behavior quality evaluation method cannot evaluate the teaching behavior quality, and achieve the effect of reducing subjectivity, increasing reliability, and expanding the scope of application

Pending Publication Date: 2021-04-16
HUAZHONG NORMAL UNIV
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] This application provides a data processing method, device, electronic equipment and storage medium to solve the problem that the existing teaching behavior quality evaluation methods cannot evaluate the teaching behavior quality objectively and accurately

Method used

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  • Data processing method, device, electronic equipment and storage medium
  • Data processing method, device, electronic equipment and storage medium
  • Data processing method, device, electronic equipment and storage medium

Examples

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Embodiment approach

[0032] Among them, because the evaluation value of each feature data is different, different grades are often formed, so it is necessary to determine the preset standard. In one embodiment, the preset standard composed of various decisions is denoted as V={v 1 ,v 2 ,v 3 ,v 4}={good, good, general, poor}. According to the preset standard V, the characteristic data used to characterize the evaluation grade scores of each type of characteristic data is determined to be r i =(r i1 ,r i2 ,r i3 ,r i4 ), where r i1 Indicates the proportion of the feature data judged as "good" relative to the total time, r i2 Indicates the proportion of the characteristic data judged as "better" relative to the total duration, r i3 Indicates the proportion of the time when the characteristic data is judged as "average" relative to the total time, r i4 Indicates the proportion of the time when the characteristic data is judged as "poor" relative to the total time. Among them, the scores of ...

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Abstract

The invention provides a data processing method, a device, electronic equipment and a storage medium. The data processing method specifically comprises the steps of firstly obtaining original audio and video data of teacher teaching; extracting feature data representing teaching behaviors from the original audio and video data, generating a corresponding membership degree matrix according to the feature data, wherein each row in the membership degree matrix is used for representing the proportion score of the feature data corresponding to the row and a preset standard; and finally, based on the membership matrix and a preset weight matrix corresponding to the feature data, obtaining a target matrix used for representing teaching behavior quality. Through the scheme, the teaching behavior quality can be evaluated objectively and accurately, and the problem that an existing teaching behavior quality evaluation method cannot evaluate the teaching behavior quality objectively and accurately is solved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular, to a data processing method, device, electronic equipment, and storage medium. Background technique [0002] Teachers' classroom teaching behavior is an important part of evaluating the quality of teachers' teaching. By fully understanding the quality of teachers' teaching behaviors, high-quality teaching can be guaranteed. At present, the quality of teachers' teaching behavior is obtained by means of student records, teacher test simulation, and teacher observation and supervision. This method cannot objectively and comprehensively evaluate the teacher's teaching effect, and cannot realize the collection, analysis, and recording of teachers' classroom behavior. and evaluation. Contents of the invention [0003] The application provides a data processing method, device, electronic equipment and storage medium to solve the problem that the existing teaching behavi...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06Q10/06G06Q50/20
Inventor 陈增照鲁圆圆何秀玲郑秋雨戴志诚张婧陈荣刘洪吴潇楠
Owner HUAZHONG NORMAL UNIV
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