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Data analysis method and device

A data analysis and data technology, applied in the field of artificial intelligence, can solve the problem of low accuracy of student data

Pending Publication Date: 2019-09-17
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] In view of this, the embodiment of the present invention provides a data analysis method and device to solve the problem of low accuracy of manual analysis of middle school student data in the prior art

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Embodiment Construction

[0025] In order to better understand the technical solutions of the present invention, the embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0026] It should be clear that the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0027] Terms used in the embodiments of the present invention are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. As used in the embodiments of the present invention and the appended claims, the singular forms "a", "said" and "the" are also intended to include the plural forms unless the context clearly indicates otherwise.

[0028] It should be understood that the term "an...

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Abstract

The embodiment of the invention provides a data analysis method and device, and relates to the technical field of artificial intelligence, and the method comprises the steps: obtaining multi-dimensional data of a student to be evaluated during school, the multi-dimensional data comprising numerical data and text data; quantifying the multi-dimensional data by using different data analysis tools to obtain scores of a plurality of influence factors; constructing an analysis model, and training the analysis model by utilizing pre-stored influence factors of excellent students; inputting the influence factor of the to-be-evaluated student into the trained analysis model, and obtaining the weak factor of the to-be-evaluated student output by the analysis model, the weak factor being at least one of a plurality of influence factors; calling pre-stored targeted strengthening suggestions corresponding to the weak factors according to the weak factors; generating visual evaluation information based on a plurality of impact factors, weak factors, and targeted reinforcement suggestions. According to the embodiment of the invention, the problem of low accuracy of student data through a manual analysis mode in the prior art can be solved.

Description

[0001] 【Technical field】 [0002] The invention relates to the technical field of artificial intelligence, in particular to a data analysis method and device. [0003] 【Background technique】 [0004] At present, in terms of education management, the school lacks a comprehensive description and evaluation of students. Most of them only focus on learning ability, focus on a single area, and evaluate students' learning ability one-sidedly. It is easy for students to lose confidence, and it is difficult for students to recognize their weaknesses. strengthen your weaknesses. Therefore, it is necessary to collect students' data comprehensively, analyze students' learning abilities in all aspects through data, and help students. Generally, teachers now subjectively analyze students' learning ability according to their performance. This manual analysis method has low accuracy. [0005] 【Content of invention】 [0006] In view of this, an embodiment of the present invention provides a...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q50/20G06F17/27G06F16/26
CPCG06Q10/0639G06Q50/205G06F16/26G06F40/289
Inventor 陈林金戈徐亮
Owner PING AN TECH (SHENZHEN) CO LTD
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