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Academic guidance method and system based on big data

A big data and academic technology, applied in the field of academic guidance methods and systems based on big data, to achieve the effect of facilitating academic planning

Pending Publication Date: 2022-08-09
GUANGDONG VOCATIONAL & TECHNICAL COLLEGE
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide an academic guidance method and system based on big data to solve one or more technical problems in the prior art, at least provide a beneficial choice or create conditions

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  • Academic guidance method and system based on big data
  • Academic guidance method and system based on big data

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Embodiment Construction

[0032] The following will be combined with the embodiments and attachment to clearly and complete the concept, specific structure and the technical effects generated by this application to fully understand the purpose, plan and effect of this application. It should be noted that in the case of non -conflict, the embodiments and the characteristics in the embodiments in this application can be combined with each other.

[0033] refer to figure 1 ,like figure 1 A big data -based academic guidance method provided for the embodiments of this application, which includes the following steps:

[0034] Step S100, obtain students 'academic related information; Among them, the academic information related information includes students' student status information, historical examination results, attendance information and book borrowing information of various subjects;

[0035] It should be noted that the book borrowing information refers to the results achieved by students in the various di...

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Abstract

The invention relates to the technical field of data processing, in particular to an academic guidance method and system based on big data, and the method comprises the steps: obtaining academic related information of students; performing principal component analysis on the academic related information to obtain an interest label of each subject of the student; constructing an academic performance prediction model, inputting the interest label of each subject of the student into the academic performance prediction model for prediction, and obtaining a predicted academic performance of each subject of the student according to a prediction result; matching the predicted academic performance of each subject of the student according to a preset classification library, and obtaining a recommended academic category of the student according to a matching result; according to the invention, the ability of students can be estimated, and suggestions with a certain reference basis can be given.

Description

Technical field [0001] The invention involves the field of data processing technology, which specifically involves a big data -based academic guidance method and system. Background technique [0002] With the advent of the era of big data, students' demand for personalized chemistry is becoming more and more intense, and colleges and universities have become more urgent and necessary to use"smart campus"platform and big data technology to carry out academic guidance. Academic guidance can effectively stimulate students' learning motivation and in -depth tapping learning potential, and it is also conducive to improving the quality of education and teaching in colleges and universities. [0003] And how to accurately estimate the academic ability of students and give a certain reference for academic guidance suggestions, which has become an urgent problem. Invention content [0004] The purpose of the present invention is to provide a big data -based academic guidance method and s...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/06G06Q50/20G06N3/04G06N3/08
CPCG06Q10/04G06Q10/06G06Q50/205G06N3/08G06N3/045
Inventor 邓文剑邓皓洋
Owner GUANGDONG VOCATIONAL & TECHNICAL COLLEGE