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Analysis method based on student behaviors

An analytical method, a student's technology, applied in complex mathematical operations, instruments, data processing applications, etc., can solve problems such as limited research success, limited experimental samples, and no universal significance, and achieve objective and reliable analytical results. the effect of generalizability, broadness and generalizability of the results of the analysis

Inactive Publication Date: 2020-04-28
UNIV OF ELECTRONICS SCI & TECH OF CHINA
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  • Application Information

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Problems solved by technology

However, most of the existing research results in psychology and pedagogy are based on questionnaires and psychological scales, and in most cases, the experimental samples are very limited, and the results obtained are somewhat subjective.
Therefore, overall, the current research success in this field of research is very limited and not of general significance.

Method used

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  • Analysis method based on student behaviors

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Embodiment Construction

[0023] Based on the five personality theories, the present invention proposes a quantification method for its rigor and achievement, based on the large-scale data of real college students' campus card swiping, through the calculation of the real entropy, and finally realizes the students swiping their cards The cycle and spatio-temporal characteristics of the data, as well as the relationship between students' academic performance and their behavior patterns are represented through a visual view.

[0024] Such as figure 1 Shown the present invention is based on the analytical method of student behavior, comprises:

[0025] A. Make statistics on the various behavioral data of tens of thousands of students in the student group stored in the database who swipe their cards on campus, and classify various behavioral data according to different places where they swipe their cards, including: consumption by swiping their cards in the boiling water room of the teaching building , dor...

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Abstract

The invention relates to an analysis method based on student behaviors, and the method comprises: A, carrying out statistics of various behavior data of students in campus card swiping consumption, carrying out behavior classification according to different card swiping places, and carrying out group classification according to attributes of the students; B, in each group classification, calculating the real entropy of each student according to the same behavior frequency of each student and a time sequence of multiple times of card swiping consumption at the same place, and describing achievement and preciseness of each student through the card swiping frequency and the real entropy of the designated place; and C, representing a relationship curve graph between GPA scores of the studentsin the specified time period and the preciseness and achievement of the GPA scores, and representing a real entropy distribution curve graph of the students at different time nodes in the specified time period through a view. According to the method, the relevance between the scores and the student behaviors is analyzed from the perspective of the student behaviors, the cycle and space-time characteristics of the student card swiping data are displayed, objectivity and reliability are better achieved, and the analysis result has universality and universality.

Description

technical field [0001] The invention relates to an analysis method for data, specifically an analysis method based on student behavior. Background technique [0002] With the advent of the era of big data, traditional data processing, analysis, and display technologies have encountered new challenges. How to help data analysts efficiently analyze and display large-scale data has become one of the challenges in the era of big data. Interactive data visualization analysis techniques are playing an increasingly important role in data analysis, display and exploration. [0003] The link between college students' behavior and grades is a new field of research for the university education industry. The key to personalized education lies in how to understand the relationship between students' academic performance and their behavior patterns in school. However, most of the existing research results in psychology and pedagogy are based on questionnaires and psychological scales, an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/18G06Q10/06G06Q50/20
CPCG06F17/18G06Q10/0639G06Q50/205
Inventor 蒲剑苏张雨薇张婷婷戴海星吴一帆曹奕
Owner UNIV OF ELECTRONICS SCI & TECH OF CHINA
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