Design and Implementation of Student Comprehensive Assessment System

With the continuous deepening of educational informatization, student comprehensive assessment has become increasingly important as a core link in evaluating academic achievements and promoting the improvement of teaching quality. However, some schools still lack sufficient educational informatization and rely on Excel spreadsheets to analyze students comprehensive assessment data, resulting in low work efficiency. This paper proposes a student comprehensive assessment system based on the Django framework, which deeply investigates the functional requirements of existing student comprehensive assessments and designs corresponding functional modules such as honor declaration, moral education evaluation, academic performance inquiry, dormitory performance accounting, and comprehensive performance inquiry. Based on the different weights of the entered data, the system can quickly calculate the comprehensive assessment scores for each student. The system also integrates a large language model from Qianfan, developing an intelligent question assistant to deeply learn the school's policy knowledge base to answer questions encountered by teachers and students in their learning and daily lives. The deployment and implementation of the system have verified the accuracy of the student comprehensive assessment results, improved the level of educational informatization management in student work, and promoted the development of the student comprehensive assessment system.

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Publication Details

Published
2024-12-15
DOI
https://doi.org/10.1109/icot64290.2024.10936942
Primary Topic
Educational Technology and Assessment
Type
article
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article

Design and Implementation of Student Comprehensive Assessment System

Shih-Pang Tseng, Jiaxiang Cai, Meifang Xu, Zhongjie Liu et al.
Educational Technology and Assessment
article

Design and Implementation of Student Comprehensive Assessment System

Shih-Pang Tseng, Jiaxiang Cai, Meifang Xu, Zhongjie Liu, Dawei Tao
article en

Abstract

With the continuous deepening of educational informatization, student comprehensive assessment has become increasingly important as a core link in evaluating academic achievements and promoting the improvement of teaching quality. However, some schools still lack sufficient educational informatization and rely on Excel spreadsheets to analyze students comprehensive assessment data, resulting in low work efficiency. This paper proposes a student comprehensive assessment system based on the Django framework, which deeply investigates the functional requirements of existing student comprehensive assessments and designs corresponding functional modules such as honor declaration, moral education evaluation, academic performance inquiry, dormitory performance accounting, and comprehensive performance inquiry. Based on the different weights of the entered data, the system can quickly calculate the comprehensive assessment scores for each student. The system also integrates a large language model from Qianfan, developing an intelligent question assistant to deeply learn the school's policy knowledge base to answer questions encountered by teachers and students in their learning and daily lives. The deployment and implementation of the system have verified the accuracy of the student comprehensive assessment results, improved the level of educational informatization management in student work, and promoted the development of the student comprehensive assessment system.

Changzhou Institute of Technology (CN)
Openalex Percentile: Top 54%
Educational Technology and Assessment
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