Research on the Application of Data Warehouse in Education Evaluation System

As an efficient data management and analysis technology, the data warehouse realizes centralized storage and management of data by integrating data scattered in educational institutions. It can dig out the laws and trends hidden behind the data and provide more accurate and comprehensive data support for educational evaluation. In the educational evaluation system, the application of data warehouses is embodied in data integration and management, multidimensional evaluation, personalized learning support, and educational decision optimization. Through a multidimensional evaluation model, the school can comprehensively evaluate students' academic performance and comprehensive quality and provide strong support for personalized teaching. Data warehouses can also record and analyze students' learning trajectory and provide customized learning materials and exercises for each student, which significantly improves learning efficiency.

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Publication Details

Journal
International Journal of Cognitive Informatics and Natural Intelligence
Published
2025-05-22
DOI
https://doi.org/10.4018/ijcini.377804
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
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article

Research on the Application of Data Warehouse in Education Evaluation System

Ying Lv
International Journal of Cognitive Informatics and Natural Intelligence
Big Data and Business Intelligence
article

Research on the Application of Data Warehouse in Education Evaluation System

Ying Lv
article en

Abstract

As an efficient data management and analysis technology, the data warehouse realizes centralized storage and management of data by integrating data scattered in educational institutions. It can dig out the laws and trends hidden behind the data and provide more accurate and comprehensive data support for educational evaluation. In the educational evaluation system, the application of data warehouses is embodied in data integration and management, multidimensional evaluation, personalized learning support, and educational decision optimization. Through a multidimensional evaluation model, the school can comprehensively evaluate students' academic performance and comprehensive quality and provide strong support for personalized teaching. Data warehouses can also record and analyze students' learning trajectory and provide customized learning materials and exercises for each student, which significantly improves learning efficiency.

International Journal of Cognitive Informatics and Natural IntelligenceVol. 19(1)
Henan University of Economic and Law (CN)
Openalex Percentile: Top 81%
Big Data and Business Intelligence
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