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基于大数据的高校教学数据智能处理平台设计

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为实现数据与业务的有效分离,保证数据信息识别结果的精确度,满足用户快速读取和调用数据的需求,应用大数据技术技术,设计了一款新型、先进的高校教学数据智能处理平台.首先,根据系统功能需求,从系统设计思想、系统架构设计、系统数据库设计3个方面入手,完成系统总体设计;其次,分别设计用户登录、ETL管理、数据智能处理、数据特征识别等模块,保证系统功能的实现效果.结果表明,在大数据技术的应用背景下,该系统具有操作简单、安全可靠、易维护、易拓展等特点,完全满足高校教学数据处理需求,达到了预期设计目标.
Design of Intelligent Processing Platform for University Teaching Data Based on Big Data
In order to achieve effective separation of data and business,ensure the accuracy of data information recognition results,and meet the needs of users to quickly read and call data,this paper applies big data technology to design a new and advanced intelligent processing platform for university teaching data.Firstly,based on the system functional requirements,the overall system design is completed from three aspects:System design philosophy,system architecture design,and system database design.Secondly,modules such as user login,ETL management,data intelligent processing,and data feature recognition were designed to ensure the effectiveness of system functionality implementation.The results indicate that under the application background of big data technology,the system has the characteristics of simple operation,safety and reliability,easy maintenance,and easy expansion,fully meeting the needs of teaching data processing in universities and achieving the expected design goals.

big datauniversity teachingdata intelligent processing platform

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湛江幼儿师范专科学校,广东湛江 524308

大数据 高校教学 数据智能处理平台

广东省教育科学规划课题研究项目(十三五)(2020)

2020GXJK320

2024

自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
年,卷(期):2024.65(5)
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