构建和完善面向 "互联网+"的职业教育教学体系

IF 1.5 Q2 EDUCATION & EDUCATIONAL RESEARCH International Journal of Information and Communication Technology Education Pub Date : 2024-02-14 DOI:10.4018/ijicte.337897
Yan Zhang
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引用次数: 0

摘要

在信息化飞速发展的今天,人们将越来越多地利用网络教学方式进行学习,以提高自身素质。本文从 "互联网+"背景下数据挖掘的概念、分类、基本过程、任务、方法等基础理论入手,分析了数据挖掘应用中必须考虑的问题。其次,研究了 Apriori 算法,建立了 FP-Tree 流程图,并以多个数据库为数据源构建了 "互联网+"职业教育教学系统模型。最后,对教学系统的结果进行了分析和验证,模型分析表明,系统的最小置信度提升为 0.65,最小支持度达到 0.03。基于关联规则 Apriori 算法的数据库可维护性良好,数据录入可以顺利完成,更新、删除和修改也可以顺利完成。
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Construction and Improvement of a Vocational Education and Teaching System Oriented to “Internet+”
Given the current rapid development of informatization, people will increasingly use online teaching methods to learn for their quality improvement. Starting from the fundamental theories, such as the concept, classification, basic process, task, and method of data mining under the background of Internet Plus, this article analyzes the problems that must be considered in data mining application. Secondly, the Apriori algorithm is studied, the FP-Tree flow chart is established, and the Internet Plus vocational education teaching system model is constructed using multiple databases as data sources. Finally, the results of the teaching system are analyzed and verified, with the model analysis showing that the minimum confidence boost of the system is 0.65, and the minimum support reaches 0.03. The maintainability of the database based on the association rules Apriori algorithm is good; the data entry can be completed smoothly, and the update, deletion, and modification can also be completed smoothly.
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来源期刊
CiteScore
4.20
自引率
10.00%
发文量
26
期刊介绍: IJICTE publishes contributions from all disciplines of information technology education. In particular, the journal supports multidisciplinary research in the following areas: •Acceptable use policies and fair use laws •Administrative applications of information technology education •Corporate information technology training •Data-driven decision making and strategic technology planning •Educational/ training software evaluation •Effective planning, marketing, management and leadership of technology education •Impact of technology in society and related equity issues
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