真实场景驱动的《数据仓库与数据挖掘》教学方法探索

Applications Oriented Teaching and Learning Approaches for "Data Warehouse & Data Mining" Course

本文以《数据仓库与数据挖掘》课程为载体探索了利用真实场景服务教学活动的方法。根据课程教学目标的核心知识点,规划了课程演示案例、课程实验场景和课程综合设计等环节,并以在校园内运营的物联网化智能售货机网络为背景,把各环节有机地贯穿其中。实践结果表明,在课堂上引入真实运营场景能较好地向学生展示所学知识的应用方法,能极大地激发学生求知的主观能动性,并有利于培养和激发学生的创新能力。

For the course of data warehouse & data mining,this paper explore an approach taking the real scene resources into teaching process.According to the teaching objectives,we elaborately planed the key knowledge,classroom demonstration cases,experiments and comprehensive curriculum design and operations with the real scenario of campus intelligent vending machine network.The results show that the approach taking real operational scenarios into the classroom can accelerate the understanding of the knowledge,students' learning initiative can greatly stimulated,and help to cultivate and stimulate students' innovation ability.