计算机工程 ›› 2007, Vol. 33 ›› Issue (01): 262-264.doi: 10.3969/j.issn.1000-3428.2007.01.091

• 开发研究与设计技术 • 上一篇    下一篇

智能教学分析系统的设计与研究

潘雄飞,龚沛曾   

  1. (同济大学计算机科学与工程系,上海 200092)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2007-01-05 发布日期:2007-01-05

Design and Research of Intelligent Teaching & Study Analysis System

PAN Xiongfei, GONG Peizeng   

  1. (Dept. of Computer Science and Engineering, Tongji University, Shanghai 200092)
  • Received:1900-01-01 Revised:1900-01-01 Online:2007-01-05 Published:2007-01-05

摘要: 把数据仓库和数据挖掘相关技术应用于教学领域,架构了一个基于Web的含教学、考试、分析于一体的智能教学分析系统。该系统通过对学生学习历史数据的分析处理,对学生的学习模式、老师与学生的教与学关联规则等进行挖掘,从而达到改善教师教学质量,提高学生学习效率的目的。

关键词: 数据挖掘, 数据仓库, 联机分析处理, 智能教学分析系统

Abstract: Some technologies about data warehouse & data mining are introduced into education, and an intelligent teaching & study analysis system based on Web, integrated with study, teaching, test and analysis is given. By learning the history data, this system can mine the study pattern of students and the association rules between teaching and study, in order to help the teachers and the students to enhance their efficiency.

Key words: Data mining, Data warehouse, OLAP, Intelligent teaching & study analysis system