摘要
阐述在当前大数据时代的背景下,高校数字化校园建设如何利用大数据的思想和技术,解决数据质量、数据挖掘利用等问题.大数据技术手段能够促进高校建立完善的数据采集体系、规范数据质量管理、做好数据安全和隐私保护等工作;对高校中的大数据进行深入挖掘和分析,为学校管理决策提供支持,为学校教学、科研工作的改进提供有效依据,提高校园用户信息化服务的服务体验.
The Big Data has been one of the most interesting subjects during the last decade.This paper presents several thoughts on how to improve data quality and data mining efficiency when merging Big Data technology into the Digital Campus.By implementing Big Data technology,the universities would be able to establish an improved data collection system,normalize data quality management and achieve higher data security and privacy protection level.Further,this paper also makes some analysis on the advantages of utilizing Big Data technology on the massive campus data.Such advantages include decision support,optimizing teach/research management and promoting user experience in campus in information services et al.
出处
《华东师范大学学报(自然科学版)》
CAS
CSCD
北大核心
2015年第B03期104-110,共7页
Journal of East China Normal University(Natural Science)
基金
东南大学人文社科创新基金项目
关键词
大数据
数字化校园
数据质量
决策支撑
信息安全
Big Data
digital campus
data quality
decision support
information security