Earticle

초록

영어

Today, people use various kinds of information technology applications to deal with applications in our daily life, which generates lots of information. However,most of the informationis just stored in many Distributed Heterogeneous Databases (DHDs) as log records, instead of being used abundantly and effectively. In this paper, we mainly discusses about how to use these data in useful ways by Data Mining (DM). Relative to thetraditional Data Mining based on Data Warehouse (WD),we propose a definition named Application Data Pool (ADP)replacing WD in this paper. And we design a KnowledgeDiscovery in Databases (KDD) model with ADP to use these data more efficiently. At last we use an application in Shanghai University ID Card designed with the ADP to prove the effectiveness and feasibility in KDD.

목차

Abstract
 1. Introduction
 2. Application Data Pool
  2.1. Data Importing Controller
  2.2. Data Removing Controller
  2.3. Capacity Balance Controller
  2.4. Structure of ADP
 3. KDD Model with ADP
 4. Application Examples
  4.1. Finding out the Students who have Potential to get Scholarship
  4.2. Finding out the Students who may be Absent
  4.3. Analysis of the StudentHealth
 5. Conclusions
 Acknowledgement
 References

키워드

저자

• Minjie Bian [ School of Computer Engineering and Science Shanghai University ]
• Jue Gao [ School of Computer Engineering and Science Shanghai University ]
• JiePin Xu [ Shanghai Shang Da Hai Run Information System Co., Ltd ]
• Honghao Gao [ Computing Center, Shanghai University 200444 Shanghai, P.R. China ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of u- and e- Service, Science and Technology

• 간기

  격월간

• pISSN

  2005-4246

• 수록기간

  2008~2016

• 십진분류

  KDC 505 DDC 605