원문정보
Development of Active Data Mining Component for Web Database Applications
초록
영어
The distinguished prosperity of information technologies from great progress of e-business during the last decade has unavoidably made software development for active data mining to discovery hidden predictive information regarding business trends and behavior from vary large databases. Therefore this paper develops an active mining object(ADMO) component, which provides real-time predictive information from web databases. The ADMO component is to extended ADO(ActiveX Data Object) component to active data mining component based on COM(Component Object Model) for application program interface(API). ADMO component development made use of window script component(WSC) based on XML(eXtensible Markup Language). For the purpose of investigating the application environments and the practical schemes of the ADMO component, experiments for diverse practical applications were performed in this paper. As a result, ADMO component confirmed that it could effectively extract the analytic information of classification and aggregation from vary large databases for Web services.
목차
1. 서론
2. 이론적 배경
2.1 데이터마이닝 도구 비교분석
2.2 컴포넌트 객체 모델 분석
3. ADMO 컴포넌트 설계
3.1 ADMO 클래스 설계
3.2 ADMO 프로세스 설계
3.3 ADMO 데이터접근 경로
4. ADMO 컴포넌트 구현
4.1 액티브데이터마이닝 구조
4.2 ADMO 컴포넌트 모듈
5. ADMO 컴포넌트 응용
5.1 ADMO 컴포넌트 응용 환경
5.2 응용사례
6. 결론 및 향후 연구
참고문헌