지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2013.10
- 수록면
- 400 - 405 (6page)
이용수
초록· 키워드
오류제보하기
The purpose of this study is to develop a composite platform for knowledge extractions, visualizations, and inference. Generally, the big data sets were frequently used in the healthcare and medical area. To help the knowledge managers/users working in the field, this study is focused on knowledge management (KM) based onData Mining (DM), Knowledge Distribution Map (KDM), Decision Tree (DT), RDBMS, and SQL-inference. The proposed mechanism is composed of five key processes. Firstly, in Knowledge Parsing, it extractslogical rules from a big data set by using DM technology. Then it transforms the rules into RDB tables. Secondly, through Knowledge Maintenance, it refinesand manages the knowledge to be ready for the computing of knowledge distributions. Thirdly, in Knowledge Distribution process, we can see the knowledge distributions by using theDT mechanism.Fourthly, in Knowledge Hierarchy, the platform shows the hierarchy of the knowledge. Finally, inInference, it deduce the conclusions by using the given facts and data.This approach presents the advantages of diversity in knowledge representations and inference to improve the quality of computer-based medical diagnosis.
목차
Abstract
1. Introduction
2. Research background
3. Methodology
4. Implementation and application
5. Conclusion
References
참고문헌 (22)
참고문헌 신청
1. [학술지(정기간행물)] - JinSungKim / 2003 / RDB-based Automatic Knowledge Acquisition and Forward Inference Mechanism for Self-Evolving Expert Systems / 한국지능시스템학회 논문지 13 (6) : 743 ~ 748
2. [학술대회논문] - J.S. Kim / 2003 / Development of Expert Systems using Automatic Knowledge Acquisition and Composite Knowledge Expression Mechanism / Proceedings of the 4th International Symposium on Advanced Intelligent Systems (ISIS) : 447 ~ 450
3. [학술대회논문] - J. S. Kim / 2013 / A construction of knowledge distribution map based on data mining and RDBMS methodologies / Proceedings of the KIIS Spring Conference : 189 ~ 190
4. [학술지(정기간행물)] - S. Liao / 2003 / Knowledge management technologies and applications – literature review from 1995 to 2002 / Expert Systems with Applications 25 (2) : 155 ~ 164
5. [학술지(정기간행물)] - 이경미 / 2011 / 속성값 이산화 및 부정값 허용을 하는 의사결정트리 기반의 유전자발현 데이터의 마커 후보 식별 / 한국지능시스템학회 논문지 21 (5) : 575 ~ 580
2. [학술대회논문] - J.S. Kim / 2003 / Development of Expert Systems using Automatic Knowledge Acquisition and Composite Knowledge Expression Mechanism / Proceedings of the 4th International Symposium on Advanced Intelligent Systems (ISIS) : 447 ~ 450
3. [학술대회논문] - J. S. Kim / 2013 / A construction of knowledge distribution map based on data mining and RDBMS methodologies / Proceedings of the KIIS Spring Conference : 189 ~ 190
4. [학술지(정기간행물)] - S. Liao / 2003 / Knowledge management technologies and applications – literature review from 1995 to 2002 / Expert Systems with Applications 25 (2) : 155 ~ 164
5. [학술지(정기간행물)] - 이경미 / 2011 / 속성값 이산화 및 부정값 허용을 하는 의사결정트리 기반의 유전자발현 데이터의 마커 후보 식별 / 한국지능시스템학회 논문지 21 (5) : 575 ~ 580
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