데이터 마이닝을 이용한 대변과 약물간의 연관성 분석 -방약합편을 중심으로-
A study of relationship between excrement and materia medica in Bangyakhappyeon based on the data mining analysis
0
조회
0
다운로드
8
인용
0
참고문헌
키워드
초록
Purpose Nowadays excrement-related disease that repeats constipation and diarrhea is on the increase due to the change of dietary and lack of exercise, etc. We analyzed Bangyakhappyeon in order to find out the materia medica which is used for the excrement patterns. Methods The database used in present thesisis consist of disease pattern, nature of medicinals and materia medica from Bangyakhappyeon was constructed. We analyzed the nature of medicinals of excrement patterns(or symptom)by frequency analysis and network analysis, and also searched main materia medica of excrement patterns(or symptom) by frequency analysis and rule mining. Results We analyzed the nature of medicinals of excrement patterns(or symptom) in Bangyakhappyeon. And we researched the high frequency materia medica, high specificity materia medica and high frequent paired-drugs as main materia medica of excrement patterns(or symptom). Conclusion This study found the information about frequency relationship between excrement patterns(or symptoms) and materia medica.
Abstract
Purpose Nowadays excrement-related disease that repeats constipation and diarrhea is on the increase due to the change of dietary and lack of exercise, etc. We analyzed Bangyakhappyeon in order to find out the materia medica which is used for the excrement patterns. Methods The database used in present thesisis consist of disease pattern, nature of medicinals and materia medica from Bangyakhappyeon was constructed. We analyzed the nature of medicinals of excrement patterns(or symptom)by frequency analysis and network analysis, and also searched main materia medica of excrement patterns(or symptom) by frequency analysis and rule mining. Results We analyzed the nature of medicinals of excrement patterns(or symptom) in Bangyakhappyeon. And we researched the high frequency materia medica, high specificity materia medica and high frequent paired-drugs as main materia medica of excrement patterns(or symptom). Conclusion This study found the information about frequency relationship between excrement patterns(or symptoms) and materia medica.
참고문헌 (15)
- 韓醫學分野 專門情報 DB 構築에 관한 硏究, "전병권", 한국과학기술정보연구원, 1~188 (2003)
- 한종현, "한의학 문헌정보의 전자도서관 구축", 대한한의학방제학회지, 7, pp.153~165 (1999)
- 이현실, "합성 온톨로지 기반의 한의학 처방 지식 관리 시스템", pp.1~186 (2006), 한국학술정보(주)
- 문경실, "맞춤형 진단 서비스를 위한 한의학 온톨로지", 한국컴퓨터정보학회논문지, 15(1), pp.23~30 (2010), 한국컴퓨터정보학회
- 김희열, "상한론 온톨로지 구축 방법론 연구", 박사, 한의학과, pp.2011
- 홍대기, "네트워크 모델을 통한 傷寒論 구조분석 연구 -太陽病 症狀-處方을 중심으로-", 대한한의학회지, 32(1), pp.56~66 (2011), 대한한의학회
- Yi Feng, "Knowledge discovery in Chinese traditional medicine: State of the art and perspectives", Artificial Intelligence in Medicine, 38, pp.219~236 (2006)
- Wu ZH, "Text mining for finding. functional community of related genes using TCM knowledge, In Proceedings of the 8th European conference on principles and practice of knowledge discovery in databases", pp.459~470 (2004), Springer-Verlag
- Jiang Yougguang, "Experiment on Data Mining in Compatibility Law of Spleen-stomach Prescriptions in TCM", World Science and Technology Modernization of Traditional Chinese Medicine and Materia Medica, 5, pp.33~35 (2005)
- 양동훈, "데이터마이닝을 이용한 방약합편의 병증 및 약물간 연관성 분석", 박사, 한의학과, pp.2011
- 申裁鏞, "方藥合編解說", pp.3~5 (1988), 成輔社
- Kirt Thearling, "Increasing customer value by integrating data mining with campaign management software", Exchange Applications Inc. Direct Marketing Magazine, ~ (1999)
- Srikant R., "Mining Sequential Patterns: Generations and Performance Improvements", Proc. of EDBT, Avignon (1996)
- 박종수, "An Effective Hash-based Algorithm for Mining Association Rules", International Conference on Management of Data, pp.175~186 (1995), ACM SIGMOD
- Pei J., "CLOSET: An efficient algorithm for mining frequent closed itemsets", Proc, ACM-SIGMOD Int. Workshop Data Mining and Knowledge Discovery, pp.11~20 (2000)
