運用基因演算法發展案例推理為基礎之良導絡知識管理系統

Applying Genetic Algorithms to Implement Ryodoraku Meridian Knowledge Management on the Basis of Case-Based Reasoning Approach

林忠頴(Zhong-Ying Lin)

指導教授 ： 王淑玲

國立臺中科技大學/資訊學群/資訊科技與應用研究所/碩士(2009年)

https://doi.org/10.6826/NUTC.2009.00066

摘要

現代人生活水準雖有提升，但文明病依然層出不窮，因此預防醫學越來越受到重視；而中國醫學除了治病之外，在養生保健，疾病預防上都越來越受重視。 因此運用良導絡理論與中醫經絡學說所發展的檢測儀，可作為日常健康檢測或中醫診療臨床檢測之輔助用途，透過有系統地檢測與搜集人體各個經絡部位之量測值，可進一步運用於個人健康防護或中醫臨床診斷之知識獲取。 由於傳統的良導絡理論系統所量測而得的資料，都只著重在單次測量資料的記錄，較缺乏針對個人化之測量結果之歷程管理與分析。因此本研究應用了知識管理的觀念為基礎來獲取每次測量的案例知識，並且藉著運用基因演算法(GA)結合K-means演算法、案例推理法(CBR)來獲取、分類並組織案例知識，建立案例知識庫，進而建置以網路為基礎的良導絡經絡知識管理系統，一方面可支持個人化健康防護管理，另一方面則可提供中醫臨床醫療診斷的經驗知識管理之輔助。

關鍵字

基因分群演算法(GKA) ； 案例推理法(CBR) ； 知識管理(KM) ； 電子化健康照護(e-Healthcare) ； 良導絡(Ryodoraku)

並列摘要

Although the modern standard of living has improved, but the diseases of civilization is still emerging in an endless stream, so more and more attention to preventive medicine. Therefore, the traditional Chinese medicine in addition to medical treatment, in healthcare and disease prevention are important in the future.
However, the apply of Ryodoraku theory and Chinese medicine theory of meridians to develop detectors, which can be used as day-to-day health testing or the auxiliary purposes of clinical testing in Chinese medicine diagnosis and treatment. Through the collection and detection of the body's meridians can be used to further protection of personal health or knowledge acquisition of traditional Chinese medicine for clinical diagnosis.
As the measurement data of traditional Ryodoraku theory systems, only focus on a single record of measurements over the lack of the process management and analysis of individual measurements. Therefore this study has obtained the useful case knowledge of each measurement based on the application of the concept of knowledge management, and has applied the genetic algorithms (GA) combined with K-means algorithm and Case-Based Reasoning (CBR) to obtain, classify and organize case knowledge. Furthermore, this study has acquired a lots of case knowledge to build up the knowledge base. Finally, we have implemented a Ryodoraku Meridian Knowledge Management System, for supporting the management of personal health protection. The system also can provide the assisting of experience knowledge management of clinical medical diagnosis in the traditional Chinese medicine.

並列關鍵字

Genetic K-means Algorithms (GKA) ； Case-Based Reasoning (CBR) ； Knowledge Management (KM) ； e-Healthcare ； Ryodoraku

參考文獻

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