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模糊知識本體於智慧型知識管理系統之研究

顏志榮; Yan, Zhi-rong 李健興; Chang-Shing Lee; 資訊工程學系碩士班 2009

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  • 題名:
    模糊知識本體於智慧型知識管理系統之研究
  • 著者: 顏志榮; Yan, Zhi-rong
  • 李健興; Chang-Shing Lee; 資訊工程學系碩士班
  • 主題: 模糊知識本體; 專案規劃; 知識管理; 圍棋; 新興科技學術委員會; Knowledge Management; Project Planning; Fuzzy Ontology; FML; Fuzzy Inference
  • 描述: 近年來由於網際網路逐漸普及化，而許多如網頁及電子郵件等非結構化資訊也逐漸增加，因而對這些非結構化資訊進行人工分類、管理及處理也逐漸困難。本論文提出一個基於模糊知識本體於智慧型知識管理系統的概念，並將其應用到電腦圍棋賽局知識庫、IEEE計算智慧學會(Computational Intelligence Society, CIS)新興科技學術委員會(Emergent Technologies Technical Committee, ETTC)會員知識庫及能力成熟整合模式(Capability Maturity Model Integration, CMMI)之專案規劃(Project Planning, PP)流程領域，以表達不同領域的資訊。除此之外，本論文亦使用模糊標記語言(Fuzzy Markup Language, FML)來描述電腦圍棋賽局知識庫與ETTC會員資料知識庫，並實作一管理系統以將知識做有效的管理。在專案規劃方面，本論文提出專案規劃代理人，基於事先建立之專案規劃知識本體，此代理人可透過專案規劃機制建立及發展相關專案訊息，並透過模糊推論，進而推論專案預算及專案風險。由本論文實驗結果可知，所提出之方法可有效應用至專案規劃流程領域。
    Owning to the popularity of the Internet, some unstructured information such as webpage and email is increasingly growing, which causes that it is becoming more and more difficult to classify, manage, and deal with such kind of the unstructured information than before. Therefore, based on the fuzzy ontology, a concept of the intelligent management system is proposed in this thesis and applied to the computer Go game knowledge base, IEEE CIS (Computational Intelligence Society) ETTC (Emergent Technologies Technical Committee) Member knowledge base, and the Project Planning (PP) process area of the CMMI (Capability Maturity Model Integration, CMMI) to express the information in different domains. Additionally, an FML (Fuzzy Markup Language) is also used to describe the computer Go game knowledge base and IEEE CIS ETTC member knowledge base. The management system is implemented to effectively manage the related knowledge. Moreover, in this thesis, based on the pre-defined project planning ontology, a project planning agent is also proposed to establish and develop a project, and further infer the project budget and the project risk through the fuzzy inference. From the experimental results, the proposed approach is feasible to apply to the project planning.
    碩士
  • 建立日期: 2009
  • 格式: 121 bytes
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  • 語言: 中文
  • 識別號: http://nutnr.lib.nutn.edu.tw/handle/987654321/2856
  • 資源來源: NUTN IR
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