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研究生:張勝凱
研究生(外文):Sheng-Kai Chang
論文名稱:以本體論為基之知識驗證機制研發
論文名稱(外文):Development of an Ontology-based Knowledge Verification Mechanism
指導教授:陳裕民陳裕民引用關係陳育仁陳育仁引用關係
指導教授(外文):Yuh-Min ChenYuh-Jen Chen
學位類別:碩士
校院名稱:國立成功大學
系所名稱:製造工程研究所碩博士班
學門:工程學門
學類:機械工程學類
論文種類:學術論文
論文出版年:2009
畢業學年度:97
語文別:中文
論文頁數:88
中文關鍵詞:知識確認知識驗證知識管理本體論
外文關鍵詞:OntologyKnowledge ValidationKnowledge VerificationKnowledge Management
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虛擬社群(Virtual Community)為企業創造、分享與運用知識最常見的互動管道。近年來,經驗知識擷取與保存之研究已逐漸成為知識管理重要的課題,然而這些研究鮮少顧及因不同來源的知識、每個人表達方式不同以及時間上的累積,造成知識在建構的過程中產生許多邏輯性的錯誤,而導致知識工作者迷失。
本研究主要目的為發展一以本體論為基之知識驗證機制研發,以提升知識的正確性(Accuracy),協助領域專家做出準確之判斷與修正,並利於使用者獲得具品質之知識,進而分享與激發社群成員創造新的知識。針對上述目標,本研究之研究項目包括: (1)設計一經驗知識管理模式,並進行知識驗證之角色定位;(2)以知識驗證角度分析虛擬社群成員之互動過程,並使用物件導向本體論(Object-Oriented Ontology)定義社群經驗知識所產生的差異性以及;(3)發展一經驗知識驗證方法,進行偵測新舊知識因差異性所產生的邏輯錯誤,並藉由領域專家進行確認與修改而得到具品質之知識。
Virtual community is a common interaction environment to create, share and use knowledge in enterprise. In recent years, experience knowledge capture and storage have become important issues in knowledge management. However, these studies seldom considered the fact of the heterogeneous knowledge resources, ambiguity knowledge expression and time accumulation. That causes a lot of logical mistakes during knowledge construction.
This study develops a mechanism for ontology-based knowledge verification to improve the accuracy of knowledge, and assist domain expert to make accurate judgment and revision. It can also help users get knowledge with quality, and then stimulate community members to create new knowledge. To achieve the above-mentioned goal, the tasks performed in this study include: (i) designing the empirical knowledge management model, and then defining the role for knowledge verification; (ii) analyzing the interaction status for community members, and using the Object-Oriented Ontology to define the difference of empirical knowledge and (iii) developing the empirical knowledge verification method to detect logical errors, and confirm and revise with domain expert in order to get the knowledge with quality.
摘要 I
Abstract II
誌謝 III
目錄 IV
表目錄 VI
圖目錄 VII
第一章、緒論 1
1.1研究背景 1
1.2研究動機 1
1.3研究目的 2
1.4問題分析 2
1.5研究項目與方法 3
1.6研究發展程序 5
第二章、文獻探討 6
2.1虛擬社群 6
2.2知識管理與經驗知識 7
2.2.1經驗知識之定義與類型 7
2.2.2經驗知識表達方式 9
2.2.3經驗知識管理之定義與程序 11
2.3本體論 13
2.3.1本體論之定義 13
2.3.2本體論之呈現 14
2.3.3本體論之語言 16
2.4知識驗證 18
2.4.1知識驗證之定義 18
2.4.2知識驗證之方法與工具 19
2.4.3本體論驗證之定義 20
2.4.4本體論驗證之方法 22
第三章、經驗知識驗證模式設計 24
3.1社群經驗知識管理模式設計 24
3.2虛擬社群經驗知識之差異性分析 25
3.3本體論為基之經驗知識驗證模式設計 29
第四章、經驗知識驗證方法發展 31
4.1本體論為基之經驗知識驗證程序 31
4.2概念比對(Concept Matching) 32
4.3關聯比較(Relation Comparison) 39
4.4經驗知識確認(Empirical Knowledge Validation) 55
第五章、系統實作與驗證 64
5.1系統架構 64
5.2實作環境介紹 66
5.3本體論建構 66
5.4機制實作 69
第六章、結論與未來研究方向 73
6.1結論 73
6.2未來研究方向 74
參考文獻 76
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