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題名：知識擷取與知識表達協同程序於建構本體的概念架構
書刊名：資訊管理學報
作者：戚玉樑 引用關係
作者(外文)：Chi, Yu-liang
出版日期：2006
卷期：13:2
頁次：頁193-215
主題關鍵詞：本體；知識擷取；知識表達；正規概念分析法；描述邏輯；Ontology；Knowledge acquisition；Knowledge representation；Formal concept analysis；Description logic
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  • 被引用次數被引用次數:期刊(1) 博士論文(2) 專書(0) 專書論文(0)
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  • 點閱點閱:35
以本體(Ontology)為基礎的知識庫建置中，開發者須將領域內的認知轉換為系統可處理的本體概念架構，其過程通常概分為知識擷取及知識表達等兩階段，知識擷取的方式若過於武斷則易形成不具共識的概念，而轉換為系統用的概念架構時，也須面臨階層確認及表達方式的轉宜。本研究以目前常用的正規概念分析法(應用於知識擷取)及描述邏輯(應用於知識表達)為基礎，探討兩者的使用、問題及不協調處，並分別提出修正作業，另外也提出如何發展未知概念的探索方法。本研究提供一個應用修正方法所建立的本體範例，其結果顯示：修正後的方法是以先收集抽象及客觀的形成因素為主，具體及主觀的概念命名為最終步驟，因此本體概念的形成較符合認知的發展程序。
This study proposes an ontology building process for extracting conceptual structures and representing conceptual contents. Though humans have been developing ontologies for many years, building a well defined ontology of an interested domain is extremely ad-hoc. The objectives of this study include: (1)Revising FCA operations to elicit knowledge based on collecting cognition, deriving explicit and implicit concept, and finally naming concept tags; (2). Constructing conceptual hierarchies according to least common subsumer approach and representing conceptual contents by description language. The empirical feedback indicates that proposed approach provides suitable elicitation processes of knowledge acquisition and representation during ontology building. Additionally, this approach is especially useful for ontology developers who lack reference models of a working domain.
期刊論文
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3.Gruber, T. R.。Towards Principles for the Design of Ontologies Used for Knowledge Sharing。International Journal of Human-Computer Studies，43(5/6)，907-928。  new window
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5.McGuinness, D. L.、Fikes, R.、Hendler, J.、Stein, L. A.(2002)。DAML+OIL: An Ontology Language for the Semantic Web。IEEE Intelligent Systems，17(5)，72-80。  new window
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7.Lin, J.、Fox M. S.、Bilgic, T.(1996)。A Requirement Ontology for Engineering Design。Concurrent Engineering: Research and Applications，4(4)，279-291。  new window
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11.Walczak, S.(1998)。Knowledge acquisition and knowledge representation with class: the object-oriented paradigm。Expert Systems with Applications，15(3/4)，235-244。  new window
12.Cohen, W. W.、Hirsh, H.(1994)。The Learnablity of Description Logics with Equality Constraints。Machine Learning，17(2)，169-199。  new window
13.Compton, P.、Jansen, R.(1990)。A Philosophical Basis for Knowledge Acquisition。Knowledge Acquisition，2(3)，241-258。  new window
14.Decker, S.、Melnik, S.、Harmelen, F. V.、Fensel, D.、Klein, M.、Broekstra, J.、Erdmann, M.、Horrocks, I.(2000)。The Semantic Web: The Roles of XML and RDF。Internet Computing，4(4)，63-74。  new window
15.Devanbu, P. T.、Jones, M. A.(1997)。The Use of Description Logics in KBSE Systems。ACM Transactions on Software Engineering and Methodology，6(2)，141-172。  new window
16.Dieter, F.、Horrocks, I.、Harmelen, F. V.、McGuinness, D.、Patel-Schneider, P. F.(2001)。OIL: Ontology Infrastructure to Enable the Semantic Web。IEEE Intelligent Systems，16(2)，38-45。  new window
17.Do-Aaz-Agudo, B.、GonzaAlez-Calero, P. A.(2001)。Formal Concept Analysis as a Support Technique for CBR。Knowledge-based Systems，14(3/ 4)，163-171。  new window
18.Fensel, D.、Van Harmelen, F.、Horrocks, I.、McGuinness, D. L.、Patel-Schneider, P. F.(2001)。OIL: An Ontology Infrastructure for the Semantic Web。IEEE Intelligent Systems，16(2)，38-45。  new window
19.Ganter, B.(1991)。Finding All Closed Sets: A General Approach。Order，8(3)，283-290。  new window
20.Gruninger, M.、Atefi, K.、Fox, M. S.(2000)。Ontologies to Support Process Integration in Enterprise Engineering。Computational and Mathematical Organization Theory，6(4)，381-394。  new window
21.Jacob, E. K.(2004)。Classification and Categorization: A Difference That Makes a Difference。Library Trends，52(3)，515-540。  new window
22.Kim, H. M.、Fox, M. S.、Gruninger, M.(1999)。An Ontology for Quality Management - Enabling Quality Problem Identification and Tracing。BT Technology Journal，17(4)，131-140。  new window
23.Kralingen, B. W.、Visser, P. R. S.、Bench-Capon, T. J. M.、Herik, H. J.(1999)。A Principled Approach to Developing Legal Knowledge Systems。Intl. Journal of Human-computer Studies，51(6)，1127-1154。  new window
24.Lopez De Vergara, J. E.、Villagra, V. A.、Berrocal, J.(2004)。Applying the Web Ontology Language to Management Information Definitions。IEEE Communications Magazine，42(7)，68-74。  new window
25.Richards, D.、Compton, P.(1998)。Taking Up the Situated Cognition Challenge with Ripple Down Rules。Intl Journal of Human Computer Studies，49(6)，895-926。  new window
26.Richards, D.、Simoff, S. J.(2001)。Design Ontology in Context - A Situated Cognition Approach to Conceptual Modeling。Artificial Intelligence in Engineering，15(3)，121-136。  new window
27.Storey, V. C.、Dey, D.、Ullrich, H.、Sundaresan, S.(1998)。An Otology-based Expert System for Database Design。Data & Knowledge Engineering，28(1)，31-46。  new window
28.Van Der Vet, P. E.、Mars, N. J.(1998)。Bottom-up Construction of Ontologies。IEEE Transactions on Knowledge and Data Engineering，10(4)，513-526。  new window
29.Welty, C.、Guarino, N.(1996)。Supporting Ontological Analysis of Taxonomic Relationships。Data & Knowledge Engineering，39(1)，51-74。  new window
會議論文
1.Baader, F.、Kusters, R.(1998)。Least Common Subsumer Computation Wrt Cyclic ALN-terminologies。0。  new window
2.Baader, F.、Sertkaya, B.(2004)。Applying Formal Concept Analysis to Description Logics。0。261-286。  new window
3.Cimiano, P.、Hotho, A.、Stumme, G.、Tane, J.(2004)。Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies。0。189-207。  new window
4.Feigenbaum, E. A.(1977)。The Art of Artificial Intelligence: Themes and Case Studies of Knowledge Engineering。0。1014-1029。  new window
5.Knublauch, H.、Dameron, O.、Musen, M. A.(2004)。Weaving the Biomedical Semantic Web with the Protege OWL Plugin。0。  new window
6.Stumme, G.、Madche, A.(2001)。FCA-Merge: Bottom-up Merging of Ontologies。0。225-230。  new window
7.Vogt, F.、Wille, R.(1995)。TOSCANA - A Graphical Tool for Analyzing and Exploring Data。0。226-233。  new window
圖書
1.Ganter, B.、Wille, R.(1997)。Formal Concept Analysis: Mathematical Foundations。New York, NY：Springer-Verlag。  new window
2.Baader, F.、Calvanese, D.、McGuinness, D.、Nardi, D.、Parel-Schneider, P.(2003)。The Description Logic Handbook。Cambridge, UK：Cambridge University Press。  new window
3.Noy, N. F.、McGuinness, D. L.(2001)。Ontology development 101: a guide to creating your first ontology。Stanford, CA：Stanford University。  new window
圖書論文
1.Minsky, M. F.(1975)。A framework for representing knowledge。The psychology of computer vision。New York：McGraw-Hill。  new window
2.Donini, F. M.、Lenzerini, M.、Nardi, D.、Schaerf, A.(1996)。Reasoning in Description Logics。Foundation of Knowledge Representation。CSLI Publications。  new window
 
 
 
 
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