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題名:以本體技術為基礎的知識庫建置程序及其應用
書刊名:資訊、科技與社會學報
作者:戚玉樑 引用關係
出版日期:2005
卷期:5:2=9
頁次:頁1-18
主題關鍵詞:本體論知識庫描述邏輯正規概念分析法推論OntologyKnowledge baseDescription logicFormal concept analysisInference
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(2) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:2
  • 共同引用共同引用:0
  • 點閱點閱:32
本研究探討如何藉本體技術(Ontological techniques)來建置知識庫,在本體知識庫的發展上,我們建議須分別依照規劃、設計、測試修正、佈署及整合擴展等五項階段進行,由於本體知識庫主要是由概念架構及其關係所構成,因此設計階段是其成效的重要關鍵。為收集對真實世界的認知,我們利用正規概念分析法來獲得所須的概念及其關係,並發展常用的邏輯模式,以降低知識表達的轉換障礙。本研究利用上述發展程序並結合Ontology開發工具,以植物學門的維管束植物為例,進行實際應用上的驗證。由結果顯示,本研究所提出的發展程序,特別是設計階段採用的方法,確可協助建置者加速本體知識庫的建立。
For ontology builders, creating suitable conceptual structures of specific domain is increasingly problematic. Though humans have been building ontologies for years to express subject area of interest, an efficient ontology building process is very much ad-hoc. This paper describes development procedures that comprise planning, design, testing & modification, deployment, and integration. This paper particularly emphasizes the design procedure that involves utilizing Formal Concept Analysis (FCA) to gain conceptual structures and Description Logic (DL) to represent concept relationships in expressions. The paper provides a walkthrough example that utilizes Vascular plants as an applied domain. The empirical findings indicate that development procedures have advantaged in guiding ontology builders to create ontological knowledge bases step by step. Moreover, the cognition extraction is useful and connectable for builders and other tools.
期刊論文
1.Jiang, G.、Ogasawara, K.、Endoh, A.、Sakurai, T.(2003)。Context-based Ontology Building Support in Clinical Domains Using Formal Concept Analysis。Journal of Medical Informatics,71(1),71-81。  new window
2.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
3.Horrocks, I.、Patel-Schneider, P. F.、Van Harmelen, F.(2003)。From SHIQ and RDF to OWL: The Making of a Web Ontology Language。Web Semantics: Science, Services and Agents on the World Wide Web,1(1),7-26。  new window
4.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
5.Uschold, M.、Gruninger, M.(1996)。Ontologies: Principles, Methods and Applications。Knowledge Engineering Review,11(2),93-155。  new window
6.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
7.Kayed, A.、Colomb, R. M.(2002)。Extracting Ontological Concepts for Tendering Conceptual Structures。Data & Knowledge Engineering,40(1),71-89。  new window
8.Sugumaran, V.、Storey, V. C.(2002)。Ontologies for Conceptual Modeling: Their Creation, Use, and Management。Data & Knowledge Engineering,42(3),251-271。  new window
9.Chandrasekaran, B.、Josephson, J. R.、Benjamins, V. R.(1999)。What Are Ontologies, and Why Do We Need Them?。IEEE Intelligent Systems,14(1),20-26。  new window
10.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
11.Dieter, F.、Horrocks, I.、Harmelen F. V.、McGuinness, D.、Patel-Schneider, P. F.(2001)。OIL: Ontology Infrastructure to Enable the Semantic Web。IEEE Intelligent System,16(2),38-45。  new window
12.Fox, M. S.、Gruninger, M.(1998)。Enterprise Modelling。AI Magazine,19(3),109-121。  new window
13.Gillam, L.、Tariq, M.、Ahmad, K.(2005)。Terminology and the construction of ontology。Terminology,11(1),55-81。  new window
14.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
15.Hui, B.、Yu, E.(2005)。Extracting conceptual relationships from specialized documents。Data & Knowledge Engineering,54(1),29-55。  new window
16.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
17.Kralingen, B. W.、Visser, P. R. S.、Bench-Capon, T. J. M.、Herik, H. J.(1999)。A principled approach to developing legal knowledge systems。International Journal of Human-Computer Studies,51(6),1127-1154。  new window
18.de Vergara, López J. E.、Villagrá, V. A.、Berrocal, J.(2004)。Applying the Web Ontology Language to management information definitions。IEEE Communication magazine,42(7),68-74。  new window
19.Noy, N. F.、Sintek, M.、Decker, S.、Crubezy, M.、Fergerson, R. W.、Musen, M. A.(2001)。Creating Semantic Web contents with Protege-2000。IEEE Intelligent Systems,16(2),60-71。  new window
20.Tamma, V.、Phelps, S.、Dickinson, I.、Wooldridge, M.(2005)。Ontologies for supporting negotiation in e-commerce。Engineering Applications of Artificial Intelligence,18(2),223-236。  new window
21.Van der Vet, P. E.、Mars, N. J.(1998)。Bottom-up construction of ontologies。IEEE Transaction on Knowledge and Data Engineering,10(4),513-526。  new window
會議論文
1.Calvanese, D.、Giacomo, G. D.、Lenzerini, M.(2002)。Description Logics: Foundations for Class-based Knowledge Representation。17th Annual IEEE Symposium on Logic in Computer Science (LICS’02),359-370。  new window
2.Feigenbaum, E. A.(1977)。The art of artificial intelligence: Themes and case studies of knowledge engineering。Fifth International Joint Conference on Artificial Intelligence 1977。Cambridge, MA.。1014-1029。  new window
3.Knublauch, H.、Dameron O.、Musen, M. A.(2004)。Weaving the Biomedical Semantic Web with the Protégé OWL Plugin。  new window
圖書
1.Lehmann, F.(1992)。Semantic Networks in Artificial Intelligence。New York, NY:Elsevier Science。  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
4.Donini, F. M,、Lenzerini, M.、Nardi, D.、Schaerf, A.(1996)。Reasoning in description logics。Foundation of Knowledge Representation \\ G. Brewka (ed.)。  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
 
 
 
 
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