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題名:本體論及推論應用於資料語意偵錯之研究
書刊名:資訊管理學報
作者:劉艾華王茂年林英潔
作者(外文):Liou, Andy Ay-hwaWang, Maw-nianLin, Ying-jie
出版日期:2009
卷期:16:3
頁次:頁29-54
主題關鍵詞:語意網路本體論專家系統語意偵錯JessSemantic webOntologyExpert systemSemantic detect
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:39
隨著網際網路的快速發展,電子商務儼然已成為傳統店面行銷外的另一個新興通路,由於網站資料呈現的多樣化、不受限制的交易時間及交易成本的低廉化,有愈來愈多的行業透過網路行銷,但網路交易的糾紛卻時有所聞。鑒於大多數網站其資料皆以人工方式輸入,網站資訊一旦發生錯誤,除使網路行銷者的商譽受損外,甚至可能產生嚴重的虧損。因此業者公佈網路資訊時,如何確保資料的正確與合理,實為未來電子商務的重要課題之一。為使電腦了解資料所隱含的意義進而執行語意偵錯,本研究透過本體論設計語意推論架構,採用專家系統發展程式語言Jess撰寫規則,可早期發現網站資料隱含的錯誤語意,並有效減少網路交易因語意錯誤而導致企業形象與金錢的雙重損失。本研究係以國內某大型3C賣場之網站商品建構本體論為實證,依商品類別及商品間關係定義,透過本體論界定其領域與範圍,建立具有階層架構的商品本體論,撰寫語意檢查規則,實證結果顯示:本研究成果使廠商在維護網站資訊時,可大幅減少耗用的人力與時間成本,維護網路資訊的正確性。
Through the rapid development of internet, website content is experiencing major changes in time and space. An important question is how to maintain the rationality, correctness and integrity of data. Most websites input data manually by the user, but this may result in incorrect data and thus huge losses. Although it is not difficult to syntactically check the correctness of the data on website, verifying the semantic meaning of the data involves complexity. Besides, the time and labor costs on maintaining website information is also increasing. This research presents a semantic reasoning framework using expert system development program language Jess (Java Expert System Shell) for reasoning under specific ontology. This allows the machine to understand the meaning of data and detect semantic errors of those data. This approach reduces unnecessary losses due to semantic error and decreasing the time and effort on checking data while promoting the work efficiency and business reputation.
期刊論文
1.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
2.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
3.Noy, N. F.、Sintek, M.、Decker, S.、Crubézy, M. F.、Fergerson, R. W.、Musen, M. A.(2001)。Creating Semantic Web Contents with Protégé-2000。IEEE Intelligent Systems,16(2),60-71。  new window
4.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
5.Davis, R.、Buchanan, B. G.、Shortliffe, E. H.。Production Rules as a Representation for a Knowledge-Based Consultation Program。Artificial Intelligence,8(1),15-45。  new window
6.Ding, Y.。Ontology: The Enabler for the Semantic Web。Journal of Information Science,27(6),377-384。  new window
7.Eriksson, H.。Using Jess Tab to Integrate Protégé and Jess。IEEE Intelligent Systems,18(2),43-50。  new window
8.Gruber, T. R.。A Translation Approach to Portable Ontology Specifications。Knowledge to Acquisition,5(2),199-220。  new window
9.Jovanovic, J.、Gasevic, D.、Devedzic, V.。A GUI for Jess。Expert Systems with Applications,26(4),625-637。  new window
10.Musen, M. A.。Dimensions of Knowledge Sharing and Reuse。Computers and Biomedical Research,25(5),435-467。  new window
11.Nault, B. R.、Storey, V. C.。Using Object Concepts to Match Artificial Intelligence Techniques to Problem Types。Information and Management,34(1),19-31。  new window
12.Navigli, R.、Velardi, P.、Gangemi, A.(2003)。Ontology Learning and Its Application to Automated Terminology Translation。IEEE Intelligent Systems,18(1),22-31。  new window
會議論文
1.Bollegala, D.、Honma, T.、Matsuo, Y.、Ishizuka, M.。Mining for Personal Name Aliases on the Web Aliases1107-1108。  new window
2.Brüggemann, S.。Rule Mining for Automatic Ontology Based Data Cleaning4976,522-527。  new window
3.Cruz, C.、Nicolle, C.。XML-IS: Ontology-based Integration Architecture273-277。  new window
4.McGuinness, D. L.、Fikes, R.、Rice, J.、Wilder, S.。An Environment for Merging and Testing Large Ontologies。  new window
5.Ruckhaus, E.、Vidal, M. E.。XWebSOGO: An Ontology Language to Describe and Query Web Sources62-65。  new window
6.Vaculín, R.、Sycara, K.。Specifying and Monitoring Composite Events for Semantic Web Services87-96。  new window
圖書
1.Giarratano, Joseph、Riley, Gary(1998)。Expert Systems principles and programming。Boston:PWS Publishing Company。  new window
2.Shortliffe, E. H. S.(1976)。Computer-based medical consultations: MYCIN。New York:Elsevier/North Holland。  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.Daconta, M. C.、Obrst, L. J.、Smith, K. T.。The Semantic Web: A Guide to the Future of XML, Web Services and Knowledge Management。The Semantic Web: A Guide to the Future of XML, Web Services and Knowledge Management。  new window
5.Friedman-Hill, E.。Jess in Action: Rule-based Systems in Java。Jess in Action: Rule-based Systems in Java。  new window
6.Negnevitsky, M.。Artificial Intelligence - A Guide to Intelligent Systems。Artificial Intelligence - A Guide to Intelligent Systems。New York, NY。  new window
7.Speel, P-H.、Schreiber, A. Th.、Joolingen, V. W.、Heijst, V. G.、Beijer, G. J.。Conceptual Modeling for Knowledge-based Systems。Encyclopedia of Computer Science and Technology。  new window
 
 
 
 
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