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  • 學位論文

在一個知識管理系統應用Ontology建立分類之設計

Using Ontology to Design Classification in a Knowledge Management System

指導教授 : 留忠賢

摘要


在本論文中,我們使用Ontology的方法,來將一個知識管理系統(Knowledge Management System,KMS)中的知識文件做分類。在一個知識庫中,建立分類可以讓使用者到正確的領域尋找到所需的知識文件,利用對知識認知的概念可以建立出以概念為主的分類,將分類的定義明確化,更快速的到正確的分類找知識,因此可以使用Ontology描述概念的資訊以及概念間關係來幫忙建立分類。我們使用OWL來描述Ontology,並利用Jena Framework來解析,並透過商業化的知識管理系統Vitals/KM提供的API,在Vitals/KM上建立以概念為主的分類,讓使用者可以將所有知識文件放入的分類中。當使用者在檢索知識時,可以依照概念找到所對應的分類,並到此分類中的去尋找所要的知識文件以及相關資訊。

並列摘要


In this thesis, we used ontology to classify documents in a knowledge management system (KMS). In a knowledge management system, a classification scheme can guide a user to the right domain to find the desired documents. A concept-based classification can be created by understanding the concepts of knowledge. Since an ontology can describe the concepts and their relationships, it can be used to create classification. In our approach, an Ontology was described in OWL and Jena Framework was used to parse OWL. Then a concept-based classification was created through the API provided by Vitals/KM, a commercial KMS, so that user can classify knowledge documents using the classification. When a user searches for knowledge, he can use the concept that corresponds to a classification to get desired documents and related information in the classification.

參考文獻


[1]M. Alavi and D. E. Leidner, “Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues”, MIS Quarterly, Vol. 25, No. 1, 107-136, 2001.
[3]Brent J. Bowman, “Building Knowledge Management Systems”, Information Systems Management, Vol. 19, No. 3, 32-41, 2002.
[6]Haisheng Li, Wenzheng Li, Qiang Cai and Hongzhi Liu, “A Framework of Ontology-Based Knowledge Management System”, 2nd IEEE International Conference on Computer Science and Information Technology, 374-377, 2009.
[7]Liana Razmerita, Albert Angehrn and Alexander Maedche, “ Ontology-Based User Modeling for Knowledge Management Systems”, 9th International Conference User Modeling, 213-217, 2003.
[10]Thomas R. Gruber, “Toward Principles for The Design of Ontologies Used for Knowledge Sharing”, International Journal of Human-Computer Studies, Vol. 43, No 5-6, 625-640, 1995.

被引用紀錄


陳宛琳(2014)。結合本體論與語意相似程度對文件萃取關鍵字〔碩士論文,中原大學〕。華藝線上圖書館。https://doi.org/10.6840/cycu201400983
黃文楷(2012)。應用支援向量機與主成分分析法做知識管理系統中的文件自動分類〔碩士論文,中原大學〕。華藝線上圖書館。https://doi.org/10.6840/cycu201200558
張藝馨(2015)。基於MapReduce做文本自動分類與概念分析〔碩士論文,中原大學〕。華藝線上圖書館。https://doi.org/10.6840/CYCU.2015.00070

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