Knowledge Seeker - Ontology Modelling for Information Search and Management : A Compendium

By (author) Lim, Edward H. Y.; By (author) Liu, James N. K.; By (author) Lee, Raymond S.T. (Hong Kong Polytechnic University, Hong Kong China)

The Knowledge Seeker is a useful system to develop various intelligent applications such as ontology-based search engine, ontology-based text classification system, ontological agent system, and semantic web system etc. The Knowledge Seeker contains four different ontological components. First, it defines the knowledge representation model !V Ontology Graph. Second, an ontology learning process that based on chi-square statistics is proposed for automatic learning an Ontology Graph from texts for different domains. Third, it defines an ontology generation method that transforms the learning outcome to the Ontology Graph format for machine processing and also can be visualized for human validation. Fourth, it defines different ontological operations (such as similarity measurement and text classification) that can be carried out with the use of generated Ontology Graphs. The final goal of the KnowledgeSeeker system framework is that it can improve the traditional information system with higher efficiency. In particular, it can increase the accuracy of a text classification system, and also enhance the search intelligence in a search engine. This can be done by enhancing the system with machine processable ontology.

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[目次]

  • Part I Introduction.- Part II KnowledgeSeeker - An Ontology Modeling and Learning Framework.- Part III KnowledgeSeeker Applications.

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この本の情報

書名 Knowledge Seeker - Ontology Modelling for Information Search and Management : A Compendium
著作者等 Lee, Raymond S.T. (Hong Kong Polytechnic University, Hong Kong China)
Liu, James N. K.
Lim, Edward H. Y.
書名別名 A Compendium
シリーズ名 Intelligent Systems Reference Library 8
出版元 Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
刊行年月 2013.02.25
ページ数 264p
大きさ H235 x W155
ISBN 9783642266911
言語 英語
出版国 ドイツ
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