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Title:
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A STRATEGY FOR SEMANTIC DOCUMENT CLASSIFICATION IN AN ONTOLOGY-DRIVEN KNOWLEDGE MANAGEMENT SYSTEM |
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Author(s):
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Mariel Alejandra Ale , Omar Chiotti , Maria Rosa Galli |
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ISBN:
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972-8924-06-2 |
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Editors:
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Nitya Karmakar and Pedro Isaías |
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Year:
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2005 |
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Edition:
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Single |
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Keywords:
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Knowledge Management, Domain Ontology, Semantic Classification. |
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Type:
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Short Paper |
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First Page:
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410 |
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Last Page:
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414 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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In the last years, there have been a growing interest in ontologies as an artifact for human knowledge representation and a critical component in Knowledge Management, Semantic Web, Business-to-Business applications, and many others application areas. We have found that it is not possible to easily represent certain types of knowledge (skills or procedures) or to transform certain types of knowledge representation (knowledge contained in diagrams) into an appropriate ontological format. To overcome this problem, our proposal is to connect knowledge sources to the domain ontology associated with an Organizational Memory without forcing any transformation in the structure of the source itself. This connection will allow the semantic classification of knowledge sources so that when a user performs a query it is possible to recover the documents that have a higher probability of containing the answer. |
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