Organizational Knowledge Sources Integration through an Ontology-Based Approach: The Onto-DOM Architecture
Mariel Alejandra Ale1
, Cristian Gerarduzzi1, Omar Chiotti2
and Maria Rosa Galli2 
| (1) |
CIDISI – UTN – FRSF, Lavaise 610, Santa Fe, Argentina |
| (2) |
INGAR – CONICET, Avellaneda, 3657 Santa Fe, Argentina |
Abstract
Nowadays, there is a large number of Knowledge Management (KM) initiatives implemented in organizations, which often fail
to manage the natural heterogeneity of organizational knowledge sources. To address heterogeneity, documentation overload
and lack of context we propose Onto-DOM, a question-answering ontology-based strategy implemented within a Distributed Organizational
Memory. Onto-DOM is a portable question-answering system that accepts natural language queries and, using a domain ontology,
transforms and contextualizes the query eliminating the inherent natural language ambiguity. At the same time, it recovers
those knowledge objects that are most likely to contain the answer.
Keywords Knowledge Management - Distributed Organizational Memory - Ontologies
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