An Ontology Engineering Approach For Knowledge Discovery
From Data In Evolving Domains
Author(s)
P. Gottgtroy, N. Kasabov & S. Macdonell
Abstract
An ontology engineering approach for
knowledge discovery from data in evolving
domains
P. Gottgtroy, N. Kasabov & S. Macdonell
Knowledge Engineering and Discovery Institute,
Auckland University of Technology, New Zealand
Abstract
Knowledge discovery in evolving domains presents several challenges in
information extraction and knowledge acquisition from heterogeneous,
distributed, dynamic data sources. We define an evolving process if the process
is developing, changing over time in a continuous manner. Examples of such
domains include biological sciences, medical sciences, and social sciences,
among others.
This paper describes research in progress on a new methodology for
leveraging the semantic content of ontologies to improve knowledge discovery
in complex and dynamical domains. We consider in this initial stage the problem
of how to acquire previous knowledge from data and then use this information in
the context of ontology engineering. The first part of this paper concerns some
aspects
Keywords
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