An Architecture For ABEN-KDD- An Agent-based Environment For
Knowledge Discovery In Databases
Author(s)
M. Sousa, M. Gottgtroy, N. Ebecken & M. Rodriguez
Abstract
An architecture for ABEN-KDD - an agent-
based environment for knowledge discovery in
databases
M. Sousa*, M. Gottgtroy\ N. Ebecken' & M. Rodrigues^
* Federal Univestity of Rio de Janeiro, Brazil,
^Federal University of Rio Grande do Norte, Brazil.
Abstract
The ABEN-KDD aims to comprise all phases of KDD process by modeling the
knowledge of all specialists involved with them. Based on the principle of
knowledge locality, the subsets of highly coupled knowledge existent in the
process were identified. As a heterogeneous multi-agent system, it has one agent
to each set of these intrinsically related tasks. Some of the agents are more
reactive, like ones that execute data mining algorithms, and others have more
autonomy, like user interface agents. It was noticed that, in order to reason about
data mining knowledge and about the domain knowledge, there must be a
general model to which all types of knowledge can be converted. To do this, we
use a new model that uses contexts and fuzzy r
Keywords
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