An Analysis Of The Integration Between Data
Mining Applications And Database Systems
Author(s)
E. Bezerra, M. Mattoso & G. Xexeo
Abstract
In this paper we present a classification of integration frameworks found in the
literature for the coupling of a data mining application and a DBMS. We classify
the database coupling in several categories. Along these categories, we analyse
several issues in the integration process such as degree of coupling, flexibility,
portability, communication overhead, and use of parallelism. We also present the
trade-off of using each one of the integration frameworks and describe the
situations where one framework is better than the other. We also describe how to
implement DBMS integration in several Data Mining methods and we discuss
implementation aspects including parallelism issues for each one. We analyse
these solutions and show their advantages and disadvantages.
1 Introd
Keywords
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