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Inductive inference to support object-oriented analysis and design
L. Popelinsky.
In Proc. of the Third Joint Conf. on Knowledge-Based Software Engineering in
Smolenice, Slovakia 1998, volume 48 of Frontiers in Artificial
Intelligence and Applications, pages 211--218. IOS Press Amsterdam,
September 1998.
Abstract
The paper analyses possibilities to apply ILP in object-oriented analysis and
design, considering namely object-oriented database schema with methods. In
deductive object-oriented databases, classes, attributes as well as methods
can be defined by rules. It is shown that ILP can be used in the process of
synthesis of those rules to support the database schema design and
modification. F-logic is employed as a tool for class and object description
and a new approach to the object-oriented database modelling by means of ILP
is introduced. There are discussed first experimental results obtained by
WiM-D, a dedicated ILP system developed for this purpose.
BibTeX entry.
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