On a fuzzy querying and data mining interface

Citation
J. Kacprzyk et S. Zadrozny, On a fuzzy querying and data mining interface, KYBERNETIKA, 36(6), 2000, pp. 657-670
Citations number
18
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
KYBERNETIKA
ISSN journal
00235954 → ACNP
Volume
36
Issue
6
Year of publication
2000
Pages
657 - 670
Database
ISI
SICI code
0023-5954(2000)36:6<657:OAFQAD>2.0.ZU;2-N
Abstract
In the paper an interface is proposed that combines flexible (fuzzy) queryi ng and data mining functionality. The point of departure is the fuzzy query ing interface designed and implemented previously by the present authors. I t makes it possible to formulate and execute, against a traditional (crisp) database, queries containing imprecisely specified conditions. Here we dis cuss possibilities to extend it with some data mining features. More specif ically, linguistic summarization of data (databases), as introduced by Yage r [16], is advocated as an interesting extension of simple querying. The li nk between linguistic (fuzzy) data summaries and association rules is discu ssed and exploited.