Non-transitive fuzzy dependencies (I)

Citation
Jc. Cubero et al., Non-transitive fuzzy dependencies (I), FUZ SET SYS, 106(3), 1999, pp. 401-431
Citations number
29
Categorie Soggetti
Engineering Mathematics
Journal title
FUZZY SETS AND SYSTEMS
ISSN journal
01650114 → ACNP
Volume
106
Issue
3
Year of publication
1999
Pages
401 - 431
Database
ISI
SICI code
0165-0114(19990916)106:3<401:NFD(>2.0.ZU;2-G
Abstract
In this work we deal with the problem of defining projection and join opera tors in a fuzzy database, so that they allow us to compress the information given in a relation r of such a database. Such a compression is possible w hen a relation satisfies one kind of fuzzy functional dependency (f.f.d.). Such projection and join operators allow us to decompose the original relat ion r into two new relations in such a way that the amount of information t o store is less than originally with r. In this process of decomposition th ere are two main properties to be achieved. On the one hand, we must be abl e to test the fuzzy dependency just by looking at one of the projections: a s it has less records than r, this represents a computational advantage. On the other hand, the join of both projections is such that we can recover t he information we had in r, but with fuzzier values: in order to measure th e degree of increasing fuzziness, the concept of granularity level is used. The definition of fuzzy dependency does not verify the transitivity infere nce axiom. (C) 1999 Elsevier Science B.V. All rights reserved.