Attribute dependencies in a fuzzy setting

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

Abstract

We present a new framework for modelling users preferences in a fuzzy setting. Starting with a formal fuzzy context, the user enters so-called attribute dependency formulas based on his priorities. The method then yields the "interesting" formal concepts, that is, interesting from the point of view of the user. Our approach is designed for compounded attributes, i.e., attributes which include more than one trait. In this paper, after studying some properties of the formulas, we start investigating the computation of non-redundant bases for them. Such bases are wishful for a better overview of the preferences.

Details

OriginalspracheEnglisch
TitelCLA 2012 Concept Lattices and Their Applications
Seiten127-138
Seitenumfang12
PublikationsstatusVeröffentlicht - 2012
Peer-Review-StatusJa

Publikationsreihe

ReiheCEUR Workshop Proceedings
Band972
ISSN1613-0073

Konferenz

Titel9th International Conference on Concept Lattices and Their Applications, CLA 2012
Dauer11 - 14 Oktober 2012
StadtFuengirola (Malaga)
LandSpanien

Schlagworte

ASJC Scopus Sachgebiete

Schlagwörter

  • Data reduction, Formal Concept Analysis, Fuzzy data