Paper Info
Title
Generalized pattern extraction from concept lattices
Abstract
In this paper, we show how the existence of taxonomies on objects and/or attributes can be used in Formal Concept Analysis to help discover generalized concepts. To that end, we analyze three generalization cases ( , , and ) and present different scenarios of a simultaneous generalization on both objects and attributes. We also discuss the cardinality of the generalized pattern set against the number of simple patterns produced from the initial data set.
Year
DOI
Venue
2014
10.1007/s10472-014-9411-0
Annals of Mathematics and Artificial Intelligence
Keywords
DocType
Volume
Concept lattices,Taxonomy,Generalization,Formal Concept Analysis,68T30,06A15
Journal
72
Issue
ISSN
Citations 
1-2
1012-2443
0
PageRank 
References 
Authors
0.34
22
4
Name
Order
Citations
PageRank
Léonard Kwuida15516.25
Rokia Missaoui2983136.45
Abdélilah Balamane300.68
Jean Vaillancourt4255.71