Title
Formal Independence Analysis.
Abstract
In this paper we propose a new lens through which to observe the information contained in a formal context. Instead of focusing on the hierarchical relation between objects or attributes induced by their incidence, we focus on the "unrelatedness" of the objects with respect to those attributes with which they are not incident. The crucial order concept for this is that of maximal anti-chain and the corresponding representation capabilities are provided by Behrendt's theorem. With these tools we introduce the fundamental theorem of Formal Independence Analysis and use it to provide an example of what its affordances are for the analysis of data tables. We also discuss its relation to Formal Concept Analysis.
Year
DOI
Venue
2018
10.1007/978-3-319-91473-2_51
Communications in Computer and Information Science
Keywords
DocType
Volume
Formal Concept Analysis,Independence,Tomoi
Conference
853
ISSN
Citations 
PageRank 
1865-0929
0
0.34
References 
Authors
0
5
Name
Order
Citations
PageRank
Francisco J. Valverde-Albacete111620.84
Carmen Peláez-moreno213022.07
Inma P. Cabrera3318.17
Pablo Cordero4448.86
Manuel Ojeda-aciego574868.13