Triadic factor analysis

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

Beitragende

Abstract

This article is an extension of work which suggests using formal concepts as optimal factors of Factor Analysis. They discussed a method for decomposing a p × q binary matrix W into the Boolean matrix product P ○ Q of a p × n binary matrix P and a n × q binary matrix Q with n as small as possible. We have generalised this factorization problem to the triadic case, looking for a decomposition of a p × q × r Boolean 3d-matrix B into the Boolean 3d-matrix product P ○ Q ○ R for p × n, q × n and r × n binary matrices P,Q and R with n as small as possible. The motivation is given by the increasing interest in Triadic Concept Analysis due to Web 2.0 applications.

Details

OriginalspracheEnglisch
TitelCLA-2010 Concept Lattices and Their Applications
Seiten127-138
Seitenumfang12
PublikationsstatusVeröffentlicht - 2010
Peer-Review-StatusJa

Publikationsreihe

ReiheCEUR Workshop Proceedings
Band672
ISSN1613-0073

Konferenz

Titel7th International Conference on Concept Lattices and Their Applications, CLA 2010
Dauer19 - 21 Oktober 2010
StadtSevilla
LandSpanien

Schlagworte

ASJC Scopus Sachgebiete

Schlagwörter

  • Factor analysis, Triadic concept analysis, Web 2.0