Triadic factor analysis
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
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
Originalsprache | Englisch |
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Titel | CLA-2010 Concept Lattices and Their Applications |
Seiten | 127-138 |
Seitenumfang | 12 |
Publikationsstatus | Veröffentlicht - 2010 |
Peer-Review-Status | Ja |
Publikationsreihe
Reihe | CEUR Workshop Proceedings |
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Band | 672 |
ISSN | 1613-0073 |
Konferenz
Titel | 7th International Conference on Concept Lattices and Their Applications, CLA 2010 |
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Dauer | 19 - 21 Oktober 2010 |
Stadt | Sevilla |
Land | Spanien |
Schlagworte
ASJC Scopus Sachgebiete
Schlagwörter
- Factor analysis, Triadic concept analysis, Web 2.0