Triadic factor analysis
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
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
Original language | English |
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Title of host publication | CLA-2010 Concept Lattices and Their Applications |
Pages | 127-138 |
Number of pages | 12 |
Publication status | Published - 2010 |
Peer-reviewed | Yes |
Publication series
Series | CEUR Workshop Proceedings |
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Volume | 672 |
ISSN | 1613-0073 |
Conference
Title | 7th International Conference on Concept Lattices and Their Applications, CLA 2010 |
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Duration | 19 - 21 October 2010 |
City | Sevilla |
Country | Spain |
Keywords
ASJC Scopus subject areas
Keywords
- Factor analysis, Triadic concept analysis, Web 2.0