Volume 9 - Issue 9
An incremental algorithm for removing object from concept lattice
Abstract
An incremental algorithm is proposed for updating the concept lattice incrementally when an object of the formal context is removed, avoiding the need to recompute the whole structure from scratch. Relying on the structure of concept lattice, the algorithm only explores limited parts of the lattice for updating. In experimental comparison, the algorithm outperforms other algorithms for most types of contexts.
Paper Details
PaperID: 84878747770
Author's Name: Zhang, L., Zhang, H., Shen, X., Yin, L.
Volume: Volume 9
Issues: Issue 9
Keywords: Concept lattice, Deleting object, Formal concept analysis (FCA), Incremental algorithm
Year: 2013
Month: May
Pages: 3363-3372