Conceptual Exploration (Paperback, Softcover reprint of the original 1st ed. 2016)

This is the first textbook on attribute exploration, its theory, its algorithms forapplications, and some of its many possible generalizations. Attribute explorationis useful for acquiring structured knowledge through an interactive process, byasking queries to an expert. Generalizations that handle incomplete, faulty, orimprecise data are discussed, but the focus lies on knowledge extraction from areliable information source.The method is based on Formal Concept Analysis, a mathematical theory ofconcepts and concept hierarchies, and uses its expressive diagrams. The presentationis self-contained. It provides an introduction to Formal Concept Analysiswith emphasis on its ability to derive algebraic structures from qualitative data,which can be represented in meaningful and precise graphics.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Release date:	May 2018
First published:	2016
Authors:	Bernhard Ganter • Sergei Obiedkov
Dimensions:	235 x 155 x 18mm (L x W x T)
Format:	Paperback
Pages:	315
Edition:	Softcover reprint of the original 1st ed. 2016
ISBN-13:	978-3-662-56999-3
Categories:	Books > Science & Mathematics > Mathematics > Algebra > General Books > Computing & IT > Applications of computing > Databases > Data mining
LSN:	3-662-56999-X
Barcode:	9783662569993

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