TY  - BOOK
AU  - Ganter,Bernhard
AU  - Obiedkov,Sergei
ED  - SpringerLink (Online service)
TI  - Conceptual Exploration
SN  - 9783662492918
AV  - QA76.9.D343 
U1  - 006.312 23
PY  - 2016///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg, Imprint: Springer
KW  - Computer science
KW  - Data mining
KW  - Algebra
KW  - Ordered algebraic structures
KW  - Computer Science
KW  - Data Mining and Knowledge Discovery
KW  - Order, Lattices, Ordered Algebraic Structures
N1  - What to expect from this book -- Concept lattices -- An algorithm for closure systems -- The canonical basis -- Attribute exploration -- Non-implicational background knowledge -- Enhancing the expressive power -- Relational Exploration -- Concept exploration
N2  - This is the first textbook on attribute exploration, its theory, its algorithms for applications, and some of its many possible generalizations. Attribute exploration is useful for acquiring structured knowledge through an interactive process, by asking queries to an expert. Generalizations that handle incomplete, faulty, or imprecise data are discussed, but the focus lies on knowledge extraction from a reliable information source. The method is based on Formal Concept Analysis, a mathematical theory of concepts and concept hierarchies, and uses its expressive diagrams. The presentation is self-contained. It provides an introduction to Formal Concept Analysis with emphasis on its ability to derive algebraic structures from qualitative data, which can be represented in meaningful and precise graphics
UR  - http://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-662-49291-8
ER  -