LEADER 02654nam  22004815  450 
001 9910254982003321
005 20260810115749.0
010   $a3-662-49291-1
024 7 $a10.1007/978-3-662-49291-8
035   $a(CKB)3710000000718372
035   $a(DE-He213)978-3-662-49291-8
035   $a(MiAaPQ)EBC4533445
035   $a(PPN)194075141
035   $a(EXLCZ)993710000000718372
100   $a20160526d2016      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aConceptual Exploration /$fby Bernhard Ganter, Sergei Obiedkov
205   $a1st ed. 2016.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2016.
215   $a1 online resource (XVII, 315 p. 148 illus.) 
311 08$a3-662-49290-3 
320   $aIncludes bibliographical references and index.
327   $aWhat 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. .
330   $aThis 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.
606   $aData mining
606   $aAlgebra
606   $aData Mining and Knowledge Discovery
606   $aOrder, Lattices, Ordered Algebraic Structures
615  0$aData mining.
615  0$aAlgebra.
615 14$aData Mining and Knowledge Discovery.
615 24$aOrder, Lattices, Ordered Algebraic Structures.
676   $a006.312
700   $aGanter$b Bernhard$4aut$4http://id.loc.gov/vocabulary/relators/aut$0117759
702   $aObiedkov$b Sergei$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910254982003321
996   $aConceptual Exploration$92288980
997   $aUNINA