000 02699nam a22004815i 4500
001 978-3-662-49291-8
003 DE-He213
005 20180206183102.0
007 cr nn 008mamaa
008 160526s2016 gw | s |||| 0|eng d
020 _a9783662492918
_9978-3-662-49291-8
050 4 _aQA76.9.D343
072 7 _aUNF
_2bicssc
072 7 _aUYQE
_2bicssc
072 7 _aCOM021030
_2bisacsh
082 0 4 _a006.312
_223
100 1 _aGanter, Bernhard.
_eauthor.
245 1 0 _aConceptual Exploration
_h[recurso electrónico] /
_cby Bernhard Ganter, Sergei Obiedkov.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2016.
300 _aXVII, 315 p. 148 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _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.
520 _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.
650 0 _aComputer science.
650 0 _aData mining.
650 0 _aAlgebra.
650 0 _aOrdered algebraic structures.
650 1 4 _aComputer Science.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aOrder, Lattices, Ordered Algebraic Structures.
700 1 _aObiedkov, Sergei.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783662492901
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-662-49291-8
912 _aZDB-2-SCS
942 _cLIBRO_ELEC
999 _c227181
_d227181