Conceptual exploration
Ganter, Bernhard ; Obiedkov, Sergei 2016 Springer
- Kaufen
-
Jetzt kaufen bei
- Link zu diesem Datensatz
- https://d-nb.info/108031914X
- Titel
- Conceptual exploration
- Art des Inhalts
- Monographie
- Verfassangaben
- Bernhard Ganter, Sergei Obiedkov
- Autor(en)
- Organisation(en)
-
- Springer-Verlag GmbH
- Auflage
- [1st ed.]
- Verlag
- Berlin : Springer [[2016]]
- Jahr
- Erscheinungsdatum: 2016
- Umfang/Format
- xvii, 315 Seiten
- ISBN/Einband/Preis
9783662492901- Online
- http://deposit.dnb.de/cgi-bin/dokserv?id=4f18a9212d074f97abb367eed0b00ec5&pro…
- Sprache
- eng
- Schlagwörter
-
- Formale Begriffsanalyse
- Begriffsverband
- Wissenserwerb
- Data Mining
- Data science
- Formal concept analysis
- Implication theories
- Knowledge Acquisition
- Mathematical method
- (Springer Marketing Classification)B
- (Springer Subject Code)SCI18030: Data Mining and Knowledge Discovery
- (Springer Subject Code)SCM11124: Order, Lattices, Ordered Algebraic Structures
- (Springer Subject Collection)SUCO11645: Computer Science
- Stand
- 02.12.2017 15:30
- Im Katalog seit
- 06.03.2026
Beschreibung vom Verlag
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.