國立虎尾科技大學 |

Conceptual exploration

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Conceptual exploration/ by Bernhard Ganter, Sergei Obiedkov.
Author:	Ganter, Bernhard.
other author:	Obiedkov, Sergei.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg : : 2016.,
Description:	xvii, 315 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Attribute focusing (Data mining) -
Online resource:	http://dx.doi.org/10.1007/978-3-662-49291-8
ISBN:	9783662492918

Conceptual exploration
Ganter, Bernhard.

Conceptual exploration[electronic resource] /by Bernhard Ganter, Sergei Obiedkov. - Berlin, Heidelberg :Springer Berlin Heidelberg :2016. - xvii, 315 p. :ill., digital ;24 cm.

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.

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.

ISBN: 9783662492918

Standard No.: 10.1007/978-3-662-49291-8doiSubjects--Topical Terms:

1108798
Attribute focusing (Data mining)

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Conceptual exploration
LDR:02033nam a2200325 a 4500 001 864154
003 DE-He213
005 20161024142136.0
006 m d
007 cr nn 008maaau
008 170720s2016 gw s 0 eng d
020 $a 9783662492918 $q (electronic bk.)
020 $a 9783662492901 $q (paper)
024 7 $a 10.1007/978-3-662-49291-8 $2 doi
035 $a 978-3-662-49291-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D343
072 7 $a UNF $2 bicssc
072 7 $a UYQE $2 bicssc
072 7 $a COM021030 $2 bisacsh
082 0 4 $a 006.312 $2 23
090 $a QA76.9.D343 $b G211 2016
100 1 $a Ganter, Bernhard. $3 674658
245 1 0 $a Conceptual exploration $h [electronic resource] / $c by Bernhard Ganter, Sergei Obiedkov.
260 $a Berlin, Heidelberg : $c 2016. $b Springer Berlin Heidelberg : $b Imprint: Springer,
300 $a xvii, 315 p. : $b ill., digital ; $c 24 cm.
505 0 $a 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.
520 $a 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.
650 0 $a Attribute focusing (Data mining) $3 1108798
650 0 $a Mathematical analysis. $3 527926
650 0 $a Concept mapping. $3 898096
650 1 4 $a Computer Science. $3 593922
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Order, Lattices, Ordered Algebraic Structures. $3 670104
700 1 $a Obiedkov, Sergei. $3 678757
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-3-662-49291-8
950 $a Computer Science (Springer-11645)