Conceptual Exploration

Authors: Ganter, Bernhard, Obiedkov, Sergei

Free Preview
  • Self contained, with numerous examples
  • Research, but nevertheless practical
  • A broad methodology of conceptual knowledge acquisition
see more benefits

Buy this book

eBook 107,09 €
price for Spain (gross)
  • ISBN 978-3-662-49291-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-662-49290-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-662-56999-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.

About the authors

Bernhard Ganter is emeritus professor of mathematics at Technische Universität Dresden, Germany. His main research field is Formal Concept Analysis.
Sergei Obiedkov is an associate professor at the National Research University Higher School of Economics, Moscow. His research covers topics in data analysis and artificial intelligence, including logical and algorithmic aspects.

Reviews

“The book reads smoothly, emphasizes examples over theorems, and has pictures (mainly of concept lattices) and tables galore. … I thus recommend it to all researchers concerned with FCA or query learning.” (Marcel Wild, Mathematical Reviews, May, 2017)

“The book is a very pleasant and interesting reading on attribute exploration from formal concept analysis. Reading it, I felt that all the theoretical background is thoroughly described and always accompanied with many explanations. It also abounds in very illustrative examples, whose solutions are given step by step. … This is a book written with a lot of enthusiasm all of which will be transferred to its readers.” (Catalin Stoean, zbMATH 1357.68004, 2017)


Table of contents (6 chapters)

  • Concept lattices

    Ganter, Bernhard (et al.)

    Pages 1-38

    Preview Buy Chapter 30,19 €
  • An algorithm for closure systems

    Ganter, Bernhard (et al.)

    Pages 39-85

    Preview Buy Chapter 30,19 €
  • The canonical basis

    Ganter, Bernhard (et al.)

    Pages 87-124

    Preview Buy Chapter 30,19 €
  • Attribute exploration

    Ganter, Bernhard (et al.)

    Pages 125-185

    Preview Buy Chapter 30,19 €
  • Exploring data tables

    Ganter, Bernhard (et al.)

    Pages 187-236

    Preview Buy Chapter 30,19 €

Buy this book

eBook 107,09 €
price for Spain (gross)
  • ISBN 978-3-662-49291-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-662-49290-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-662-56999-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Conceptual Exploration
Authors
Copyright
2016
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-49291-8
DOI
10.1007/978-3-662-49291-8
Hardcover ISBN
978-3-662-49290-1
Softcover ISBN
978-3-662-56999-3
Edition Number
1
Number of Pages
XVII, 315
Number of Illustrations
148 b/w illustrations
Topics