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Formal Concept Analysis

Name: Formal Concept Analysis
Brand: Springer, Berlin
SKU: 9783031634215
Price: 352.72 RON
Availability: InStock

Mathematical Foundations

Autor: Bernhard Ganter, Rudolf Wille

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Legare: Copertă tare

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

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Formal Concept Analysis is a field of applied mathematics based on the mathematization of concept an...

Informații despre carte

Autor

Bernhard Ganter, Rudolf Wille

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2024

Pagini

350

EAN

9783031634215

Enbook ID

46017561

Editura

Springer, Berlin

Greutate

684

Dimensiuni

155 x 235

Descriere completă

Formal Concept Analysis is a field of applied mathematics based on the mathematization of concept and conceptual hierarchy. It thereby activates mathematical thinking for conceptual data analysis and knowledge processing. The underlying notion of "concept" evolved early in the philosophical theory of concepts and still has effects today. In mathematics it played a special role during the emergence of mathematical logic in the 19th century. Subsequently, however, it had virtually no impact on mathematical thinking. It was not until 1979 that the topic was revisited and treated more thoroughly.Since then, Formal Concept Analysis has fully emerged, sparking a multitude of publications for which the first edition of this textbook established itself as the standard reference in the literature, with a total of 10000+ citations. This is the second edition, revised and extended, of the textbook published originally in German (1996) and translated into English (1999), giving a systematic presentation of the mathematical foundations while also focusing on their possible applications for data analysis and knowledge processing. In times of digital knowledge processing, formal methods of conceptual analysis are gaining in importance. The book makes the basic theory for such methods accessible in a compact form, and presents graphical methods for representing concept systems that have proved themselves essential in communicating knowledge.The textbook complements each chapter with further notes, references and trends, putting the work in modern context and highlighting potential directions for further research. Additionally, the book contains an entirely new chapter on contextual concept logic, including a section on description logics and relational concept analysis. As such, it should be a valuable resource for students, instructors and researchers at the crossroads of subject areas like Applied and Discrete Mathematics, Logics, Theoretical Computer Science, Knowledge Processing, Data Science, and is meant to be used both for research and in class, as a teaching resource.