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Formal Concept Analysis: Foundations and Applications: Lecture Notes in Computer Science, cartea 3626

Editat de Bernhard Ganter, Gerd Stumme, Rudolf Wille
en Limba Engleză Paperback – 14 iul 2005
Formal concept analysis has been developed as a field of applied mathematics based on the mathematization of concept and concept hierarchy. It thereby allows us to mathematically represent, analyze, and construct conceptual structures. The formal concept analysis approach has been proven successful in a wide range of application fields.
This book constitutes a comprehensive and systematic presentation of the state of the art of formal concept analysis and its applications. The first part of the book is devoted to foundational and methodological topics. The contributions in the second part demonstrate how formal concept analysis is successfully used outside of mathematics, in linguistics, text retrieval, association rule mining, data analysis, and economics. The third part presents applications in software engineering.
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Specificații

ISBN-13: 9783540278917
ISBN-10: 3540278915
Pagini: 364
Ilustrații: X, 349 p.
Dimensiuni: 156 x 234 x 19 mm
Greutate: 0.51 kg
Ediția:2005
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Foundations.- Formal Concept Analysis as Mathematical Theory of Concepts and Concept Hierarchies.- Semiconcept and Protoconcept Algebras: The Basic Theorems.- Features of Interaction Between Formal Concept Analysis and Algebraic Geometry.- From Formal Concept Analysis to Contextual Logic.- Contextual Attribute Logic of Many-Valued Attributes.- Treating Incomplete Knowledge in Formal Concept Analysis.- States, Transitions, and Life Tracks in Temporal Concept Analysis.- Applications.- Linguistic Applications of Formal Concept Analysis.- Using Concept Lattices for Text Retrieval and Mining.- Efficient Mining of Association Rules Based on Formal Concept Analysis.- Galois Connections in Data Analysis: Contributions from the Soviet Era and Modern Russian Research.- Conceptual Knowledge Processing in the Field of Economics.- Software Engineering.- A Survey of Formal Concept Analysis Support for Software Engineering Activities.- Concept Lattices in Software Analysis.- Formal Concept Analysis Used for Software Analysis and Modelling.- Formal Concept Analysis-Based Class Hierarchy Design in Object-Oriented Software Development.- The ToscanaJ Suite for Implementing Conceptual Information Systems.

Caracteristici

Includes supplementary material: sn.pub/extras