Formal Concept Analysis: Foundations and Applications

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Bernhard Ganter, Gerd Stumme, Rudolf Wille
Springer, 11.07.2005 - 349 Seiten
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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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Inhalt

Foundations
1
The Basic Theorems
34
Features of Interaction Between Formal Concept Analysis
49
From Formal Concept Analysis to Contextual Logic
81
Contextual Attribute Logic of ManyValued Attributes
101
Treating Incomplete Knowledge in Formal Concept Analysis
114
States Transitions and Life Tracks in Temporal Concept Analysis
127
Linguistic Applications of Formal Concept Analysis
149
Contributions from the Soviet
196
Conceptual Knowledge Processing in the Field of Economics
226
A Survey of Formal Concept Analysis Support
250
Concept Lattices in Software Analysis
272
Formal Concept Analysis Used for Software Analysis and Modelling
288
Formal Concept AnalysisBased Class Hierarchy Design
302
The ToscanaJ Suite for Implementing Conceptual Information Systems
324
Author Index
349

Software Engineering
179
Efficient Mining of Association Rules Based on Formal Concept Analysis
180

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Über den Autor (2005)

Ganter-Technische Universitat, Dresden, Germany

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