<p>This is the first textbook on formal concept analysis. It gives a systematic presentation of the mathematical foundations and their relations to applications in computer science, especially in data analysis and knowledge processing. Above all, it presents graphical methods for representing concep
Formal Concept Analysis: Mathematical Foundations
β Scribed by Bernhard Ganter, Rudolf Wille
- Publisher
- Springer Nature Switzerland
- Year
- 2024
- Tongue
- English
- Leaves
- 375
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Table of Contents
to the first edition
to the second edition
Acknowledgements
Contents
Chapter 0 Order-theoretic foundations
0.1 Ordered sets
0.2 Complete lattices
0.3 Closure operators
0.4 Galois connections
0.5 Notes, references, and trends
Chapter 1 Concept lattices of formal contexts
1.1 Formal context and formal concept
1.2 Formal context and concept lattice
1.3 Context constructions
1.4 Conceptual scaling of many-valued contexts
1.5 Notes, references, and trends
Chapter 2 Determination and representation
2.1 All formal concepts of a formal context
2.2 Diagrams of concept lattices
2.3 Implications
2.4 Clauses and dependencies
2.5 Notes, references, and trends
Chapter 3 Parts, factors, and bonds
3.1 Subcontexts
3.2 Complete congruences and tolerances
3.3 Closed subrelations
3.4 Bonds and connections
3.5 Notes, references, and trends
Chapter 4 Decompositions of concept lattices
4.1 Subdirect decompositions
4.2 Atlas decompositions
4.3 Substitution
4.4 Tensorial decompositions
4.5 Notes, references, and trends
Chapter 5 Constructions of concept lattices
5.1 Subdirect product constructions
5.2 Gluings
5.3 Local doubling
5.4 Tensorial constructions
5.5 Notes, references, and trends
Chapter 6 Properties of concept lattices
6.1 Size and breadth
6.2 Distributivity, modularity and semimodularity
6.3 Semidistributivity and local distributivity
6.4 Dimension
6.5 Notes, references, and trends
Chapter 7 Context comparison and conceptual measurement
7.1 Automorphisms and foldings
7.2 Morphisms
7.3 Scale measures
7.4 Measurability theorems
7.5 Notes, references, and trends
Chapter 8 Contextual concept logic
8.1 Contextual attribute logic
8.2 Pre-, proto-, and semiconcepts
8.3 Concept algebras
8.4 Contextual logic with relations
8.5 Notes, references, and trends
References
Formal contexts and concept lattices in this book
Index
π SIMILAR VOLUMES
<p><P>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 succe
<p><span>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 su
<p>The book studies the existing and potential connections between Social Network Analysis (SNA) and Formal Concept Analysis (FCA) by showing how standard SNA techniques, usually based on graph theory, can be supplemented by FCA methods, which rely on lattice theory.<p></p><p></p>The book presents c
<span>FCA is an important formalism that is associated with a variety of research areas such as lattice theory, knowledge representation, data mining, machine learning, and semantic Web.Β It is successfully exploited in an increasing number of application domains such as software engineering, informa
<span>FCA is an important formalism that is associated with a variety of research areas such as lattice theory, knowledge representation, data mining, machine learning, and semantic Web.Β It is successfully exploited in an increasing number of application domains such as software engineering, informa