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Formal Concept Analysis

  • Kartonierter Einband
  • 341 Seiten
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Leseprobe
The discipline of formal concept analysis (FCA) is concerned with the form- ization of concepts and conceptual thinking. Built on ... Weiterlesen
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Beschreibung

The discipline of formal concept analysis (FCA) is concerned with the form- ization of concepts and conceptual thinking. Built on the solid foundation of lattice and order theory, FCA is ?rst and foremost a mathematical discipline. However,its motivation andguiding principles arebasedon strongphilosophical underpinnings. In practice, FCA provides a powerful framework for the qua- tative, formal analysis of data, as demonstrated by numerous applications in diverse areas. Likewise, it emphasizes the aspect of human-centered information processing by employing visualization techniques capable of revealing inherent structure in data in an intuitively graspable way. FCA thereby contributes to structuring and navigating the ever-growing amount of information available in our evolving information society and supports the process of turning data into information and ultimately into knowledge. In response to an expanding FCA community, the International Conference on Formal Concept Analysis (ICFCA) was established to provide an annual opportunity for the exchange of ideas. Previous ICFCA conferences were held in Darmstadt (2003), Sydney (2004), Lens (2005), Dresden (2006), Clermont- Ferrand (2007), as well as Montreal (2008) and are evidence of vivid ongoing interest and activities in FCA theory and applications. ICFCA 2009 took place during May 2124 at the University of Applied S- ences in Darmstadt. Beyond serving as a host of the very ?rst ICFCA in 2003, Darmstadt can be seen as the birthplace of FCA itself, where this discipline was introduced in the early 1980s and elaborated over the subsequent decades.

Klappentext

This book constitutes the refereed proceedings of the 7th International Conference on Formal Concept Analysis, ICFCA 2009, held in Darmstadt, Germany, in May 2009.

The 15 revised full papers presented were carefully reviewed and selected from 29 submissions for inclusion in the book. The papers comprise state of the art research and present new results in Formal Concept Analysis and related fields. These results range from theoretical novelties to advances in FCA-related algorithmic issues, as well as application domains of FCA such as data visualization, information retrieval, machine learning, data analysis and knowledge management.



Inhalt
Invited Talks.- Usability Issues in Description Logic Knowledge Base Completion.- Concept Lattice Orbifolds First Steps.- The Advent of Formal Diagrammatic Reasoning Systems.- The Logic of Learning.- What Can Formal Concept Analysis Do for Data Warehouses?.- Time and Logic: A.N. Prior's Formal Analysis of Temporal Concepts.- Can Ontology Inform Ontologies?.- Theory.- Factor Analysis of Incidence Data via Novel Decomposition of Matrices.- A Unified Hierarchy for Functional Dependencies, Conditional Functional Dependencies and Association Rules.- Robust Elements in Rough Set Abstractions.- Some Computational Problems Related to Pseudo-intents.- Algorithms.- Exploring Finite Models in the Description Logic .- Yet a Faster Algorithm for Building the Hasse Diagram of a Concept Lattice.- Context Graphs Representing Formal Concepts by Connected Subgraphs.- Handling Large Formal Context Using BDD Perspectives and Limitations.- Applications.- A Novel Approach to Cell Formation.- Identifying Ecological Traits: A Concrete FCA-Based Approach.- A Concept Lattice-Based Kernel for SVM Text Classification.- Two FCA-Based Methods for Mining Gene Expression Data.- Ontology-Based Formal Concept Differences Analysis in Radiology Report Impact by the Adoption of PACS.- Revisiting the Potentialities of a Mechanical Thesaurus.- FCA-Based Two Dimensional Pattern Matching.- History.- RESTRUCTURING LATTICE THEORY: AN APPROACH BASED ON HIERARCHIES OF CONCEPTS.

Produktinformationen

Titel: Formal Concept Analysis
Untertitel: 7th International Conference, ICFCA 2009 Darmstadt, Germany, May 21-24, 2009 Proceedings
Editor:
EAN: 9783642018145
ISBN: 978-3-642-01814-5
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Mathematik
Anzahl Seiten: 341
Gewicht: 540g
Größe: H19mm x B235mm x T155mm
Jahr: 2009
Untertitel: Englisch
Auflage: 2009

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