附註:Includes bibliographical references and index.
Preconcept Algebras and Generalized Double Boolean Algebras -- Protoconcept Graphs: The Lattice of Conceptual Contents -- Signs and Formal Concepts -- A Mathematical Model for TOSCANA-Systems: Conceptual Data Systems -- BLID: An Application of Logical Information Systems to Bioinformatics -- Formal Concept Analysis: Its Role in Teaching Lattice Theory -- Concept Lattices for Information Visualization: Can Novices Read Line-Diagrams? -- Browsing Search Results via Formal Concept Analysis: Automatic Selection of Attributes -- Formal Concept Analysis and Semantic File Systems -- Numerical Analysis in Conceptual Systems with ToscanaJ -- Tool Support for FCA -- Automated Lattice Drawing -- Congruences of Finite Distributive Concept Algebras -- When Is a Concept Algebra Boolean? -- Background Knowledge in Concept Graphs -- Agreement Contexts in Formal Concept Analysis -- Towards a Conceptual Theory of Indistinguishable Objects -- Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies -- A First Step towards Protoconcept Exploration -- Geometry of Data Tables -- Concept Extensions and Weak Clusters Associated with Multiway Dissimilarity Measures -- Unlocking the Semantics of Roget's Thesaurus Using Formal Concept Analysis -- FCA in Knowledge Technologies: Experiences and Opportunities -- Applying Formal Concept Analysis to Description Logics -- Machine Learning and Formal Concept Analysis -- A Comparative Study of FCA-Based Supervised Classification Algorithms -- Modelling Tacit Knowledge via Questionnaire Data -- Predicate Invention and the Revision of First-Order Concept Lattices -- The Power of Peircean Algebraic Logic (PAL) -- Formal Concept Analysis for Knowledge Discovery and Data Mining: The New Challenges -- AddIntent: A New Incremental Algorithm for Constructing Concept Lattices -- QuDA: Applying Formal Concept Analysis in a Data Mining Environment -- A Parallel Algorithm to Generate Formal Concepts for Large Data -- Using Concept Lattices
摘要:This book constitutes the refereed proceedings of the Second International Conference on Formal Concept Analysis, ICFCA 2004, held in Sydney, Australia in February 2004. The 27 revised full papers presented together with 7 invited papers were carefully reviewed and selected for inclusion in the book. Formal concept analysis emerged out of efforts to restructure lattice theory and has been extended into attribute exploration, Boolean judgment, and contextual logics in order to create a powerful general framework for knowledge representation and formal reasoning; among the application areas of formal concept analysis are data and knowledge processing, data visualization, information retrieval, machine learning, data analysis, and knowledge management. The papers in this book address all current issues in formal concept analysis, ranging from foundational and methodological issues to applications in various fields.
