Conceptual Knowledge Structures: Second International Joint Conference, CONCEPTS 2025, Cluj-Napoca, Romania,...

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Peggy Cellier Bernhard Ganter

Conceptual Knowledge Structures

Second International Joint Conference, CONCEPTS 2025, Cluj-Napoca, Romania, September 8–12,...

Peggy Cellier, Bernhard Ganter, Rokia Missaoui

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English

Springer Nature Switzerland AG
06 September 2025

Computing: general; Computer hardware; Mathematical theory of computation; Artificial intelligence

Series: Lecture Notes in Computer Science

This book constitutes the refereed proceedings of the Second International Joint Conference on Conceptual Knowledge Structures, CONCEPTS 2025, held in Cluj-Napoca, Romania, during September 8–12, 2025.

The 25 full papers and 2 short papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in topical sections as follows: Methodology; Patterns, Clusters, Visualization and Software; Data Analysis; and Theory.

Edited by: Peggy Cellier, Bernhard Ganter, Rokia Missaoui
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783032033635
ISBN 10: 3032033632
Series: Lecture Notes in Computer Science
Pages: 438
Publication Date: 06 September 2025
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

.- Methodology. .- Conceptual Topic Aggregation. .- The Geometric Structure of Topic Models .- Relational Concept Analysis and Graph-FCA in Practice: Analyzing Multirelational Data. .- Reduced Subcontext Completion in Lattices and Concept Lattices. .- Limitations of attribute derivations for approximating user-based attribute weighting. .- Moregraph: Metadata-driven Enterprise Architecture using Conceptual Structures. .- LLM-Assisted Concept Analysis for Class Model Restructuring. .- Empowering Relational Concept Analysis using Large Language Model knowledge delivery. .- Patterns, Clusters, Visualization and Software. .- Towards Explainable Clustering in Process Mining and Sequential Pattern Mining: A Formal Framework. .- A Proposal for Building a Compact and Tunable Representation of a Concept Lattice Based on Clustering. .- Atomic Patterns for Efficient Computation with Pattern Structures. .- Layout Decisions for Tabular Euler Diagrams. .- Spanning Concept Trees: Enhanced Algorithm and Visualisation. .- Closure versus Dualization: A Comparison of Software Tools for Formal Concept Analysis. .- Data Analysis. .- Comparative analysis of COVID-19 vaccines applied in Mexico through FCA. .- Metatheoretic Structuralism Meets Formal Concept Analysis. .- Qualitative and Quantitative Analyses of C. elegans’ Perception with Concept Lattices as Information Channels. .- Image processing in Boolean matrix factorization. .- On distance functions between closure systems and their application in industrial maps. .- Theory. .- When Horn is All You Need. .- Rational Inference in Formal Concept Analysis. .- Incomplete Formal Contexts and their Intrinsic Dimension. .- The E-base of finite semidistributive lattices. .- A Data Model for Relational Concept Algebras. .- Rises for Measuring Local Distributivity in Lattices. .- A Stone duality for pure and trivial double Boolean algebras. .- Concept multilattices with truth-stressing hedges.