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Formal Concept Analysis

15th International Conference, ICFCA 2019, Frankfurt, Germany, June 25–28, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Diana Cristea

    1. Babeș-Bolyai University, Cluj-Napoca, Romania

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  2. Florence Le Ber

    1. University of Strasbourg, ENGEES, Strasbourg, France

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  3. Baris Sertkaya

    1. Frankfurt University of Applied Sciences, Frankfurt, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11511)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICFCA 2019.

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Table of contents (24 papers)

  1. Front Matter

    Pages i-xiii
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  2. Invited Papers

    1. Front Matter

      Pages 1-1
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    2. Elements About Exploratory, Knowledge-Based, Hybrid, and Explainable Knowledge Discovery

      • Miguel Couceiro, Amedeo Napoli
      Pages 3-16

    3. Too Much Information: Can AI Cope with Modern Knowledge Graphs?

      • Markus Krötzsch
      Pages 17-31

    4. Learning Implications from Data and from Queries

      • Sergei Obiedkov
      Pages 32-44

    5. Concepts in Application Context

      • Steffen Staab
      Pages 45-52

  3. Theory

    1. Front Matter

      Pages 53-53
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    2. Direct and Binary Direct Bases for One-Set Updates of a Closure System

      • Kira Adaricheva, Taylor Ninesling
      Pages 55-72

    3. Reduction and Introducers in d-contexts

      • Alexandre Bazin, Giacomo Kahn
      Pages 73-88

    4. Dualization in Lattices Given by Implicational Bases

      • Oscar Defrain, Lhouari Nourine
      Pages 89-98

    5. “Properties of Finite Lattices” by S. Reeg and W. Weiß, Revisited

      • Bernhard Ganter
      Pages 99-109

    6. Joining Implications in Formal Contexts and Inductive Learning in a Horn Description Logic

      • Francesco Kriegel
      Pages 110-129

    7. Lattices of Orders

      • Christian Meschke
      Pages 130-151

  4. Methods and Applications

    1. Front Matter

      Pages 153-153
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    2. On-demand Relational Concept Analysis

      • Alexandre Bazin, Jessie Carbonnel, Marianne Huchard, Giacomo Kahn, Priscilla Keip, Amirouche Ouzerdine
      Pages 155-172

    3. Mining Formal Concepts Using Implications Between Items

      • Aimene Belfodil, Adnene Belfodil, Mehdi Kaytoue
      Pages 173-190

    4. Effects of Input Data Formalisation in Relational Concept Analysis for a Data Model with a Ternary Relation

      • Priscilla Keip, Alain Gutierrez, Marianne Huchard, Florence Le Ber, Samira Sarter, Pierre Silvie et al.
      Pages 191-207

    5. Parallelization of the GreConD Algorithm for Boolean Matrix Factorization

      • Petr Krajča, Martin Trnecka
      Pages 208-222

    6. Simultaneous, Polynomial-Time Layout of Context Bigraph and Lattice Digraph

      • Tim Pattison, Aaron Ceglar
      Pages 223-240

    7. Using Redescriptions and Formal Concept Analysis for Mining Definitions in Linked Data

      • Justine Reynaud, Yannick Toussaint, Amedeo Napoli
      Pages 241-256
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About this book

This book constitutes the proceedings of the 15th International Conference on Formal Concept Analysis, ICFCA 2019, held in Frankfurt am Main, Germany, in June 2019.

The 15 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 36 submissions. The book also contains four invited contributions in full paper length.

The field of Formal Concept Analysis (FCA) originated in the 1980s in Darmstadt as a subfield of mathematical order theory, with prior developments in other research groups. Its original motivation was to consider complete lattices as lattices of concepts, drawing motivation from philosophy and mathematics alike. FCA has since then developed into a wide research area with applications much beyond its original motivation, for example in logic, data mining, learning, and psychology.

Editors and Affiliations

  • Babeș-Bolyai University, Cluj-Napoca, Romania

    Diana Cristea

  • University of Strasbourg, ENGEES, Strasbourg, France

    Florence Le Ber

  • Frankfurt University of Applied Sciences, Frankfurt, Germany

    Baris Sertkaya

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