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Ontologies and Concepts in Mind and Machine

25th International Conference on Conceptual Structures, ICCS 2020, Bolzano, Italy, September 18–20, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Mehwish Alam

    1. FIZ Karlsruhe – Leibniz Institute for Information Infrastructure, Karlsruhe, Germany

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  2. Tanya Braun

    1. Institute of Information Systems, University of Lübeck, Lübeck, Germany

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    You can also search for this editor in PubMed   Google Scholar

  3. Bruno Yun

    1. Department of Computing Science, University of Aberdeen, Aberdeen, UK

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12277)

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

Included in the following conference series:

Conference proceedings info: ICCS 2020.

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About this book

This book constitutes the proceedings of the 25th International Conference on Conceptual Structures, ICCS 2020, held in Bolzano, Italy, in September 2020.*

The 10 full papers, 5 short papers and 1 poster paper presented were carefully reviewed and selected from 24 submissions. The proceedings also include two keynotes and two tutorials. The papers focus on the representation of and reasoning with conceptual structures in a variety of contexts. The topics of this year's conference range from formal concept analysis to decision making, from machine learning to natural language processing.

*The conference was held virtually due to the COVID-19 pandemic.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Knowledge Bases

    1. Front Matter

      Pages 1-1
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    2. A Formalism Unifying Defeasible Logics and Repair Semantics for Existential Rules

      • Abdelraouf Hecham, Pierre Bisquert, Madalina Croitoru
      Pages 3-17

    3. Using Grammar-Based Genetic Programming for Mining Disjointness Axioms Involving Complex Class Expressions

      • Thu Huong Nguyen, Andrea G. B. Tettamanzi
      Pages 18-32

    4. An Incremental Algorithm for Computing All Repairs in Inconsistent Knowledge Bases

      • Bruno Yun, Madalina Croitoru
      Pages 33-47

    5. Knowledge-Based Matching of n-ary Tuples

      • Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet
      Pages 48-56

  3. Conceptual Structures

    1. Front Matter

      Pages 57-57
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    2. Some Programming Optimizations for Computing Formal Concepts

      • Simon Andrews
      Pages 59-73

    3. Preventing Overlaps in Agglomerative Hierarchical Conceptual Clustering

      • Quentin Brabant, Amira Mouakher, Aurélie Bertaux
      Pages 74-89

    4. Interpretable Concept-Based Classification with Shapley Values

      • Dmitry I. Ignatov, Léonard Kwuida
      Pages 90-102

    5. Pruning in Map-Reduce Style CbO Algorithms

      • Jan Konecny, Petr Krajča
      Pages 103-116

    6. Pattern Discovery in Triadic Contexts

      • Rokia Missaoui, Pedro H. B. Ruas, Léonard Kwuida, Mark A. J. Song
      Pages 117-131

    7. Characterizing Movie Genres Using Formal Concept Analysis

      • Raji Ghawi, Jürgen Pfeffer
      Pages 132-141

  4. Reasoning Models

    1. Front Matter

      Pages 143-143
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    2. Restricting the Maximum Number of Actions for Decision Support Under Uncertainty

      • Marcel Gehrke, Tanya Braun, Simon Polovina
      Pages 145-160

    3. Vocabulary-Based Method for Quantifying Controversy in Social Media

      • Juan Manuel Ortiz de Zarate, Esteban Feuerstein
      Pages 161-176

    4. Multi-label Learning with a Cone-Based Geometric Model

      • Mena Leemhuis, Özgür L. Özçep, Diedrich Wolter
      Pages 177-185

    5. Conceptual Reasoning for Generating Automated Psychotherapeutic Responses

      • Graham Mann, Beena Kishore, Pyara Dhillon
      Pages 186-194

    6. Benchmarking Inference Algorithms for Probabilistic Relational Models

      • Tristan Potten, Tanya Braun
      Pages 195-203

    7. Analyzing Psychological Similarity Spaces for Shapes

      • Lucas Bechberger, Margit Scheibel
      Pages 204-207
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Other volumes

  1. Ontologies and Concepts in Mind and Machine

Editors and Affiliations

  • FIZ Karlsruhe – Leibniz Institute for Information Infrastructure, Karlsruhe, Germany

    Mehwish Alam

  • Institute of Information Systems, University of Lübeck, Lübeck, Germany

    Tanya Braun

  • Department of Computing Science, University of Aberdeen, Aberdeen, UK

    Bruno Yun

Bibliographic Information

  • Book Title: Ontologies and Concepts in Mind and Machine

  • Book Subtitle: 25th International Conference on Conceptual Structures, ICCS 2020, Bolzano, Italy, September 18–20, 2020, Proceedings

  • Editors: Mehwish Alam, Tanya Braun, Bruno Yun

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-57855-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Softcover ISBN: 978-3-030-57854-1Published: 13 August 2020

  • eBook ISBN: 978-3-030-57855-8Published: 10 September 2020

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIV, 209

  • Number of Illustrations: 154 b/w illustrations, 16 illustrations in colour

  • Topics: Artificial Intelligence, Mathematical Logic and Formal Languages, Database Management, Computer Applications

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