| Vol-3251 urn:nbn:de:0074-3251-3 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# CaKR2022
Cognitive Aspects of Knowledge Representation (IJCAI-ECAI Workshop) 2022

### Proceedings of the Workshop on Cognitive Aspects of Knowledge Representation
co-located with the 31st international join conference on artificial intelligence (IJCAI-ECAI 2022)

### Vienna, Austria, July 23, 2022.

Edited by

### Jesse Heyninck *
Thomas Meyer, **
Marco Ragni, ***
Matthias Thimm, ****
Gabriele Kern-Isberner *****

* Open Universiteit, Department of Computer Science, Heerlen, the Netherlands
** University of Cape Town, Knowledge Representation and Reasoning Group, Cape Town, South-Africa
*** Technische Universität Chemnitz, Chemnitz, Germany
**** FernUniversität in Hagen, Artificial Intelligence Group, Hagen, Germany
***** Technische Universität Dortmund, Information Engineering Group, Dortmund, Germany

## Table of Contents

- Preface
  Summary: There were 11 papers submitted for peer-review to this workshop. Out of these, 9 papers were accepted for this volume, 5 as regular papers and 4 as short papers.

### Full Papers

- Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
  Greta Warren, Mark T. Keane, Ruth M.J. Byrne
- Associative Reasoning for Commonsense Knowledge
  Claudia Schon
- Identifying Noise Variables in Singular Decisions using Counterfactual Reasoning
  Megnha Bhadra, Steffen Hölldobler
- Cognitive Aspects in Epistemic Logic L-DINF
  Stefania Costantini, Andrea Formisano, Valentina Pitoni
- Cognitive Modeling of Semantic Fluency Using Transformers
  Animesh Nighojkar, Anna Khlyzova, John Licato

### Short Papers and Posters

- Cognitive Adequacy: Insights from Developing Robot Architectures (poster)
  Mohan Sridharan
- A Simple Framework for Cognitive Planning (poster)
  Jorge Fernandez Davila, Dominique Longin, Emiliano Lorini, Frédéric Maris
- Logic-Based Ethical Planning (short paper)
  Umberto Grandi, Emiliano Lorini, Timothy Parker, Rachid Alami
- Novel Intensional Defeasible Reasoning for AI: Is it Cognitively Adequate? (poster)
  Michael Giancola, Selmer Bringsjord, Naveen Sundar Govindarajulu

2022-08-30: submitted by Jesse Heyninck, metadata incl. bibliographic data published under Creative Commons CC0
2022-10-26: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|