| Vol-3457 urn:nbn:de:0074-3457-1 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).

# KI-JP 2022
KI 2022 Workshops, Tutorials and Doctoral Consortium

### Joint Proceedings of Workshops, Tutorials and Doctoral Consortium co-located with the 45rd German Conference on Artificial Intelligence (KI 2022)

### Virtual Event, Trier, Germany, September 19-20, 2022.

Edited by

### Dorothea Koert (1)
Mirjam Minor (2)

(1) Technical Univerity Darmstadt, Darmstadt, Germany
(2) Johann Wolfgang Goethe University Frankfurt, Frankfurt, Germany

## Table of Contents

- Preface
  Summary: Co-located with KI2022 there were nine workshops, one tutorial, and the doctoral consortium. Here, we collect proceedings of the workshops TMG and XI-ML as well as the proceedings of the doctoral consortium. The workshops FCR and CHAI published their respective proceedings separately with CEUR-WS.

### 2nd International Workshop on Explainable and Interpretable Machine Learning (XI-ML)

- Preface XI-ML
  Summary: There were 8 papers submitted for peer-review to this workshop. Out of these, 6 regular papers were accepted for this volume.
- Evolutionary Counterfactual Visual Explanation
  Jacqueline Höllig, Steffen Thoma, Cedric Kulbach
- Self-Explaining Variational Gaussian Processes for Transparency and Modelling of Prior Knowledge
  Sarem Seitz
- Study on Criteria for Explainable AI for Laypeople
  Thorsten Zylowski
- Imitation Learning of Logical Program Policies for Multi-Agent Reinforcement Learning
  Manuel Eberhardinger, Johannes Maucher, Setareh Maghsudi
- Mining Interesting Outlier Subgraphs in Attributed Graphs
  Ahmad Mel, Tijl De Bie
- Multi-Perspective Anomaly Detection on Bipartite Multi-Layer Social Interaction Networks
  Asep Maulana, Martin Atzmueller

### Workshop on Text Mining and Generation (TMG)

- Preface TMG
  Summary: There were 4 papers submitted for peer-review to this workshop. Out of these, 4 papers were accepted for this volume, 3 as regular paper and 1 as short papers.
- German to English: Fake News Detection with Machine Translation
  Jin Liu, Steffen Thoma
- IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale
  Felix Hamann, Adrian Ulges, Maurice Falk
- Explaining Hate Speech Classification with Model-Agnostic Methods
  Durgesh Nandini, Ute Schmid
- Model Transformation in Description Logics
  Mirko Lenz, Lorik Dumani, Premtim Sahitaj

### Doctoral Consortium

- Preface DC
  Summary: There were 6 papers submitted and presented in the DC. Out of these, 4 papers were accepted for this volume as short papers.
- Conference Paper Assignment Problem - A new System for Recommending and Assigning Reviewers to Scientific Articles
  Ana Carolina Ribeiro
- A Multi-Agent Based Framework for Controlling Self Managing Fleets of Autonomous Vehicles with a Transparent Reasoning Process
  Marcel Mauri
- Cognitive Learning Agents for Autonomous Mobility on Demand Systems
  Ömer Ibrahim Erduran
- Model Transformation in Description Logics
  Willi Hieke

2023-08-10: submitted by Dorothea Koert, metadata incl. bibliographic data published under Creative Commons CC0
2023-08-15: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|