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

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