LWDA 2022
Lernen, Wissen, Daten, Analysen 2022

Table of Contents

• Preface and Table of Contents1-2
  

FGDB Workshop

• Preface3
  
• OER Tools and Courses for Teaching Database Systems as Developed in the Project EILD.nrw 4-5
  Thomas C. Rakow, Heide Faeskorn-Woyke, Inga Marina Saatz, Harm Knolle
• Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract] 6-7
  Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
• Hybrid Database Operations: Learned Operations for Seamless Querying of Textual and Tabular Data 8-11
  Matthias Urban, Carsten Binnig

FGKD / KDML Workshop

• Preface12
  
• A Quantitative Human-Grounded Evaluation Process for Explainable Machine Learning 13-20
  Katharina Beckh, Sebastian Müller, Stefan Rüping
• A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining 21-32
  Florian Seiffarth, Tamás Horváth, Stefan Wrobel
• SancScreen: Towards a Real-world Dataset for Evaluating Explainability Methods 33-44
  Matthias Jakobs, Helena Kotthaus, Ines Röder, Maximilian Baritz
• ASDF-Dashboard: Automated Subgroup Detection and Fairness Analysis 45-56
  Jero Schäfer, Lena Wiese
• Matching Experts to Questions: A Comparison of Recommender Systems 57-66
  Robin Stenzel, Max Lübbering, Bilge Ulusay, Daniel Uedelhoven, Rafet Sifa
• Intrinsic Analysis of Learned Representations in Encoder-Decoder Architectures 67-78
  Shashi Durbha, Thomas Goerttler, Eduardo Vellasques, Jan Hendrik Stockemer, Klaus Obermayer
• Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs 79-90
  Jurgen O.D. van den Hoogen, Stefan D. Bloemheuvel, Martin Atzmueller
• Check Mate: A Sanity Check for Trustworthy AI 91-103
  Sascha Mücke, Lukas Pfahler
• Towards Informed Pre-Training for Critical Error Detection in English-German 104-110
  Lisa Pucknat, Maren Pielka, Rafet Sifa

FGWM Workshop

• Preface111
  
• Machine Learning Algorithms for Cognitive and Autonomous BDI Agents 112-123
  Ömer Ibrahim Erduran
• Specification and Validation of Quality Criteria for Git Repositories using RDF and SHACL 124-135
  Leon Martin, Andreas Henrich
• An Active Annotation Support System for Regulatory Documents 136-147
  Andreas Korger, Joachim Baumeister
• Guiding Users by Dynamically Generating Questions in a Chatbot System 148-160
  Jannis Pilgrim, Jakob Kemmler, Moritz Wassmer, Silvio Echsle, Andreas Lommatzsch
• Towards Visual Explanations for Document Table Detection using Coarse Localization Maps 161-172
  Arnab Ghosh Chowdhury, Martin Atzmueller
• Testing Product Configuration Knowledge Bases Declaratively 173-186
  Konstantin Herud, Joachim Baumeister
• Providing Training Plans for Weight Training using CBR 187-198
  Alexander Weber, Pascal Reuss, Jobst-Julius Bartels, Klaus-Dieter Althoff
• Towards an Understanding of the Intention of University Members to Use Indoor Positioning Systems: A Unified Theory of Acceptance and Use Perspective 199-212
  Thomas Paetow, Johannes Wichmann, Hannes Reil, Michael Leyer
• Music Version Retrieval from YouTube: How to Formulate Effective Search Queries? 213-226
  Simon Hachmeier, Robert Jäschke, Hadi Saadatdoorabi
• A Feasibility Study for the Semantification of Cyclic Compliance Knowledge Transfer between Multinational Organizations 227-233
  Nicole Looks, Andreas Korger
• An Approach to Profiler Detection of Cyber Attacks using Case-based Reasoning 234-245
  Marc Krüger
• A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants 246-257
  Desiree Heim, Christian Jilek, Heiko Maus, Andreas Dengel
• Multi-Agent Case-Based Reasoning: a Network Intrusion Detection System 258-269
  Jakob Michael Schoenborn, Klaus-Dieter Althoff