LWDA 2022
Lernen, Wissen, Daten, Analysen 2022

Table of Contents

• Preface and Table of Contents 1-2
  

FGDB Workshop

• Preface 3
  
• 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

• Preface 12
  
• 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

• Preface 111
  
• 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