Vol-3630
urn:nbn:de:0074-3630-6

Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

LWDA 2023
Lernen, Wissen, Daten, Analysen 2023

Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings

Marburg, Germany, October 9-11, 2023.

Edited by

Michael Leyer *
Johannes Wichmann **

* University of Marburg, Chair of Digitisation and Process Management, 35037 Marburg, Germany
** University of Marburg, Chair of Digitisation and Process Management, 35037 Marburg, Germany

Table of Contents

Preface
Summary: There were 63 papers submitted for peer-review to this conference. Out of these, 45 papers were accepted for this volume, 41 as regular papers and 4 as short papers.

Risk Identification of Data Science Projects: A Literature Review 1-13
Maike Holtkemper, Maria Potanin, Alexander Oberst, Christian Beecks
Designing an Analytical Control Chart System with ML-predicted Quality Characteristics 14-27
Till Carlo Schelhorn, Jonas Gunklach, Alexander Maedche
Exploiting Foundation Models for Spoken Language Identification 28-40
Benedikt Augenstein, Darjan Salaj
Accelerating literature screening for systematic literature reviews with Large Language Models – development, application, and first evaluation of a solution 41-51
Paul Herbst, Henning Baars
Datengenossenschaften als Datentreuhänder – Eine qualitative Analyse von Pilotprojekten 52-62
Maximilian Werling, Patrick Weber, Heiner Lasi
Governance of Artificial Intelligence – A Framework Towards Ethical AI Applications 63-72
Jens F. Lachenmaier, Maximilian Werling, Dominik Morar
Integrating Machine Learning into SQL with Exasol 73-85
Christoph Großmann, Johannes Schildgen
Database and Workflow Optimizations for Spatial-Geometric Queries in GeoMine 86-97
Martin Poppinga, Joel Graef, Konrad Diedrich, Matthias Rarey, Norbert Ritter
SKYSHARK: A Benchmark with Real-world Data for Line-rate Stream Processing with FPGAs 98-109
Maximilian Langohr, Tim Vogler, Klaus Meyer-Wegener
SuMExplorer: Summarisation-based Frequent Subgraph Mining for Visual Exploratory Subgraph Searching 110-120
Chimi Wangmo, Lena Wiese
Enhancing Data Acquisition and Fault Analysis for Large-Scale Facilities: A Case Study on the Laser-Based Synchronization System at the European X-Ray Free-Electron Laser 121-133
Arne Grünhagen, Maximilian Schütte, Annika Eichler, Marina Tropmann-Frick, Görschwin Fey
Heterogeneity in NoSQL Databases —Challenges of Handling schema-less Data 134-145
Mark Lukas Möller, Dominique Hausler, Sebastian Strasser, Tanja Auge, Meike Klettke
Pythagoras: Semantic Type Detection of Numerical Data Using Graph Neural Networks 146-152
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
Patient trajectory visualization for FHIR healthcare data: A use case on melanoma patients 153-160
Meijie Li, Wolfgang Galetzka, Bahadir Eryilmaz, Georg Christian Lodde, Elisabeth Livingstone, Jörg Schlötterer, Christin Seifert
CLEARNESS: Coreference Resolution for Generating and Ranking Arguments Extracted from Debate Portals for Queries 161-174
Johannes Weidmann, Lorik Dumani, Ralf Schenkel
The Information Retrieval Experiment Platform 175-178
Maik Fröbe, Jan Heinrich Reimer, Sean MacAvaney, Niklas Deckers, Janek Bevendorff, Benno Stein, Matthias Hagen, Martin Potthast
Applied Face Recognition in the Humanities 179-191
Martin Bullin, Andreas Henrich
Automatic Classification of Portraits: Application of Transformer and CNN Based Models for an Art Historic Dataset 192-206
Sebastian Diem, Thomas Mandl
Comparative Survey of German Hate Speech Datasets: Background, Characteristics and Biases 207-221
Markus Bertram, Johannes Schäfer, Thomas Mandl
Preliminary Results of a Scientometric Analysis of the German Information Retrieval Community 2020-2023 222-230
Philipp Schaer, Svetlana Myshkina, Jüri Keller
A Testbed for Dual-Entity Knowledge Panels 231-238
Leon Martin, Andreas Henrich
Vertical Search Scenarios within a Digital Study Planning Assistant 239-246
Tobias Hirmer, Michaela Ochs, Andreas Henrich
Integrating BDI Agents with the MATSim Traffic Simulation for Autonomous Mobility on Demand 247-258
Marcel Mauri, Ömer Ibrahim Erduran, Thu Pham Dieu Anh, Mirjam Minor
KIRETT: Knowledge-Graph-Based Smart Treatment Assistant for Intelligent Rescue Operations 259-270
Mubaris Nadeem, Johannes Zenkert, Lisa Bender, Christian Weber, Madjid Fathi
SKOS-Utils: Developing and Checking SKOS Knowledge Graphs (Tool Presentation) 271-281
Joachim Baumeister, Valentin Roß
Case-Based Sample Generation using Multi-Armed Bandits 282-297
Andreas Korger, Joachim Baumeister
Combining Information Retrieval and Large Language Models for a Chatbot that Generates Reliable, Natural-style Answers 298-310
Andreas Lommatzsch, Brandon Llanque, Vinay Srinath Rosenberg, Syed Ali Murad Tahir, Hristo Dimitrov Boyadzhiev, Maurice Walny
The Data Dilemma: Google Analytics’ Untapped Potential and Web Data Literacy 311-324
Tom Alby
Bridging the Gap: Examining the trust dimensions of smart contracts using supply chain applications 325-338
Wieland Müller, Michael Leyer
A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT 339-346
Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel
Comparative Analysis of Text-Based CBR Algorithms for Cybercrime Profiling Investigations 347-358
Marc Krüger
Cover Song Identification in Practice with Multimodal Co-Training 359-371
Simon Hachmeier, Robert Jäschke
Higher-Order DeepTrails: Unified Approach to *Trails 372-386
Tobias Koopmann, Jan Pfister, André Markus, Astrid Carolus, Carolin Wienrich, Andreas Hotho
Fast k-Nearest-Neighbor-Consistent Clustering 387-398
Lars Lenssen, Niklas Strahmann, Erich Schubert
Preprocessing Ground-Based Hyperspectral Image Data for Improving CNN-based Classification 399-413
Andreas Schliebitz, Heiko Tapken, Martin Atzmueller
Free-Energy Advantage Functions for Policy Transfer to Noisy Environments with Safety Constraints 414-423
Pierre Haritz, Thomas Liebig
Automatic Speech Detection on a Smart Beehive’s Raspberry Pi 424-429
Pascal Janetzky, Philip Lissmann, Andreas Hotho, Anna Krause
Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain 430-441
Jonas Hanselle, Jaroslaw Kornowicz, Stefan Heid, Kirsten Thommes, Eyke Hüllermeier
Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain 442-453
Fabio Barth, Leon Weber-Genzel, Ulf Leser
Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks 454-469
Melanie Schaller, Michael Steininger, Andrzej Dulny, Daniel Schlör, Andreas Hotho
A Document Tagging Support System for Nursing Care Experts 470-477
Beat Tödtli, Sebastian Müller, Melanie Rickenmann, Janine Vetsch, Simon Haug
Efficient Light Source Placement using Quantum Computing 478-491
Sascha Mücke, Thore Gerlach
Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration 492-505
Jasmin Brandt, Elias Schede, Shivam Sharma, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney
A Few Models to Rule Them All: Aggregating Machine Learning Models 506-520
Florian Siepe, Phillip Wenig, Thorsten Papenbrock
Applicability of Models Trained on Generated Clinical German Datasets on Out-domain Data 521-525
Oğuz Şerbetçi, Ulf Leser

2023-12-18: submitted by Michael Leyer, metadata incl. bibliographic data published under Creative Commons CC0
2024-02-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|