Vol-3629⫷ Vol-3630 ⫸Vol-3631
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 |