Solutions and Technologies for Responsible Digitalization

Edited by Daniel Beverungen (), Christiane Lehrer () and Matthias Trier ()

in Lecture Notes in Information Systems and Organization from Springer, currently edited by Richard Baskerville, Marco De Marco, Nancy Pouloudi, Paolo Spagnoletti, Dov Te'eni, Jan vom Brocke and Robert Winter

Date: 2025
ISBN: 978-3-031-80122-8
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Chapters in this book:

Requirements for a Federated Learning System to Strengthen IT Security in Human Resource Management

Lisa Kolb, Steffi Rudel and Ulrike Lechner

Implementing Smart Contracts: The Case of NFT-Rental with “Pay-Per-Like”

Alfred Sopi, Johannes Schneider and Jan vom Brocke

Revealing Hidden Self-financed Wash Trading in Non-Fungible-Token Markets

Henri Beyer, Patrick Seidel, Sven Stahlmann and Detlef Schoder

The Data Collaboration Canvas: A Visual Framework for Systematically Identifying and Evaluating Organizational Data Collaboration Opportunities

Tim Geppert, Alice Dal Fuoco, Ninja Leikert-Boehm, Stefan Deml, David Sturzenegger and Nico Ebert

Impact of Data Collection on ML Models: Analyzing Differences of Biases Between Low-Versus High-Skilled Annotators

Johannes Schneider, Daniel Eisenhardt, Christian Utama and Christian Meske

DataOps as a Prerequisite for the Next Level of Self-service Analytics—Balancing User Agency and Central Control

Henning Baars

Boosting Benefits, Offsetting Obstacles—The Impact of Explanations on AI Users’ Task Performance

Marie Christine Walter, Hanna Rebecca Broder and Maximilian Förster

Artificial Intelligence Explainability Requirements of the AI Act and Metrics for Measuring Compliance

Fabian Walke, Lars Bennek and Till J. Winkler

Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts

Johannes Jakubik, Daniel Weber, Patrick Hemmer, Michael Vössing and Gerhard Satzger

Automated Knowledge Extraction from IS Research Articles Combining Sentence Classification and Ontological Annotation

Sebastian Huettemann

Beyond Binary Boundaries—Exploring the Potential of Categorical Variables in Counterfactual Explanations

Philipp Hühn and Simon Hofer

How Engineers Perform Data Science Work: Designing Hybrid Roles

Amelie L. Schmid and Manuel Wiesche

Through the Lens of Cognitive Functions and Contextual Factors—A Study of the Action Potentials of Artificial Intelligence in Business Process Management

Simon Meierhöfer and Claudius-Merlin Dorner

Process and Strategy Mining in Real-Time Strategy Games

Nico Elbert, Nikolai Stein and Christoph M. Flath

Treating the End of the Data Life Cycle as a First-Class Citizen in Data Engineering

Daniel Tebernum and Falk Howar

Managing Cybersecurity and Other Fraud Risks in Small and Medium Enterprises—A Framework to Build a Fraud Management Program in Times of Digitalization

Michaela K. Trierweiler and Barbara Krumay

Designing Digital Infrastructures for Industrial Data Ecosystems—A Literature Review

Anna Maria Schleimer and Estelle Duparc

Software in the Manufacturing Industry: A Review of Security Challenges and Implications

Yannick Landeck, Dian Balta, Martin Wimmer and Christian Knierim

Exploring Multi-agent Systems for Intermodal Freight Fleets: Literature-Based Justification of a New Concept

Dennis Maecker, Henning Gösling, Christoph Heinbach and Friedemann Kammler

Towards Hybrid Architectures: Integrating Large Language Models in Informative Chatbots

Arnold F. Arz von Straussenburg and Anna Wolters

Context-Aware Marketing Attribution Based on Survival Analysis

Kilian Züllig, Stefan Napirata and Steffen Zimmermann

A Prototype to Support Business Model Innovation Through Crowdsourcing and Artificial Intelligence

Arthur Klippenstein, Christoph Weskamp, Florian Laux, Florian Neuhaus, Karlson Pfannschmidt, Melissa Bülling and Stephan Kassanke

Overcoming the Data Transparency Trade-Off: Designing a Blockchain-Based Delivery Invoice System for the Construction Industry

Jonathan Lautenschlager, Jan Stramm, Tobias Guggenberger, André Schweizer and Artur Rösch

Punctuality Predictions in Public Transportation: Quantifying the Effect of External Factors

Tim Meyer-Hollatz, Nina Schwarz and Tim Werner

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DOI: 10.1007/978-3-031-80122-8

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