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Innovation Through Information Systems

Edited by Frederik Ahlemann (), Reinhard Schütte () and Stefan Stieglitz ()

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: 2021
ISBN: 978-3-030-86797-3
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Chapters in this book:

Information Extraction from Invoices: A Graph Neural Network Approach for Datasets with High Layout Variety
Felix Krieger, Paul Drews, Burkhardt Funk and Till Wobbe
Knowledge Sharing in Digital Platform Ecosystems – A Textual Analysis of SAP’s Developer Community
Martin Kauschinger, Maximilian Schreieck, Markus Boehm and Helmut Krcmar
Leveraging Natural Language Processing to Analyze Scientific Content: Proposal of an NLP Pipeline for the Field of Computer Vision
Henrik Kortum, Max Leimkühler and Oliver Thomas
Hybrid Recommender Systems for Next Purchase Prediction Based on Optimal Combination Weights
Nicolas Haubner and Thomas Setzer
Towards a Trust-Aware Item Recommendation System on a Graph Autoencoder with Attention Mechanism
Elnaz Meydani, Christoph Düsing and Matthias Trier
A Holistic Framework for AI Systems in Industrial Applications
Can Kaymakci, Simon Wenninger and Alexander Sauer
Managing Bias in Machine Learning Projects
Tobias Fahse, Viktoria Huber and Benjamin Giffen
User-Specific Determinants of Conversational Agent Usage: A Review and Potential for Future Research
Lara Riefle and Carina Benz
Voice Assistants in Voice Commerce: The Impact of Social Cues on Trust and Satisfaction
Fabian Reinkemeier, Philipp Spreer and Waldemar Toporowski
Design of Artificial Neural Networks for Traffic Forecasting in the Context of Smart Mobility Solutions
Christian Anschütz, Jan Ibisch, Katharina Ebner and Stefan Smolnik
Sorry, I Can’t Understand You! – Influencing Factors and Challenges of Chatbots at Digital Workplaces
Raphael Meyer von Wolff, Sebastian Hobert and Matthias Schumann
Empirically Exploring the Cause-Effect Relationships of AI Characteristics, Project Management Challenges, and Organizational Change
Christian Engel, Philipp Ebel and Benjamin Giffen
Through the Cognitive Functions Lens - A Socio-technical Analysis of Predictive Maintenance
Alexander Stohr and Jamie O’Rourke
Augmenting Humans in the Loop: Towards an Augmented Reality Object Labeling Application for Crowdsourcing Communities
Julian Schuir, René Brinkhege, Eduard Anton, Thuy Duong Oesterreich, Pascal Meier and Frank Teuteberg
Leveraging Text Classification by Co-training with Bidirectional Language Models – A Novel Hybrid Approach and Its Application for a German Bank
Roland Graef
The Evaluation of the Black Box Problem for AI-Based Recommendations: An Interview-Based Study
Jessica Ochmann, Sandra Zilker and Sven Laumer
Explaining the Suspicion: Design of an XAI-Based User-Focused Anti-Phishing Measure
Kilian Kluge and Regina Eckhardt
ArgueBot: A Conversational Agent for Adaptive Argumentation Feedback
Thiemo Wambsganss, Sebastian Guggisberg and Matthias Söllner
Do You Feel a Connection? How the Human-Like Design of Conversational Agents Influences Donation Behaviour
Johannes Bührke, Alfred Benedikt Brendel, Sascha Lichtenberg, Stephan Diederich and Stefan Morana
‘Let Us Work Together’– Insights from an Experiment with Conversational Agents on the Relation of Anthropomorphic Design, Dialog Support, and Performance
Sascha Lichtenberg, Johannes Bührke, Alfred Benedikt Brendel, Simon Trang, Stephan Diederich and Stefan Morana
Exploring the State-of-the-Art of Persuasive Design for Smart Personal Assistants
Dennis Benner, Sofia Schöbel and Andreas Janson
Buy Online, Trust Local – The Use of Regional Imagery on Web Interfaces and Its Effect on User Behavior
Tobias Menzel and Timm Teubner
Curing Toxicity – A Multi-method Approach
Bastian Kordyaka and Björn Kruse
Blockchain and Data Protection: An Evaluation of the Challenges and Solutions Mentioned by German Stakeholders
Frank Ebbers and Murat Karaboga
CyberSecurity Challenges for Software Developer Awareness Training in Industrial Environments
Tiago Gasiba, Ulrike Lechner and Maria Pinto-Albuquerque
On the Relationship Between IT Privacy and Security Behavior: A Survey Among German Private Users
Tom Biselli and Christian Reuter
The Hidden Value of Patterns – Using Design Patterns to Whitebox Technology Development in Legal Assessments
Ernestine Dickhaut, Andreas Janson and Jan Marco Leimeister
Understanding Privacy Disclosure in the Online Market for Lemons: Insights and Requirements for Platform Providers
Andreas Engelmann and Gerhard Schwabe
Towards GDPR Enforcing Blockchain Systems
Hauke Precht and Jorge Marx Gómez
Don’t Want It Anymore? Resilience as a Shield Against Social Media-Induced Overloads
Alena Bermes and Clara-Lea Gromek
Challenges in Digital Work – Exploring Solutions to Improve Team Identification in Virtual Teams
Geeske Thülen and Eva Hartl
A No-Code Platform for Tie Prediction Analysis in Social Media Networks
Sebastian Schötteler, Sven Laumer, Heidi Schuhbauer, Niklas Scheidthauer, Philipp Seeberger and Benedikt Miethsam
Crowd Analysts vs. Institutional Analysts – A Comparative Study on Content and Opinion
Steffen Bankamp, Nicole Neuss and Jan Muntermann
Design Principles for Digital Upskilling in Organizations
Ann-Kristin Cordes and Julia Weber
Conceptualizing Role Development in Agile Transformations: Deriving Design Goals and Principles for Agile Roles
Rebecca Lueg and Paul Drews
Organizing for Digital Innovation and Transformation: Bridging Between Organizational Resilience and Innovation Management
Daniel Heinz, Fabian Hunke and Gregor Felix Breitschopf
Replicating a Digital Transformation Case
Sandy Schmidt, Marius Voß, Hendrik Wache, Sarah Hönigsberg and Barbara Dinter
Differences in Skill Requirements for Agile Workers in the German and the US IT Industries
Céline Madeleine Aldenhoven, Dominik Korbinian Brosch, Barbara Prommegger and Helmut Krcmar
Opening the Black Box of Digital B2B Co-creation Platforms: A Taxonomy
Jan Abendroth, Lara Riefle and Carina Benz
Implementation of a Decision Support System for the Development of Digital Services Within Supplying Companies in the Construction Industry
Christoff Schaub, Matthias Hille, Johannes Schulze and Freimut Bodendorf
A Domain Ontology for Platform Ecosystems
Corinna Zarnescu and Sebastian Dunzer
Parking Space Management Through Deep Learning – An Approach for Automated, Low-Cost and Scalable Real-Time Detection of Parking Space Occupancy
Michael René Schulte, Lukas-Walter Thiée, Jonas Scharfenberger and Burkhardt Funk
Promoting Carpooling Through Nudges: The Case of the University Hildesheim
Coralie Werkmeister, Thorsten Schoormann and Ralf Knackstedt
Leave No One Behind: Design Principles for Public Warning Systems in Federalism
Anna Katharina Frische, Julia Felicitas Kirchner, Caroline Pawlowski, Sebastian Halsbenning and Jörg Becker
Data Governance: State-of-the-Art
Giulio Behringer and Marcel Hizli
Scenarios for the Use of Master Data Management in the Context of the Internet of Things (IoT)
Rhena Krause and Cornelia Becker
A Framework of Business Process Monitoring and Prediction Techniques
Frederik Wolf, Jens Brunk and Jörg Becker
Process Digitalization in Dental Practices – Status Quo and Directions for the German Health Care System
Karolin Bosch, Linda Mosenthin and Christian Schieder
Watch This! The Influence of Recommender Systems and Social Factors on the Content Choices of Streaming Video on Demand Consumers
Raphael Weidhaas, Stephan Schlögl, Veikko Halttunen and Teresa Spieß
Predicting Hourly Bitcoin Prices Based on Long Short-Term Memory Neural Networks
Maximilian Schulte and Mathias Eggert

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DOI: 10.1007/978-3-030-86797-3

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