Gerhard Satzger

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 100

Top Venues

University of Giessen, Germany (PHD)

Education History

University of Giessen, Germany

PHD

Publications

Jannis Walk, Max Schemmer, Niklas Kühl, Gerhard Satzger
Image-Mining-Based Decision Support Systems: Design Knowledge and its Evaluation in Tool Wear Analysis. Commun. Assoc. Inf. Syst. 54 (2024)
Philipp Spitzer, Niklas Kühl, Marc Goutier, Manuel Kaschura, Gerhard Satzger
Transferring Domain Knowledge with (X)AI-Based Learning Systems. CoRR (2024)
Carina Benz, Lara Riefle, Gerhard Satzger
User Engagement and Beyond: A Conceptual Framework for Engagement in Information Systems Research. Commun. Assoc. Inf. Syst. 54 (2024)
Patrick Hemmer, Max Schemmer, Niklas Kühl, Michael Vössing, Gerhard Satzger
Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence. CoRR (2024)
Johannes Jakubik, Michael Vössing, Manil Maskey, Christopher Wölfle, Gerhard Satzger
Improving Label Error Detection and Elimination with Uncertainty Quantification. CoRR (2024)
Philipp Spitzer, Marc Goutier, Niklas Kühl, Gerhard Satzger
(X)AI as a Teacher: Learning with Explainable Artificial Intelligence. MuC (2024)
Philipp Spitzer, Sebastian Celis, Dominik Martin, Niklas Kühl, Gerhard Satzger
Looking Through the Deep Glasses: How Large Language Models Enhance Explainability of Deep Learning Models. MuC (2024)
Philipp Spitzer, Joshua Holstein, Patrick Hemmer, Michael Vössing, Niklas Kühl, Dominik Martin, Gerhard Satzger
On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration. CoRR (2024)
Max Schemmer, Niklas Kuehl, Carina Benz, Andrea Bartos, Gerhard Satzger
Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations. IUI (2023)
Jakob Schoeffer, Johannes Jakubik, Michael Vössing, Niklas Kuehl, Gerhard Satzger
On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making. CoRR (2023)
Jakob Schoeffer, Johannes Jakubik, Michael Vössing, Niklas Kühl, Gerhard Satzger
On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making. HHAI (2023)
Joshua Holstein, Max Schemmer, Johannes Jakubik, Michael Vössing, Gerhard Satzger
Sanitizing data for analysis: Designing systems for data understanding. Electron. Mark. 33 (1) (2023)
Max Schemmer, Andrea Bartos, Philipp Spitzer, Patrick Hemmer, Niklas Kühl, Jonas Liebschner, Gerhard Satzger
Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice. CoRR (2023)
Philipp Spitzer, Niklas Kühl, Daniel Heinz, Gerhard Satzger
ML-Based Teaching Systems: A Conceptual Framework. Proc. ACM Hum. Comput. Interact. 7 (CSCW2) (2023)
Max Schemmer, Joshua Holstein, Niklas Bauer, Niklas Kühl, Gerhard Satzger
Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series. CoRR (2023)
Patrick Hemmer, Monika Westphal, Max Schemmer, Sebastian Vetter, Michael Vössing, Gerhard Satzger
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction. IUI (2023)
Johannes Jakubik, Daniel Weber, Patrick Hemmer, Michael Vössing, Gerhard Satzger
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts. Wirtschaftsinformatik (2023)
Robin Hirt, Niklas Kühl, Dominik Martin, Gerhard Satzger
Enabling Inter-organizational Analytics in Business Networks Through Meta Machine Learning. CoRR (2023)
Philipp Spitzer, Niklas Kühl, Daniel Heinz, Gerhard Satzger
ML-Based Teaching Systems: A Conceptual Framework. CoRR (2023)
Hansjörg Fromm, Niklas Kühl, Gerhard Satzger, Thomas Setzer
Introduction to the Minitrack on Service Analytics. HICSS (2023)
Johannes Jakubik, Daniel Weber, Patrick Hemmer, Michael Vössing, Gerhard Satzger
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts. CoRR (2023)
Marcel Fassnacht, Carina Benz, Jannis Leimstoll, Gerhard Satzger
Is Your Organization Ready to Share? A Framework of Beneficial Conditions for Data Sharing. ICIS (2023)
Monika Westphal, Michael Vössing, Gerhard Satzger, Galit B. Yom-Tov, Anat Rafaeli
Decision control and explanations in human-AI collaboration: Improving user perceptions and compliance. Comput. Hum. Behav. 144 (2023)
Max Schemmer, Andrea Bartos, Philipp Spitzer, Patrick Hemmer, Niklas Kühl, Jonas Liebschner, Gerhard Satzger
Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice. ICIS (2023)
Marcel Fassnacht, Carina Benz, Daniel Heinz, Jannis Leimstoll, Gerhard Satzger
Barriers to Data Sharing among Private Sector Organizations. HICSS (2023)
Daniel Heinz, Mingli Hu, Carina Benz, Gerhard Satzger
Digital Service Innovation for Sustainable Development: A Systematic Literature Review. Wirtschaftsinformatik (2023)
Max Schemmer, Niklas Kühl, Carina Benz, Andrea Bartos, Gerhard Satzger
Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations. CoRR (2023)
Patrick Hemmer, Monika Westphal, Max Schemmer, Sebastian Vetter, Michael Vössing, Gerhard Satzger
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction. CoRR (2023)
Daniel Heinz, Hae-Rin Park, Carina Benz, Gerhard Satzger
Innovating Smart Product-Service Systems in Manufacturing SMEs: Current Practices, Affordances, and Constraints. CBI (2) (2022)
Daniel Heinz, Christoph F. Breidbach, Carina Benz, Gerhard Satzger
Towards Explaining Smart Service Innovation Events and Trajectories. ICIS (2022)
Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts. CoRR (2022)
Max Schemmer, Niklas Kühl, Gerhard Satzger
Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Workers Through Explainable Artificial Intelligence. HICSS (2022)
Daniel Heinz, Carina Benz, Fabian Hunke, Gerhard Satzger
An Affordance-Actualization Perspective on Smart Service Systems. Wirtschaftsinformatik (2022)
Max Schemmer, Patrick Hemmer, Niklas Kühl, Carina Benz, Gerhard Satzger
Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making. CoRR (2022)
Max Schemmer, Niklas Kühl, Carina Benz, Gerhard Satzger
On the Influence of Explainable AI on Automation Bias. CoRR (2022)
Daniel Heinz, Carina Benz, Marcel Fassnacht, Gerhard Satzger
Past, Present and Future of Data Ecosystems Research: A Systematic Literature Review. PACIS (2022)
Niklas Kühl, Max Schemmer, Marc Goutier, Gerhard Satzger
Artificial intelligence and machine learning. Electron. Mark. 32 (4) (2022)
Katharina Blöcher, Fabian Hunke, Rainer Alt, Gerhard Satzger
From Personal Data to Service Innovation - Guiding the Design of New Service Opportunities. HICSS (2022)
Fabian Hunke, Daniel Heinz, Gerhard Satzger
Creating customer value from data: foundations and archetypes of analytics-based services. Electron. Mark. 32 (2) (2022)
Hansjörg Fromm, Gerhard Satzger, Niklas Kühl, Thomas Setzer
Introduction to the Minitrack on Service Analytics. HICSS (2022)
Tobias Enders, Gerhard Satzger, Marcel Fassnacht, Clemens Wolff
Why Should I Share? Exploring Benefits of Open Data for Private Sector Organizations. PACIS (2022)
Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts. IJCAI (2022)
Patrick Hemmer, Max Schemmer, Niklas Kühl, Michael Vössing, Gerhard Satzger
On the Effect of Information Asymmetry in Human-AI Teams. CoRR (2022)
Max Schemmer, Niklas Kuehl, Carina Benz, Gerhard Satzger
On the Influence of Explainable AI on Automation Bias. ECIS (2022)
Johannes Jakubik, Michael Vössing, Niklas Kühl, Jannis Walk, Gerhard Satzger
Data-centric Artificial Intelligence. CoRR (2022)
Michael Vössing, Niklas Kühl, Matteo Lind, Gerhard Satzger
Designing Transparency for Effective Human-AI Collaboration. Inf. Syst. Frontiers 24 (3) (2022)
Dominik Martin, Niklas Kühl, Gerhard Satzger
Virtual Sensors. Bus. Inf. Syst. Eng. 63 (3) (2021)
Fabian Hunke, Hauke Thomsen, Gerhard Satzger
Investigating Modular Reuse as an Underlying Mechanism of Conceptualization during Service Design - the Case of Key Activity Orchestration. HICSS (2021)
Niklas Kühl, Robin Hirt, Lucas Baier, Björn Schmitz, Gerhard Satzger
How to Conduct Rigorous Supervised Machine Learning in Information Systems Research: The Supervised Machine Learning Report Card. Commun. Assoc. Inf. Syst. 48 (2021)
Lucas Baier, Vincent Kellner, Niklas Kühl, Gerhard Satzger
Switching Scheme: A Novel Approach for Handling Incremental Concept Drift in Real-World Data Sets. HICSS (2021)
Max Schemmer, Niklas Kühl, Gerhard Satzger
Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Work Through Explainable Artificial Intelligence. CoRR (2021)
Stefan Seebacher, Ronny Schüritz, Gerhard Satzger
Towards an understanding of technology fit and appropriation in business networks: evidence from blockchain implementations. Inf. Syst. E Bus. Manag. 19 (1) (2021)
Thomas Setzer, Hansjörg Fromm, Niklas Kühl, Gerhard Satzger
Introduction to the Minitrack on Service Analytics. HICSS (2021)
Tobias Enders, Carina Benz, Gerhard Satzger
Untangling the Open Data Value Paradox: How Organizations Benefit from Revealing Data. Wirtschaftsinformatik (2021)
Tobias Moritz Guggenberger, Fabian Hunke, Frederik Möller, Anne-Catherine Eimer, Gerhard Satzger, Boris Otto
How to Design IIoT-Platforms your Partners are Eager to Join: Learnings from an Emerging Ecosystem. Wirtschaftsinformatik (2021)
Niklas Kühl, Gerhard Satzger
Needmining: Designing Digital Support to Elicit Needs from Social Media. CoRR (2021)
Niklas Kühl, Hansjörg Fromm, Gerhard Satzger, Thomas Setzer
Introduction to the Minitrack on Service Analytics. HICSS (2020)
Tobias Enders, Clemens Wolff, Gerhard Satzger
Knowing What to Share: Selective Revealing in Open Data. ECIS (2020)
Lucas Baier, Niklas Kühl, Gerhard Satzger, Marcel Hofmann, Marisa Mohr
Handling Concept Drifts in Regression Problems - the Error Intersection Approach. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Dominik Martin, Niklas Kühl, Johannes Kunze von Bischhoffshausen, Gerhard Satzger
System-Wide Learning in Cyber-Physical Service Systems: A Research Agenda. DESRIST (2020)
Fabian Hunke, Stefan Seebacher, Ronny Schüritz, Gerhard Satzger
Pathways from Data to Value: Identifying Strategic Archetypes of Analytics-Based Services. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Lucas Baier, Vincent Kellner, Niklas Kühl, Gerhard Satzger
Switching Scheme: A Novel Approach for Handling Incremental Concept Drift in Real-World Data Sets. CoRR (2020)
Niklas Kühl, Marc Goutier, Robin Hirt, Gerhard Satzger
Machine Learning in Artificial Intelligence: Towards a Common Understanding. CoRR (2020)
Lucas Baier, Marcel Hofmann, Niklas Kühl, Marisa Mohr, Gerhard Satzger
Handling Concept Drifts in Regression Problems - the Error Intersection Approach. CoRR (2020)
Lucas Baier, Niklas Kühl, Jakob Schöffer, Gerhard Satzger
Utilizing Concept Drift for Measuring the Effectiveness of Policy Interventions: The Case of the COVID-19 Pandemic. CoRR (2020)
Clemens Wolff, Niklas Kühl, Gerhard Satzger
Engineering Industrial Service Systems: Design and Evaluation of System-Oriented Service Delivery. DESRIST (2020)
Niklas Kühl, Jan Scheurenbrand, Gerhard Satzger
Needmining: Identifying micro blog data containing customer needs. CoRR (2020)
Robin Hirt, Niklas Kühl, Yusuf Peker, Gerhard Satzger
How to Learn from Others: Transfer Machine Learning with Additive Regression Models to Improve Sales Forecasting. CBI (1) (2020)
Robin Hirt, Niklas Kühl, Yusuf Peker, Gerhard Satzger
How to Learn from Others: Transfer Machine Learning with Additive Regression Models to Improve Sales Forecasting. CoRR (2020)
Clemens Wolff, Niklas Kühl, Gerhard Satzger
Enabling System-Oriented Service Delivery in Industrial Maintenance: A Meta-method for Predicting Industrial Costs of Downtime. IESS (2020)
Niklas Kühl, Marc Goutier, Robin Hirt, Gerhard Satzger
Machine Learning in Artificial Intelligence: Towards a Common Understanding. HICSS (2019)
Hansjörg Fromm, Gerhard Satzger, Thomas Setzer
Introduction to the Minitrack on Service Analytics. HICSS (2019)
Michael Vössing, Felix Potthoff, Niklas Kühl, Gerhard Satzger
Designing Useful Transparency to Improve Process Performance - Evidence from an Automated production Line. ECIS (2019)
Ronny Schüritz, Killian Farrell, Barbara H. Wixom, Gerhard Satzger
Value Co-Creation in Data-Driven Services: Towards a Deeper Understanding of the Joint Sphere. ICIS (2019)
Robin Hirt, Niklas Kühl, Gerhard Satzger
Cognitive computing for customer profiling: meta classification for gender prediction. Electron. Mark. 29 (1) (2019)
Carina Benz, Naim Zierau, Gerhard Satzger
Not All Tasks are alike: Exploring the effect of Task Representation on User Engagement in Crowd-based Idea Evaluation. ECIS (2019)
Lucas Baier, Niklas Kühl, Gerhard Satzger
How to Cope with Change? - Preserving Validity of Predictive Services over Time. HICSS (2019)
Niklas Kühl, Dominik Martin, Gerhard Satzger
Automatically Extracting and Analyzing Customer Needs from Twitter: A "Needmining" Prototype. Wirtschaftsinformatik (2019)
Robin Hirt, Niklas Kühl, Björn Schmitz, Gerhard Satzger
Service-Oriented Cognitive Analytics for Smart Service Systems: A Research Agenda. HICSS (2018)
Carina Benz, Naim Zierau, Gerhard Satzger
To Rate or to Fund? - The Effect of Idea Evaluation Platform Design on Decision Quality and User Engagement. ICIS (2018)
Hansjörg Fromm, Gerhard Satzger, Thomas Setzer
Introduction to the Minitrack on Service Analytics. HICSS (2018)
Hansjörg Fromm, Gerhard Satzger, Thomas Setzer
Introduction to Service Analytics Minitrack. HICSS (2017)
Marius Goldberg, Axel Kieninger, Gerhard Satzger, Hansjörg Fromm
Retained Organizations in IT Outsourcing - Linking Organization Design to Outsourcing Management Problems. Bus. Inf. Syst. Eng. 59 (2) (2017)
Björn Schmitz, Gerhard Satzger, Ralf Gitzel
More Observations, More Variables or More Quality? - Data Acquisition Strategies to Enhance Uncertainty Analytics for Industrial Service Contracting. IESS (2017)
Ronny Markus Schüritz, Stefan Seebacher, Gerhard Satzger, Lucas Schwarz
Datatization as the Next Frontier of Servitization - Understanding the Challenges for Transforming Organizations. ICIS (2017)
Ronny Schüritz, Ella Brand, Gerhard Satzger, Johannes Kunze von Bischhoffshausen
How to Cultivate Analytics Capabilities within an Organization? - Design and Types of Analytics Competency Centers. ECIS (2017)
Carola Stryja, Gerhard Satzger, Verena Dorner
A Decision Support System Design to Overcome Resistance towards Sustainable Innovations. ECIS (2017)
Marius Goldberg, Gerhard Satzger, Hansjörg Fromm
Adapting IT Service Management for Successful Multi-Sourcing Service Integration. ECIS (2016)
Niklas Kuehl, Jan Scheurenbrand, Gerhard Satzger
Needmining: identifying micro Blog Data containing Customer Needs. ECIS (2016)
Niklas Kühl, Jan Scheurenbrand, Gerhard Satzger
"Needs from Tweets": Towards Deriving Customer Needs From Micro Blog Data (Extended Abstract). MKWI (2016)
Marius Goldberg, Gerhard Satzger
Towards Multi-Sourcing Maturity: A Service Integration Capability Model. ICIS (2016)
Gerhard Satzger, Daniel Beverungen, Martin Matzner, Carola Stryja
IT und dienstleistungen für die energiewende und die elektromobilität (IDEE 2016). GI-Jahrestagung (2016)
Lena Eckstein, Niklas Kuehl, Gerhard Satzger
Towards Extracting Customer Needs from Incident Tickets in IT Services. CBI (1) (2016)
Hansjörg Fromm, Gerhard Satzger, Thomas Setzer
Introduction to the Service Analytics Minitrack. HICSS (2016)
Björn Schmitz, Franziska Düffort, Gerhard Satzger
Managing Uncertainty in Industrial Full Service Contracts: Digital Support for Design and Delivery. CBI (1) (2016)
Ronny Schüritz, Gerhard Satzger
Patterns of Data-Infused Business Model Innovation. CBI (1) (2016)
Martin Matzner, Daniel Beverungen, Sebastian Lehnhoff, Gerhard Satzger, Michael Sonnenschein
IT und Dienstleistungen für die Energiewende und die Elektromobilität (IDEE). GI-Jahrestagung (2015)
Johannes Kunze von Bischhoffshausen, Markus Paatsch, Melanie Reuter, Gerhard Satzger, Hansjörg Fromm
An Information System for Sales Team Assignments Utilizing Predictive and Prescriptive Analytics. CBI (1) (2015)
Marius Goldberg, Gerhard Satzger
Designing Organizational Models for Service Integration in a Multi-sourcing Context. AMCIS (2015)
Marius Goldberg, Gerhard Satzger, Axel Kieninger
A Capability Framework for IT Service Integration and Management in Multi-Sourcing. ECIS (2015)

Gerhard Satzger.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Gerhard Satzger