Gerhard Satzger
Orcid: 0000-0001-8731-654XAffiliations:
- Karlsruhe Institute of Technology (KIT), Karlsruhe Service Research Institute, Germany
- IBM Business Performance Services, Ehningen, Germany
According to our database1,
Gerhard Satzger
authored at least 104 papers
between 1993 and 2024.
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Bibliography
2024
On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration.
CoRR, 2024
User Engagement and Beyond: A Conceptual Framework for Engagement in Information Systems Research.
Commun. Assoc. Inf. Syst., 2024
2023
Electron. Mark., December, 2023
Decision control and explanations in human-AI collaboration: Improving user perceptions and compliance.
Comput. Hum. Behav., July, 2023
Proc. ACM Hum. Comput. Interact., 2023
Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice.
CoRR, 2023
Enabling Inter-organizational Analytics in Business Networks Through Meta Machine Learning.
CoRR, 2023
Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series.
CoRR, 2023
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts.
Proceedings of the Digital Responsibility: Social, 2023
Digital Service Innovation for Sustainable Development: A Systematic Literature Review.
Proceedings of the Digital Responsibility: Social, 2023
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making.
Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023
2022
Inf. Syst. Frontiers, 2022
Creating customer value from data: foundations and archetypes of analytics-based services.
Electron. Mark., 2022
Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making.
CoRR, 2022
Proceedings of the WI for Grand Challenges, 2022
Innovating Smart Product-Service Systems in Manufacturing SMEs: Current Practices, Affordances, and Constraints.
Proceedings of the 24th IEEE Conference on Business Informatics, 2022
Past, Present and Future of Data Ecosystems Research: A Systematic Literature Review.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022
Why Should I Share? Exploring Benefits of Open Data for Private Sector Organizations.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 43rd International Conference on Information Systems, 2022
Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Workers Through Explainable Artificial Intelligence.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
From Personal Data to Service Innovation - Guiding the Design of New Service Opportunities.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Proceedings of the 30th European Conference on Information Systems, 2022
2021
Towards an understanding of technology fit and appropriation in business networks: evidence from blockchain implementations.
Inf. Syst. E Bus. Manag., 2021
Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Work Through Explainable Artificial Intelligence.
CoRR, 2021
How to Conduct Rigorous Supervised Machine Learning in Information Systems Research: The Supervised Machine Learning Report Card.
Commun. Assoc. Inf. Syst., 2021
How to Design IIoT-Platforms your Partners are Eager to Join: Learnings from an Emerging Ecosystem.
Proceedings of the Innovation durch Informationssysteme, 2021
Untangling the Open Data Value Paradox: How Organizations Benefit from Revealing Data.
Proceedings of the Innovation durch Informationssysteme, 2021
Investigating Modular Reuse as an Underlying Mechanism of Conceptualization during Service Design - the Case of Key Activity Orchestration.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
Switching Scheme: A Novel Approach for Handling Incremental Concept Drift in Real-World Data Sets.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
2020
Utilizing Concept Drift for Measuring the Effectiveness of Policy Interventions: The Case of the COVID-19 Pandemic.
CoRR, 2020
Pathways from Data to Value: Identifying Strategic Archetypes of Analytics-Based Services.
Proceedings of the Entwicklungen, 2020
Proceedings of the Entwicklungen, 2020
How to Learn from Others: Transfer Machine Learning with Additive Regression Models to Improve Sales Forecasting.
Proceedings of the 22nd IEEE Conference on Business Informatics, 2020
Enabling System-Oriented Service Delivery in Industrial Maintenance: A Meta-method for Predicting Industrial Costs of Downtime.
Proceedings of the Exploring Service Science - 10th International Conference, 2020
Proceedings of the 28th European Conference on Information Systems, 2020
Engineering Industrial Service Systems: Design and Evaluation of System-Oriented Service Delivery.
Proceedings of the Designing for Digital Transformation. Co-Creating Services with Citizens and Industry, 2020
Proceedings of the Designing for Digital Transformation. Co-Creating Services with Citizens and Industry, 2020
Proceedings of the Smart Service Management - Design Guidelines and Best Practices, 2020
Proceedings of the Smart Service Management - Design Guidelines and Best Practices, 2020
2019
Cognitive computing for customer profiling: meta classification for gender prediction.
Electron. Mark., 2019
Automatically Extracting and Analyzing Customer Needs from Twitter: A "Needmining" Prototype.
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019
Value Co-Creation in Data-Driven Services: Towards a Deeper Understanding of the Joint Sphere.
Proceedings of the 40th International Conference on Information Systems, 2019
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Designing Useful Transparency to Improve Process Performance - Evidence from an Automated production Line.
Proceedings of the 27th European Conference on Information Systems, 2019
Not All Tasks are alike: Exploring the effect of Task Representation on User Engagement in Crowd-based Idea Evaluation.
Proceedings of the 27th European Conference on Information Systems, 2019
2018
To Rate or to Fund? - The Effect of Idea Evaluation Platform Design on Decision Quality and User Engagement.
Proceedings of the International Conference on Information Systems, 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
2017
Retained Organizations in IT Outsourcing - Linking Organization Design to Outsourcing Management Problems.
Bus. Inf. Syst. Eng., 2017
Datatization as the Next Frontier of Servitization - Understanding the Challenges for Transforming Organizations.
Proceedings of the International Conference on Information Systems, 2017
More Observations, More Variables or More Quality? - Data Acquisition Strategies to Enhance Uncertainty Analytics for Industrial Service Contracting.
Proceedings of the Exploring Services Science - 8th International Conference, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
A Decision Support System Design to Overcome Resistance towards Sustainable Innovations.
Proceedings of the 25th European Conference on Information Systems, 2017
How to Cultivate Analytics Capabilities within an Organization? - Design and Types of Analytics Competency Centers.
Proceedings of the 25th European Conference on Information Systems, 2017
2016
Proceedings of the 18th IEEE Conference on Business Informatics, 2016
Managing Uncertainty in Industrial Full Service Contracts: Digital Support for Design and Delivery.
Proceedings of the 18th IEEE Conference on Business Informatics, 2016
Proceedings of the 18th IEEE Conference on Business Informatics, 2016
Proceedings of the International Conference on Information Systems, 2016
Proceedings of the 46. Jahrestagung der Gesellschaft für Informatik, 2016
Proceedings of the 24th European Conference on Information Systems, 2016
Proceedings of the 24th European Conference on Information Systems, 2016
2015
An Information System for Sales Team Assignments Utilizing Predictive and Prescriptive Analytics.
Proceedings of the 17th IEEE Conference on Business Informatics, 2015
IT und Dienstleistungen für die Energiewende und die Elektromobilität (IDEE).
Proceedings of the 45. Jahrestagung der Gesellschaft für Informatik, Informatik, Energie und Umwelt, INFORMATIK 2015, Cottbus, Germany, September 28, 2015
Proceedings of the 23rd European Conference on Information Systems, 2015
Proceedings of the 21st Americas Conference on Information Systems, 2015
2014
IBM J. Res. Dev., 2014
Proceedings of the Exploring Services Science - 5th International Conference, 2014
Proceedings of the Exploring Services Science - 5th International Conference, 2014
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014
2013
Proceedings of the 11. Internationale Tagung Wirtschaftsinformatik, 2013
Proceedings of the Exploring Services Science - 4th International Conference, 2013
Service Innovation Analytics: Towards Assessment and Monitoring of Innovation Capabilities in Service Firms.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
2012
Business Cost Budgets: A Methodology to Incorporate Business Impact into Service Level Agreements.
Int. J. Serv. Sci. Manag. Eng. Technol., 2012
Int. J. Cooperative Inf. Syst., 2012
A Business Intelligence Solution for Assessing Customer Interaction, Cross-Selling, and Customization in a Customer intimacy Context.
Proceedings of the 20th European Conference on Information Systems, 2012
Incorporating Business Impact into Service Offers - A Procedure to Select Cost-Optimal Service Contracts.
Proceedings of the 18th Americas Conference on Information Systems, 2012
2011
Exploring the "Crowd" as enabler of better information quality.
Proceedings of the 16th International Conference on Information Quality, 2011
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011
Efficient quality management of human-based electronic services leveraging group decision making.
Proceedings of the 19th European Conference on Information Systems, 2011
2010
Quality Assurance for Human-Based Electronic Services: A Decision Matrix for Choosing the Right Approach.
Proceedings of the Current Trends in Web Engineering, 2010
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010
Proceedings of the Exploring Services Science - First International Conference, 2010
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010
Proceedings of the Sustainable IT Collaboration Around the Globe. 16th Americas Conference on Information Systems, 2010
Proceedings of the Sustainable IT Collaboration Around the Globe. 16th Americas Conference on Information Systems, 2010
2009
Technologische Innovation und die Auswirkung auf Geschäftsmodell, Organisation und Unternehmenskultur - Die Transformation der IBM zum global integrierten, dienstleistungsorientierten Unternehmen.
Wirtschaftsinf., 2009
Technological Innovation and Its Impact on Business Model, Organization and Corporate Culture - IBM's Transformation into a Globally Integrated, Service-Oriented Enterprise.
Bus. Inf. Syst. Eng., 2009
Proceedings of the 15th Americas Conference on Information Systems, 2009
1999
1997
System Integration in Information Technology - An Intermediation Rather Than A Procurement Task?
Proceedings of the Fifth European Conference on Information Systems, 1997
1995
An optimization approach integrating technical and financial objectives.
Proceedings of the Third European Conference on Information Systems, 1995
1994
Integrierte Entscheidungsunterstützung für die Hardwareplanung.
Wirtschaftsinf., 1994
1993