Gerhard Satzger

About Gerhard Satzger

Gerhard Satzger, With an exceptional h-index of 26 and a recent h-index of 21 (since 2020), a distinguished researcher at Karlsruher Institut für Technologie, specializes in the field of Digital Services, Service Analytics, Service Innovation, Human-AI-Collaboration.

His recent articles reflect a diverse array of research interests and contributions to the field:

Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence

Data-centric artificial intelligence

On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration

Transferring Domain Knowledge with (X) AI-Based Learning Systems

User Engagement and Beyond: A Conceptual Framework for Engagement in Information Systems Research

Sanitizing data for analysis: Designing systems for data understanding

ML-Based Teaching Systems: A Conceptual Framework

Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice

Gerhard Satzger Information

University

Position

Karlsruhe Service Research Institute / Institute of Information Systems and Marketing

Citations(all)

2094

Citations(since 2020)

1408

Cited By

1003

hIndex(all)

26

hIndex(since 2020)

21

i10Index(all)

62

i10Index(since 2020)

40

Email

University Profile Page

Google Scholar

Gerhard Satzger Skills & Research Interests

Digital Services

Service Analytics

Service Innovation

Human-AI-Collaboration

Top articles of Gerhard Satzger

Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence

arXiv preprint arXiv:2404.00029

2024/3/21

Data-centric artificial intelligence

Business & Information Systems Engineering

2024

On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration

arXiv preprint arXiv:2401.04729

2024/1/9

Transferring Domain Knowledge with (X) AI-Based Learning Systems

European Conference on Information Systems (ECIS)

2024

User Engagement and Beyond: A Conceptual Framework for Engagement in Information Systems Research

Communications of the Association for Information Systems

2024

Carina Benz
Carina Benz

H-Index: 2

Gerhard Satzger
Gerhard Satzger

H-Index: 14

Sanitizing data for analysis: Designing systems for data understanding

Electronic Markets

2023/12

ML-Based Teaching Systems: A Conceptual Framework

Proceedings of the ACM on Human-Computer Interaction (CSCW 2023)

2023/5/12

Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice

International Conference on Information Systems (ICIS 2023)

2023/10/3

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

arXiv preprint arXiv:2307.03003

2023/7/6

Enabling inter-organizational analytics in business networks through meta machine learning

Information Technology & Management

2023

On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making

???? Hybrid Human Artificial Intelligence (HHAI2023)

2023/4/18

Jakob Schoeffer
Jakob Schoeffer

H-Index: 0

Gerhard Satzger
Gerhard Satzger

H-Index: 14

Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction

2023/3/27

Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations

???? ACM Conference on Intelligent User Interfaces (ACM IUI)

2023

Decision control and explanations in human-AI collaboration: Improving user perceptions and compliance

Computers in Human Behavior

2023/7/1

Michael Vössing
Michael Vössing

H-Index: 3

Gerhard Satzger
Gerhard Satzger

H-Index: 14

Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series

arXiv preprint arXiv:2302.03302

2023/2/7

Is Your Organization Ready to Share? A Framework of Beneficial Conditions for Data Sharing

44th International Conference on Information Systems

2023

Carina Benz
Carina Benz

H-Index: 2

Gerhard Satzger
Gerhard Satzger

H-Index: 14

Digital Service Innovation for Sustainable Development: A Systematic Literature Review

2023/9/18

Barriers to Data Sharing among Private Sector Organizations

Hawaii International Conference on Systems Sciences (HICSS-56)

2023

Artificial intelligence and machine learning

Electronic Markets

2022/12

Exploring the Potential of Smart Service Systems: A Multi-Actor View on Affordances and Their Actualization

SMR-Journal of Service Management Research

2022/7/7

See List of Professors in Gerhard Satzger University(Karlsruher Institut für Technologie)