Jonas Wanner

According to our database, Jonas Wanner authored at least 24 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability.

Lukas-Valentin Herm, Kai Heinrich, Jonas Wanner, Christian Janiesch

Int. J. Inf. Manag., April, 2023

A Taxonomy and Archetypes of Business Analytics in Smart Manufacturing.

Jonas Wanner, Christopher Wissuchek, Giacomo Welsch, Christian Janiesch

ACM SIGMIS Database, February, 2023

2022

The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study.

Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich, Christian Janiesch

Electron. Mark., December, 2022

A nascent design theory for explainable intelligent systems.

Lukas-Valentin Herm, Theresa Steinbach, Jonas Wanner, Christian Janiesch

Electron. Mark., December, 2022

Artificial Intelligence for Human Decision-Makers: Systematization, Perception, and Adoption of Intelligent Decision Support Systems in Industry 4.0.

Jonas Wanner

PhD thesis, 2022

Industry 4.0 Maintenance: An Examination of the Readiness of Germany's Industrial Sector.

Jonas Wanner, Lukas-Valentin Herm, Christian Janiesch, Kevin Fuchs, Axel Winkelmann

Proceedings of the 24th IEEE Conference on Business Informatics, 2022

A Taxonomy of User-centered Explainable AI Studies.

Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch

Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

Applications and Challenges of Task Mining: A Literature Review.

Alexander Mayr, Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch

Proceedings of the 30th European Conference on Information Systems, 2022

2021

Critical Success Factors for Process Modeling Projects - Analysis of Empirical Evidence.

Florian Imgrund, Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch, Marcus Fischer, Axel Winkelmann

Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021

Stop Ordering Machine Learning Algorithms by Their Explainability! An Empirical Investigation of the Tradeoff Between Performance and Explainability.

Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich, Christian Janiesch

Proceedings of the Responsible AI and Analytics for an Ethical and Inclusive Digitized Society, 2021

Adoption Barriers of AI: a Context-Specific Acceptance Model for Industrial Maintenance.

Jonas Wanner, Laurell Popp, Kevin Fuchs, Kai Heinrich, Lukas-Valentin Herm, Christian Janiesch

Proceedings of the 29th European Conference on Information Systems, 2021

I Don't Get IT, but IT seems Valid! The Connection between Explainability and Comprehensibility in (X)AI Research.

Lukas-Valentin Herm, Jonas Wanner, Franz Seubert, Christian Janiesch

Proceedings of the 29th European Conference on Information Systems, 2021

Design Principles for Shared Maintenance Analytics in Fleet Management.

Christian Janiesch, Jonas Wanner, Lukas-Valentin Herm

Proceedings of the Next Wave of Sociotechnical Design, 2021

Do you really want to know why? Effects of AI-based DSS Advice on Human Decisions.

Jonas Wanner

Proceedings of the 27th Americas Conference on Information Systems, 2021

2020

Machine Learning and Complex Event Processing. A Review of Real-time Data Analytics for the Industrial Internet of Things.

Jonas Wanner, Christopher Wissuchek, Christian Janiesch

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2020

A Moral Consensus Mechanism for Autonomous Driving: Towards a Law-compliant Basis of Logic Programming.

Jonas Wanner, Lukas-Valentin Herm, Marvin Langer, Florian Imgrund, Christian Janiesch

Proceedings of the Entwicklungen, 2020

How Much AI Do You Require? Decision Factors for Adopting AI Technology.

Jonas Wanner, Kai Heinrich, Christian Janiesch, Patrick Zschech

Proceedings of the 41st International Conference on Information Systems, 2020

White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems.

Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich, Christian Janiesch, Patrick Zschech

Proceedings of the 41st International Conference on Information Systems, 2020

How Much is the Black Box? The Value of Explainability in Machine Learning Models.

Jonas Wanner, Lukas-Valentin Herm, Christian Janiesch

Proceedings of the 28th European Conference on Information Systems, 2020

Bridging the Architectural Gap in Smart Homes Between User Control and Digital Automation.

Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch

Proceedings of the Designing for Digital Transformation. Co-Creating Services with Citizens and Industry, 2020

2019

Verwendung binärer Datenwerte für eine KI-gestützte Instandhaltung 4.0.

Jonas Wanner, Lukas-Valentin Herm, Dennis Hartel, Christian Janiesch

HMD Prax. Wirtsch., 2019

Machine Learning und Complex Event Processing: Effiziente Echtzeitauswertung am Beispiel Smart Factory.

Jonas Wanner, Christopher Wissuchek, Christian Janiesch

Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

Two-Sided Digital Markets: Disruptive Chance Meets Chicken or Egg Causality Dilemma.

Jonas Wanner, Carsten Bauer, Christian Janiesch

Proceedings of the 21st IEEE Conference on Business Informatics, 2019

Process Selection in RPA Projects - Towards a Quantifiable Method of Decision Making.

Jonas Wanner, Adrian Hofmann, Marcus Fischer, Florian Imgrund, Christian Janiesch, Jerome Geyer-Klingeberg

Proceedings of the 40th International Conference on Information Systems, 2019