Lukas-Valentin Herm

According to our database, Lukas-Valentin Herm authored at least 25 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 framework for implementing robotic process automation projects.

Lukas-Valentin Herm, Christian Janiesch, Alexander Helm, Florian Imgrund, Adrian Hofmann, Axel Winkelmann

Inf. Syst. E Bus. Manag., March, 2023

Impact of Explainable AI on Cognitive Load: Insights from an Empirical Study.

Lukas-Valentin Herm

Proceedings of the 31st European Conference on Information Systems, 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

Der Einfluss von menschlichen Denkmustern auf künstliche Intelligenz - Eine strukturierte Untersuchung von kognitiven Verzerrungen.

Lukas-Valentin Herm, Christian Janiesch, Patrick Fuchs

HMD Prax. Wirtsch., 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

A Consolidated Framework for Implementing Robotic Process Automation Projects (Extended Abstract).

Lukas-Valentin Herm, Christian Janiesch, Alexander Helm, Florian Imgrund, Kevin Fuchs, Adrian Hofmann, Axel Winkelmann

EMISA Forum, 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

Towards a Reference Architecture for Female-Sensitive Drug Management.

Deborah Mateja, Evita Alieke Bartels, Luis Oberste, Lukas-Valentin Herm, Alexa Danelski

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Towards an Implementation of Blockchain-based Collaboration Platforms in Supply Chain Networks: A Requirements Analysis.

Lukas-Valentin Herm, Christian Janiesch

Proceedings of the 54th Hawaii International Conference on System Sciences, 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

From Symbolic RPA to Intelligent RPA: Challenges for Developing and Operating Intelligent Software Robots.

Lukas-Valentin Herm, Christian Janiesch, Hajo A. Reijers, Franz Seubert

Proceedings of the Business Process Management - 19th International Conference, 2021

A Framework of Cost Drivers for Robotic Process Automation Projects.

Bernhard Axmann, Harmoko Harmoko, Lukas-Valentin Herm, Christian Janiesch

Proceedings of the Business Process Management: Blockchain and Robotic Process Automation Forum, 2021

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

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

A Consolidated Framework for Implementing Robotic Process Automation Projects.

Lukas-Valentin Herm, Christian Janiesch, Alexander Helm, Florian Imgrund, Kevin Fuchs, Adrian Hofmann, Axel Winkelmann

Proceedings of the Business Process Management - 18th International Conference, 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