Lukas-Valentin Herm

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

Reference Architecture

Process Automation

Critical Success Factors

Machine Learning

Top Venues

Publications

Lars Ackermann, Martin Käppel, Laura Marcus, Linda Moder, Sebastian Dunzer, Markus Hornsteiner, Annina Liessmann, Yorck Zisgen, Philip Empl, Lukas-Valentin Herm, Nicolas Neis, Julian Neuberger, Leo Poss, Myriam Schaschek, Sven Weinzierl, Niklas Wördehoff, Stefan Jablonski, Agnes Koschmider, Wolfgang Kratsch, Martin Matzner, Stefanie Rinderle-Ma, Maximilian Röglinger, Stefan Schönig, Axel Winkelmann
Recent Advances in Data-Driven Business Process Management. CoRR (2024)
Lukas-Valentin Herm, Christian Janiesch, Alexander Helm, Florian Imgrund, Adrian Hofmann, Axel Winkelmann
A framework for implementing robotic process automation projects. Inf. Syst. E Bus. Manag. 21 (1) (2023)
Lukas-Valentin Herm, Kai Heinrich, Jonas Wanner, Christian Janiesch
Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability. Int. J. Inf. Manag. 69 (2023)
Lukas-Valentin Herm
Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study. CoRR (2023)
Lukas-Valentin Herm
Impact of Explainable AI on Cognitive Load: Insights from an Empirical Study. ECIS (2023)
Lukas-Valentin Herm, Theresa Steinbach, Jonas Wanner, Christian Janiesch
A nascent design theory for explainable intelligent systems. Electron. Mark. 32 (4) (2022)
Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich, Christian Janiesch
The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study. Electron. Mark. 32 (4) (2022)
Lukas-Valentin Herm, Kai Heinrich, Jonas Wanner, Christian Janiesch
Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability. CoRR (2022)
Jonas Wanner, Lukas-Valentin Herm, Christian Janiesch, Kevin Fuchs, Axel Winkelmann
Industry 4.0 Maintenance: An Examination of the Readiness of Germany's Industrial Sector. CBI (1) (2022)
Alexander Mayr, Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch
Applications and Challenges of Task Mining: A Literature Review. ECIS (2022)
Lukas-Valentin Herm, Christian Janiesch, Patrick Fuchs
Der Einfluss von menschlichen Denkmustern auf künstliche Intelligenz - Eine strukturierte Untersuchung von kognitiven Verzerrungen. HMD Prax. Wirtsch. 59 (2) (2022)
Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch
A Taxonomy of User-centered Explainable AI Studies. PACIS (2022)
Bernhard Axmann, Harmoko Harmoko, Lukas-Valentin Herm, Christian Janiesch
A Framework of Cost Drivers for Robotic Process Automation Projects. BPM (Blockchain and RPA Forum) (2021)
Lukas-Valentin Herm, Christian Janiesch, Alexander Helm, Florian Imgrund, Kevin Fuchs, Adrian Hofmann, Axel Winkelmann
A Consolidated Framework for Implementing Robotic Process Automation Projects (Extended Abstract). EMISA Forum 41 (1) (2021)
Florian Imgrund, Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch, Marcus Fischer, Axel Winkelmann
Critical Success Factors for Process Modeling Projects - Analysis of Empirical Evidence. PACIS (2021)
Christian Janiesch, Jonas Wanner, Lukas-Valentin Herm
Design Principles for Shared Maintenance Analytics in Fleet Management. DESRIST (2021)
Deborah Mateja, Evita Alieke Bartels, Luis Oberste, Lukas-Valentin Herm, Alexa Danelski
Towards a Reference Architecture for Female-Sensitive Drug Management. HICSS (2021)
Jonas Wanner, Laurell Popp, Kevin Fuchs, Kai Heinrich, Lukas-Valentin Herm, Christian Janiesch
Adoption Barriers of AI: a Context-Specific Acceptance Model for Industrial Maintenance. ECIS (2021)
Lukas-Valentin Herm, Christian Janiesch, Hajo A. Reijers, Franz Seubert
From Symbolic RPA to Intelligent RPA: Challenges for Developing and Operating Intelligent Software Robots. BPM (2021)
Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich, Christian Janiesch
Stop Ordering Machine Learning Algorithms by Their Explainability! An Empirical Investigation of the Tradeoff Between Performance and Explainability. I3E (2021)
Lukas-Valentin Herm, Christian Janiesch
Towards an Implementation of Blockchain-based Collaboration Platforms in Supply Chain Networks: A Requirements Analysis. HICSS (2021)
Lukas-Valentin Herm, Jonas Wanner, Franz Seubert, Christian Janiesch
I Don't Get IT, but IT seems Valid! The Connection between Explainability and Comprehensibility in (X)AI Research. ECIS (2021)
Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich, Christian Janiesch, Patrick Zschech
White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems. ICIS (2020)
Jonas Wanner, Lukas-Valentin Herm, Marvin Langer, Florian Imgrund, Christian Janiesch
A Moral Consensus Mechanism for Autonomous Driving: Towards a Law-compliant Basis of Logic Programming. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Jonas Wanner, Lukas-Valentin Herm, Christian Janiesch
How Much is the Black Box? The Value of Explainability in Machine Learning Models. ECIS (2020)
Lukas-Valentin Herm, Christian Janiesch, Alexander Helm, Florian Imgrund, Kevin Fuchs, Adrian Hofmann, Axel Winkelmann
A Consolidated Framework for Implementing Robotic Process Automation Projects. BPM (2020)
Lukas-Valentin Herm, Jonas Wanner, Christian Janiesch
Bridging the Architectural Gap in Smart Homes Between User Control and Digital Automation. DESRIST (2020)
Jonas Wanner, Lukas-Valentin Herm, Dennis Hartel, Christian Janiesch
Verwendung binärer Datenwerte für eine KI-gestützte Instandhaltung 4.0. HMD Prax. Wirtsch. 56 (6) (2019)