Marcus Grum

According to our database, Marcus Grum authored at least 26 papers between 2016 and 2025.

Collaborative distances:

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

2025

A Generative and Restrictive AI Interplay in Entity Matching and Retrieval.

Roman Klinghammer, Atakan Argat, Lasse Schilling, Tim Müller, Mahsa Saifi, Marcus Grum

Proceedings of the Business Modeling and Software Design - 15th International Symposium, 2025

Trustworthy Artificial Neural Networks Due to Process Mining in AI: Challenges and Opportunities.

Marcus Grum

Proceedings of the Business Modeling and Software Design - 15th International Symposium, 2025

2024

The Meaningfulness of Knowledge for the Design of Sustainable AI.

Marcus Grum, Norbert Gronau

Int. J. Knowl. Manag., 2024

The impact of knowledge characteristics on process performance: experimenting with the conversion perspective on knowledge transfer velocity.

Marcus Grum, Norbert Gronau

Bus. Process. Manag. J., 2024

Capabilities of Gen AI.

Eldar Sultanow, Marc Ulrich, Zied Kamel, Sebastian Sebrak, Joanna Pomaskow, Balaji Gobinathan, Christian Czarnecki, Alina M. Chircu, Marcus Grum

Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

Managing Multi-site Artificial Neural Networks' Activation Rates and Activation Cycles - Experiments on Cross-Enterprise, Multi-site Deep Learning Systems.

Marcus Grum

Proceedings of the Business Modeling and Software Design - 14th International Symposium, 2024

Researching Multi-Site Artificial Neural Networks' Activation Rates and Activation Cycles.

Marcus Grum

Proceedings of the Business Modeling and Software Design - 14th International Symposium, 2024

2023

Adequate Basis for the Data-Driven and Machine-Learning-Based Identification.

Marcel Rojahn, Maximilian Ambros, Tibebu Biru, Hermann Krallmann, Norbert Gronau, Marcus Grum

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Learning Representations by Crystallized Back-Propagating Errors.

Marcus Grum

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Human Behavior in the Context of Continuous Change - An Exploratory Analysis in a Research and Application Center Industry 4.0.

Wiebke M. Roling, Arnulf Schüffler, Christof Thim, Marcus Grum, Norbert Gronau, Annette Kluge

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Modeling Change in Business Processes.

Christof Thim, Norbert Gronau, Jennifer Haase, Marcus Grum, Arnulf Schüffler, Wiebke M. Roling, Annette Kluge

Proceedings of the Business Modeling and Software Design - 13th International Symposium, 2023

2022

Context-Aware, Intelligent Musical Instruments for Improving Knowledge-Intensive Business Processes.

Marcus Grum

Proceedings of the Business Modeling and Software Design - 12th International Symposium, 2022

2021

Construction of a concept of neuronal modeling.

Marcus Grum

PhD thesis, 2021

Managing Knowledge of Intelligent Systems - The Design of a Chatbot Using Domain-Specific Knowledge.

Marcus Grum, David Kotarski, Maximilian Ambros, Tibebu Biru, Hermann Krallmann, Norbert Gronau

Proceedings of the Business Modeling and Software Design - 11th International Symposium, 2021

Quantification of Knowledge Transfers - The Design of an Experiment Setting for the Examination of Knowledge Transfers.

Marcus Grum, Norbert Gronau

Proceedings of the Business Modeling and Software Design - 11th International Symposium, 2021

2020

Adaptable Knowledge-Driven Information Systems Improving Knowledge Transfers - Design of Context-Sensitive, AR-Enabled Furniture Assemblies.

Marcus Grum, Norbert Gronau

Proceedings of the Business Modeling and Software Design - 10th International Symposium, 2020

Managing Human and Artificial Knowledge Bearers - The Creation of a Symbiotic Knowledge Management Approach.

Marcus Grum

Proceedings of the Business Modeling and Software Design - 10th International Symposium, 2020

2019

Design of a Worldwide Simulation System for Distributed Cyber-Physical Production Networks.

Benedict Bender, Marcus Grum, Norbert Gronau, Attahiru Sule Alfa, Bodhaswar T. Maharaj

Proceedings of the IEEE International Conference on Engineering, Technology and Innovation, 2019

Accelerating Knowledge - The Speed Optimization of Knowledge Transfers.

Marcus Grum, Simon Rapp, Norbert Gronau, Albert Albers

Proceedings of the Business Modeling and Software Design - 9th International Symposium, 2019

2018

A decision maxim for efficient task realization within analytical network infrastructures.

Marcus Grum, Benedict Bender, Attahiru Sule Alfa, Norbert Gronau

Decis. Support Syst., 2018

Process Modeling Within Augmented Reality - The Bidirectional Interplay of Two Worlds.

Marcus Grum, Norbert Gronau

Proceedings of the Business Modeling and Software Design - 8th International Symposium, 2018

2017

The construction of a common objective function for analytical infrastructures.

Marcus Grum, Benedict Bender, Attahiru Sule Alfa

Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

Entwicklung einer Methode zur Priorisierung von Anforderungen unter Berücksichtigung von Synergieeffekten.

Marcus Grum, Christian Glaschke

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

A Visionary Way to Novel Process Optimizations - The Marriage of the Process Domain and Deep Neuronal Networks.

Marcus Grum, Norbert Gronau

Proceedings of the Business Modeling and Software Design - 7th International Symposium, 2017

2016

Determining the optimal level of autonomy in cyber-physical production systems.

Norbert Gronau, Marcus Grum, Benedict Bender

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Entwicklung eines Architekturkonzepts zum flexiblen Einsatz von Analytics.

Benedict Bender, Marcus Grum

Proceedings of the 46. Jahrestagung der Gesellschaft für Informatik, 2016