Prof. Dr. Matthias Schumann

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  • 2024 | Book Chapter
    ​ ​Characteristics of Production Scheduling Problems in the Era of Industry 4.0 – A Review of Machine Learning Algorithms for Production Scheduling​
    Groth, M. ; Schumann, M.  & Nickerson, R. C. ​ (2024)
    In: Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems pp. 119​-127. (Vol. 2).  DOI: https://doi.org/10.1007/978-3-031-38165-2_15 
    ​Details  DOI 
  • 2024 | Journal Article | Research Paper | 
    ​ ​What Do the Regulators Mean? A Taxonomy of Regulatory Principles for the Use of AI in Financial Services​
    Pamuk, M. ; Schumann, M.   & Nickerson, R. C. ​ (2024) 
    Machine learning and knowledge extraction, 6(1) pp. 143​-155​.​ DOI: https://doi.org/10.3390/make6010008 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Design and Implementation of a Distributed Ledger Technology Platform to Support Customs Processes within Supply Chains​
    Finke, C. ; Graf, L.; Guthahn, S.; Leidecker, L.; Masoldt, A. & Schumann, M. ​ (2023)
    ​ACIS 2023 Proceedings pp. 1​-16. ​34th Australasian Conference on Information Systems 2023​, Wellington, New Zealand.
    ​Details 
  • 2023 | Conference Paper
    ​ ​Why do Distributed Ledger Platforms Fail? Analyzing the Challenges of Distributed Ledger Technologies in Supply Chain Processes​
    Finke, C. ; Alfken, M. & Schumann, M. ​ (2023)
    ​ACIS 2023 Proceedings pp. 1​-19. ​34th Australasian Conference on Information Systems 2023​, Wellington, New Zealand.
    ​Details 
  • 2023 | Conference Paper
    ​ ​Design of a Reference Architecture for Production Scheduling Applications based on a Problem Representation including Practical Constraints​
    Groth, M.   & Schumann, M. ​ (2023)
    ​Australasian Conference on Information Systems​, Wellington.
    ​Details 
  • 2023 | Conference Paper
    ​ ​Enabling the Evaluation of Production Scheduling Algorithms in Complex Production Environments Using Individually Deployable Scheduling Services​
    Groth, M. ; Dippel, A. & Schumann, M. ​ (2023)
    ​Lecture Notes in Computer Science pp. 18​-32. (Vol. 13873). ​18th International Conference on Design Science Research in Information Systems and Technology​, Pretoria, South Africa. DOI: https://doi.org/10.1007/978-3-031-32808-4_2 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Increasing Students' Engagement: Designing a Gamified Peer Feedback System​
    Jokisch, C. ; Hobert, S.   & Schumann, M. ​ (2023)
    ​ECIS 2023 European Conference on Information Systems,​, Kristiansand, Norway.
    ​Details 
  • 2023 | Conference Paper
    ​ ​Design and Implementation of Hierarchical Digital Twins in Industrial Production Environments​
    Finke, C. ; Groth, M. ; Schumann, M. ; Dewitz, P.; Gehrke, J. & Marahrens, T. ​ (2023)
    ​Proceedings of the 56th Hawaii International Conference on System Sciences pp. 1448​-1457. ​Hawaii International Conference on System Sciences 2023​, Maui.
    ​Details 
  • 2023 | Journal Article
    ​ ​‹Double bind›-Phänomene in der Fortbildung von Lehrkräften an beruflichen Schulen im Kontext der Digitalisierung​
    Weber, S.; Zarnow, S.; Hackenberg, T.; Hiller, F.; Seeber, S. ; Geiser, P. & Schumann, M.  et al.​ (2023) 
    MedienPädagogik: Zeitschrift für Theorie und Praxis der Medienbildung, pp. 402​-442​.​ DOI: https://doi.org/10.21240/mpaed/00/2023.12.21.X 
    ​Details  DOI 
  • 2022 | Conference Paper
    ​ ​Analysis of consecutive financial statements concerning bankruptcy prediction​
    Nießner, T.   & Schumann, M. ​ (2022)
    ​8th Workshop on Risk Management and Insurance Research pp. 197​-205. 
    Barcelona​
    ​Details 
  • 2022 | Book Chapter
    ​ ​Digitale Medienkompetenz als Voraussetzung für die Erstellung von Prüfungsaufgaben​
    Meiners, H.; Hartmann, P. ; Niegemann, H.; Seeber, S.; Wuttke, E.& Schumann, M. ​ (2022)
    In:​Schumann, Stephan; Seeber, Susan; Abele, Stephan​ (Eds.), Digitale Transformation in der Berufsbildung - Konzepte, Befunde und Herausforderungen pp. 123​-144. ​Bielefeld: ​wbv Publikationen.
    ​Details 
  • 2022 | Book Chapter
    ​ ​Didaktische Bedeutung der Digitalisierung für die kaufmännische Berufsausbildung​
    Busse, J.; Geiser, P.; Schumann, M. ; Seeber, S.; Weber, J.; Hackenberg, T.& Zarnow, S. et al.​ (2022)
    In:​Schumann, Stephan; Seeber, Susan; Abele, Stephan​ (Eds.), Digitale Transformation in der Berufsbildung - Konzepte, Befunde und Herausforderungen pp. 75​-102. ​Bielefeld: ​wbv Publikationen.
    ​Details 
  • 2022 | Journal Article | 
    ​ ​Evidential Strategies in Financial Statement Analysis: A Corpus Linguistic Text Mining Approach to Bankruptcy Prediction​
    Nießner, T. ; Gross, D. H. & Schumann, M. ​ (2022) 
    Journal of Risk and Financial Management, 15(10) pp. 459​.​ DOI: https://doi.org/10.3390/jrfm15100459 
    ​Details  DOI 
  • 2022 | Conference Paper
    ​ ​Trust, but Verify!- An Empirical Investigation of Students’ Initial Trust in AI-Based Essay Scoring​
    Hartmann, P. ; Hobert, S.   & Schumann, M. ​ (2022)
    ​Proceedings of the 28th Americas Conference on Information Systems pp. 1​-10. 
    ​Details 
  • 2022 | Conference Paper
    ​ ​Influence of corporate industry affiliation in Financial Business Forecasting: A data analysis concerning competition​
    Nießner, T. ; Nießner, S. & Schumann, M. ​ (2022)
    ​AMCIS Proceedings 2022 pp. 1​-10. 
    Minneapolis, USA​
    ​Details 
  • 2022 | Conference Paper
    ​ ​Using Distributed Ledger Technologies to Support Complex Supply Chains​
    Finke, C. ; Freier, P. & Schumann, M. ​ (2022)
    pp. 1​-10. 
    Minneapolis, USA​
    ​Details 
  • 2022 | Conference Paper
    ​ ​Consideration of the Use of Language in Corporate Bankruptcy Prediction: A data analysis on German Companies​
    Nießner, T. ; Wiederspan, O. & Schumann, M. ​ (2022)
    ​PACIS 2022 Proceedings pp. 1​-15. 
    Taipeh-Sydney (Digital)​
    ​Details 
  • 2022 | Conference Paper
    ​ ​(AI)N’T NOBODY HELPING ME? - DESIGN AND EVALUATION OF A MACHINE-LEARNING-BASED SEMI-AUTOMATIC ESSAY SCORING SYSTEM​
    Hartmann, P. ; Holthoff, N.; Hobert, S.   & Schumann, M. ​ (2022)
    ​Proceedings of the 30th European Conference on Information Systems pp. 1​-16. 
    Timisoara, Rumänien​
    ​Details 
  • 2022 | Conference Paper
    ​ ​Chatbot Introduction and Operation in Enterprises - A Design Science Research-based Structured Procedure Model for Chatbot Projects​
    Meyer von Wolff, R.; Hobert, S.   & Schumann, M. ​ (2022)
    ​Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS) pp. 5933​-5942. 
    Maui, Hawaii​
    ​Details 
  • 2022 | Conference Paper
    ​ ​Does Technology Matter? How Digital Self-Efficacy Affects the Relationship between ICT Exposure and Job Dissatisfaction​
    Busse, J.; Busse, R. & Schumann, M. ​ (2022)
    ​Proceedings of the 55th Hawaii International Conference on System Sciences pp. 6260​-6269. 
    Maui, Hawaii​
    ​Details 
  • 2022 | Journal Article
    ​ ​Designing Process-based Chatbots in Enterprises: The Case of Business Travel Organization Considering the Users’ Perspective and Business Value​
    Meyer von Wolff, R.; Hobert, S.   & Schumann, M. ​ (2022) 
    AIS Transactions on Human-Computer Interaction, 14(4) pp. 578​-623​.​ DOI: https://doi.org/10.17705/1thci.00180 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Kompetenzen in digitalisierten kaufmännischen Arbeitsplatzsituationen - Eine vergleichende Perspektive von Ausbildenden und Lehrenden​
    Geiser, P.; Busse, J.; Seeber, S.; Schumann, M. ; Weber, J.; Zarnow, S. & Hiller, F. et al.​ (2021) 
    Zeitschrift für Berufs- und Wirtschaftspädagogik, pp. 630​-657​.​
    ​Details 
  • 2021 | Conference Paper
    ​ ​Towards ML-based Platforms in Finance Industry - An ML Approach to Generate Corporate Bankruptcy Probabilities based on Annual Financial Statements​
    Pamuk, M. ; Grendel, R. O. & Schumann, M. ​ (2021)
    ​ACIS 2021 Proceedings. 8 pp. 1​-11. 
    Sydney, Australien​
    ​Details 
  • 2021 | Journal Article
    ​ ​Leadership und Digitalisierung - Wie digitale Technologien den Führungsstil verändern​
    Lange, A.; Busse, J. & Schumann, M. ​ (2021) 
    Zeitschrift Führung + Organisation, pp. 276​-281​.​
    ​Details 
  • 2021 | Conference Paper
    ​ ​The Intention to Participate in Online Exams - The Student Perspective​
    Hartmann, P. ; Hobert, S.   & Schumann, M. ​ (2021)
    ​Proceedings of the 27th Americas Conference on Information Systems (AMCIS) pp. 1​-10. 
    Montreal, Kanada​
    ​Details 
  • 2021 | Conference Paper
    ​ ​Towards a taxonomy of AI-based methods in Financial Statement Analysis​
    Nießner, T. ; Nickerson, R. C. & Schumann, M. ​ (2021)
    ​AMCIS 2021 Proceedings pp. 1​-10. 
    Montreal, Canada​
    ​Details 
  • 2021 | Conference Paper
    ​ ​Using Self-Play within Deep Q Learning to improve real-time Production Scheduling​
    Groth, M. ; Freier, P.   & Schumann, M. ​ (2021)
    ​AMCIS 2021 Proceedings pp. 1​-10. ​AMCIS 2021​, Montreal, Canada.
    Montreal, Canada​
    ​Details 
  • 2021 | Conference Paper
    ​ ​Towards a Pedagogical Pattern Language for Micro Learning in Enterprises​
    Busse, J. & Schumann, M. ​ (2021)
    ​26th European Conference on Pattern Languages of Programs pp. 1​-8. 
    Graz, Austria​
    ​Details 
  • 2021 | Conference Paper
    ​ ​The role of gameful perception as a mediator for intrinsically motivating gamification​
    Wesseloh, H. ; Buddensiek, N.; Pantel, T.; Stein, F. M.; Szelat, P. & Schumann, M. ​ (2021)
    In:Bujic, M.; Koivisto, J.; Hamari, J.​ (Eds.), ​Proceedings of the 5th International GamiFIN Conference pp. 80​-89. 
    Levi​
    ​Details 
  • 2021 | Conference Paper
    ​ ​Sorry, I Can’t Understand You! - Influencing Factors and Challenges of Chatbots at Digital Workplaces​
    Meyer von Wolff, R.; Hobert, S.   & Schumann, M. ​ (2021)
    ​Proceedings of the 16th International Conference on Wirtschaftsinformatik pp. 1​-16. 
    Essen, Germany​
    ​Details 
  • 2020 | Conference Paper
    ​ ​The Students’ View on IT-Support Chatbots at Universities - A Case-based Pilot Study​
    Meyer von Wolff, R.; Heuzeroth, T.; Hobert, S.   & Schumann, M. ​ (2020)
    ​Proceedings of the 26th Americas Conference on Information Systems (AMCIS). 
    Salt Lake City, Utah​
    ​Details 
  • 2020 | Journal Article
    ​ ​Digitalisierung als didaktische Gestaltungsaufgabe im beruflichen Bereich​
    Weber, S.; Hiller, F.; Zarnow, S.; Hackenberg, T.; Seeber, S.; Geiser, P. & Achtenhagen, F. et al.​ (2020) 
    Berufsbildung, pp. 13​-16​.​
    ​Details 
  • 2020 | Journal Article
    ​ ​Chatbots at Digital Workplaces - A Grounded-Theory Approach for Surveying Application Areas and Objectives​
    Meyer von Wolff, R.; Hobert, S. ; Masuch, K. & Schumann, M. ​ (2020) 
    Pacific Asia Journal of the Association for Information Systems, pp. 64​-102​.​
    ​Details 
  • 2020 | Conference Paper
    ​ ​How to Design Learning Applications that Support Learners in their Moment of Need - Didactic Requirements of Micro Learning​
    Busse, J.; Lange, A.; Hobert, S.   & Schumann, M. ​ (2020)
    ​AMCIS 2020 Proceedings pp. 1​-10. 
    Salt Lake City, USA​
    ​Details 
  • 2020 | Journal Article | 
    ​ ​Einsatz von Chatbots am digitalen Büroarbeitsplatz - Eine praxisorientierte Betrachtung von Einsatzbereichen, Wirkungen und Handlungsempfehlungen​
    Meyer von Wolff, R. ; Hobert, S.   & Schumann, M. ​ (2020) 
    HMD : Praxis der Wirtschaftsinformatik, 57(3) pp. 413​-431​.​ DOI: https://doi.org/10.1365/s40702-020-00602-1 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​BECOME COMPETENT IN 15 MINUTES? - THE SUITABILITY OF MICRO LEARNING FOR COMPETENCE DEVELOPMENT​
    Busse, J.; Lange, A.; Briesemeister, M. & Schumann, M. ​ (2020)
    ​Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020) pp. 1​-17. 
    Marrakech, Morocco​
    ​Details 
  • 2020 | Conference Paper
    ​ ​Bossfights in Lectures! - A Longitidunal Study on a Gamified Application for Testing Factual Knowledge​
    Wesseloh, H. ; Stein, F. M.; Szelat, P. & Schumann, M. ​ (2020)
    In:Bujic, M.; Koivisto, J.; Hamari, J.​ (Eds.), ​Proceedings of the 4th International GamiFIN Conference pp. 31​-40. 
    Levi​
    ​Details 
  • 2020 | Conference Paper
    ​ ​Design and Implementation of a Decision Support System for Production Scheduling in the Context of Cyber-Physical Systems​
    Freier, P. & Schumann, M. ​ (2020)
    ​15. Internationale Tagung Wirtschaftsinformatik. 
    Potsdam​
    ​Details 
  • 2020 | Conference Paper
    ​ ​Chatbots for the Information Acquisition at Universities - A Student’s View on the Application Area​
    Meyer von Wolff, R.; Nörtemann, J.; Hobert, S.   & Schumann, M. ​ (2020)
    In:Folstad, A.​ (Ed.), ​Chatbot Research and Design. CONVERSATIONS 2019. Lecture Notes in Computer Science, vol 11970 pp. 231​-244. 
    Springer, Cham​
    ​Details 
  • 2020 | Book Chapter
    ​ ​Chatbots for the Information Acquisition at Universities – A Student’s View on the Application Area​
    Meyer von Wolff, R. ; Nörtemann, J.; Hobert, S.  & Schumann, M. ​ (2020)
    In: Chatbot Research and Design. CONVERSATIONS 2019. pp. 231​-244. ​Springer. DOI: https://doi.org/10.1007/978-3-030-39540-7_16 
    ​Details  DOI 

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