Institute of Information Systems
Organisational unit: Institute
- Junior professorship for Information Systems, in particular Data Analytics
- Professorship for Computer Engineering
- Professorship for Information Systems, in particular Artificial Intelligence and Explainability
- Professorship for Information Systems, in particular Data Science
- Professorship for Information Systems, in particular Digital Transformation and Information Management
- Professorship for Information Systems, in particular E-Business and Knowledge Management
- Professorship for Information Systems, in particular Machine Learning
- Professorship for Information Systems, in particular Network Science
Organisation profile
At the Institute of Information Systems (IIS) of the Leuphana University we work on innovative topics in Information Systems and Data Science. The main focus is on digital transformation, e-health, e-commerce, business analytics, sports and e-learning. Methodologically, we focus on the development and use of machine learning and artificial intelligence methods for the modeling and solution of data-driven decision problems. Additional quantitative (e.g. graphs, optimization) and qualitative (e.g. interviews, reference modeling) methods complement this spectrum. Cooperating with other universities, companies, and institutions of the civil society plays an important role in our work.
Main research areas
At the Institute of Information Systems there are currently 6 professors and numerous research assistants. Our main research areas include digital transformation, e-health, e-commerce, business analytics, sports, and e-learning. Details can be found on the websites of the work groups and in the central research database of Leuphana. The Institute of Information Systems organized a number of events and conferences at Leuphana (e.g. ITEE 2013, final round of the German National Computer Science Competition 2014, MKWI 2018).
- Published
Unraveling Privacy Concerns in Complex Data Ecosystems with Architectural Thinking
Burmeister, F., Kurtz, C., Vogel, P., Drews, P. & Schirmer, I., 2021, ICIS 2021 Proceedings: Building sustainability and resilience with IS: A call for action. Association for Information Systems, 17 p. 2692Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Unternehmensführung mit SAP BI: Die Grundlagen für eine erfolgreiche Umsetzung von Business Intelligence ; mit Vorgehensmodell und Fallbeispiel
Knöll, H.-D., Schulz-Sacharow, C. & Zimpel, M., 2006, 1. ed. Wiesbaden: Springer Vieweg. 260 p.Research output: Books and anthologies › Book
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Unternehmenssteuerung durch Kennzahlen und Kennzahlensysteme
Piechota, S., 2006, Controller-Leitfaden: Loseblattsammlung - Ordner 1. Siegwart, H. (ed.). Zürich [u.a.]: WEKA Verlag, p. 1-29 29 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Transfer
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Unterstützung des Nachhaltigkeitsmanagements durch Unternehmensarchitekturmanagement: Ziele und Einsatzpotentiale
Horlach, B. & Drews, P., 2015, Smart Enterprise Engineering: 12. Internationalen Tagung Wirtschaftsinformatik (WI 2015), Tagungsband. Thomas, O. & Teuteberg, F. (eds.). Universität Osnabrück, p. 1799-1813 15 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Use Cases for Artificial Intelligence in the Product Experimentation Lifecycle
Stotz, N. & Drews, P., 2025, Product-Focused Software Process Improvement: 25th International Conference, PROFES 2024 Tartu, Estonia, December 2–4, 2024; Proceedings. Pfahl, D., Gonzalez Huerta, J., Klünder, J. & Anwar, H. (eds.). Cham: Springer Nature Switzerland AG, p. 289-304 16 p. (Lecture Notes in Computer Science; vol. 15452).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations: A Systematic Review
Ciharova, M., Amarti, K., van Breda, W., Peng, X., Lorente-Català, R., Funk, B., Hoogendoorn, M., Koutsouleris, N., Fusar-Poli, P., Karyotaki, E., Cuijpers, P. & Riper, H., 01.10.2024, In: Biological Psychiatry. 96, 7, p. 519-531 13 p.Research output: Journal contributions › Scientific review articles › Research
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User Authentication via Multifaceted Mouse Movements and Outlier Exposure
Matthiesen, J. J., Hastedt, H. & Brefeld, U., 01.04.2023, Advances in Intelligent Data Analysis XXI: 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings. Crémilleux, B., Hess, S. & Nijssen, S. (eds.). Cham: Springer Nature Switzerland AG, p. 300-313 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13876 LNCS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
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User participation in the quality assurance of requirements specifications: an evaluation of traditional models and animated systems engineering techniques
Knöll, H.-D., 2006, Measuring information systems delivery quality. Duggan, E. W. & Reichgelt, H. (eds.). Hershey, Pa. [u.a.]: Idea Group Publishing, p. 112-133 22 p.Research output: Contributions to collected editions/works › Chapter › peer-review
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User Participation in the Quality Assurance of Requirements Specifications: An Evaluation of Traditional Models and Animated Systems Engineering Techniques
Knöll, H.-D., 2010, Strategic Information Systems: Concepts, Methodologies, Tools, and Applications. Hunter, M. G. (ed.). IGI Global Publishing, Vol. 3. p. 1623-1638 16 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
- Published
Using CNNs to Detect Graphical Representations of Structural Equation Models in IS Papers
Genz, T. & Funk, B., 09.03.2020, Entwicklungen, Chancen und Herausforderungen der Digitalisierung: Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik 2020. Gronau, N., Heine, M., Krasnova, H. & Pousttchi, K. (eds.). Berlin: GITO mbH Verlag, Vol. 1. p. 115-120 6 p. 8. (WI 2020; vol. 1).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review