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).

  1. 2025
  2. Published

    In-Vehicle Sensor System for Monitoring Efficiency of Vehicle E/E Architectures

    Peitzmeier, H., Horstkötter, J., Tebruegge, C., Kortmann, F., Seibel, A. & Bouattour, G., 2025, In: IEEE Sensors Letters. 9, 9, 6009804.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  3. Accepted/In press

    IT Outsourcing Relationships in the Context of Digital Transformation: From Transactional Relationships to Ecosystem Partnerships

    Gratzke, L., Zimmer, M. P. & Drews, P., 2025, (Accepted/In press) In: Information Systems Management.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  4. Accepted/In press

    Joint Item Response Models for Manual and Automatic Scores on Open-Ended Test Items

    Bengs, D., Brefeld, U., Kroehne, U. & Zehner, F., 2025, (Accepted/In press) In: Psychometrika.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  5. Published

    Machine Learning and Data Mining for Sports Analytics: 11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers

    Brefeld, U. (Editor), Davis, J. (Editor), Van Haaren, J. (Editor) & Zimmermann, A. (Editor), 2025, Cham: Springer Verlag. 119 p. (Communications in Computer and Information Science; vol. 2460)

    Research output: Books and anthologiesConference proceedingsResearch

  6. Published

    Metrics for Experimentation Programs: Categories, Benefits and Challenges

    Stotz, N. & Drews, P., 2025, Agile Processes in Software Engineering and Extreme Programming: 26th International Conference on Agile Software Development, XP 2025, Brugg-Windisch, Switzerland, June 2–5, 2025, Proceedings. Peter, S., Kropp, M., Aguiar, A., Anslow, C., Lunesu, M. I. & Pinna, A. (eds.). Cham: Springer Nature, p. 210-225 16 p. ( Lecture Notes in Business Information Processing; vol. 545).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  7. Published

    No-Code Platforms in Startups: Explaining Decisions for Adoption and Abandonment

    Laevskaya, E., Naqvi, S. A. A. & Drews, P., 2025, AMCIS 2025 Proceedings. Atlanta: AIS eLibrary, 10 p. 2070. (The AMCIS proceedings series; vol. 2025).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  8. Published

    Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering

    Jiang, L., Huang, J., Moller, C. & Usbeck, R., 2025, Proceedings - 2025 19th International Conference on Semantic Computing, ICSC 2025. Institute of Electrical and Electronics Engineers Inc., p. 28-35 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  9. Published

    Toward Learning Distributions of Distributions

    Wohlstein, M. & Brefeld, U., 2025, In: Proceedings of Machine Learning Research. 265, p. 269-275 7 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  10. Published

    Towards Faster IT Delivery: Identifying Factors Limiting the Speed of Enterprise IT

    Kanin, O. & Drews, P., 2025, PACIS 2025 Proceedings. Atlanta: AIS eLibrary, 16 p. 1709. (Pacific Asia Conference on Information Systems (PACIS)).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  11. Published

    uFood: Concept for a Serious Moral Game on Social-Media Marketing

    Katsarov, J., Rabener, T., Wagenbach, T., Zakharova, E., Blanco Hoppmann, Y., Tran, L., Drews, P. & Trittin-Ulbrich, H., 2025, Games and Learning Alliance: 13th International Conference, GALA 2024. Schönbohm, A., Bellotti, F., Buchiarone, A., de Rosa, F., Ninaus, M., Wang, A., Wanick, V. & Dondio, P. (eds.). Cham: Springer Schweiz, p. 355-360 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15348 LNCS).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

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