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

    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

  3. 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

  4. Published

    NFDI4DS: Shared Tasks for Scholarly Document Processing

    Ahmad, R. A., Abdulla, R., Taffa, T. A., Auer, S., Giglou, H. B., Borisova, E., Chen, Z., Dietze, S., D'Souza, J., Elwes, M., Gesese, G. A., Jiang, S., Kutafina, E., Mayr, P., Rehm, G., Sadruddin, S., Schimmler, S., Schneider, D., Silva, K., Upadhyaya, S. & Usbeck, R., 2025, INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science: 55. Jahrestagung der Gesellschaft für Informatik, Potsdam, Germany, September 16-19, 2025. Lucke, U., Stieglitz, S., Uebernickel, F., Lamprecht, A.-L. & Klein, M. (eds.). Bonn: Gesellschaft für Informatik e.V., Vol. P-366. p. 1195-1205 11 p. (Lecture Notes in Informatics (LNI)).

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

  5. 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

  6. Published

    On the Role of Vision in Design Science Research

    Khosrawi-Rad, B., Robra-Bissantz, S., Strohmann, T. & vom Brocke, J., 2025, Local Solutions for Global Challenges: 20th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2025, Montego Bay, Jamaica, June 2–4, 2025, Proceedings, Part I. Chatterjee, S., vom Brocke, J. & Anderson, R. (eds.). Springer International Publishing, p. 57-67 11 p. (Lecture Notes in Computer Science; vol. 15703 LNCS).

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

  7. 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

  8. Published

    Rethinking Digital Reading Support: Designing GenAI Companions for Unlearning Ineffective Reading Patterns

    Di Maria, M. D., Steuck, P.-F., Khosrawi-Rad, B. & Bierschwale, D., 2025, INFORMATIK 2025. Potsdam: Gesellschaft für Informatik e.V.

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

  9. Published

    Synthesizing Design Knowledge for Persuasive Conversational Agents in Sustainability

    Strohmann, T., Schoormann, T., Khosrawi-Rad, B., Siemon, D. & Tuunanen, T., 2025, Pre-ICIS Workshop Proceedings 2024.

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

  10. Published

    The Relevance of Design Features: From Abstract Knowledge to Practical Implementation

    Strohmann, T. & Khosrawi-Rad, B., 2025, Local Solutions for Global Challenges: 20th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2025, Montego Bay, Jamaica, June 2–4, 2025, Proceedings, Part I. Chatterjee, S., vom Brocke, J. & Anderson, R. (eds.). Springer International Publishing, p. 116-134 19 p. (Lecture Notes in Computer Science; vol. 15703 LNCS).

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

  11. 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

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