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

    DISCIE–Discriminative Closed Information Extraction

    Möller, C. & Usbeck, R., 2025, The Semantic Web – ISWC 2024 - 23rd International Semantic Web Conference, Proceedings. Demartini, G., Hose, K., Acosta, M., Palmonari, M., Cheng, G., Skaf-Molli, H., Ferranti, N., Hernández, D. & Hogan, A. (eds.). Cham: Springer Nature Switzerland AG, p. 23-40 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15232 LNCS).

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

  3. Published

    EVOLVING PURPOSES OF DIGITAL INNOVATION UNITS: EMPIRICAL INSIGHTS FROM A LARGE INSURANCE COMPANY

    Werner, M., Stockhinger, J. & Schiffer, S., 2025, Academy of Management Proceedings.

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

  4. Published

    Govern Like You Mean It: Embedding Data Ethics Practices within Data Governance

    Richter, K., Zimmer, M. P. & Drews, P., 2025, AMCIS 2025 Proceedings. Atlanta: AIS eLibrary, 10 p. 1265. (The AMCIS proceedings series; vol. 2025).

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

  5. Published

    How to Measure the Speed of Enterprise IT? An Enterprise Architecture-based Case Study in a Very Large Enterprise

    Kanin, O. & Drews, P., 2025, Enterprise Design, Operations, and Computing : 28th International Conference, EDOC 2024, Vienna, Austria, September 10–13, 2024, Revised Selected Papers. Borbinha, J., Sales, T. P., Da Silva, M. M., Proper, H. A. & Schnellmann, M. (eds.). Cham: Springer Schweiz, p. 101-118 18 p. (Lecture Notes in Computer Science (LNCS); vol. 15409).

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

  6. Published

    Introduction to the Design, Implementation, and Management of Digital Government Policies and Strategies Minitrack

    Gualdi, F., Cordella, A. & Lemmer, K., 2025, Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS). Bui, T. X. (ed.). University of Hawaii at Manoa, p. 1894-1895 2 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

    Research output: Contributions to collected editions/worksOtherResearch

  7. 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

  8. 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

  9. 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

  10. 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

  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

  12. Published

    Understanding Low-Code Evolution, Adoption and Ecosystem for Software Development

    Naqvi, S. A. A. & Drews, P., 2025, ICSOB-C 2024, Software Business: PhD Retreat and Posters & Demos Track 2024: Companion Proceedings of the 15th International Conference on Software Business (PhD Retreat, Posters & Demos Track), Utrecht, the Netherlands, November 18–20, 2024. D., Santos, R., Khanna, D. & Elshan, E. (eds.). Aachen: Rheinisch-Westfälische Technische Hochschule Aachen, 9 p. (CEUR workshop proceedings; vol. 3921).

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

  13. Published

    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/worksArticle in conference proceedingsResearchpeer-review

  14. Published

    Value-Based Transformation Management for Digital-Sustainable Co-Transformation

    Zimmer, M. P. & Paul, K., 2025, In: FIfF-Kommunikation. 42, 1, p. 32-35

    Research output: Journal contributionsJournal articlesTransferpeer-review

  15. 2024
  16. Published

    Creative spaces in computer science

    Kohler, M., Usbeck, R. & Edinger, J., 12.2024, In: IT - Information Technology. 66, 2-3, p. 39-41 3 p.

    Research output: Journal contributionsOther (editorial matter etc.)Research

  17. Published

    Estimation of minimal data sets sizes for machine learning predictions in digital mental health interventions

    Zantvoort, K., Nacke, B., Görlich, D., Hornstein, S., Jacobi, C. & Funk, B., 12.2024, In: npj Digital Medicine. 7, 1, 10 p., 361.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  18. Published

    Greenpeace's Digital Transformation: A Case of Digital–Sustainable Co-Transformation

    Zimmer, M. P., Paul, K. & Drews, P., 12.2024, Lüneburg: Leuphana Universität Lüneburg, 59 p.

    Research output: Working paperProject reportsResearch

  19. Published

    Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT

    Hentati Isacsson, N., Zantvoort, K., Forsell, E., Boman, M. & Kaldo, V., 12.2024, In: Internet Interventions. 38, 8 p., 100773.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  20. Published

    Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing

    Hornstein, S., Scharfenberger, J., Lueken, U., Wundrack, R. & Hilbert, K., 12.2024, In: npj Digital Medicine. 7, 1, 9 p., 132.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  21. Published

    Identifying clinically relevant agranulocytosis in people registered on the UK clozapine Central Non-Rechallenge Database: retrospective cohort study

    Oloyede, E., Bachmann, C. J., Dzahini, O., Lopez Alcaraz, J. M., Singh, S. D., Vallianatu, K., Funk, B., Whiskey, E. & Taylor, D., 11.2024, In: The British Journal of Psychiatry. 225, 5, p. 484-491 8 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  22. Published

    A Universal Digital Stress Management Intervention for Employees: Randomized Controlled Trial with Health-Economic Evaluation

    Freund, J., Smit, F., Lehr, D., Zarski, A. C., Berking, M., Riper, H., Funk, B., Ebert, D. D. & Buntrock, C., 22.10.2024, In: Journal of Medical Internet Research. 26, 13 p., e48481.

    Research output: Journal contributionsJournal articlesResearchpeer-review

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