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

    Interactive sequential generative models for team sports

    Fassmeyer, D., Cordes, M. & Brefeld, U., 02.2025, In: Machine Learning. 114, 2, 15 p., 38.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  3. Published

    Masked autoencoder for multiagent trajectories

    Rudolph, Y. & Brefeld, U., 02.2025, In: Machine Learning. 114, 2, 18 p., 44.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  4. Published

    Construct relation extraction from scientific papers: Is it automatable yet?

    Funk, B. & Scharfenberger, J., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 4675-4684 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).

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

  5. Published

    Conveying the Ethics of Artificial Intelligence in K–12 and Academia: A Systematic Review of Teaching Methods

    Tschoppe, N. J., Katsarov, J., Drews, P. & Trittin-Ulbrich, H., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 4744-4753 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).

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

  6. Published

    Overcoming Multi-legacy Application Challenges through Building Dynamic Capabilities for Low-Code Adoption

    Naqvi, S. A. A., Zimmer, M. P., Rehan, S., Drews, P. & Basole, R. C., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 7503-7512 10 p. ( Hawaii International Conference on System Sciences (HICSS); vol. 2025).

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

  7. Published

    Shifting Competency Requirements for IT Professionals in the Digital Transformation: A Competency Transformation Process Model

    Pieczurczyk, S. & Drews, P., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 4789-4798 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).

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

  8. Published

    Understanding Partnering Strategies in the Low-Code Platform Ecosystem

    Naqvi, S. A. A., Zimmer, M. P., Drews, P. & Basole, R. C., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 6226-6235 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  9. Published

    Aligning Experimentation with Product Operations: A Taxonomy for Structuring Experimentation Teams

    Stotz, N., Labay, B., Vermeer, L. & Drews, P., 2025, Software Engineering and Advanced Applications (SEAA): 51st Euromicro Conference. Springer Nature Switzerland AG, p. 23-38

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

  10. Published

    Analyzing the Influence of Knowledge Graph Information on Relation Extraction

    Möller, C. & Usbeck, R., 2025, The Semantic Web: 22nd European Semantic Web Conference, ESWC 2025 Portoroz, Slovenia, June 1–5, 2025 Proceedings, Part I. Curry, E., Acosta, M., Poveda-Villalón, M., van Erp, M., Ojo, A., Hose, K., Shimizu, C. & Lisena, P. (eds.). Cham: Springer Nature Switzerland AG, Vol. 1. p. 460-480 21 p. (Lecture Notes in Computer Science ; vol. 15718).

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

  11. Accepted/In press

    Digital leadership routines: Understanding the role of artifacts in digital leadership development

    Eberl, J. K., Zimmer, M. P. & Drews, P., 12.2025, In: Information and Organization. 35, 4, 100599.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  12. 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

  13. 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

  14. 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

  15. 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

  16. Accepted/In press

    In-House Experimentation Platforms: Motivation, Implementation Characteristics and Challenges

    Stotz, N. & Drews, P., 2025, (Accepted/In press) Proceedings of PROFES 2025. 16 p.

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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

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