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. Published

    Active learning for network intrusion detection

    Görnitz, N., Kloft, M., Rieck, K. & Brefeld, U., 2009, AISec '09: Proceedings of the ACM Conference on Computer and Communications Security. Balfanz, D. & Staddon, J. (eds.). New York: Association for Computing Machinery, Inc, p. 47-54 8 p.

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

  2. Published

    Action rate models for predicting actions in soccer

    Dick, U. & Brefeld, U., 02.03.2022, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 29-49 21 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  3. Published

    A Cross-Industry Analysis of the Spillover Effect in Paid Search Advertising

    Nottorf, F. & Funk, B., 09.2013, In: Electronic Markets. 23, 3, p. 205-216 12 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  4. Published

    Acceptance of Mobile Mental Health Treatment Applications

    Becker, D., 01.01.2016, In: Procedia Computer Science. 98, p. 220-227 8 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  5. Published

    Ablation Study of a Multimodal Gat Network on Perfect Synthetic and Real-world Data to Investigate the Influence of Language Models in Invoice Recognition

    Thiée, L. W., 11.09.2024, Document Analysis and Recognition – ICDAR 2024 Workshops: Athens, Greece, August 30–31, 2024 Proceedings, Part II. Mouchère, H. & Zhu, A. (eds.). Cham: Springer Nature AG, Vol. 2. p. 199-212 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14936)(Document analysis and recognition - ICDAR 2024 workshops ; vol. 2).

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

  6. Published

    A blackboard architecture for workflows

    Kleine Stegemann, S., Funk, B. & Slotos, T., 2007, Proceedings of the CAiSE'07 Forum at the 19th International Conference on Advanced Information Systems Engineering. Eder, J., Tomassen, S. L., Opdahl, A. & Sindre, G. (eds.). Achen: Sun Site Central Europe (RWTH Aachen University), Vol. 247. p. 57-60 4 p. (CEUR-WS; no. 247).

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

  7. Published

    Abbildung von Umweltwirkungen in betrieblichen Informationssystemen

    Funk, B. & Niemeyer, P., 01.08.2010, In: HMD Praxis der Wirtschaftsinformatik. 47, 274, p. 37-46 10 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  8. Published

    AAL-Onto: A Formal Representation of RAALI Integration Profiles

    Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Dürsch, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G., Hein, A. & Dutz, T., 2015, Ambient Assisted Living: 7. AAL-Kongress 2014 Berlin, Germany, January 21-22, 2014. Wichert, R. & Klausing, H. (eds.). Springer, p. 89-102 14 p. (Advanced Technologies and Societal Change).

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

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