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

    D2R2 2024: Linked Data-driven Resilience Research 2024: Proceedings of the Third International Workshop on Linked Data-driven Resilience Research (D2R2'24) co-located with European Semantic Web Conference 2024 (ESWC 2024), May 27, 2024

    Holze, J. (Editor), Tramp, S. (Editor), Martin, M. (Editor), Auer, S. (Editor), Usbeck, R. (Editor) & Krdzavac, N. (Editor), 2024, Aachen: Rheinisch-Westfaelische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3707)

    Research output: Books and anthologiesConference proceedingsResearch

  2. Published

    DASC-PM v1.1: A Process Model for Data Science Projects

    Schulz, M., Neuhaus, U., Kaufmann, J., Kühnel, S., Alekozai, E. M., Rohde, H., Hoseini, S., Theuerkauf, R., Badura, D., Kerzel, U., Lanquillon, C., Daurer, S., Günther, M., Huber, L., Thiée, L.-W., Heiden, P. Z., Passlick, J., Dieckmann, J., Schwade, F., Seyffarth, T., Badewitz, W., Rissler, R., Sackmann, S., Gölzer, P., Welter, F., Röth, J., Seidelmann, J. & Haneke, U., 03.2022, Elmshorn: NORDAKADEMIE gAG Hochschule der Wirtschaft. 89 p.

    Research output: Books and anthologiesMonographsResearch

  3. Published

    Das Gesamtprojekt "Internes Rating" des Bank-Verlags - Eine Betrachtung aus der Sicht kleiner und mittelständischer Banken

    Dartsch, A. & Weinrich, G., 2001, Auf dem Weg zu Basel II: Konzepte, Modelle, Meinungen. Hofmann, G. (ed.). Frankfurt am Main: Bankakademie Verlag, p. 123-137 15 p.

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  4. Published

    Das objektorientierte Konstruktionshandbuch: nach dem Werkzeug & Material-Ansatz

    Züllighoven, H., Bleek, W.-G., Gryczan, G., Krabbel, A., Lilienthal, C., Roock, S., Strunk, W., Wetzel, I., Wolf, H., Slotos, T., Weske, D., Wiegand, F., Bürkle, U., Dörre, I., Franz, M., Hess, J., Knoll, R., Rieth, P., Siberski, W., Bäumer, D., Megert, D., Riehle, D. & Wulf, M., 1998, Heidelberg: dpunkt.verlag. 698 p. (dpunkt-Lehrbuch)

    Research output: Books and anthologiesMonographsEducation

  5. Published

    Data-driven analyses of electronic text books

    Boubekki, A., Kröhne, U., Goldhammer, F., Schreiber, W. & Brefeld, U., 2016, Solving large scale learning tasks: Challenges and algorithms : essays dedicated to Katharina Morik on the occasion of her 60th birthday. Michaelis, S., Piatkowski, N. & Stolpe, M. (eds.). Cham: Springer International Publishing AG, p. 362-376 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9580).

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  6. Published

    Data practices in apps from Brazil: What do privacy policies inform us about?

    Quadros dos Reis, V., Rabello, M. E. R., Lima, A. C., Jardim, G. P. S., Fernandes, E. R. & Brefeld, U., 10.02.2023, In: Journal on Interactive Systems. 14, 1, p. 1-8 8 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  7. E-pub ahead of print

    Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions

    Zantvoort, K., Hentati Isacsson, N., Funk, B. & Kaldo, V., 15.05.2024, (E-pub ahead of print) In: Digital Health. 10, 10 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  8. Published

    Datengetriebene Agilität: Auf der Erfolgsspur zur Digitalen Exzellenz

    Böhmann, T., Drews, P. & Zolnowski, A., 2016, Hamburg: Sopra Steria Consulting, 40 p.

    Research output: Working paperProject reportsTransfer

  9. Published

    Datenkompetenzen in Kooperationen fördern

    Funk, B. & Wuppermann, M., 01.2019, In: DUZ Wissenschaft & Management. 2, 1, p. 26-29 4 p.

    Research output: Journal contributionsJournal articlesTransferpeer-review

  10. Published

    Datenmodellierung mit dem Entity-Relationship-Ansatz

    Jacobs, J., 05.1996, Lüneburg: Universität Lüneburg, 49 p. (Final; vol. 6, no. 3).

    Research output: Working paperWorking papers

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