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

    A two-step approach for the prediction of mood levels based on diary data

    Bremer, V., Becker, D., Genz, T., Funk, B. & Lehr, D., 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings: European Conference, ECML PKDD 2018, Dublin, Ireland. Brefeld, U., Curry, E., Daly, E., MacNamee, B., Marascu, A., Pinelli, F., Berlingerio, M. & Hurley, N. (eds.). Cham: Springer International Publishing AG, p. 626-629 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

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

  2. Published

    Atmungsdetektion und Analyse mithilfe von UWB-Sensorik im Bereich häuslicher Pflege: Unobtrusive Respiratory Rate Detection within Homecare scenarios

    Busch, B.-H. & Welge, R., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik : 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 115-123 9 p.

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

  3. Published

    A systematic literature review of machine learning canvases

    Thiée, L.-W., 05.10.2021, INFORMATIK 2021 - Die 51. Jahrestagung der Gesellschaft fur Informatikin: Computer Science and Sustainability. Gesellschaft für Informatik e.V. (GI) (ed.). Bonn: Gesellschaft für Informatik e.V., p. 1221-1235 15 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-314).

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

  4. Published

    A Structure and Content Prompt-based Method for Knowledge Graph Question Answering over Scholarly Data

    Jiang, L., Yan, X. & Usbeck, R., 14.12.2023, Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023 : Athens, Greece, November 6-10, 2023. Banerjee, D., Usbeck, R., Mihindukulasooriya, N., Jaradeh, M. Y., Auer, S., Singh, G., Mutharaju, R. & Kapanipathi, P. (eds.). Aachen: Rheinisch-Westfälische Technische Hochschule Aachen, Vol. 3592. 7 p. 3. (CEUR Workshop Proceedings; vol. 3592).

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

  5. Published

    Assessing User Behavior by Mouse Movements

    Matthiesen, J. J. & Brefeld, U., 2020, HCI International 2020 - Posters - : 22nd International Conference, HCII 2020, Proceedings. Stephanidis, C. & Antona, M. (eds.). Cham: Springer, p. 68-75 8 p. (Communications in Computer and Information Science; vol. 1224 CCIS).

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

  6. Published

    A specification schema for software connectors

    Slotos, T., 2014, CBSE 2014 - Proceedings of the 17th International ACM SIGSOFT Symposium on Component-Based Software Engineering (Part of CompArch 2014): Proceedings of the 17th International ACM SIGSOFT Symposium on Component-Based Software Engineering (part of CompArch 2014). T. A. F. C. M. (ed.). Association for Computing Machinery, Inc, p. 139-147 9 p. (CBSE 2014 - Proceedings of the 17th International ACM SIGSOFT Symposium on Component-Based Software Engineering (Part of CompArch 2014)).

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

  7. Published

    ASE: A new approach for qualitative groupware development projects?

    Pahnke, C., Knöll, H. D. & Moreton, R., 2001, Proceedings of the 2001 Engineering Technology Conference on Energy, ETCE2001. Part A: Combustion and Alternative Energy Technology, Computers in Engineering, Drilling Technology.. The American Society of Mechanical Engineers (ASME), p. 113-120 8 p. (Proceedings of the Engineering Technology Conference on Energy; vol. A).

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

  8. Published

    Are We Discovering or Making Concepts? Performativity in Concept Defining

    Niemimaa, M. & Zimmer, M. P., 07.2022, PACIS 2022 proceedings. AIS eLibrary, 9 p. 1853

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

  9. Published

    A Reference Model for Data-driven Business Model Innovation Initiatives in Incumbent Firms

    Rashed, F., Drews, P. & Zaki, M., 2022, ECIS 2022 proceedings. AIS eLibrary, 15 p. 1873. (ECIS 2022 research papers; no. 156).

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

  10. Published

    A reference architecture for the integration of EMIS and ERP-Systems

    Funk, B., Niemeyer, P. & Möller, A., 2009, Informatik 2009: Im Focus das Leben; Beiträge der 39. Jahrestagung der Gesellschaft für Informatik. Fischer, S., Maehle, E. & Reischuk, R. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 436 1 p. (GI-Edition : Lecture Notes in Informatics, Proceedings; vol. 154).

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