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

    User participation in the quality assurance of requirements specifications: an evaluation of traditional models and animated systems engineering techniques

    Knöll, H.-D., 2006, Measuring information systems delivery quality. Duggan, E. W. & Reichgelt, H. (eds.). Hershey, Pa. [u.a.]: Idea Group Publishing, p. 112-133 22 p.

    Research output: Contributions to collected editions/worksChapterpeer-review

  2. Published

    User Authentication via Multifaceted Mouse Movements and Outlier Exposure

    Matthiesen, J. J., Hastedt, H. & Brefeld, U., 01.04.2023, Advances in Intelligent Data Analysis XXI: 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings. Crémilleux, B., Hess, S. & Nijssen, S. (eds.). Cham: Springer Nature Switzerland AG, p. 300-313 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13876 LNCS).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  3. Published

    Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations: A Systematic Review

    Ciharova, M., Amarti, K., van Breda, W., Peng, X., Lorente-Català, R., Funk, B., Hoogendoorn, M., Koutsouleris, N., Fusar-Poli, P., Karyotaki, E., Cuijpers, P. & Riper, H., 01.10.2024, In: Biological Psychiatry. 96, 7, p. 519-531 13 p.

    Research output: Journal contributionsScientific review articlesResearch

  4. 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

  5. Published

    Unterstützung des Nachhaltigkeitsmanagements durch Unternehmensarchitekturmanagement: Ziele und Einsatzpotentiale

    Horlach, B. & Drews, P., 2015, Smart Enterprise Engineering: 12. Internationalen Tagung Wirtschaftsinformatik (WI 2015), Tagungsband. Thomas, O. & Teuteberg, F. (eds.). Universität Osnabrück, p. 1799-1813 15 p.

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

  6. Published

    Unternehmenssteuerung durch Kennzahlen und Kennzahlensysteme

    Piechota, S., 2006, Controller-Leitfaden: Loseblattsammlung - Ordner 1. Siegwart, H. (ed.). Zürich [u.a.]: WEKA Verlag, p. 1-29 29 p.

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

  7. Published

    Unternehmensführung mit SAP BI: Die Grundlagen für eine erfolgreiche Umsetzung von Business Intelligence ; mit Vorgehensmodell und Fallbeispiel

    Knöll, H.-D., Schulz-Sacharow, C. & Zimpel, M., 2006, 1. ed. Wiesbaden: Springer Vieweg. 260 p.

    Research output: Books and anthologiesBook

  8. Published

    Unraveling Privacy Concerns in Complex Data Ecosystems with Architectural Thinking

    Burmeister, F., Kurtz, C., Vogel, P., Drews, P. & Schirmer, I., 2021, ICIS 2021 Proceedings: Building sustainability and resilience with IS: A call for action. Association for Information Systems, 17 p. 2692

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

  9. Published

    Unobtrusive Vital Sign Acquisition in the Domain of AAL

    Busch, B.-H. & Welge, R., 09.2012, In: Biomed Tech - Journal of Biomedical Engineering and Technology . 57, SUPPL. 1 TRACK-E, p. 1085-1088 4 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  10. Published

    Unobtrusive Respiratory Rate Detection within Homecare Scenarios

    Busch, B.-H. & Welge, R., 2014, Ambient Assisted Living: 6. AAL-Kongress 2013 Berlin, Germany, January 22. - 23. , 2013. Wichert, R. & Klausing, H. (eds.). Springer, p. 61-78 18 p. (Advanced Technologies and Societal Change).

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

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