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

    Mathematik für Wirtschaftsinformatik

    Hoffmann, U., 2013, Lüneburg: Universität Lüneburg, 401 p. (FINAL; vol. 23, no. 1).

    Research output: Working paperWorking papers

  2. Published

    Mathematik 1

    Hoffmann, U., 2003, Lüneburg: Universität Lüneburg, 165 p. (Forum Informatics at Leuphana - Final; vol. 13, no. 3).

    Research output: Working paperWorking papers

  3. Published

    Mathematik 1

    Riebesehl, D., 2003, Lüneburg: Universität Lüneburg, 125 p. (Final; vol. 13, no. 2).

    Research output: Working paperWorking papers

  4. Published

    Master of Disaster: A Disaster-Related Event Monitoring System From News Streams

    Huang, J. & Usbeck, R., 2024

    Research output: other publicationsOtherResearch

  5. Published

    Masked Autoencoder Pretraining for Event Classification in Elite Soccer

    Rudolph, Y. & Brefeld, U., 26.02.2024, Machine Learning and Data Mining for Sports Analytics: 10th International Workshop, MLSA 2023, Revised Selected Papers. Brefeld, U., Davis, J., Van Haaren, J. & Zimmermann, A. (eds.). Cham: Springer Nature Switzerland AG, p. 24-35 12 p. (Communications in Computer and Information Science; vol. 2035).

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

  6. 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

  7. Published

    Managing information in the case of opinion spamming

    Ge, L. & Voß, S., 08.2020, Design, User Experience, and Usability. Interaction Design - 9th International Conference, DUXU 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings. Marcus, A. & Rosenzweig, E. (eds.). Cham: Springer Verlag, p. 370-384 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12200 LNCS).

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

  8. Published

    Managing Business Process in Distributed Systems: Requirements, Models, and Implementation

    Colomina, E., Funk, B., Niemeyer, P., Scheruhn, H.-J. & Weidner, S., 2010, In: IBIMA Business Review. p. 1-9 9 p.

    Research output: Journal contributionsJournal articlesEducationpeer-review

  9. Published

    Management-Informationssysteme als Werkzeug des Controllings in öffentlichen Verwaltungen

    Piechota, S., 1995, Management-Informationssysteme: Praktische Anwendungen. Hichert, R. & Moritz, M. (eds.). 2. völlig überarbeitete Auflage ed. Berlin: Springer Verlag, p. 71-83 13 p.

    Research output: Contributions to collected editions/worksChapter

  10. Published

    Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT

    Hentati Isacsson, N., Zantvoort, K., Forsell, E., Boman, M. & Kaldo, V., 12.2024, In: Internet Interventions. 38, 8 p., 100773.

    Research output: Journal contributionsJournal articlesResearchpeer-review

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  1. Mehr Schein als Sein?
  2. Aspekte eines individuell-sinnvollen Koordinations- und Stabilisationstraining im Mädchen-Fußball
  3. Produktion und Gebrauch
  4. Works councils and separations
  5. What do doctors and nursing staff know about pharmaceutical residues in the water cycle and how do they handle them?
  6. Métodos de enseñanza y aprendizaje interdisciplinario
  7. Job characteristics
  8. Ludifizierung von Kultur
  9. Export und Import im Verarbeitenden Gewerbe
  10. Finanzierungsstrategien kleiner und mittlerer Unternehmen
  11. Kompositionseffekte bei der Notenvergabe in Mathematik auf der 4. Schulstufe der österreichischen Volksschule
  12. Nicht ohne die Anderen
  13. Unions as insurance: Workplace unionization and workers' outcomes during COVID-19
  14. Die neue Jugendkultur
  15. Erkennung und klassifizierung von harmonischen transienten mit trigonometrischen glatten wavelet-paketen
  16. Organizational Practice Transfer within a Transnational Professional Service Firm
  17. Die mediale Erfindung der Gesellschaft
  18. Die Unbeständigkeit der wilden Seele
  19. Professionelle Lernbegleitung
  20. Evaluation of strength and power in upper extremities in wheelchair athletes
  21. Die Fotobefragung
  22. Armut über Generationen. Überlegungen zur methodischen Vorgehensweise in der rekonstruktiven intergenerationalen Ungleichheitsforschung und eine fallexemplarische Analyse
  23. Mealtime Conversations Between Parents and Their 2-Year-Old Children in Five Cultural Contexts
  24. Sex Drive
  25. Professional Service Firms, Knowledge-based Competition, and the Heterachical Organization
  26. E-Learning in der Erziehungswissenschaft
  27. Kinderdörfer in Niedersachsen
  28. Edgar Reitz' 'Heimat' als Sozialgeschichte der Neuen Medien
  29. Is the joke on you? The impact of sexist humour and gender dynamics on interpersonal work outcomes
  30. Betriebsklima und Unternehmenskultur
  31. Genetic responsibility in Germany and Israel
  32. Jenseits von links und rechts?
  33. Statistik für Soziologen 2
  34. The Termination of International Sanctions
  35. Erziehung und Evolution
  36. Gesundheitskompetenz von Studierenden. Befunde und Interventionsansätze
  37. Ein diversitätssensibles Einspielen
  38. Halboffene Weidelandschaften in Deutschland
  39. Gab es 1989/90 eine Stunde Null der deutschen Verfassungsgeschichte?
  40. Live spielen