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Institute of Information Systems

Organisational unit: Institute

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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).

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  1. Published

    Automated Invoice Processing: Machine Learning-Based Information Extraction for Long Tail Suppliers

    Krieger, F., Drews, P. & Funk, B., 01.11.2023, In: Intelligent Systems with Applications. 20, 14 p., 200285.

    Research output: Journal contributions › Journal articles › Research › peer-review

  2. Published

    Auswirkungen der Digitalisierung auf die Geschäftsmodelle der Finanzindustrie: Eine strukturierte Literaturanalyse auf der Grundlage des Business Model Canvas

    Schmidt, J. & Drews, P., 2016, Multikonferenz Wirtschaftsinformatik (MKWI) 2016 . Nissen, V., Stelzer, D., Straßburger, S. & Fischer, D. (eds.). Universitätsverlag Ilmenau - ilmedia, Vol. II. p. 967-978 12 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  3. Published

    Auswirkungen der Digitalisierung auf die Geschäftsmodelle der Finanzindustrie

    Schmidt, J. & Drews, P., 2016, In: Banking and Information Technology. 17, 1, p. 9-18 10 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  4. Published

    Aussagekraft von Ratings und Prospektinformationen für geschlossene Immobilienfonds: eine empirische Studie

    Jacobs, J., 06.2014, Risikoerkennung bei geschlossenen Fonds. Hoffmann, U. (ed.). Lüneburg: Universität Lüneburg, p. 2-14 13 p. (FInAL; vol. 24, no. 1).

    Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research

  5. Published

    Ausgewählte Kapitel der Theoretischen Informatik

    Hoffmann, U., 2007, Lüneburg: Universität Lüneburg, 313 p. (Final; vol. 12, no. 3).

    Research output: Working paper › Working papers

  6. Published

    Ausgewählte Kapitel der Theoretischen Informatik

    Hoffmann, U., 2008, 1. ed., Lüneburg: Universität Lüneburg, 350 p. (Final).

    Research output: Working paper › Working papers

  7. Published

    Ausgewählte Kapitel der Theoretischen Informatik

    Hoffmann, U., 2003, Lüneburg: Universität Lüneburg, 262 p. (Final).

    Research output: Working paper › Working papers

  8. Published

    Ausgewählte Kapitel der Theoretischen Informatik

    Hoffmann, U., 08.2002, Lüneburg: Universität Lüneburg, 255 p. (Final; vol. 12, no. 3).

    Research output: Working paper › Working papers

  9. Published

    A Universal Digital Stress Management Intervention for Employees: Randomized Controlled Trial with Health-Economic Evaluation

    Freund, J., Smit, F., Lehr, D., Zarski, A. C., Berking, M., Riper, H., Funk, B., Ebert, D. D. & Buntrock, C., 22.10.2024, In: Journal of Medical Internet Research. 26, 13 p., e48481.

    Research output: Journal contributions › Journal articles › Research › peer-review

  10. Published

    A Unified Contextual Bandit Framework for Long- and Short-Term Recommendations

    Tavakol, M. & Brefeld, U., 30.12.2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017 Skopje, Macedonia, September 18 – 22, 2017; Proceedings, Part II. Ceci, M., Hollmen, J., Todorovski, L., Vens, C. & Dzeroski, S. (eds.). Springer, Vol. 2. p. 269-284 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10535 LNAI).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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Recently viewed

Activities

  1. Schulnahe Unterstützung für einen modernen Englischunterricht Veranstaltung für Beraterinnen und Berater - 2011
  2. Conference of SIG4 'Higher Education' & SIG17 'Qualitative and Quantitative Approaches to Learning and Instruction'
  3. Hurra, endlich das wahre Leben! - Einstellungen und Beliefs der Lernenden zu Aufgaben mit und ohne Realitätsbezug!
  4. Gesellschaftliche Naturverhältnisse zwischen Krise und Vision. Eine Fallstudie im Biosphärenreservat Mittelelbe
  5. Regulatory Choices towards Climate Protection: Opportunities and Challenges in European Union Member States 2011
  6. Netzwerktreffen des NEtwork of Large-Scale Studies Including Students with Special Educational Needs (NELSEN) 2016
  7. Management of ecosystem resilience as optimal investment in self-protection. A simple, but often non-convex problem
  8. Which effect does a text- vs. video-based learning environment have on pre-service teachers' peer feedback expertise?

Publications

  1. Effects of lead and cadmium uptake on the metabolic rate of the woodlouse Porcellio scaber (crustacea, isopoda
  2. Emergence of Responsiveness Across Organizations, Networks, and Clusters from a Dynamic Capability Perspective
  3. Einstellungen von außertariflich bezahlten Fach- und Führungskräften in Bezug auf variable Vergütungssysteme
  4. The influence of terrain age and altitude on the arthropod communities found on recently deglaciated terrain
  5. Does the introduction of the Euro have an effect on subjective hypotheses about the price-quality relationship?
  6. Untersuchung der Knickstabilität eines Doppelgelenks für einen zweibeinigen Schreitroboter unter Unsicherheit
  7. Promoting and prolonging the beneficial effects of a vacation with the help of a smartphone-based intervention
  8. Global emission inventories for C4-C14 perfluoroalkyl carboxylic acid (PFCA) homologues from 1951 to 2030, Part I
  9. Expression of cyclooxygenase isozymes during morphogenesis and cycling of pelage hair follicles in mouse skin.
  10. Modelagem de cenários para o manejo sustentável de produtos florestais não-madeireiros em ecossistemas tropicais
  11. Mapping the vegetation of southern mongolian protected areas: application of GIS and remote sensing techniques
  12. Die Anverwandlung der Bibel in Kants Schrift »Die Religion innerhalb der Grenzen der blossen Vernunft« von 1793
  13. Nanomechanical Analysis and Fractography of Extruded Mg-Dy-Nd Based Alloy Influenced by Solution Heat Treatment
  14. Analyzing Emotional Styles in the Field of Christian Religion and The Relevance of New Types of Visualization
  15. Social organization influences the exchange and species richness of medicinal plants in amazonian homegardens
  16. Impact of rhizobacterial volatiles on Brachypodium distachyon (L.) Beauv. growth and response to abiotic stresses
  17. Illustrated Atlas on the History of Christianity, by Tim Dowley, Neukirchen-Vluyn: Neukirchner, 2019 (9783761566305)
  18. A new species of Nebria Latreille, 1802 from the Montes de León, north-west Spain (Coleoptera, Carabidae, Nebriinae)
  19. Using photography to elicit grazier values and management practices relating to tree survival and recruitment
  20. Experimental Investigation of Efficiency and Deposit Process Temperature During Multi-Layer Friction Surfacing
  21. On the Problems of Honorary Work in German Sports Clubs – A Qualitative-Dominated Crossover Mixed Methods Study
  22. Internationale Entsendungen von Mitarbeitern deutscher Unternehmen – Erste Ergebnisse einer empirischen Studie
  23. Die neukonzipierte Lehre der Universität St. Gallen und ihr Kontextstudium als ein Weg zu nachhaltiger Bildung
  24. Influence of altitude and longitude on vegetation in the dzungarian gobi and the south-western mongolian altai