Institute of Information Systems
Organisational unit: Institute
- Junior professorship for Information Systems, in particular Data Analytics
- Professorship for Computer Engineering
- Professorship for Information Systems, in particular Artificial Intelligence and Explainability
- Professorship for Information Systems, in particular Data Science
- Professorship for Information Systems, in particular Digital Transformation and Information Management
- Professorship for Information Systems, in particular E-Business and Knowledge Management
- Professorship for Information Systems, in particular Machine Learning
- Professorship for Information Systems, in particular Network Science
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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Knowledge-Enhanced Language Models Are Not Bias-Proof: Situated Knowledge and Epistemic Injustice in AI
Kraft, A. & Soulier, E., 03.06.2024, 2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024. Association for Computing Machinery, Inc, p. 1433-1445 13 p. (2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Kleinstgründungen von Frauen - Verbleibs- und Wechselfaktoren: Ergebnisse einer Panelstudie 1989 - 1999
Lischke, G., 2007, Fortschritte der Mittelstands-Forschung. Merz, J. (ed.). Münster, Westfalen: LIT Verlag, p. 267-279 13 p. (Entrepreneurship, professions, small business economics; vol. 3).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
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Kapitalanlagebetrug bei Geschlossenen Alternativen Investmentfonds (AIF) - Ansatzpunkte für eine juristische und betriebswirtschaftliche Bewertung
Weinrich, G. & Tiedemann, L., 11.2014, In: Neue Justiz. 68, 11, p. 462-469 8 p.Research output: Journal contributions › Journal articles › Transfer › peer-review
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Kann man eine ethische Haltung erlernen?
Katsarov, J. & Trittin-Ulbrich, H., 01.10.2023, In: people & work. 5, p. 54-56 3 p.Research output: Journal contributions › Journal articles › Research
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Kanalübergreifende Werbewirkungsanalyse in Echtzeit
Funk, B., 2014, Realtime Advertising: Digitales Marketing in Echtzeit: Strategien, Konzepte und Perspektiven. Busch, O. (ed.). Wiesbaden: Gabler Verlag, p. 41-51 11 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Transfer
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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. (Editor), Usbeck, R. (Editor), Mihindukulasooriya, N. (Editor), Jaradeh, M. Y. (Editor), Auer, S. (Editor), Singh, G. (Editor), Mutharaju, R. (Editor) & Kapanipathi, P. (Editor), 2023, Aachen: Rheinisch-Westfälische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3592)Research output: Books and anthologies › Conference proceedings › Research
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Joint optimization of an autoencoder for clustering and embedding
Boubekki, A., Kampffmeyer, M., Brefeld, U. & Jenssen, R., 01.07.2021, In: Machine Learning. 110, 7, p. 1901-1937 37 p.Research output: Journal contributions › Journal articles › Research › peer-review
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IT Governance in Scaling Agile Frameworks
Horlach, B., Böhmann, T., Schirmer, I. & Drews, P., 2018, Tagungsband Multikonferenz Wirtschaftsinformatik 2018: Data driven X - Turning Data into Value. Drews, P., Funk, B., Niemeyer, P. & Xie, L. (eds.). Leuphana Universität Lüneburg, Vol. 5. p. 1789-1800 12 p. (MKWI 2018 - Multikonferenz Wirtschaftsinformatik; vol. 2018-March).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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IT-Effizienzverstärker oder Komplexitätsbetreiber in der analytischen Unternehmenssteuerung?
Piechota, S., 2002, In: Controlling & Finance. 8, p. 6-7 2 p.Research output: Journal contributions › Journal articles › Research
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Investititonsanalyse: unter Anwendung eines Tabellenkalkulationsprogramms
Weinrich, G. & Hoffmann, U., 1989, München / Wien: Carl Hanser Verlag GmbH & Co. KG. 187 p. (Studienbücher der Wirtschaft)Research output: Books and anthologies › Monographs › Research