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).
- 2023
- Published
Sexismo no Brasil: Análise de um Word Embedding por meio de testes baseados em associação implícita
Quadros dos Reis, V., 25.09.2023, BRAZILIAN SYMPOSIUM IN INFORMATION AND HUMAN LANGUAGE TECHNOLOGY (STIL). Caseli, H. & Finatto, M. J. B. (eds.). Sociedade Brasileira de Computação (SBC), p. 53-62 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Inflation Narratives from a Machine Learning Perspective
Möller, C., Huang, J., Weinig, M. V., Usbeck, R. & Fritsche, U., 01.10.2023, Digital Total - Computing & Data Science an der Universität Hamburg und in der Wissenschaftsmetropole Hamburg: Book of Abstracts. Semmann, M., Yimam, S. M., Schöning-Stierand, K. & Biemann, C. (eds.). Hamburg: Universitat Hamburg, p. 143 1 p.Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review
- Published
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
- Published
Hands in Focus: Sign Language Recognition Via Top-Down Attention
Sarhan, N., Wilms, C., Closius, V., Brefeld, U. & Frintrop, S., 08.10.2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings: Proceedings. Piscataway: IEEE Electromagnetic Compatibility Society, p. 2555-2559 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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
- Published
Understanding the socio-technical aspects of low-code adoption for software development
Naqvi, S. A. A., Zimmer, M. P., Rehan, S. & Drews, P., 05.11.2023, ECIS 2023 Proceedings. Aanestad, M., Klein, S. & Tarafdar, M. (eds.). AIS eLibrary, 17 p. 357. (Proceedings of European Conference on Information System (ECIS); vol. 2023).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Virtuous Play - Promoting Moral Sensitivity with Digital Games
Katsarov, J., 27.11.2023, Zurich. 457 p.Research output: Books and anthologies › Dissertations
- Published
Finding the Best Match — a Case Study on the (Text‑) Feature and Model Choice in Digital Mental Health Interventions
Zantvoort, K., Scharfenberger, J., Boß, L., Lehr, D. & Funk, B., 12.2023, In: Journal of Healthcare Informatics Research. 7, 4, p. 447-479 33 p., 00148.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Responsibility of/in Digital Transformation
Zimmer, M. P., Järveläinen, J., Stahl, B. C. & Mueller, B., 01.12.2023, In: Journal of Responsible Technology. 16, 5 p., 100068.Research output: Journal contributions › Other (editorial matter etc.) › Research
- Published
Digital Gazelles: Challenges of Digital Startups during Phases of High Growth
Tschoppe, N. J., Drechsler, A. & Drews, P., 08.12.2023, ACIS 2023 Proceedings: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". Wellington, New Zealand: Association for Information Systems, 12 p. 51Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review