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).
- Published
Digital guided self-help for eating disorders: thematic analysis of participant text messages to coaches
Sadeh-Sharvit, S., Idan, O., Fowler, L. A., Fitzsimmons-Craft, E. E., Firebaugh, M.-L., Smith, A., Graham, A. K., Goelf , N. J., Flatt, R. E., Balantekinh, K. N., Monterubiod, G. E., Karam, A. M., Funk, B., Trockel, M. T., Wilfley, D. E. & Taylor, C. B., 2023, In: Eating Disorders, The Journal of Treatment & Prevention. 31, 2, p. 191-199 9 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Modeling Conditional Dependencies in Multiagent Trajectories
Rudolph, Y. & Brefeld, U., 2022, In: Proceedings of Machine Learning Research. 151, p. 10518-10533 16 p.Research output: Journal contributions › Conference article in journal › Research › peer-review
- Published
Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?
Rudolph, Y., Brefeld, U. & Dick, U., 2020, In: Proceedings of Machine Learning Research. 137, p. 136-147 12 p.Research output: Journal contributions › Conference article in journal › Research › peer-review
- Published
Enterprise Architecture Management Support for Digital Transformation Projects in Very Large Enterprises: A Case Study at a European Mobility Provider
Kanin, O. & Drews, P., 01.01.2022, Enterprise Design, Operations, and Computing: 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3–7, 2022, Proceedings. Almeida, J. P. A., Karastoyanova, D., Guizzardi, G., Montali, M., Maggi, F. M. & Fonseca, C. M. (eds.). Cham: Springer Schweiz, p. 74-90 17 p. (Lecture Notes in Computer Science ; vol. 13585).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
FaST: A linear time stack trace alignment heuristic for crash report deduplication
Rodrigues, I. M., Aloise, D. & Fernandes, E. R., 23.05.2022, The 2022 Mining Software Repositories Conference: MSR 2022, Proceedings; 18-20 May 2022, Virtual; 23-24 May 2022, Pittsburgh, Pennsylvania. New York: Institute of Electrical and Electronics Engineers Inc., p. 549-560 12 p. (Proceedings - IEEE/ACM International Conference on Mining Software Repositories ).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Robustness and disturbances in public transport
Ge, L., Voss, S. & Xie, L., 04.03.2022, In: Public Transport. 14, 1, p. 191-261 71 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Clustering design science research based on the nature of the designed artifact
Laine, J., Zimmer, M. P., Minkkinen, M., Salmela, H. & Mäntymäki, M., 01.01.2022, The Role of Digital Technologies in Shaping the Post Pandemic World: 21st IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2022, Newcastle Upon Tyne, UK, September 13–14, 2022, Proceedings. Papagiannidis, S., Alamanos, E., Gupta, S., Dwivedi, Y. K., Mäntymäki, M. & Pappas, I. O. (eds.). Cham: Springer Schweiz, p. 254–266 13 p. (Lecture Notes in Computer Science; vol. 13454).Research output: Contributions to collected editions/works › Chapter › peer-review
- Published
Responsible Artificial Intelligence Systems: Critical Considerations for Business Model Design
Zimmer, M. P., Minkkinen, M. & Mäntymäki, M., 31.12.2022, In: Scandinavian Journal of Information Systems. 34, 2, p. 113-162 50 p., 4.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Are We Discovering or Making Concepts? Performativity in Concept Defining
Niemimaa, M. & Zimmer, M. P., 07.2022, PACIS 2022 proceedings. AIS eLibrary, 9 p. 1853Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Dividing Apples and Pears: Towards a Taxonomy for Agile Transformation
Lueg, R., Zimmer, M. P. & Drews, P., 07.2022, PACIS 2022 proceedings. AIS eLibrary, 17 p. 1435Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review