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).
- 2026
- Accepted/In press
AI-Enhanced Literature Reviews: Connecting Emerging Phenomena and Bodies of Knowledge
Naqvi, S. A. A., Zimmer, M. P., Kauschinger, M., Drews, P. & Basole, R. C., 2026, (Accepted/In press) Proceedings of HICSS 2026.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Aligning Experimentation with Product Operations: A Taxonomy for Structuring Experimentation Teams
Stotz, N., Labay, B., Vermeer, L. & Drews, P., 2026, Software Engineering and Advanced Applications - 51st Euromicro Conference, SEAA 2025, Proceedings: 51st Euromicro Conference, SEAA 2025 Salerno, Italy, September 10–12, 2025 Proceedings, Part III. Taibi, D. & Smite, D. (eds.). Cham: Springer Nature Switzerland AG, Vol. 3. p. 23-38 16 p. (Lecture Notes in Computer Science; vol. 16083).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2025
- E-pub ahead of print
Self-improvement for Computerized Adaptive Testing
Rudolph, Y., Neubauer, K. & Brefeld, U., 2026, Machine Learning and Knowledge Discovery in Databases - Research Track: European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings. Ribeiro, R. P., Pfahringer, B., Japkowicz, N., Larrañaga, P., Jorge, A. M., Soares, C., Abreu, P. H. & Gama, J. (eds.). Cham: Springer International Publishing, Vol. 2. p. 70-86 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence); vol. 16014).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Inclusion of Autistic It Workforce in Action: An Auticon Approach
Abramova, O., Recker, J., Schemm, U. & Barwitzki, L. D., 09.2025, In: Information Systems Journal. 35, 5, p. 1439-1459 21 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
HySQA: Hybrid Scholarly Question Answering
Taffa, T., Banerjee, D., Assabie, Y. & Usbeck, R., 26.08.2025, Linking Meaning: Semantic Technologies Shaping the Future of AI: Proceedings of the 21st International Conference on Semantic Systems, 3-5 September 2025, Vienna, Austria. Spahiu, B., Vahdati, S., Salatino, A., Pellegrini, T. & Havur, G. (eds.). Amsterdam: IOS Press BV, p. 247-263 17 p. (Studies on the Semantic Web; vol. 62).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Accepted/In press
Taking Digital Responsibility for Data: Toward a Governance Model for User-Generated Data
Christ, A. S., Carl, K. V., Kurtz, C., Lobschat, L., Mueller, B. & Zimmer, M. P., 19.08.2025, (Accepted/In press) In: Schmalenbach Journal of Business Research. 30 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
Berto, F., Hua, C., Park, J., Luttmann, L., Ma, Y., Bu, F., Wang, J., Ye, H., Kim, M., Choi, S., Zepeda, N. G., Hottung, A., Zhou, J., Bi, J., Hu, Y., Liu, F., Kim, H., Son, J., Kim, H., Angioni, D., Kool, W., Cao, Z., Zhang, Q., Kim, J., Zhang, J., Shin, K., Wu, C., Ahn, S., Song, G., Kwon, C., Tierney, K., Xie, L. & Park, J., 03.08.2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Antonie, L., Pei, J. & Yu, X. (eds.). Association for Computing Machinery, p. 5278-5289 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
DBLPLink 2.0 -- An Entity Linker for the DBLP Scholarly Knowledge Graph
Banerjee, D., Taffa, T. A. & Usbeck, R., 30.07.2025Research output: other publications › Other › Research
- Published
Automating SPARQL Query Translations between DBpedia and Wikidata
Bartels, M. C., Banerjee, D. & Usbeck, R., 14.07.2025, Linking Meaning: Semantic Technologies Shaping the Future of AI: Cover 74617 Proceedings of the 21st International Conference on Semantic Systems, 3-5 September 2025, Vienna, Austria. Spahiu, B., Vahdati, S., Salatino, A., Pellegrini, T. & Havur, G. (eds.). IOS Press BV, p. 176-193 18 p. (Studies on the Semantic Web; vol. 62).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
- E-pub ahead of print
ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs
Salnikov, M., Sakhovskiy, A., Nikishina, I., Usmanova, A., Kraft, A., Möller, C., Banerjee, D., Huang, J., Jiang, L., Abdullah, R., Yan, X., Tutubalina, E., Usbeck, R. & Panchenko, A., 2026, Natural Language Processing and Information Systems: 30th International Conference on Applications of Natural Language to Information Systems, NLDB 2025, Proceedings. Ichise, R. (ed.). Springer Science and Business Media Deutschland, p. 95-110 16 p. (Lecture Notes in Computer Science; vol. 15836 LNCS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Special Issue: Embracing Contrarian Thinking: Value-Reflexive Research for a Digital World
Zimmer, M. P. (Editor), Vasilakopoulou, P. (Editor), Grisot, M. (Editor) & Niemimaa, M. (Editor), 07.2025, Routledge Taylor & Francis Group. (European Journal of Information Systems)Research output: Books and anthologies › Special Journal issue › Research
- Published
Biomedical Entity Linking with Triple-aware Pre-Training
Yan, X., Möller, C. & Usbeck, R., 16.06.2025, Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2025. Dessi, R., Jeenu, J., Dessi, D., Osborne, F. & Aras, H. (eds.). Aachen: CEUR-WS, 8 p. (CEUR Workshop Proceedings; vol. 3979).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
- Published
From Feedback to Formative Guidance: Leveraging LLMs for Personalized Support in Programming Projects
Ghoochani, F., Scharfenberger, J., Funk, B., Doublan, R., Jakharabhai Odedra, M. & Etsiwah, B., 12.06.2025, UMAP 2025 - Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization. Conati, C., Narducci, F., Rossiello, G., Musto, C. & Vassileva, J. (eds.). Association for Computing Machinery, Inc, p. 398-403 6 p. (UMAP 2025 - Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Muses or Stereotypes? Identifying Historical Patterns of Sexism in a Corpus of Brazilian Lyrics
Lopes, J. N. D. S., Firmino, V. P. & Dos Reis, V. Q., 05.06.2025, In: Journal on Interactive Systems. 16, 1, p. 369-380 12 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
The promise and challenges of computer mouse trajectories in DMHIs – A feasibility study on pre-treatment dropout predictions
Zantvoort, K., Matthiesen, J., Bjurner, P., Bendix, M., Brefeld, U., Funk, B. & Kaldo, V., 06.2025, In: Internet Interventions. 40, 7 p., 100828.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Bridge-Generate: Scholarly Hybrid Question Answering
Taffa, T. A. & Usbeck, R., 23.05.2025, WWW Companion 2025 - Companion Proceedings of the ACM Web Conference 2025: Companion Proceedings of the ACM Web Conference 2025, April 28-May 2, 2025 Sydney, NSW, Australia. Long, G., Blumestein, M., Chang, Y., Lewin-Eytan, L., Huang, H. & Yom-Tov, E. (eds.). New York: Association for Computing Machinery, Inc, p. 1321-1325 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- E-pub ahead of print
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective
Baiyere, A., Zimmer, M. P., Staykova, K. S. & Jöhnk, J., 15.04.2025, (E-pub ahead of print) In: Information Systems Research. 37 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Capitalizing on natural language processing (NLP) to automate the evaluation of coach implementation fidelity in guided digital cognitive-behavioral therapy (GdCBT)
Zainal, N. H., Eckhardt, R., Rackoff, G. N., Fitzsimmons-Craft, E. E., Rojas-Ashe, E., Barr Taylor, C., Funk, B., Eisenberg, D., Wilfley, D. E. & Newman, M. G., 02.04.2025, In: Psychological Medicine. 55, e106.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Decoding the Landscape of Smart City Platforms: A Taxonomy Approach
Richter, K., Zimmer, M. P. & Lemmer, K., 04.2025, Transforming the Digitally Sustainable Enterprise: Proceedings of the 18th International Conference on Wirtschaftsinformatik, 2023, Vol. 3. Beverungen, D., Lehrer, C. & Trier, M. (eds.). Cham: Springer Science and Business Media Deutschland, p. 409-427 19 p. 90. (Lecture Notes in Information Systems and Organisation; vol. 76).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Patient centricity in IS healthcare – a framework proposing enablement, empowerment, and engagement of patients as individual IS users
Maschewski, J. & Lemmer, K., 04.2025, Transforming the Digitally Sustainable Enterprise: Proceedings of the 18th International Conference on Wirtschaftsinformatik, 2023, Vol. 3. Beverungen, D., Lehrer, C. & Trier, M. (eds.). Cham: Springer Science and Business Media Deutschland, p. 593-607 15 p. 343. (Lecture Notes in Information Systems and Organisation; vol. 76).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review