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).

  1. 2026
  2. 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/worksArticle in conference proceedingsResearchpeer-review

  3. 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/worksArticle in conference proceedingsResearchpeer-review

  4. 2025
  5. Published

    Self-improvement for Computerized Adaptive Testing

    Rudolph, Y., Neubauer, K. & Brefeld, U., 23.09.2025, Machine Learning and Knowledge Discovery in Databases: 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.). 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/worksArticle in conference proceedingsResearchpeer-review

  6. 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 contributionsJournal articlesResearchpeer-review

  7. 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/worksArticle in conference proceedingsResearchpeer-review

  8. 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 contributionsJournal articlesResearchpeer-review

  9. 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/worksArticle in conference proceedingsResearchpeer-review

  10. Published

    DBLPLink 2.0 -- An Entity Linker for the DBLP Scholarly Knowledge Graph

    Banerjee, D., Taffa, T. A. & Usbeck, R., 30.07.2025

    Research output: other publicationsOtherResearch

  11. 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/worksArticle in conference proceedingsResearch

  12. 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/worksArticle in conference proceedingsResearchpeer-review

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