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. 2024
  2. Submitted

    Studying properties of water data using manifold-aware anomaly detectors

    Paulsen, T. & Brefeld, U., 23.04.2024, (Submitted) Design of Cyber-Secure Water Plants. Mathur, A., Zhou, J. & Raman, G. (eds.). MDPI AG, (Water).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  3. Published

    Understanding Environmental Posts: Sentiment and Emotion Analysis of Social Media Data

    Amangeldi, D., Usmanova, A. & Shamoi, P., 07.03.2024, In: IEEE Access. 12, p. 33504-33523 20 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  4. Published

    Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse

    Borisova, E., Abu Ahmad, R., Garcia-Castro, L. J., Usbeck, R. & Rehm, G., 01.03.2024, LAW 2024 - 18th Linguistic Annotation Workshop, Co-located with EACL 2024 - Proceedings of the Workshop: Proceedings of the Workshop. Henning, S. & Stede, M. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 29-45 17 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. Published

    Masked Autoencoder Pretraining for Event Classification in Elite Soccer

    Rudolph, Y. & Brefeld, U., 26.02.2024, Machine Learning and Data Mining for Sports Analytics: 10th International Workshop, MLSA 2023, Revised Selected Papers. Brefeld, U., Davis, J., Van Haaren, J. & Zimmermann, A. (eds.). Cham: Springer Nature Switzerland AG, p. 24-35 12 p. (Communications in Computer and Information Science; vol. 2035).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  6. Published

    Digitale Kompetenzen im Wandel: Eine Neubewertung digitaler Kompetenzen in der IT-Funktion eines Automobilunternehmens

    Pieczurczyk, S. & Drews, P., 02.2024, In: HMD Praxis der Wirtschaftsinformatik. 61, 1, p. 78-99 22 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  7. Published

    Mystery shopping: Improving quality assurance of public transport services for people with restricted mobility using a prototypical mobile application

    Akhgarnusch, A., Voß, S. & Ge, L., 23.01.2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1618-1627 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  8. Published

    The Low-Code Phenomenon: Mapping the Intellectual Structure of Research

    Naqvi, S. A. A., Zimmer, M. P., Drews, P., Lemmer, K. & Basole, R. C., 03.01.2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). Hawai: University of Hawaii at Manoa, p. 7800-7809 10 p. (Proceedings of the Hawaii Interna8onal Conference on System Sciences).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  9. Published

    Moral Sensitivity

    Katsarov, J., 01.01.2024, Encyclopedia of Heroism Studies. Allison, S. T., Beggan, J. K. & Goethals, G. R. (eds.). Cham: Springer International Publishing, p. 1421-1429 9 p.

    Research output: Contributions to collected editions/worksArticles for encyclopediaResearch

  10. Published

    Adapting Growth Models for Digital Startups: Empirical Evidence and Directions for Digital Entrepreneurship Research

    Tschoppe, N. J. & Drews, P., 2024, ICIS 2024 Proceedings: Digital Innovation, Transformation, and Entrepreneurship. Atlanta: The Association for Information Systems (AIS), 17 p. 37

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  11. Published

    D2R2 2024: Linked Data-driven Resilience Research 2024: Proceedings of the Third International Workshop on Linked Data-driven Resilience Research (D2R2'24) co-located with European Semantic Web Conference 2024 (ESWC 2024), May 27, 2024

    Holze, J. (Editor), Tramp, S. (Editor), Martin, M. (Editor), Auer, S. (Editor), Usbeck, R. (Editor) & Krdzavac, N. (Editor), 2024, Aachen: Rheinisch-Westfaelische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3707)

    Research output: Books and anthologiesConference proceedingsResearch

  12. Published

    Digital and IT-Enabled Organizational Transformation - Where Do We Go From Here?

    Mosconi, E., Brohman, K., Yoo, Y., Drews, P., Ologeanu-Taddei, R., Schlagwein, D. & Baiyere, A., 2024, Proceedings of ICIS 2024. Vogel, D. (ed.). Atlanta: AIS eLibrary, 7 p. 2545

    Research output: Contributions to collected editions/worksPublished abstract in conference proceedingsResearch

  13. Published

    Empowering the Public Sector: Unveiling the Transformational Potential of Low-Code in Crisis Responses

    Naqvi, S. A. A., Zimmer, M. P. & Drews, P., 2024, AMCIS 2024 Proceedings: ICT and Global Develop (SIG GLOBDEV). Kowal, J. & Diaz Andrade, A. (eds.). Atlanta: The Association for Information Systems (AIS), 6

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  14. Published

    Fostering Inclusivity – Towards Principles for Inclusive Information Systems Design

    Vimalan, N., Zimmer, M. P. & Drews, P., 2024, Wirtschaftsinformatik 2024 Proceedings. Flath, C. M., Gust, G., Thiesse, F. & Winkelmann, A. (eds.). The Association for Information Systems (AIS), 15 p. 85

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  15. Published

    Generalized Between Icon, Symbol and Index: The Physical Dimension in Isotype and Unicode

    Neugaertner, S., 2024, ISD8 2024 The Eighth Image Schema Day: Proceedings. Hedblom, M. M. & Kurt, O. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3888. 14 p. (CEUR Workshop Proceedings; vol. 3888).

    Research output: Contributions to collected editions/worksConference contributionpeer-review

  16. Published

    Good Practices der digitalen Transformation im öffentlichen Gesundheitsdienst

    Maschewski, J., Lemmer, K. & Drews, P., 2024, Digitale Daseinsvorsorge: Stadtwerke als Treiber der digitalen Transformation für Kommunen, Land und Bund. Meier, J., Brosze, T., Papenfuß, U. & Wiesche, M. (eds.). Wiesbaden: Springer Gabler, p. 369-390 22 p.

    Research output: Contributions to collected editions/worksChapterpeer-review

  17. In preparation

    Hybrid-SQuAD: Hybrid Scholarly Question Answering Dataset

    Taffa, T. A., Banerjee, D., Assabie, Y. & Usbeck, R., 2024, (In preparation)

    Research output: other publicationsOtherResearch

  18. Published

    Incorporating Type Information into Zero-Shot Relation Extraction

    Möller, C. & Usbeck, R., 2024, TEXT2KG 2024 and DQMLKG 2024 : 3rd International workshop one knowledge graph generation from text. Data Quality meets Machine Learning and Knowledge Graphs 2024. Tiwari, S., Mihindukulasooriya, N., Osborne, F., Kontokostas, D., D'Souza, J., Kejriwal, M., Pellegrino, M. A., Rula, A., Labra Gayo, J. E., Cochez, M. & Alam, M. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), 10 p. (CEUR Workshop Proceedings; vol. 3747).

    Research output: Contributions to collected editions/worksConference contributionpeer-review

  19. Published

    Low Resource Question Answering: An Amharic Benchmarking Dataset: An Amharic Benchmarking Dataset

    Taffa, T. A., Assabie, Y. & Usbeck, R., 2024, The Fifth Workshop on Resources for African Indigenous Languages @LREC-COLING-2024 (RAIL): Workshop Proceedings. Mabuya, R., Matfunjwa, M., Setaka, M. & van Zaanen, M. (eds.). Paris: European Language Resources Association (ELRA), p. 124-132 9 p. (LREC proceedings)( International conference on computational linguistics).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  20. Published

    Master of Disaster: A Disaster-Related Event Monitoring System From News Streams

    Huang, J. & Usbeck, R., 2024

    Research output: other publicationsOtherResearch

  21. Published

    Measuring the Speed of Information Technology in Enterprises: A Systematic Literature Review

    Kanin, O. & Drews, P., 2024, PACIS 2024 Proceedings: Digital Transformation and Change Management. Duan, S., Phuong Hoang, E. & Kar, A. K. (eds.). Atlanta: The Association for Information Systems (AIS), 17 p. 8

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

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