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. 2022
  2. DASC-PM v1.1: A Process Model for Data Science Projects

    Schulz, M., Neuhaus, U., Kaufmann, J., Kühnel, S., Alekozai, E. M., Rohde, H., Hoseini, S., Theuerkauf, R., Badura, D., Kerzel, U., Lanquillon, C., Daurer, S., Günther, M., Huber, L., Thiée, L.-W., Heiden, P. Z., Passlick, J., Dieckmann, J., Schwade, F. & Seyffarth, T. & 8 others, Badewitz, W., Rissler, R., Sackmann, S., Gölzer, P., Welter, F., Röth, J., Seidelmann, J. & Haneke, U., 03.2022, Elmshorn: NORDAKADEMIE gAG Hochschule der Wirtschaft. 89 p.

    Research output: Books and anthologiesMonographsResearch

  3. 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/worksChapterpeer-review

  4. Comparing two hybrid neural network models to predict real-world bus travel time

    Nimpanomprasert, T., Xie, L. & Kliewer, N., 01.01.2022, In: Transportation Research Procedia. 62, p. 393-400 8 p.

    Research output: Journal contributionsConference article in journalResearch

  5. Designing a Thrifty Approach for SME Business Continuity: Practices for Transparency of the Design Process

    Järveläinen, J., Niemimaa, M. & Zimmer, M. P., 01.01.2022, In: Journal of the Association for Information Systems. 23, 6, p. 1557-1602 46 p., 3.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  6. Developing Digitalization Strategies for SMEs: A Lightweight Architecture-based Method

    Tschoppe, N. & Drews, P., 01.01.2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences: January 3-7, 2022. Bui, T. X. (ed.). Honolulu: HICSS Conference Office, p. 4869-4878 10 p. ( Proceedings of the ... Annual Hawaii International Conference on System Sciences; vol. 55).

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

  7. Digital–sustainable co-transformation: Introducing the triple bottom line of sustainability to digital transformation research

    Zimmer, M. P. & Järveläinen, J., 01.01.2022, Human Choice and Digital by Default: Autonomy vs Digital Determination: HCC 2022. Kreps, D., Davison, R., Komukai, T. & Ishii, K. (eds.). Cham: Springer Verlag, p. 100-111 12 p. (IFIP Advances in Information and Communication Technology; vol. 656).

    Research output: Contributions to collected editions/worksChapterpeer-review

  8. 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/worksArticle in conference proceedingsResearchpeer-review

  9. Off to new pastures: Exploring Tensions Between Followers and Leaders in the Automotive Industry Challenging the Adoption of Digital Leadership

    Eberl, J. K. & Drews, P., 01.01.2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022: January 3-7, 2022. Bui, T. X. (ed.). Honolulu: HICSS Conference Office, p. 7004-7013 10 p. (Proceedings of the ... Annual Hawaii International Conference on System Sciences; vol. 55).

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

  10. Selecting and Adapting Methods for Analysis and Design in Value-Sensitive Digital Social Innovation Projects: Toward Design Principles

    Gebken, L., Drews, P. & Schirmer, I., 01.01.2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022: January 3-7, 2022. Bui, T. X. (ed.). Honolulu: HICSS Conference Office, p. 6922-6931 10 p. (Proceedings of the ... Annual Hawaii International Conference on System Sciences; vol. 55).

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

  11. A Reference Model for Data-driven Business Model Innovation Initiatives in Incumbent Firms

    Rashed, F., Drews, P. & Zaki, M., 2022, ECIS 2022 proceedings. AIS eLibrary, 15 p. 1873. (ECIS 2022 research papers; no. 156).

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

  12. Conversational Agents in Education – A Systematic Literature Review

    Khosrawi-Rad, B., Rinn, H., Schlimbach, R., Gebbing, P., Yang, X., Lattemann, C., Markgraf, D. & Robra-Bissantz, S., 2022, ECIS 2022 Proceedings.

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

  13. Deriving Design Knowledge for eLearning Companions to Support International Students

    Schlimbach, R., Khosrawi-Rad, B. & Robra-Bissantz, S., 2022, 35th Bled eConference: Digital Restructuring and Human (Re)action, BLED 2022 - Proceedings. Pucihar, A., Borstnar, M. K., Bons, R., Sheombar, A., Ongena, G. & Vidmar, D. (eds.). University of Maribor Press, p. 31-47 17 p. (35th Bled eConference: Digital Restructuring and Human (Re)action, BLED 2022 - Proceedings).

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

  14. Forced transition to technology: role of self-efficacy and big five personality variables in the adoption of technology

    Tripathi, N., Upadhyay, S. & Das, H., 2022, In: International Journal of Educational Management.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  15. Gestaltung virtueller Lern-Companions durch einen Co-Creation Prozess

    Khosrawi-Rad, B., Schlimbach, R. & Robra-Bissantz, S., 2022, Wirtschaftsinformatik 2022 Proceedings.

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

  16. HR practices and ambidexterity in small- and medium-sized consulting firms: An exploratory multi-case study

    Werner, M. & Feldmann, J., 2022, Strategic Management Society Special Conference 2022.

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

  17. Introducing Vicky: A Pedagogical Conversational Agent for the Classification of Learning Styles

    Khosrawi-Rad, B., Keller, P. F., Grogorick, L. & Robra-Bissantz, S., 2022, Prototype Papers International Conference on Design Science Research in Information Systems and Technology.

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

  18. 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 contributionsConference article in journalResearchpeer-review

  19. Needs of Students in Further Education – A Mixed Methods Study

    Rinn, H., Khosrawi-Rad, B., Schlimbach, R., Masurek, M., Robra-Bissantz, S. & Markgraf, D., 2022, Communities in New Media. Digitality and Diversity Overcoming Barriers with Digital Transformation - Proceedings of 25th Conference GeNeMe. Kohler, T., Schoop, E., Kahnwald, N. & Sonntag, R. (eds.). TUDpress - Verlag der Wissenschaften GmbH, p. 272-284 13 p. (Communities in New Media. Digitality and Diversity Overcoming Barriers with Digital Transformation - Proceedings of 25th Conference GeNeMe).

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

  20. Quo Vadis: auf dem Weg zu Ethik-Guidelines für den Einsatz KI-basierter Lern-Companions in der Lehre?

    Schlimbach, R., Khosrawi-Rad, B. & Robra-Bissantz, S., 2022, In: HMD Praxis der Wirtschaftsinformatik. 59

    Research output: Journal contributionsJournal articlesResearchpeer-review

  21. Selbstreguliertes, digitales Lernen – Eine Taxonomie zu den Problemfeldern

    Schlimbach, R., Lillig, S., Khosrawi-Rad, B. & Robra-Bissantz, S., 2022, Communities in New Media. Digitality and Diversity Overcoming Barriers with Digital Transformation - Proceedings of 25th Conference GeNeMe. Kohler, T., Schoop, E., Kahnwald, N. & Sonntag, R. (eds.). TUDpress - Verlag der Wissenschaften GmbH, p. 70-81 12 p. (Communities in New Media. Digitality and Diversity Overcoming Barriers with Digital Transformation - Proceedings of 25th Conference GeNeMe).

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

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