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).
- 2022
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, , 03.2022, Elmshorn: NORDAKADEMIE gAG Hochschule der Wirtschaft. 89 p.Research output: Books and anthologies › Monographs › Research
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
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 contributions › Conference article in journal › Research
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 contributions › Journal articles › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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/works › Chapter › peer-review
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
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/works › Article in conference proceedings › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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 contributions › Journal articles › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
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
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/works › Article in conference proceedings › Research › peer-review
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. 59Research output: Journal contributions › Journal articles › Research › peer-review
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/works › Article in conference proceedings › Research › peer-review
