Institute of Information Systems
Organisational unit: Institute
- 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
- 2021
- Published
Effectiveness and Moderators of an Internet-Based Mobile-Supported Stress Management Intervention as a Universal Prevention Approach: Randomized Controlled Trial
Ebert, D. D., Franke, M., Zarski, A-C., Berking, M., Riper, H., Cuijpers, P., Funk, B. & Lehr, D., 22.12.2021, In: Journal of Medical Internet Research. 23, 12, 19 p., e22107.Research output: Journal contributions › Journal articles › Research › peer-review
- 2022
- Published
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
- Published
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
- Accepted/In press
Revisiting the richness of integrated vehicle and crew scheduling
Ge, L., Kliewer, N., Nourmohammadzadeh, A., Voß, S. & Xie, L., 2022, (Accepted/In press) In: Public Transport. 27 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Semi-Supervised Generative Models for Multi-Agent Trajectories
Brefeld, U., Fassmeyer, D. & Fassmeyer, P., 2022, Advances in Neural Information Processing Systems 35: 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Red Hook: Curran Associates, Vol. 48. p. 37267-37281 15 p. (Advances in Neural Information Processing Systems; vol. 35).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
The Importance of Business Continuity for Making Business: The Case of Design Kitchen
Järveläinen, J., Zimmer, M. P. & Niemimaa, M., 2022, ICIS 2022 Proceedings: Digitization for the next generation. AIS eLibrary, 13 p. 1602Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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
- Published
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
- Published
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
- Published
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
- Published
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, p. 100-111 12 p. (IFIP Advances in Information and Communication Technology; vol. 656).Research output: Contributions to collected editions/works › Chapter › peer-review
- Published
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
- Published
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
- Published
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
- Published
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., 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 anthologies › Monographs › Research
- Published
Action rate models for predicting actions in soccer
Dick, U. & Brefeld, U., 02.03.2022, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 29-49 21 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Robustness and disturbances in public transport
Ge, L., Voss, S. & Xie, L., 04.03.2022, In: Public Transport. 14, 1, p. 191-261 71 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Who can receive the pass? A computational model for quantifying availability in soccer
Dick, U., Link, D. & Brefeld, U., 01.05.2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 987-1014 28 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
FaST: A linear time stack trace alignment heuristic for crash report deduplication
Rodrigues, I. M., Aloise, D. & Fernandes, E. R., 23.05.2022, The 2022 Mining Software Repositories Conference: MSR 2022, Proceedings; 18-20 May 2022, Virtual; 23-24 May 2022, Pittsburgh, Pennsylvania. New York: Institute of Electrical and Electronics Engineers Inc., p. 549-560 12 p. (Proceedings - IEEE/ACM International Conference on Mining Software Repositories ).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Analysis of semi-open queueing networks using lost customers approximation with an application to robotic mobile fulfilment systems
Otten, S., Krenzler, R., Xie, L., Daduna, H. & Kruse, K., 06.2022, In: OR Spectrum. 44, 2, p. 603-648 46 p.Research output: Journal contributions › Journal articles › Research › peer-review