Short CV
| 2024 | Senior Data Scientist at SAP SE, Walldorf |
|---|---|
| 2017–2024 | Academic Researcher at Chair of General Management and Information Systems (Prof. Dr. Heinzl) |
| 2018–2022 | PhD Researcher at SAP SE, Walldorf |
| 2014 | Exchange year at the University of Newcastle (Australia) – Direct Cooperation with School of Electrical Engineering and Computer Science |
| 2013–2016 | M.Sc. Industrial Engineering and Management (Karlsruhe Institute of Technology) |
| 2009–2013 | B.Sc. Industrial Engineering and Management (Karlsruhe Institute of Technology) |
| 2008–2009 | Military Service at Heeresmusikkorps Hannover |
| 2008 | A-levels equivalent at Gelehrtenschule des Joahnneums (Hamburg) |
Awards
- 2022: Participant at the Doctoral Consortium of the European Conference on Information Systems (ECIS), Timișoara, Romania
Publications
- Hoffmann, P. (2024). Data-driven requirements elicitation: an automated end-user feedback analytics approach and implications for enterprise software requirements engineering. Dissertation. Mannheim.
- Hoffmann, P., Shmagina, V., Halckenhäußer, A. and Lüker, N. (2023). The influence of user feedback on complementary innovation in platform ecosystems: NLP evidence on the value of multihoming. In , Proceedings of the 56th Annual Hawaii International Conference on System Sciences (S. 5994-6003). , University of Hawaii at Manoa: Honolulu, HI.
- Halckenhäußer, A., Mann, F., Förderer, J. and Hoffmann, P. (2022). Comparing platform core features with third-party complements. machine-learning evidence from Apple iOS.. In , Proceedings of the 55th Annual Hawaii International Conference on System Sciences (HICSS 55) (S. 6679-6688). , HICSS: Honolulu, HI.
- Oberste, L., Finze, N., Hoffmann, P. and Heinzl, A. (2022). Supporting the billing process in outpatient medical care: Automated medical coding through machine learning. In , Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18–24, 2022 (S. 1–18). European Conference on Information Systems (ECIS) : Research Papers, AISeL: Atlanta, GA.
- Röck, T., Hoffmann, P., Spohrer, K., Schimmer, T. and Heinzl, A. (2022). Assessing the impact of empirical process control metrics in agile software development – A framework based on improvement capability. In , Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18–24, 2022 (S. 1–15). Conference of the European Colloid and Interface Society (ECIS) : Research Papers, AISeL: Atlanta, GA.
- Hoffmann, P., Mateja, D., Spohrer, K. and Heinzl, A. (2020). Socio-behavioral elements in data-driven requirements engineering: The case of enterprise cloud software. In , 28th European Conference on Information Systems (ECIS2020) : an Online AIS Conference, June 15–17, 2020 (S. 1–16). European Conference on Information Systems : ECIS, AISeL: Atlanta, GA.
- Hoffmann, P., Mateja, D., Spohrer, K. and Heinzl, A. (2019). Bridging the vendor-user gap in enterprise cloud software development through data-driven requirements engineering. In , Proceedings of the International Conference on Information Systems – Information Systems at the Heart of Innovation Ecosystems : ICIS 2019, Munich, Germany, December 15–18, 2019 (S. Paper 11). , AISeL: Atlanta, GA.
- Hoffmann, P., Spohrer, K. and Heinzl, A. (2020). Analyzing usage data in enterprise cloud software: An action design research approach. In Information systems outsourcing : the era of digital transformation (S. 257–274). Cham: Springer.
Teaching
- Design Thinking and Lean Software Development
Master's level, Lecture
Fall Semester 2018 until now - Applied Project in Design Thinking and Lean Software Development
Master's level, Lecture
Fall Semester 2018 until now - IT Management in the digital Age
Master's level, Lecture
Spring Semester 2018, 2019, 2020 - Karlsruhe Institute of Technology (KIT)
- Foundations of Informatics I
Bachelor's level, Tutorial
Spring Semester 2016 - Personalization and Services
Master's level, Exercise
Spring Semester 2016 - Service Design Thinking
Master's leve, Teaching Assistant
Fall Semester 2016
- Foundations of Informatics I
Service
- Reviewer for the European Conference on Information Systems (ECIS)
- Reviewer for the International Conference on Information Systems (ICIS)
- Reviewer for the International Conference on Business Informatic (WI)
- Reviewer for the Global Sourcng Workshop (GSW)
- Reviewer for Business & Information Systems Engineering (BISE)