Area Information Systems

Die Area Information Systems ist Teil der Fakultät für Betriebswirtschaftslehre und besteht aus den Lehrstühlen der Professoren Armin Heinzl, Christian Becker, Hartmut Hoehle und Juniorprofessorin Jana Rebecca-Rehse.

Auf dieser Seite finden Sie Links zu den Webseiten der einzelnen Lehrstühle sowie Neuigkeiten und aktuelle Publikationen aus der Area Information Systems. Einen Überblick über das breite Kursangebot, Kontaktinformationen für das wissenschaftliche Personal und Einblicke in aktuelle Forschungsprojekte erhalten Sie auf den Webseiten der einzelnen Lehrstühle.

Aktuelles

Sovanta: Behind the scenes

Keynote by Désirée Zercher at the Science of Team Science Conference

Our PhD candidate Désirée Zercher will give a keynote speech at the Science of Team Science Conference on Team Climate in Team-AI Collaboration.

Seminar Topics for HWS 2024 now available

The topics for the upcoming fall semester's research seminars at the Chair of Management Analytics are now online.

Job posting: (Senior) Scientist – Machine Learning with Graphs

Pieper, M., Fallon, M. und Heinzl, A. (2024). Micro-randomized trials in information systems research: An experimental method for advancing knowledge about our dynamic and digitalized world. Journal of Information Technology : JIT.
Rink, J., Tollens, F., Tschalzev, A., Bartelt, C., Heinzl, A., Hoffmann, J., Schoenberg, S. O., Marzina, A., Sandikci, V., Wiegand, C., Hoyer, C. und Szabo, K. (2024). Establishing an MSU service in a medium-sized German urban area — clinical and economic considerations. Frontiers in Neurolgy, 15, 1–9.
Grebe, M., Franke, M. R. und Heinzl, A. (2023). Artificial intelligence: how leading companies define use cases, scale-up utilization, and realize value. Informatik-Spektrum, 46, 197–209.
Oberste, L. und Heinzl, A. (2023). User-centric explainability in healthcare: A knowledge-level perspective of informed machine learning. IEEE Transactions on Artificial Intelligence, 4, 840–857.
Pethig, F. und Kroenung, J. (2023). Biased humans, (un)biased algorithms? Journal of Business Ethics, 183, 637–652.
Venkatesh, V., Thong, J. Y. L., Spohrer, K., Chan, F. K. Y., Arora, A., Höhle, H. und Venkatraman, S. (2023). Equality does not make you happy: efects of differentiated leader-member exchange and team-member exchange on developer satisfaction in agile development teams. MIS Quarterly, 47, 1239-1270.
Höhle, H., Venkatesh, V., Brown, S. A., Tepper, B. J. und Kude, T. (2022). Impact of customer compensation strategies on outcomes and the mediating role of justice perceptions: a longitudinal study of target's data breach. MIS Quarterly, 46, 299–340.
Jussupow, E., Spohrer, K. und Heinzl, A. (2022). Identity threats as a reason for resistance to artificial intelligence: Survey study with medical students and professionals. JMIR Formative Research, 6, 1–15.
Jussupow, E., Spohrer, K. und Heinzl, A. (2022). Radiologists’ usage of diagnostic AI systems : The role of diagnostic self-efficacy for sensemaking from confirmation and disconfirmation. Business & Information Systems Engineering : BISE, 64, 293–309.
Rahal, R.-M., Hamann, H., Brohmer, H. und Pethig, F. (2022). Sharing the recipe: Reproducibility and replicability in research across disciplines. Research Ideas and Outcomes : RIO, 8, 1–20.
Fallon, M., Riem, M. M. E., Kunst, L. E., Kop, W. J. und Kupper, N. (2021). Multi-modal responses to the Virtual Reality Trier Social Stress Test: A comparison with standard interpersonal and control conditions. International Journal of Psychophysiology, 161, 27–34.
Förderer, J., Lüker, N. und Heinzl, A. (2021). And the winner is …? The desirable and undesirable effects of platform awards. Information Systems Research : ISR, 32, 1155-1172.
Jussupow, E., Spohrer, K., Heinzl, A. und Gawlitza, J. (2021). Augmenting medical diagnosis decisions? An investigation into physicians’ decision making process with artificial intelligence. Information Systems Research : ISR, 32, 713–735.
Mateja, D. und Heinzl, A. (2021). Towards machine learning as an enabler of computational creativity. IEEE Transactions on Artificial Intelligence, 2, 460–475.
Pethig, F., Kroenung, J. und Noeltner, M. (2021). A stigma power perspective on digital government service avoidance. Government Information Quarterly, 38.
Seeger, A.-M., Pfeiffer, J. und Heinzl, A. (2021). Texting with humanlike conversational agents: Designing for anthropomorphism. Journal of the Association for Information Systems : JAIS, 22, 931–967.
Spohrer, K., Fallon, M., Höhle, H. und Heinzl, A. (2021). Designing effective mobile health apps: Does combining behavior change techniques really create synergies? Journal of Management Information Systems : JMIS, 38, 517–545.

Alle anzeigen

Ding, W. und Höhle, H. (2023). AI-assisted diagnosis of bone tuberculosis: A design science research approach. In , ICIS 2023, Rising like a Phoenix: emerging from the pandemic and reshaping human endeavors with digital technologies : Hyderabad, India, 10–13 December 2023, proceedings (S. 1–9). , AISeL: Red Hook, NY.
Hoffmann, P., Shmagina, V., Halckenhäußer, A. und 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.
Oberste, L., Rüffer, F., Aydingül, O., Rink, J. und Heinzl, A. (2023). Designing user-centric explanations for medical imaging with informed machine learning. In , Design Science Research for a New Society: Society 5.0 : 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 – June 2, 2023, Proceedings (S. 470–484). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
Schilpp, J., Pethig, F. und Höhle, H. (2023). Analytics dashboards and user behavior: Evidence from GitHub. In , 2023 46th MIPRO ICT and Electronics Convention (MIPRO) : May 22-May 26, 2023, Opatija, Croatia : proceedings (S. 56–61). , IEEE: Opatija, Croatia.
Zercher, D., Jussupow, E. und Heinzl, A. (2023). When AI joins the team: A literature review on intragroup processes and their effect on team performance in team-AI collaboration. In , European Conference on Information Systems, ECIS 2023 : proceedings (S. 1–18). European Conference on Information Systems (ECIS) : Research Papers, AISeL: Atlanta, GA.
Halckenhäußer, A., Mann, F., Förderer, J. und 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.
Holtzwart, R., Seeger, A.-M. und Heinzl, A. (2022). Beauty is in the eye of the controller: Designing avatars for the ideal or actual self. In , ICIS 2022 proceedings : digitization for the next generation, December 9–14, Copenhagen, Denmark, Article 10 (S. 1–9). , AISeL: Atlanta, GA.
Kunz, P. C., Jussupow, E., Spohrer, K. und Heinzl, A. (2022). How the application of machine learning systems changes business processes: A multiple case study. In , Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18–24, 2022 (S. 1–11). ECIS Research-in-Progress Papers, AISeL: Atlanta, GA.
Oberste, L., Finze, N., Hoffmann, P. und 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. und 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.
Zercher, D. und Bärenz, P. (2022). Digitalisierung der psychologischen Diagnosesicherung im Bereich der DGUV: Entwicklung und Evaluation eines Diagnosealgorithmus. In , 22. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Transfer von Sicherheit und Gesundheit (S. 189–192). , Asanger Verlag: Kröning.
Dietz, J., Glaser, K. und Höhle, H. (2021). Uncertainty reducing and handling strategies in ML development projects. In , Proceedings of the 42nd International Conference on Information Systems, ICIS 2020, Building Sustainability and Resilience with IS: A Call for Action, Austin, Texas, December 12–15, 2021 (S. 1–17). , AISeL: Atlanta, GA.
Fallon, M., Schmidt, K., Aydingül, O. und Heinzl, A. (2021). Feedback messages during goal pursuit: The dynamic impact on mHealth use. In , ICIS 2021 Proceedings (S. 1–17). , Association of Information Systems: .
Oberste, L., Aydingül, O., Jussupow, E. und Heinzl, A. (2021). When every minute matters : using predictive analytics of intervention durations to support hospital scheduling. In , PACIS 2021 : Pacific Asia Conference on Information Systems, 12th to 14th July 2021, Dubai (S. 1–9). PACIS Proceedings, AISeL: Atlanta, GA.
Seeger, A.-M. und Heinzl, A. (2021). Chatbots often fail! Can anthropomorphic design mitigate trust loss in conversational agents for customer service? In , ECIS 2021 : Proceedings of the Twenty-Ninth European Conference on Information Systems : a virtual AIS Conference, June 14 – 16, 2021 (S. 1–20). European Conference on Information Systems : ECIS, AISeL: Atlanta, GA.
Zandkarimi, F., Rennemeier, J. und Rehse, J.-R. (2021). Are we doing things right? An approach to measure process inefficiencies in the control flow. In , Business Process Management Forum : BPM Forum 2021, Rome, Italy, September 06–10, 2021, Proceedings (S. 109–125). Lecture Notes in Business Information Processing : LNBIP, Springer: Berlin [u.a.].
Zercher, D., Krivec, J. und Bärenz, P. (2021). Der Arbeitsunfall als traumatisches Ereignis: Qualität, Prävalenz und Auswirkung der PTBS-Diagnose im Bereich der gesetzlichen Unfallversicherung. In , 21. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Gewalt in der Arbeit verhüten und die Zukunft gesundheitsförderlich gestalten! Ergänzungsband (S. 93–96). , Asanger Verlag: Kröning.

Alle anzeigen

Mateja, D. und Heinzl, A. (2022). Computergestützte Kreativität. In Handbuch Digitalisierung (S. 229–250). München: Vahlen.