Wirtschaftsinformatik
Die Wirtschaftsinformatik ist ein interdisziplinäres Forschungsthema an der Schnittstelle von Technologie, Wirtschaft und Gesellschaft. Die Forscherinnen und Forscher der Universität Liechtenstein erforschen, wie digitale Innovationen, Informationssysteme und Künstliche Intelligenz (KI) verantwortungsvoll gestaltet und genutzt werden können. Ein zentrales Anliegen ist die Sicherheit digitaler Infrastrukturen, insbesondere im Kontext von Informationssicherheit, Datenschutz und der Resilienz automatisierter Systeme.
Dissertationsvorhaben
Publikationen
-
Yuan, Y., Apruzzese, G., & Conti, M. (2025). Beyond the west: Revealing and bridging the gap between Western and Chinese phishing website detection. Computers & Security, 148(January).Weitere
-
Gau, M., Greif-Winzrieth, A., Maedche, A., Weinhardt, C., & vom Brocke, J. (2025). Engaging citizen scientists: designing an open research system for collaborative problem exploration. Electronic Markets, 35.Weitere
-
Meske, C., Junglas, I., Trier, M., Schneider, J., Jaakonmäki, R., & vom Brocke, J. (2025). Capturing the "Social" in Social Networks: The Conceptualization and Empirical Application of Relational Quality. Journal of the Association for Information Systems, 26(4).Weitere
-
Seidel, S., Frick, C. J., & vom Brocke, J. (2025). Regulating Emerging Technologies: Prospective Sensemaking through Abstraction and Elaboration. MIS Quarterly, 49(1), 179-204.Weitere
-
Ebrahimi, P., & Schneider, J. (2025). Fine-Tuning Image-to-Text Models on Liechtenstein Tourist Attractions. Electronic Markets, 35(55).Weitere
-
Klammer, A., Grisold, T., Nguyen, N., & Hsu, S.-w. (2025). Organizational unlearning as a process: What we know, what we don’t know, what we should know. Management Review Quarterly, 75, 2147-2171.Weitere
-
Ballandies, M. C., Holzwarth, V., Sunderland, B., Pournaras, E., & vom Brocke, J. (2025). Advancing Customer Feedback Systems with Blockchain - When Design Science Research Meets Value-Sensitive Design. Business & Information Systems Engineering, 67, 449-471.Weitere
-
Peled, A., Leinonen, T., & Hasler, B. S. (2025). Telerobotic Theater of the Oppressed in Israel and Palestine: Becoming Digital Jokers. ACM Transactions on Computer-Human Interaction, 32(3).Weitere
-
vom Brocke, J., Franzoi, S., Kipping, G., & Grisold, T. (2025). Managing Business Processes in Times of Continuous Change. Balancing Emergence and Control. CONTROLLING - Zeitschrift für erfolgsorientierte Unternehmenssteuerung, 37(1), 11-17.Weitere
-
Giffen, B., Beitinger, G., Ludwig, H., Schiano, B., Schmidt, K., & vom Brocke, J. (2025). The Culture Clash of AI Adoption in Lean Quality Management. Resolving the Tensions at Siemens Electronics Works Amberg. Information Systems Journal.Weitere
-
Longo, L., Brcic, M., Cabitza, F., Choi, J., Confalonieri, R., Del Ser, J., Guidotti, R., Hayashi, Y., Herrera, F., Holzinger, A., Jiang, R., Khosravi, H., Lecue, F., Malgieri, G., Páez, A., Samek, W., Schneider, J., Speith, T., & Stumpf, S. (2024). Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Information Fusion, 106(June).Weitere
-
Hardeck, I., Inger, K. K., Moore, R. D., & Schneider, J. (2024). The impact of tax avoidance and environmental performance on tax disclosure in CSR reports. Journal of the American Taxation Association, 46(4), 83-111.Weitere
-
Razgallah, H., Vlachos, M., Ajalloeian, A., Liu, N., Schneider, J., & Steinmann, A. (2024). Using Neural and Graph Neural Recommender Systems to Overcome Choice Overload: Evidence From a Music Education Platform. ACM Transactions on Information Systems, 42(4), 1 - 26.Weitere
-
Sagodi, A., van Giffen, B., Schniertshauer, J., Niehues, K., & vom Brocke, J. (2024). How Audi Scales Artificial Intelligence in Manufacturing. Management Information Systems Quarterly Executive, 23(2).Weitere
-
Schneider, J., Meske, C., & Kuss, P. (2024). Foundation Models. Business & Information Systems Engineering, 66, 221-231.Weitere
-
Altheimer, J., & Schneider, J. (2024). Smart-watch-based construction worker activity recognition with hand-held power tools. Automation in Construction, 167.Weitere
-
Lara Machado, P., van de Ven, M., Aysolmaz, B., Turetken, O., & vom Brocke, J. (2024). Navigating Business model redesign - the compass method for identifying changes to the operating model. Business & Information Systems Engineering, 66(5).Weitere
-
Yuan, Y., Apruzzese, G., & Conti, M. (2024). Multi-SpacePhish: Extending the Evasion Space of Adversarial Attacks against Phishing Website Detectors using Machine Learning. Digital Threats: Research and Practice, 5(2).Weitere
-
Bokstaller, J., Schneider, J., Lux, S., & vom Brocke, J. (2024). Battery Health Index: Combination of Physical and ML-Based SoH for Continuous Health Tracking. IEEE Internet of Things Journal, 11(20).Weitere
-
Schneider, J. (2024). Explainable Generative AI (GenXAI): a survey, conceptualization, and research agenda. Artificial Intelligence Review, 57(289).Weitere
-
Chandra Kruse, L., Bergener, K., Conboy, K., Lundström, J. E., Maedche, A., Sarker, S., Seeber, I., Stein, A., & Tømte, C. E. (2023). Understanding the Digital Companions of Our Future Generation. Communications of the Association for Information Systems(52).Weitere
-
Schneider, J., & Breitinger, F. (2023). Towards AI forensics: Did the artificial intelligence system do it? Journal of Information Security and Applications, 76.Weitere
-
Hacker, J., Miscione, G., Felder, T., & Schwabe, G. (2023). Commit or Not? How Blockchain Consortia Form and Develop. California Management Review, 65(3), 110-131.Weitere
-
Schneider, J., & Vlachos, M. (2023). Reflective-net: learning from explanations. Data Mining and Knowledge Discovery, 38.Weitere
-
Schneider, J., Seidel, S., Basalla, M., & vom Brocke, J. (2023). Reuse, Reduce, Support: Design Principles for Green Data Mining. Business & Information Systems Engineering, 65.Weitere
-
Grisold, T., Kremser, W., Mendling, J., Recker, J., vom Brocke J., & Wurm, B. (2023). Keeping pace with the digital age: Envisioning information systems research as a platform. Journal of Information Technology, 38(1), 60-66.Weitere
-
Apruzzese, G., Laskov, P., Montes de Oca, E., Mallouli, W., Burdalo Rapa, L., Grammatopoulos, A. V., & Di Franco, F. (2023). The Role of Machine Learning in Cybersecurity. ACM Digital Threats: Research and Practice, 4(1).Weitere
-
Apruzzese, G., & Subrahmanian, V. (2023). Mitigating Adversarial Gray-Box Attacks Against Phishing Detectors. IEEE Transactions on Dependable and Secure Computing (TDSC), 20(5).Weitere
-
Utama, C., Meske, C., Schneider, J., Schlatmann, R., & Ulbrich, C. (2023). Explainable artificial intelligence for photovoltaic fault detection: A comparison of instruments. Solar Energy, 249, 139-151.Weitere
-
Gau, M., Maedche, A., & vom Brocke, J. (2023). Towards an Open Repository for Design Science Research: A Meta-Model and Its Instantiation for the Representation of Design Science Research Processes. Enterprise Modelling and Information Systems Architectures, 18.Weitere
-
Simons, A., Wohlgenannt, I., Zelt, S., Weinmann, M., Schneider, J., & vom Brocke, J. (2023). Intelligence at play: game-based assessment using a virtual-reality application. Virtual Reality, 27, 1827–1843.Weitere
-
Becker, J., Chasin, F., Rosemann, M., Beverungen, D., Priefer, J., vom Brocke, J., Matzner, M., del Rio Ortega, A., Resinas, M., Santoro, F., Song, M., Park, K., & Di Ciccio, C. (2023). City 5.0: Citizen involvement in the design of future cities. Electronic Markets, 33(10).Weitere
-
Abraham, R., Schneider, J., & vom Brocke, J. (2023). A taxonomy of data governance decision domains in data marketplaces. Electronic Markets, 33(22).Weitere
-
Schneider, J., & Apruzzese, G. (2023). Dual Adversarial Attacks: Fooling Humans and Classifiers. Journal of Information Security and Applications, 75.Weitere
-
Pekaric, I., Groner, R., Witte, T., Adigun, J. G., Raschke, A., Federer, M., & Tichy, M. (2023). A systematic review on security and safety of self-adaptive systems. Journal of Systems and Software, 203.Weitere
-
Tastemirova, A., Schneider, J., Chandra Kruse, L., Heinzle, S., & vom Brocke, J. (2022). Microexpressions in digital humans: perceived affect, sincerity,and trustworthiness. Electronic Markets, 32, 1603-1620.Weitere
-
van Giffen, B., Herhausen, D., & Fahse, T. (2022). Overcoming the pitfalls and perils of algorithms: A classification of machine learning biases and mitigation method. Journal of Business Research, 144, 93-106.Weitere
-
Sagodi, A., Schniertshauer, J., & van Giffen, B. (2022). Engineering AI-Enabled Computer Vision Systems: Lessons from Manufacturing. IEEE Software, 39(6), 51-57.Weitere
-
vom Brocke, J., Weber, M., Baumgartner, C., Roettcher, A., & Segerlund, S. (2025). On the Development of the BPM Governance Matrix - The Case of Endress Hauser. In J. vom Brocke, J. Mendling & M. Rosemann (Eds.), Business Process Management Cases Vol. 3. Berlin, Heidelberg: Springer.Weitere
-
Weber, M., Kipping, G., vom Brocke, J., & Schweitzer, M. (2025). Adopting the Internet of Things (IoT) Technology Paradigm Using the IoT Implementation Framework. In J. vom Brocke, J. Mendling & M. Rosemann (Eds.), Business Process Management Cases Vol. 3. Cham: Springer.Weitere
-
vom Brocke, J., Weber, M., & Kipping, G. (2024). A process-oriented perspective on digital transformation. In J. Q. Dong & P. C. Verhoef (Eds.), A Research Agenda for Digital Transformation: Multidisciplinary Perspectives. Cheltenham, UK: Edward Elgar Publishing.Weitere
-
Gau, M., Kretzer, F., Maedche, A., & vom Brocke, J. (2025). AI-Based Design Science Research: An Exploratory Framework for Leveraging Artificial Intelligence in Design Science Research. , Local Solutions for Global Challenges. DESRIST 2025.Weitere
-
Reiners, S., Kipping, G., Tingelhoff, F., & Gau, M. (2025). Past Lessons, Future Directions: An Author-Informed Review of Design Science Research in Information Systems. Paper presented at the Local Solutions for Global Challenges. DESRIST 2025.Weitere
-
Kipping, G., Gau, M., Terzis, J., & Zourou, K. (2025). Design of a Micro-Credentialing System for Skills Recognition in Education and Training. Paper presented at the Thirty-Third European Conference on Information Systems (ECIS 2025), Amman, Jordan.Weitere
-
Gau, M., & Gnewuch, U. (2025). Facilitating Design Knowledge Access With a Generative AI-Based Conversational Assistant. Paper presented at the Thirty-Third European Conference on Information Systems (ECIS 2025), Amman, Jordan.Weitere
-
Bokstaller, J., Altheimer, J., Dormehl, J. A., Buss, A., Wiltfang, J. I., Schneider, J., & Röglinger, M. (2025). Enhancing ML Model Interpretability: Leveraging Fine-Tuned Large Language Models for Better Understanding of AI. Paper presented at the ECIS 2025, Amman, Jordan.Weitere
-
Sturm, S., & van Giffen, B. (2025). How Organizations Design Portfolio Management to Govern AI: A Taxonomy Approach. Paper presented at the ECIS 2025, Amman, Jordan.Weitere
-
Krause, F., Sturm, S. G., & van Giffen, B. (2025). How Ethical Theories Can Help Build Effective AI Governance in Organizations: Evidence From a Case Study at E-Commerce Company OTTO. Paper presented at the European Group of Organisational Studies (EGOS) Colloquium, Athens, Greece.Weitere
-
Sturm, S., Schmid, S., Endejan, M., Kressin, B., Christophersen, T., & van Giffen, B. (2025). How to Identify Promising AI Use Cases Under Real Business Conditions: Learnings from OTTO. Paper presented at the 22nd Conference of the Italian Chapter of AIS, Castellanza, Italy.Weitere
-
Johny, L., Dechant, H., & Schneider, J. (2024). Taking Data Scientists Out-of-the-Loop in Knowledge Intense Analytics - A Case Study for Product Designs. Paper presented at the European Conference on Information Systems 2024, Paphos, Cyprus.Weitere
-
Eisele, L., & Apruzzese, G. (2024). "Are Crowdsourcing Platforms Reliable for Video Game-related Research?" A Case Study on Amazon Mechanical Turk. Paper presented at the 2014 Annual Symposium on Computer-Human Interaction in Play, Tampere, Finland.Weitere
-
Braun, T., Pekaric, I., & Apruzzese, G. (2024). Understanding the Process of Data Labeling in Cybersecurity. Paper presented at the ACM Symposium on Applied Computing (ACM SAC), Avila, Spain.Weitere
-
Koh, F., Grosse, K., & Apruzzese, G. (2024). Voices from the Frontline: Revealing the AI Practitioners' viewpoint on the European AI Act. Paper presented at the Hawaii International Conference on System Sciences (HICSS).Weitere
-
Pekaric, I., Frick, M., Adigun, J. G., Groner, R., Witte, T., Raschke, A., Felderer, M., & Tichy, M. (2024). Streamlining Attack Tree Generation: A Fragment-Based Approach. Paper presented at the 57th Hawaii International Conference on System Sciences.Weitere
-
Lange, K., Fontana, F., Rossi, F., Varile, M., & Apruzzese, G. (2024). Machine Learning in Space: Surveying the Robustness of on-board ML models to Radiation. Paper presented at the IEEE Space Computing Conference, Mountain Vies, USA.Weitere
-
Weinz, M., Schröer, S. L., & Apruzzese, G. (2024). "Hey Google, Remind me to be Phished" Exploiting the Notificatons of the Google (AI) Assistant on Android for Social Engineering Attacks. Paper presented at the APWG Symposium on Electronic Crime Research, Boston, USA.Weitere
-
Apruzzese, G., Fass, A., & Pierrazzi, F. (2024). When Adversarial Perturbations meet Concept Drift: An Exploratory Analysis on ML-NIDS. Paper presented at the 2024 Workshop on Artifical Intelligence and Security.Weitere
-
Schneider, J., Schenk, B., & Niklaus, C. (2024). Towards LLM-Based Autograding for Short Textual Answers. Paper presented at the 16th International Conference on Computer Supported Education.Weitere
-
Schneider, J., Haag, S., & Chandra Kruse, L. (2024). Negotiating with LLMs: Prompt Hacks, Skill Gaps, And Reasoning Deficits. Paper presented at the International Conference on Computer-Human Interaction Research and Applications, Porto, Portugal.Weitere
-
Schneider, J., Chandra Kruse, L., & Seeber, I. (2024). Validity Claims in Children-AI discurse: Experiment with ChatGPT. Paper presented at the 16th International Conference on Computer Supported Education.Weitere
-
Schneider, J., & Prabhushankar, M. (2024). Understanding and Leveraging the Learning Phases of Neural Networks. Paper presented at the AAAI Conference on Artificial Intelligence.Weitere
-
Eisele, L., & Apruzzese, G. (2024). “Hey Players, there is a problem…”: On Attribute Inference Attacks against Videogamers. Paper presented at the IEEE Conference on Games, Milan, Italy.Weitere
-
Hao, Q., Diwan, N., Yuan, Y., Apruzzese, G., Conti, M., & Wang, G. (2024). It Doesn’t Look Like Anything to Me: Using Diffusion Model to Subvert Visual Phishing Detectors. Paper presented at the 33rd USENIX Security Symposium, Philadelphia, USA.Weitere
-
Ziche, C., & Apruzzese, G. (2024). LLM4PM: A Case Study on Using Large Language Models for Process Modeling in Enterprise Organizations. Paper presented at the International Conference on Business Process Management, Krakow, Poland.Weitere
-
Yuan, Y., Hao, Q., Apruzzese, G., Conti, M., & Wang, G. (2024). "Are Adversarial Phishing Webpages a Threat in Reality?" Understanding the Users' Perception of Adversarial Webpages. Paper presented at the ACM Web Conference 2024, Singapore.Weitere
-
Kipping, G., Gau, M., & vom Brocke, J. (2024). Towards a Reference Model for Designing Micro-Credentials in Higher Education. Paper presented at the 45th International Conference on Information Systems, Bangkok, Thailand.Weitere
-
Weber, M., & vom Brocke, J. (2023). Managing BPM Projects and their Implications on Organizations - Experiences from Research and Teaching. Paper presented at the 21st International Conference on Business Process Management: Blockchain, Robotic Process Automation and Educators Forum, Utrecht, Netherlands.Weitere
-
Weber, M., Hacker, J., Karintaus, L., Pekkola, S., vom Brocke, J., & Ylinen, M. (2023). Preparing for Cyberattacks: A Resilience Case Study in the Healthcare Sector. Paper presented at the 31st European Conference on Information Systems (ECIS 2023), Kristiansand, Norway.Weitere
-
Lee, J., Xin, Z., See, M. N., Sabharwal, K., Apruzzese, G., & Divakaran, D. (2023). Attacking Logo-based Phishing Website Detectors with Adversarial Perturbations. Paper presented at the European Symposium on Research in Computer Security (ESORICS).Weitere
-
Franzoi, S., Grisold, T., & vom Brocke, J. (2023). Studying Dynamics and Change with Digital Trace Data: A Systematic Literature Review. Paper presented at the 31st European Conference on Information Systems (ECIS), Kristiansand, Norway.Weitere
-
Apruzzese, G., Laskov, P., & Schneider, J. (2023). SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection. Paper presented at the IEEE European Symposium on Security and Privacy (IEEE EuroS&P), Delft, Netherlands.Weitere
-
Lorenz, J., Chandra-Kruse, L., & Recker, J. (2023). Value creation and value capture with digitalized experiential offerings. Paper presented at the European Conference on Information Systems 2023, Kristiansand, Norway.Weitere
-
Schoormann, T., Möller, F., & Chandra Kruse, L. (2023). The Beauty of Messiness: A Flexible Tool for Design Principle Projects. Paper presented at the 56th Hawaii International Conference on System Sciences.Weitere
-
Hartl, S., Franzoi, S., Grisold, T., & vom Brocke, J. (2023). Explaining Change with Digital Trace Data: A Framework for Temporal Bracketing. Paper presented at the 56th Hawaii International Conference on System Sciences, Maui, Hawaii.Weitere
-
Schneider, J., Eisenhardt, D., Utama, C., & Meske, C. (2023). Impact of data collection on ML models: Analyzing differences of biases between low- vs. high-skilled annotators. Paper presented at the 18th International Conference on Wirtschaftsinformatik, Paderborn, Germany.Weitere
-
Schneider, J., Meske, C., & Bikic, A. (2023). How individuals can shape AI through data - An AI literacy and morality perspective. Paper presented at the European Conference on Information Systems, Kristiansand, Norway.Weitere
-
Gau, M., Maedche, A., & vom Brocke, J. (2023). Accessing the Design Science Knowledge Base - A Search Engine for the Accumulation of Knowledge Across Decentrally Organized Publication. Paper presented at the 18th International Conference on Design Science Research in Information Systems and Technology, South Africa.Weitere
-
Apruzzese, G., Anderson, H. S., Dambra, S., Freeman, D., Pierazzi, F., & Roundy, K. A. (2023). "Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice. Paper presented at the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), Raleigh, North Carolina, USA.Weitere
-
Tricomi, P. P., Facciolo, L., Apruzzese, G., & Conti, M. (2023). Attribute Inference Attacks in Online Multiplayer Video Games: a Case Study on Dota2. Paper presented at the ACM Conference on Data and Application Security and Privacy (CODASPY), Charlotte, NC, United States.Weitere
-
Grisold, T., & Schneider, J. (2023). Dynamics of Human-AI Delegation in Organizational Routines. Paper presented at the Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies (ICIS 2023), Hyderabad, India.Weitere
-
Groner, R., Witte, T., Raschke, A., Hirn, S., Pekaric, I., Frick, M., Tichy, M., & Felderer, M. (2023). Model-Based Generation of Attack-Fault Trees. Paper presented at the International Conference on Computer Safety, Reliability, and Security.Weitere
-
Draganovic, A., Dambra, S., Aldana louit, J., Roundy, K., & Apruzzese, G. (2023). "Do Users fall for Real Adversarial Phishing?" Investigating the Human response to Evasive Webpages. Paper presented at the APWG Symposium on Electronic Crime Research (eCrime), Barcelona, Spain.Weitere
-
Gau, M., Greif-Winzrieth, A., & Mädche, A. (2022). Leveraging Digital Citizen Science for Research Problem Discovery: Insights from a Home Office Challenge Participatory Action. Paper presented at the Mensch und Computer 2022 - Workshopband, Darmstadt.Weitere
-
Gau, M., Reiners, S., Kipping, G., Müller, L., Tuunanen, T., Leimeister, J. M., & vom Brocke, J. (2025). Design Science Research Academy: A Prototype for Open and Innovative DSR Teaching Material. Presented at the DESRIST 2025.Weitere
-
Krause, F., Sturm, S. G., & van Giffen, B. (2025). Bridging Ethical Gaps: A Case for Virtue Ethics in AI Governance at OTTO. Presented at the Annual Meeting of the Society for Business Ethics, Copenhagen.Weitere
-
Gau, M., Reiners, S., Kipping, G., Tingelhoff, F., Leimeister, J. M., Tuunanen, T., & vom Brocke, J. (2024). Design Science Research Academy: Teaching Students to Solve Problems That Have Not Been Identified Yet, Using Technologies That Have Not Been Invented Yet. Presented at the 45th International Conference on Information Systems, Bangkok, Thailand.Weitere
-
Kipping, G., Gau, M., & vom Brocke, J. (2024). How Micro-Credentials Enable Skills Recognition in Education and Training: Challenges and Opportunities for Information Systems Scholars. Presented at the 32nd European Conference on Information Systems, Paphos, Cyprus.Weitere
-
Knapp, D., Seckler, C., & vom Brocke, J. (2023). Creativity in Design Science Research: how to use divergent and convergent methods effectively. Presented at the 18th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2023), Pretoria, ZA.Weitere
-
Grisold, T., Gau, M., & Yoo, Y. (2023). A Mimetic Theory of User Behaviors in Online Communities: A Computational Study of GitHub. Presented at the 83nd Annual Meeting of the Academy of Management, Boston, Massachusetts, USA.Weitere