Wissenschaftliche Publikationen
Die Mitglieder der Wirtschaftswissenschaftlichen Fakultät haben bereits in führenden internationalen Zeitschriften veröffentlicht. Dazu gehören u. a. Econometrica, Economic Journal oder die International Economic Review. Weiterhin waren oder sind verschiedene Mitglieder in nationalen und internationalen Organisationen tätig und in wirtschaftspolitischen Gremien aktiv. Dazu gehören die Deutsche Bundesbank, die Europäische Zentralbank, die Weltbank, die Kommission der EU und viele andere mehr.
Die Forschungsergebnisse der verschiedenen Forschungsgruppen werden sowohl in international renommierten Fachzeitschriften als auch in eigenen Publikationsreihen veröffentlicht. Weitere Informationen finden Sie außerdem auf den Seiten der einzelnen Lehrstühle.
Wissenschaftliche Schriftenreihen der Fakultät
Publikationen
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Data-driven inventory control for large product portfolios: A practical application of prescriptive analytics. . In European Journal of Operational Research. Elsevier, 2024.
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Explainable subgradient tree boosting for prescriptive analytics in operations management. . In European Journal of Operational Research, 312(3), pp. 1119–1133. Elsevier, 2024.
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A General-Purpose Deep Reinforcement Learning Approach for Dynamic Inventory Control. . In Available at SSRN 4754937. 2024.
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Re-intermediation of the crypto asset ecosystem by banks: An empirical study on acceptance drivers among the populace. . In Electronic Markets, 34(37). 2024.
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The Idea Marketplace: Diversity, Social Capital, and Innovation. . In Journal of the Academy of Marketing Science, pp. 1–22. 2024.
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The faster, the better? The impact of short delivery times on product returns in online retailing. . In Journal of Retailing, 100. 2024.
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Strange Case of Dr. Bidder and Mr. Entrant: Consumer Preference Inconsistencies in Costly Price Offers. . In International Journal of Research in Marketing. 2024.
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The Effect of Delivery Time on Repurchase Behavior in Quick Commerce. . In Journal of Service Research. 2024.
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What Can We Learn from LLMs? Building a Foundation Model for Inventory Management. . In Available at SSRN 4950340. 2024.
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Risiken von B2B Marktplätzen – Analyse am Fallbeispiel gemeinsamer Nutzung additiver Fertigungskapazitäten. . In Betriebswirtschaftliche Forschung und Praxis (BFuP), 1, pp. 118–145. 2023.
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Welcome to the Era of ChatGPT et al. . In Business & Information Systems Engineering, 65, pp. 95–101. 2023.
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Stop Ordering Machine Learning Algorithms by their Explainability! A User-Centered Investigation of Performance and Explainability. . In International Journal of Information Management, 69, p. 102538. 2023.
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A Case-Individual Data-Driven Optimization Approach for Surgery Planning. . In Under Review at OR Spectrum. 2023.
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Designing a Method to Nudge Analytics with Artificially Generated Data. . In International Conference on Information Systems (ICIS). 2023.
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Deep learning-enabled segmentation of ambiguous bioimages with deepflash2. . In Nature Communications. 2023.
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Information Value Analysis for Real-time Silo Fill-level Monitoring. . In INFORMS Journal on Applied Analytics, 53(4), pp. 283–294. 2023.
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Nudging Creativity in Digital Marketing with Generative Artificial Intelligence: Opportunities and Limitations. . In European Conference on Information Systems (ECIS). 2023.
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Prescriptive Analytics for a Multi-Shift Staffing Problem. . In European Journal of Operational Research, 305(2), pp. 887–901. Elsevier, 2023.
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A framework for implementing robotic process automation projects. . In Information Systems and e-Business Management, 21, pp. 1–35. Springer Science and Business Media LLC, 2023.
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A Social Evaluation of the Perceived Goodness of Explainability in Machine Learning. . In Journal of Business Analytics, 5(1), pp. 29–50. 2022.
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Detecting and Understanding Textual Deepfakes in Online Reviews. . In Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 1480–1489. Hawaii International Conference on System Sciences, 2022.
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Ziele und Gestaltung digitaler Plattformen für Produktionsnetzwerke. . In HMD – Praxis Der Wirtschaftsinformatik, 59, pp. 1281–1311. 2022.
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TRACING DOWN THE VALUE OF CO-CREATION IN FEDERATED AI ECOSYSTEMS. . In European Conference on Information Systems (ECIS). 2022.
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A Nascent Design Theory for Explainable Intelligent Systems. . In Electronic Markets, 32(4), pp. 2079–2102. 2022.
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Leveraging Electronic Health Records to improve Patient Appointment Scheduling: A design-oriented Approach. . In International Conference on Information Systems (ICIS). 2022.
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Der Einfluss von menschlichen Denkmustern auf künstliche Intelligenz: Eine strukturierte Untersuchung von kognitiven Verzerrungen. . In HMD - Praxis der Wirtschaftsinformatik, 59(2), pp. 556–571. 2022.
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The Effect of Transparency and Trust on Intelligent System Acceptance: Evidence from a User-based Study. . In Electronic Markets, 32(4), pp. 2185–2205. 2022.
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Predictive End-to-End Enterprise Process Network Monitoring. . In Business & Information Systems Engineering. 2022.
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Open ERP System Data For Occupational Fraud Detection. . In arxiv. 2022.
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Prescriptive Analytics for Flexible Capacity Management. . In Management Science, 68(3), pp. 1756–1775. 2022.
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An Architecture Using Payment Channel Networks for Blockchain-based Wi-Fi Sharing. . In ACM Transactions on Management Information Systems. Association for Computing Machinery (ACM), 2022.
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Towards Understanding the Skill Gap in Cybersecurity. . In ITiCSE ’22: Proceedings of the 27th ACM Conference on on Innovation and Technology in Computer Science Education, 1, pp. 477–483. 2022.
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Paying for Open Access. . In Journal of Economic Behavior & Organization, 200, pp. 273–286. 2022.
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Bridging the Gap Between Industry Skill Demand and University Skill Provision. . In Proceedings of the 29th European Conference on Information Systems. 2021.
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Security Implications of Consortium Blockchains: The Case of Ethereum Networks. . In JIPITEC, 12(4), pp. 347–359. 2021.
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Catch me if You Scan: Data-Driven Prescriptive Modeling for Smart Store Environments. . In European Journal of Operational Research. 2021.
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A Taxonomy for Interorganizational Production Networks. . In 21st International Scientific Conference Business Logistics in Modern Management, pp. 167–187. 2021.
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A financial game with opportunities for fraud. . In IEEE COG 2021, 2021. 2021.
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Leveraging the Potentials of Federated AI Ecosystems. . In Proceedings of the 16th International Conference on Wirtschaftsinformatik. 2021.
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What can the maker movement teach us about the digitization of creativity?. . In Communications of the ACM, 64(3), pp. 42–45. Association for Computing Machinery (ACM), 2021.
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An Experimental Analysis of Overconfidence in Tariff Choice. . In Review of Managerial Science, 15(8), pp. 2275–2297. 2021.
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ddop: A python package for data-driven operations management. . In Journal of Open Source Software, 6(66), p. 3429. 2021.
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A Decentralized Marketplace for Collaborative Manufacturing. . In 29th European Conference on Information Systems (ECIS). 2021.
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On the Composition of the Long Tail of Business Processes: Implications from a Process Mining Study. . In Information Systems, Volume 97(101689). 2021.
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Exploring Information Systems Curricula. . In Business & Information Systems Engineering, 63(6), pp. 711–732. Springer Science and Business Media LLC, 2021.
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Catch me if You Scan: Data-Driven Prescriptive Modeling for Smart Store Environments. . In European Journal of Operational Research, 294(3), pp. 860–873. 2021.
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Bedeutung und Nutzen von Predictive Analytics für metallbasierte additive Fertigungssysteme. . In Proceedings of the 17th Rapid. Tech 3D Conference Erfurt, Germany, 22--23 June 2021, M. Kynast; M. Eichmann; P. D. G. Witt (eds.), pp. 89–102. Carl Hanser Verlag München, 2021.
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Sharing Economy in der Industrie – Unternehmensübergreifende Auslastung von Produktionskapazitäten am Beispiel der additiven Fertigung. . Springer Gabler, Wiesbaden, 2021.
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From Black Box to Glass Box: Evaluating the Faithfulness of Process Predictions with GCNNs. . In Machine Learning and Knowledge Discovery in Databases ECML PKDD 2023 Communications in Computer and Information Science, vol 1167. Springer, Cham. forthcoming.
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Beyond E-Commerce: A Design Science Study into Crafting a Model for Customer-centric M-Commerce. . In International Conference on Design Science Research (DESRIST). 2024.
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AI-based Methods of Dynamic Pricing in E-Commerce: A Systematization of Literature. . In European Conference on Information Systems (ECIS). AIS, 2024.
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How to Achieve Hyperautomation? Towards a Maturity Model for SMEs. . In Wirtschaftsinformatik 2024 Proceedings, p. 109. 2024.
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The obscure world of digital assets - Design Principles for User-Centered Platforms. . In 32nd European Conference on Information Systems (ECIS). AIS, 2024.
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A Taxonomy of Artificial Intelligence for Process Mining enhancement. . In Pacific-Asia Conference on Information Systems (PACIS). AIS, 2024.
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Designing For Banking Resilience: A DeFi E-Learning Solution. . In International Conference on Design Science Research (DESRIST 2024). 2024.
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Deciphering Crypto Risks: Crypto asset risk management requirements for financial service providers. . In Wirtschaftsinformatik 2024 Proceedings, p. 28. 2024.
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Governance Requirements for Decentralized Blockchain-based Supply Chain Consortia. . In Wirtschaftsinformatik 2024 Proceedings, p. 58. AIS, 2024.
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Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study. . In European Conference on Information Systems (ECIS). AIS, 2023.
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Towards a Governance Model Design for blockchain-based Traceability Systems. . In 18th International Conference on Design Science Research (DESRIST 2023). 2023.
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ENABLING UTXO-BASED BACKWARDS AND FORWARDS TRACEABILTY. . In European Conference on Information Systems (ECIS). AIS, 2023.
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Industry 4.0 Maintenance: An Examination Of The Readiness Of Germany’s Industrial Sector. . In 24st IEEE Conference on Business Informatics (CBI). IEEE, Amsterdam, 2022.
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Towards a Reference Architecture for Female-Sensitive Drug Management. . In Hawaii International Conference on System Sciences. IEEE, Honolulu, 2021.
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Strategic Decision Support System for Fleet Investments in the Vaccine Supply Chain. . In ICIS 2021 Proceeding. 2021.
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A stitch in time saves nine--A meta-model for real-time prediction of product returns in ERP systems. . In 29th European Conference on Information Systems (ECIS). 2021.
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Neural Process Mining: Multi-Headed Predictive Process Analytics in Practice. . In 29th European Conference on Information Systems (ECIS). 2021.
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Buyer Behavior in Pay-What-You-Want Pricing. . In New Directions in Behavioral Pricing, C. Ofir (ed.), pp. 117–141. World Scientific Publishing Company, 2024.
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Name-Your-Own-Price. . In Elgar Encyclopedia of Pricing, A. Hinterhuber (ed.), pp. 138–139. Edward Elgar Publishing, 2024.
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Pay-What-You-Want. . In Elgar Encyclopedia of Pricing, pp. 166–167. Edward Elgar Publishing, 2024.
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In-context Quantile Regression for Multi-product Inventory Management using Time-series Transformers. . In NeurIPS Workshop on Time Series in the Age of Large Models. 2024.
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Experts versus Novices: Analyzing Behavioral Variability in Complex Process Environments. . In Wirtschaftsinformatik Proceedings. 2024.
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Augmenting Frontline Service Employee Onboarding via Hybrid Intelligence: Examining the Effects of Different Degrees of Human-GenAI Interaction. . In International Conference on Design Science Research in Information Systems and Technology (DESRIST 2024), M. Mandviwalla, M. Söllner, T. Tuunanen (eds.). Trollhättan, Sweden, 2024.
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Process Mining for Game Analytics. . In IEEE Conference on Games (CoG). 2024.
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What is the Minimum to Trust AI?—A Requirement Analysis for (Generative) AI-based Texts. . In Wirtschaftsinformatik 2023 Proceedings, p. 35. 2023.
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Towards designing an AI-based conversational agent for on-the-job training of customer support novices. . In International Conference on Design Science Research (DESRIST). Pretoria, South Africa, 2023.
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Process and Strategy Mining in Real-Time Strategy Games. . In Wirtschaftsinformatik Proceedings. 2023.
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The Layers of Change: Multilevel Adaptations to Exogenous Game Patches in CS: GO. . In IEEE Conference on Games (CoG). 2023.
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Towards Explainable Occupational Fraud Detection. . In Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2022. Communications in Computer and Information Science, Vol. 1753, pp. 79–96. Springer Nature Switzerland, Cham, 2023.
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Measuring Trustworthiness of AI Systems: A Holistic Maturity Model. . In International Conference on Information Systems 2023. AIS, 2023.
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Applications and Challenges of Task Mining: A Literature Review. . In 30th European Conference on Information Systems (ECIS). AIS, Timișoara, 2022.
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A Taxonomy of User-centered Explainable AI Studies. . In 25th Pacific Asia Conference on Information Systems (PACIS), pp. 1–17. AIS, AIS Virtual Conference Series, 2022.
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A Meta-Model for Real-Time Fraud Detection in ERP Systems. . In Proceedings of the 54th Hawaii International Conference on System Sciences. 2021.
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Critical Success Factors for Process Modeling Projects: Analysis of Empirical Evidence. . In 25th Pacific Asia Conference on Information Systems (PACIS), pp. 1–14. AIS, AIS Virtual Conference Series, 2021.
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Stop Ordering Machine Learning Algorithms by their Explainability! An Empirical Investigation of the Tradeoff between Performance and Explainability. . In 20th IFIP Conference e-Business, e-Services, and e-Society (I3E). Lecture Notes in Computer Science, Vol. 12896, pp. 245–258. Galway, Springer, 2021.
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I don’t get it, but it seems valid! The Connection Between Explainability and Comprehensibility in (X)AI Research. . In 29th European Conference on Information Systems (ECIS), pp. 1–17. AIS, AIS Virtual Conference Series, 2021.
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Risky Consumer Decision Making in Costly Participative Pricing. . In Advances in Consumer Research (ACR), Vol. 49. 2021.
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Designing a Decision Support Tool to Improve the Recyclability of Plastic Products. . In Proceedings of the 16th International Conference on Wirtschaftsinformatik. 2021.
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Developing a Taxonomy for Digital Platforms – A Conceptual Approach. . In Proceedings of the 54th Hawaii International Conference on System Sciences, pp. 5779–5788. 2021.
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Process Selection for RPA: A Holistic Approach. . In Robotic Process Automation – Management, Technology, Applications, C. Czarnecki, P. Fettke (eds.). De Gruyter Oldenbourg, 2021.
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From Symbolic RPA to Intelligent RPA: Challenges for Developing and Operating Intelligent Software Robots. . In 19th International Conference on Business Process Management. Lecture Notes in Computer Science, Vol. 12875, pp. 289–305. Springer, Roma, 2021.
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Adoption Barriers of AI: A Context-Specific Acceptance Model for Industrial Maintenance. . In 29h European Conference on Information Systems (ECIS), pp. 1–13. AIS, AIS Virtual Conference Series, 2021.
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A Source-Code-Based Taxonomy for Ethereum Smart Contracts. . In ICIS 2021 Proceedings. 2021.
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A Platform Business Model for Collaborative Additive Manufacturing. . In Proceedings of the 54th Hawaii International Conference on System Sciences, pp. 4765–4774. 2021.