Publikationen
forthcoming[ to top ]
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Deciphering Crypto Risks: Crypto asset risk management requirements for financial service providers. . In Wirtschaftsinformatik 2024 Proceedings. forthcoming.
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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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Governance Requirements for Decentralized Blockchain-based Supply Chain Consortia. . In Wirtschaftsinformatik 2024 Proceedings. forthcoming.
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How to Achieve Hyperautomation? Towards a Maturity Model for SMEs. . In Wirtschaftsinformatik 2024 Proceedings. forthcoming.
2024[ to top ]
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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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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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Designing For Banking Resilience: A DeFi E-Learning Solution. . In International Conference on Design Science Research (DESRIST 2024). 2024.
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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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A Taxonomy of Artificial Intelligence for Process Mining enhancement. . In Pacific-Asia Conference on Information Systems (PACIS). AIS, 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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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 (reds.). Trollhättan, Sweden, 2024.
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2023[ to top ]
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Risiken von B2B Marktplätzen – Analyse am Fallbeispiel gemeinsamer Nutzung additiver Fertigungskapazitäten. . In Betriebswirtschaftliche Forschung und Praxis (BFuP), 1, bll 118–145. 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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Stop Ordering Machine Learning Algorithms by their Explainability! A User-Centered Investigation of Performance and Explainability. . In International Journal of Information Management, 69, bl 102538. 2023.
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What is the Minimum to Trust AI?—A Requirement Analysis for (Generative) AI-based Texts. . In Wirtschaftsinformatik 2023 Proceedings, bl 35. 2023.
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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 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, bll 79–96. Springer Nature Switzerland, Cham, 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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Measuring Trustworthiness of AI Systems: A Holistic Maturity Model. . In International Conference on Information Systems 2023. 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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A framework for implementing robotic process automation projects. . In Information Systems and e-Business Management, 21, bll 1–35. Springer Science and Business Media {LLC}, 2023.
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2022[ to top ]
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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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Ziele und Gestaltung digitaler Plattformen für Produktionsnetzwerke. . In HMD – Praxis Der Wirtschaftsinformatik, 59, bll 1281–1311. 2022.
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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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A Nascent Design Theory for Explainable Intelligent Systems. . In Electronic Markets, 32(4), bll 2079–2102. 2022.
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A Taxonomy of User-centered Explainable AI Studies. . In 25th Pacific Asia Conference on Information Systems (PACIS), bll 1–17. AIS, AIS Virtual Conference Series, 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), bll 556–571. 2022.
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A Social Evaluation of the Perceived Goodness of Explainability in Machine Learning. . In Journal of Business Analytics, 5(1), bll 29–50. 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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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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The Effect of Transparency and Trust on Intelligent System Acceptance: Evidence from a User-based Study. . In Electronic Markets, 32(4), bll 2185–2205. 2022.
2021[ to top ]
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Design Principles for Shared Maintenance Analytics in Fleet Management. . In 16th International Conference on Design Science Research in Information Systems and Technology (DESRIST). Lecture Notes in Computer Science, Vol. 12807, bll 236–247. Springer, Kristiansand, 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, bll 245–258. Galway, Springer, 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), bll 1–14. AIS, AIS Virtual Conference Series, 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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A Platform Business Model for Collaborative Additive Manufacturing. . In Proceedings of the 54th Hawaii International Conference on System Sciences, bll 4765–4774. 2021.
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Managing RPA implementation projects. . In , C. Czarnecki; P. Fettke (reds.). De Gruyter, Oldenourg, 2021.
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Entscheidungsunterstützung mit KI: Eine Analyse technischer und sozialer Faktoren für die industrielle Instandhaltung in Deutschland. . In INDUSTRIE 4.0 Management, 2(37), bll 39–43. 2021.
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Towards an Implementation of Blockchain-based Collaboration Platforms in Supply Chain Networks: A Requirements Analysis. . In 54th Hawai’i International Conference on System Sciences (HICSS), bll 6865–6874. Virtual Conference, 2021.
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A Framework of Cost Drivers for Robotic Process Automation Projects. . In 19th International Conference on Business Process Management RPA Forum. Lecture Notes in Business Information Processing, Vol. 428, bll 7–22. Springer, Roma, 2021.
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Digitalisierungspotenziale der Instandhaltung 4.0 – Von der Aufbereitung binärer Daten zum Einsatz transparenter künstlicher Intelligenz. . In , bll 177–193. Springer, Wiesbaden, 2021.
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Matching Supply and Demand in Collaborative Additive Manufacturing. . In International Journal of Conceptual Modeling (EMISAJ), 16(1), bll 1–31. 2021.
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Security Implications of Consortium Blockchains: The Case of Ethereum Networks. . In JIPITEC, 12(4), bll 347–359. 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), bll 1–17. AIS, AIS Virtual Conference Series, 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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A financial game with opportunities for fraud. . In IEEE COG 2021, 2021. 2021.
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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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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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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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A Decentralized Marketplace for Collaborative Manufacturing. . In 29th European Conference on Information Systems (ECIS). 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), bll 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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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, bll 289–305. Springer, Roma, 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, bll 5779–5788. 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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Process Selection for RPA: A Holistic Approach. . In Robotic Process Automation – Management, Technology, Applications, C. Czarnecki, P. Fettke (reds.). De Gruyter Oldenbourg, 2021.
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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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A Taxonomy for Interorganizational Production Networks. . In 21st International Scientific Conference Business Logistics in Modern Management, bll 167–187. 2021.
2020[ to top ]
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Bridging the Architectural Gap in Smart Homes Between User Control and Digital Automation. . In 15th International Conference on Design Science Research in Information Systems and Technology (DESRIST). Lecture Notes in Computer Science, Vol. 12388, bll 376–381. Kristiansand, 2020.
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Smart Factory – Requirements for Exchanging Machine Data. . In Designing for Digital Transformation. Co-Creating Services with Citizens and Industry. DESRIST 2020. Lecture Notes in Computer Science, Vol. 12388, bll 347–359. Springer International Publishing, 2020.
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Building a Taxonomy for Gambling Smart Contracts. . In 28th European Conference on Information Systems (ECIS). Marrakech, Morocco. 2020.
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Uncovering the Mining Behaviour in Proof-of-Work Blockchains. . In 28th European Conference on Information Systems (ECIS). Marrakech, Morocco. 2020.
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A Moral Consensus Mechanism for Autonomous Driving: Towards a Law-compliant Basis of Logic Programming. . In Wirtschaftsinformatik (Zentrale Tracks), N. Gronau, M. Heine, H. Krasnova, K. Poustcchi (reds.), bll 17–32. GITO Verlag, 2020.
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Betrug und Manipulationen in Informationssystemen. . In ERP Management, 16(3). 2020.
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Building Scalable Blockchain Applications - A Decision Process. . In Designing for Digital Transformation. Co-Creating Services with Citizens and Industry, bll 309–320. Springer International Publishing, 2020.
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How Much Is the Black Box? The Value of Explainability in Machine Learning Models. . In 28th European Conference on Information Systems (ECIS), bll 1–14. AIS, AIS Virtual Conference Series, 2020.
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Prioritizing and Organizing the Modeling of the Long Tail of Business Processes. . In ECIS, F. Rowe, R. E. Amrani, M. Limayem, S. Newell, N. Pouloudi, E. van Heck, A. E. Quammah (reds.). 2020.
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An Industry-Agnostic Approach for the Prediction of Return Shipments. . In Americas Conference on Information Systems (AMCIS), Salt Lake City. 2020.
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A Consolidated Framework for Implementing Robotic Process Automation Projects. . In Proceedings of the 18th International Conference on Business Process Management, Lecture Notes in Computer Science, bl accepted for publication. Springer, Sevilla, 2020.
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Making the Newsvendor Smart – Order Quantity Optimization with ANNs for a Bakery Chain. . In Proceeding of the 26th Americas Conference on Information Systems (AMCIS). 2020.
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White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems. . In International Conference on Information Systems (ICIS). AIS, 2020.
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Produktionsfaktor Energie - Stromkosten als Einflussgröße in der Produktionsplanung. . In Realisierung Utility 4.0 Band 2, O. D. Doleski (red.), bll 241–252. Springer, 2020.
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A Taxonomy and Archetypes of Smart Services for Smart Living. . In Electronic Markets, 30(1), bll 131–149. 2020.
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Tracing Back the Value Stream with Colored Coins. . In Forty-First International Conference on Information Systems. AIS, 2020.
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Ein erweitertes Privacy-Calculus-Modell für Anwendungen der Blockchain-Technologie. . In 15th International Conference on Wirtschaftsinformatik (WI), Potsdam. 2020.
2019[ to top ]
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The Road to Success: Recommendations for the Design of Successful Business Process Modeling Initiatives. . In 52nd Hawai’i International Conference on System Sciences (HICSS). 2019.
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Verwendung binärer Datenwerte für eine KI-gestützte Instandhaltung 4.0. . In HMD Praxis der Wirtschaftsinformatik, 56, bll 1268–1281. 2019.
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Requirements and a Meta Model for Exchanging Additive Manufacturing Capacities. . In 14th International Conference on Wirtschaftsinformatik (WI). Siegen, 2019.
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The Role of Blockchain in Enterprise Procurement. . In 52nd Hawai’i International Conference on System Sciences (HICSS) - Accepted. 2019.
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Directions for Future Research on the Integration of SOA, BPM, and BRM. . In Business Process Management Journal, bl accepted for publication. 2019.
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From Facets to a Universal Definition – An Analysis of IoT Usage in Retail. . In 14th International Conference on Wirtschaftsinformatik (WI). Siegen, 2019.
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Process Selection in RPA Projects -Towards a Quantifiable Method of Decision Making. . In International Conference on Information Systems 2019 (ICIS). 2019.
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Countering the Fear of Black-boxed AI in Maintenance: Towards a Smart Colleague. . In 2019 Pre-ICIS SIGDSA Symposium Prototype Track, bll 1–7. AIS, München, 2019.
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Towards Predictive Energy Management in Information Systems: A Research Proposal. . In 14th International Conference on Wirtschaftsinformatik (WI). Siegen, 2019.
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What is the impact of company specific adjustments on the acceptance and diffusion of logistic standards?. . In Wirtschaftsinformatik, T. Ludwig, V. Pipek (reds.), bll 113–117. University of Siegen, Germany / AISeL, 2019.
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2018[ to top ]
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eStandards einfach einführen. . Würzburg, 2018.
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Towards Smart Meter Service Engineering: A Research Approach for Market Segmentation. . In Multikonferenz Wirtschaftsinformatik 2018 (MKWI). Lüneburg, 2018.
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Connected Enterprise Meets Connected Customer - A Design Approach. . In HICSS, T. Bui (red.), bll 1–10. ScholarSpace / AIS Electronic Library (AISeL), 2018.
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Akzeptanz und Erwartungshaltung zu Gamification an deutschen Bildungseinrichtungen: Eine qualitative Studie für Baden-Württemberg. . In Multikonferenz Wirtschaftsinformatik 2018 (MKWI). Student Track. Lüneburg, 2018.
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Connected Customer sucht Connected Enterprise: Eine Standortbestimmung. . In Homo Connectus: Einblicke in die Post-Solo-Ära des Kunden, F. Keuper, M. Schomann, L. I. Sikora (reds.), bll 319–354. Springer Gabler, Wiesbaden, 2018.
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Connected Enterprise Meets Connected Customer: A Design Approach. . In 51st Hawai’i International Conference on System Sciences (HICSS). 2018.
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Approaching Digitalization with Business Process Management. . In Multikonferenz Wirtschaftsinformatik 2018 (MKWI). Lüneburg, 2018.
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Industrial Application of Blockchain Technology: Erasing the Weaknesses of Vendor Managed Inventory. . In 26th European Conference on Information Systems (ECIS). Portsmouth, UK, 2018.
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Conceptualizing a Framework to Manage the Short Head and Long Tail of Business Processes. . In 16th International Conference on Business Process Management (BPM 2018). Lecture Notes in Computer Science. Springer, Sydney, 2018.
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Cloud Computing in SMEs: A Qualitative Approach to Identify and Evaluate Influential Factors. . In 51st Hawai’i International Conference on System Sciences (HICSS). 2018.
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Herausforderungen der Integration von SOA, BPM und BRM. . In Multi-Konferenz Wirtschaftsinformatik 2018 (MKWI). Lüneburg, 2018.
2017[ to top ]
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Standardisierung und unternehmensspezifische Varianten – Wie groß sind die Unterschiede wirklich?. . In HMD Praxis der Wirtschaftsinformatik. 2017.
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Improving the processes of music events with radio frequency identification. . In 2017 {IEEE} International Conference on {RFID} Technology {\&} Application ({RFID}-{TA}). {IEEE}, 2017.
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