Publikationen
2023[ to top ]
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Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study in European Conference on Information Systems (ECIS) (2023).
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A framework for implementing robotic process automation projects in Information Systems and e-Business Management (2023). 21 1–35.
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Risiken von B2B Marktplätzen – Analyse am Fallbeispiel gemeinsamer Nutzung additiver Fertigungskapazitäten in Betriebswirtschaftliche Forschung und Praxis (BFuP) (2023). 1 118–145.
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Towards Explainable Occupational Fraud Detection in Machine Learning and Principles and Practice of Knowledge Discovery in Databases, I. Koprinska, P. Mignone, R. Guidotti, S. Jaroszewicz, H. Fröning, F. Gullo, P. M. Ferreira, D. Roqueiro, G. Ceddia, S. Nowaczyk, J. Gama, R. Ribeiro, R. Gavaldà, E. Masciari, Z. Ras, E. Ritacco, F. Naretto, A. Theissler, P. Biecek, W. Verbeke, G. Schiele, F. Pernkopf, M. Blott, I. Bordino, I. L. Danesi, G. Ponti, L. Severini, A. Appice, G. Andresini, I. Medeiros, G. Graca, L. Cooper, N. Ghazaleh, J. Richiardi, D. Saldana, K. Sechidis, A. Canakoglu, S. Pido, P. Pinoli, A. Bifet, S. Pashami (reds.) (2023). 79–96.
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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 (2023). 69 102538.
2022[ to top ]
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Applications and Challenges of Task Mining: A Literature Review in 30th European Conference on Information Systems (ECIS) (2022).
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Open ERP System Data For Occupational Fraud Detection in arxiv (2022).
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A Social Evaluation of the Perceived Goodness of Explainability in Machine Learning in Journal of Business Analytics (2022). 5(1) 29–50.
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Der Einfluss von menschlichen Denkmustern auf künstliche Intelligenz: Eine strukturierte Untersuchung von kognitiven Verzerrungen in HMD - Praxis der Wirtschaftsinformatik (2022). 59(2) 556–571.
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An Architecture Using Payment Channel Networks for Blockchain-based Wi-Fi Sharing in ACM Transactions on Management Information Systems (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) (2022).
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Ziele und Gestaltung digitaler Plattformen für Produktionsnetzwerke in HMD – Praxis Der Wirtschaftsinformatik (2022). 59 1281–1311.
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A Nascent Design Theory for Explainable Intelligent Systems in Electronic Markets (2022). 32(4) 2079–2102.
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The Effect of Transparency and Trust on Intelligent System Acceptance: Evidence from a User-based Study in Electronic Markets (2022). 32(4) 2185–2205.
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Predictive End-to-End Enterprise Process Network Monitoring in Business & Information Systems Engineering (2022).
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A Taxonomy of User-centered Explainable AI Studies in 25th Pacific Asia Conference on Information Systems (PACIS) (2022). 1–17.
2021[ to top ]
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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 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 (2021). (Vol. 428) 7–22.
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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 (2021). (Vol. 12807) 236–247.
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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) (2021). 1–17.
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Adoption Barriers of AI: A Context-Specific Acceptance Model for Industrial Maintenance in 29h European Conference on Information Systems (ECIS) (2021). 1–13.
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Digitalisierungspotenziale der Instandhaltung 4.0 – Von der Aufbereitung binärer Daten zum Einsatz transparenter künstlicher Intelligenz (2021). 177–193. Springer, Wiesbaden.
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Critical Success Factors for Process Modeling Projects: Analysis of Empirical Evidence in 25th Pacific Asia Conference on Information Systems (PACIS) (2021). 1–14.
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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) (2021). 6865–6874.
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Towards a Reference Architecture for Female-Sensitive Drug Management in Hawaii International Conference on System Sciences (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 (2021). 2(37) 39–43.
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A Platform Business Model for Collaborative Additive Manufacturing in Proceedings of the 54th Hawaii International Conference on System Sciences (2021). 4765–4774.
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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 (2021). (Vol. 12875) 289–305.
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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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Managing RPA implementation projects (C. Czarnecki; P. Fettke, reds.) (2021). De Gruyter, Oldenourg.
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Security Implications of Consortium Blockchains: The Case of Ethereum Networks in JIPITEC (2021). 12(4) 347–359.
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Developing a Taxonomy for Digital Platforms – A Conceptual Approach in Proceedings of the 54th Hawaii International Conference on System Sciences (2021). 5779–5788.
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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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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 Decentralized Marketplace for Collaborative Manufacturing in 29th European Conference on Information Systems (ECIS) (2021).
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Process Selection for RPA: A Holistic Approach. in Robotic Process Automation – Management, Technology, Applications, C. Czarnecki, P. Fettke (reds.) (2021).
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Matching Supply and Demand in Collaborative Additive Manufacturing in International Journal of Conceptual Modeling (EMISAJ) (2021). 16(1) 1–31.
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Sharing Economy in der Industrie – Unternehmensübergreifende Auslastung von Produktionskapazitäten am Beispiel der additiven Fertigung (2021). Springer Gabler, Wiesbaden.
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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 Taxonomy for Interorganizational Production Networks in 21st International Scientific Conference Business Logistics in Modern Management (2021). 167–187.
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A financial game with opportunities for fraud in IEEE COG 2021 (2021). 2021
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A Source-Code-Based Taxonomy for Ethereum Smart Contracts in ICIS 2021 Proceedings (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 (2021). (Vol. 12896) 245–258.
2020[ to top ]
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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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Tracing Back the Value Stream with Colored Coins in Forty-First International Conference on Information Systems (2020).
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On the Composition of the Long Tail of Business Processes: Implications from a Process Mining Study in Information Systems (2020). forthcoming.
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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 (2020). (Vol. 12388) 376–381.
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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) (2020). 1–14.
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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) (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 (2020). 347–359.
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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.) (2020). 17–32.
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Betrug und Manipulationen in Informationssystemen in ERP Management (2020). 16(3) (forthcoming).
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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 (2020). accepted for publication.
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Ein erweitertes Privacy-Calculus-Modell für Anwendungen der Blockchain-Technologie in 15th International Conference on Wirtschaftsinformatik (WI), Potsdam (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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A Taxonomy and Archetypes of Smart Services for Smart Living in Electronic Markets (2020). forthcoming.
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Produktionsfaktor Energie - Stromkosten als Einflussgröße in der Produktionsplanung in Realisierung Utility 4.0 Band 2, O. D. Doleski (red.) (2020). 241–252.
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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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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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Uncovering the Mining Behaviour in Proof-of-Work Blockchains in 28th European Conference on Information Systems (ECIS). Marrakech, Morocco (2020).
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Building Scalable Blockchain Applications - A Decision Process in Designing for Digital Transformation. Co-Creating Services with Citizens and Industry (2020). 309–320.
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2019[ to top ]
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Verwendung binärer Datenwerte für eine KI-gestützte Instandhaltung 4.0 in HMD Praxis der Wirtschaftsinformatik (2019). 56 1268–1281.
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Towards Predictive Energy Management in Information Systems: A Research Proposal in 14th International Conference on Wirtschaftsinformatik (WI) (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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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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Requirements and a Meta Model for Exchanging Additive Manufacturing Capacities in 14th International Conference on Wirtschaftsinformatik (WI) (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) (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 (2019). 1–7.
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Directions for Future Research on the Integration of SOA, BPM, and BRM in Business Process Management Journal (2019). accepted for publication.
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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.) (2019). 113–117.
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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).
2018[ to top ]
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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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Connected Enterprise Meets Connected Customer: A Design Approach 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) (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 (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.) (2018). 319–354.
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Approaching Digitalization with Business Process Management in Multikonferenz Wirtschaftsinformatik 2018 (MKWI) (2018).
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Towards Smart Meter Service Engineering: A Research Approach for Market Segmentation in Multikonferenz Wirtschaftsinformatik 2018 (MKWI) (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) (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 (2018).
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eStandards einfach einführen (2018). Würzburg.
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Connected Enterprise Meets Connected Customer - A Design Approach. in HICSS, T. Bui (red.) (2018). 1–10.
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2017[ to top ]
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Cultural Differences between Germany and the United States in Landing Page Design in 50th Hawai’i International Conference on System Sciences (HICSS) - Best Paper Award-Winner (2017). 3991–4000.
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Herausforderungen und Erfolgsfaktoren bei Industrie 4.0-Projekten kleiner und mittlerer Unternehmen in Wissenschaft trifft Praxis, (F. Bülligen Initiative Mittelstand-Digital WIK GmbH, red.) (2017). eBusiness-Standards als Wegbereiter für Industrie 4.0(7) 7–14.
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Identification of current key topics in ERP post-implementation research: A literature review classification framework in 25th European Conference on Information Systems (ECIS) (2017).
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Vernetzung von ERP-Systemen: Auswahl von Software-Lösungen zur Nutzung von betriebswirtschaftlichen Standards in ERP-Systemen in ERP Management, (N. Gronau, red.) (2017). 13(2) 41–44.
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Managing the Long Tail of Business Processes in 25th European Conference on Information Systems (ECIS), 25th European Conference on Information Systems (ECIS (red.) (2017).
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Improving Concepts of E-Learning by Using ERP Systems for an Interactive Knowledge Diffusion in International Conference on Human-Computer Interaction (HCII) (2017).
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Efficiently Accessing the Market for ERP Systems in International Conference on Human-Computer Interaction (HCII) (2017).
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Assessing Process Fit in ERP Implementation Projects: A Methodological Approach in 12th International Conference on Design Science Research in Information Systems and Technology (DESRIST). Lecture Notes in Computer Science Vol. 10243 (2017). 3–20.
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Integrating Corpus Statistics into Measures of Business Process Similarity in 23rd Americas Conference on Information Systems (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}) (2017).
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Ordnungsrahmen zur effizienten Auswahl von ERP-Systemen in ERP Management, (N. Gronau, red.) (2017). 13(4) 23–26.
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Standardisierung und unternehmensspezifische Varianten – Wie groß sind die Unterschiede wirklich? in HMD Praxis der Wirtschaftsinformatik (2017).
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2016[ to top ]
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Nutzerorientierte, interaktive eStandard-Empfehlung für KMU in Tagungsband: 2. Fachsymposium Mittelstand Digital und Industrie 4.0 im Rahmen des 18. Bayreuther 3D-Konstrukteurstag 2016, R. Hackenschmidt, F. Rieg (reds.) (2016).
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Personalisierungsmöglichkeiten von mobilen Apps (V. Nissen; D. Stelzer; S. Straßburger; D. Fischer, reds.) (2016). (Vol. Tagungsband der Multikonferenz Wirtschaftsinformatik (MKWI) 2016: Technische Universität Ilmenau, 09. - 11. März 2016) 443–454. Universitätsverlag Ilmenau, Ilmenau.
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Digitally Enabled Business Models for Energy Utilities (V. Nissen; D. Stelzer; S. Straßburger; D. Fischer, reds.) (2016). (Vol. Tagungsband der Multikonferenz Wirtschaftsinformatik (MKWI) 2016: Technische Universität Ilmenau, 09. - 11. März 2016) 825–836. Universitätsverlag Ilmenau, Ilmenau.
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Towards Taxonomy of Internet of Things-Product-Services (2016). Ilmenau.
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Benchmarking als Controlling-Instrument im stationären Einzelhandel. Entwicklung eines Vorgehensmodells in Controlling - Zeitschrift für erfolgsorientierte Unternehmenssteuerung (2016). 28(1) 21–30.
2010[ to top ]
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Multikonferenz Wirtschaftsinformatik 2010 Göttingen, 23. - 25. Februar 2010 ; Kurzfassungen der Beiträge (S. Matthias; K. L. M.; B. M. H.; F. Arne, reds.) (2010).
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