IISM | Digital Service Innovation  Prof. Dr. Gerhard Satzger

Publications


2020
Conference Papers
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis.
Treiss, A.; Walk, J.; Kühl, N.
2020. Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020, 14-18 September 2020, Ghent, Belgium Full textFull text of the publication as PDF document
Please Tell Me What to Do – Towards a Guided Orchestration of Key Activities in Data-Rich Service Systems.
Hunke, F.; Seebacher, S.; Thomsen, H.
2020. Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2020), Kristiansand, Norwegen, December, 2 - 4, 2020 
Knowing What to Share: Selective Revealing in Open Data.
Enders, T.; Wolff, C.; Satzger, G.
2020. European Conference on Information Systems (ECIS), Marrakesch, Marokko, June 15 - 17 2020 
How to Implement an Open Data Strategy? Analyzing Organizational Change Processes to Enable Value Creation by Revealing Data.
Enders, T.; Benz, C.; Schüritz, R.; Lujan, P.
2020. European Conference on Information Systems, Marrakesch, Marokko, June 15 - 17, 2020 
Enabling Customer-Centric Emergency Logistics Through Systems Thinking.
Reuter-Oppermann, M.; Wolff, C.
2020. European Conference on Information Systems (ECIS) - Marrakech, Marocco, June 15 - 17, 2020 
A network-based transfer learning approach to improve sales forecasting of new products.
Karb, T.; Kühl, N.; Hirt, R.; Glivici-Cotruță, V.
2020. European Conference on Information Systems (ECIS) - Marrakech, Marocco, June 15 - 17, 2020 
Handling Concept Drift for Predictions in Business Process Mining.
Baier, L.; Reimold, J.; Kühl, N.
2020. Proceedings of 22nd IEEE International Conference on Business Informatics Full textFull text of the publication as PDF document
Engineering Industrial Service Systems : Design and Evaluation of System-Oriented Service Delivery.
Wolff, C.; Kühl, N.; Satzger, G.
2020. Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2020), Kristiansand, N, November 2020 
System-wide Learning in Cyber-Physical Service Systems: A Research Agenda [in press].
Martin, D.; Kühl, N.; Bischhoffshausen, J. K. von; Satzger, G.
2020. Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2020), Kristiansand, Norwegen, November 2020 
Igniting the Spark: Overcoming Organizational Change Resistance to Advance Innovation Adoption – The Case of Data-Driven Services.
Enders, T.; Martin, D.; Sehgal, G. G.; Schüritz, R.
2020. Exploring Service Science – 10th International Conference, IESS 2020, Porto, Portugal, February 5–7, 2020, Proceedings. Ed.: H. Nóvoa, 217–230, Springer, Cham. doi:10.1007/978-3-030-38724-2_16
Enabling System-Oriented Service Delivery in Industrial Maintenance: A Meta-method for Predicting Industrial Costs of Downtime.
Wolff, C.; Kühl, N.; Satzger, G.
2020. International Conference on Exploring Services Science, Porto, Portugal, 5 - 7 Februar 2020. Ed.: H. Nóvoa, 92–106, Springer International Publishing, Cham. doi:/10.1007/978-3-030-38724-2_7
A Reference Architecture for Cyber-Physical Fluid Power Systems: Towards a Smart Ecosystem.
Martin, D.; Kunze von Bischhoffshausen, J.; Hensel, A.; Strandberg, J.
2020. Proceedings of the 12th International Fluid Power Conference (IFK), Dresden, Oktober 2020 
Handling Concept Drifts in Regression Problems – the Error Intersection Approach.
Baier, L.; Hofmann, M.; Kühl, N.; Mohr, M.; Satzger, G.
2020. Proceedings of 15th International Conference on Wirtschaftsinformatik, 2020, Potsdam, Germany Full textFull text of the publication as PDF document
Designing Analytics-Based Services – Exploring Design Requirements for Methodological Tool Assistance in Service Design Teams.
Hunke, F.; Kiefer, F.
2020. 15. Internationaler Kongress für Wirtschaftsinformatik (WI), Potsdam, 9 - 11 März 2020 
Pathways from Data to Value: Identifying Strategic Archetypes of Analytics-Based Services [in press].
Hunke, F.; Seebacher, S.; Schüritz, R.; Satzger, G.
2020. 15. Internationaler Kongress für Wirtschaftsinformatik (WI), Potsdam, 9 - 11 März 2020 
Towards a Unified Understanding of Data-Driven Support for Emergency Medical Service Logistics [in press].
Reuter-Oppermann, M.; Wolff, C.
2020. HICSS-53 : Hawaii International Conference on System Sciences, Grand Wailea, Maui, January 7 - 10, 2020 
Towards Leveraging End-of-Life Tools as an Asset: Value Co-Creation based on Deep Learning in the Machining Industry.
Walk, J.; Kühl, N.; Schäfer, J.
2020. Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS-53), Grand Wailea, Maui, HI, January 7-10, 2020 Full textFull text of the publication as PDF document
A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs.
Martin, D.; Spitzer, P.; Kühl, N.
2020. Proceedings of the 53rd Annual Hawaii International Conference on System Sciences (HICSS-53), Grand Wailea, Maui, HI, January 7-10, 2020 Full textFull text of the publication as PDF document
Book Chapters
Die Rolle von KMUs in digitalen Ökosystemen – Wie sich KMUs in einer zunehmend digitalisierten Welt positionieren.
Gierlich, M.; Schüritz, R.; Volkwein, M.
2020. Digitale Transformation in der Unternehmenspraxis – Mindset – Leadership – Akteure – Technologien. Ed.: M. Dahm, 303–324, Springer Fachmedien, Wiesbaden. doi:10.1007/978-3-658-28557-9_15
Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda [in press].
Reuter-Opperman, M.; Kühl, N.
2020. Artificial Intelligence and Data Mining in Healthcare. Ed.: M. Masmoudi, Springer Nature, Cham 
2019
Conference Papers
Do you comply with AI? — Personalized explanations of learning algorithms and their impact on employees’ compliance behavior.
Kühl, N.; Lobana, J.; Meske, C.
2019. Proceedings of the 40th International Conference on Information Systems (ICIS): Paper-A-Thon, AIS eLibrary 
Value Co-Creation in Data-Driven Services: Towards a Deeper Understanding of the Joint Sphere.
Schüritz, R.; Farrell, K.; Wixom, B.; Satzger, G.
2019. ICIS 2019 Proceedings: 15-18 December 2019, Munich, Germany, Art.-Nr.: 2202, AIS eLibrary 
Analyzing the Impact of Strategic Behavior in System-Oriented Service Delivery.
Wolff, C.; Kimbrough, S. O.; Kühl, N.
2019. 40th International Conference on Information Systems (ICIS 2019), München, 15.-18. Dezember 2019, AIS eLibrary 
Redesigning Service Operations for the Digital World: Towards Automated and Data-driven Field Service Planning.
Vössing, M.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Association for Information Systems 
Designing Useful Transparency to Improve Process Performance - Evidence from an Automated Production Line.
Vössing, M.; Potthoff, F.; Kühl, N.; Satzger, G.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Association for Information Systems 
Design Principles for Human-Computer Collaboration.
Vössing, M.; Lind, M.; Kühl, N.; Satzger, G.
2019. Proceedings of the Workshop on Designing User Assistance in Intelligent Systems, Stockholm, Sweden, 2019. Ed.: S. Morana, 13–15, KIT, Karlsruhe Full textFull text of the publication as PDF document
Challenges in the Deployment and Operation of Machine Learning in Practice.
Baier, L.; Jöhren, F.; Seebacher, S.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 163, AIS Electronic Library (AISeL) Full textFull text of the publication as PDF document
Blockchain - Just Another IT Implementation? A Comparison of Blockchain and Interorganizational Information Systems.
Seebacher, S.; Schüritz, R.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 124, Association for Information Systems 
Nudged to Unload: Applying Choice Architecture to Prevent Cognitive Overload of Participants in Open Idea Evaluation [in press].
Benz, C.; Stryja, C.
2019. Proceedings of the 27th European Conference on Information Systems - Information Systems for a Sharing Society, Stockholm und Uppsala (ECIS 2019), Sweden, 8. - 14. Juni 2019 
Not All Tasks Are Alike: Exploring the Effect of Task Representation on User Engagement in Crowd-Based Idea Evaluation.
Benz, C.; Zierau, N.; Satzger, G.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 59, AIS eLibrary, Stockholm 
Understanding the Anatomy of Analytics-Based Services – A Taxonomy to Conceptualize the Use of Data and Analytics in Services.
Hunke, F.; Engel, C.; Schüritz, R.; Ebel, P.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 25, AIS eLibrary, Stockholm 
A closer look on the difficulties to determine the quality of software requirements.
Kummler, P.; Fromm, H.
2019. 2019 Workshops of the Software Engineering Conference, SEW 2019; Stuttgart; Germany; 18 February 2019 through 22 February 2019. Ed.: M. Konersmann, 53–60, RWTH, Aachen 
Capturing Value from Data: Exploring Factors Influencing Revenue Model Design for Data-Driven Services.
Enders, T.; Schüritz, R.; Frey, W.
2019. Proceedings of 14th International Conference on Wirtschaftsinformatik (Wi 2019): Human Practice.Digital Ecologies.Our Future 
Service Systems, Smart Service Systems and Cyber-Physical Systems—What’s the difference? Towards a Unified Terminology.
Martin, D.; Hirt, R.; Kühl, N.
2019. 14. Internationale Tagung Wirtschaftsinformatik 2019 (WI 2019), Siegen, Germany, February 24-27 
Automatically Extracting and Analyzing Customer Needs from Twitter: A “Needmining” Prototype.
Kühl, N.; Martin, D.; Satzger, G.
2019. 14. Internationale Tagung Wirtschaftsinformatik 2019 (Wi 2019), Siegen, 23.-27. Februar 2019 
On the Impact of the Customer Base on the Added Value through System-Oriented Service Delivery in Industrial Maintenance [in press].
Wolff, C.; Reuter-Oppermann, M.; Kühl, N.
2019. Hawaii International Conference on System Sciences (HICSS-52), Grand Wailea, Maui, Hawaii, January 8-11, 2019 
Holistic System-Analytics as an Alternative to Isolated Sensor Technology: A Condition Monitoring Use Case.
Martin, D.; Kühl, N.
2019. Proceedings of the 52nd Annual Hawaii International Conference on System Sciences (HICSS-52), Grand Wailea, Maui, Hawaii, January 8-11, 2019, 1005–1012 Full textFull text of the publication as PDF document
How to Cope with Change? Preserving Validity of Predictive Services over Time.
Baier, L.; Kühl, N.; Satzger, G.
2019. Hawaii International Conference on System Sciences (HICSS-52), Grand Wailea, Maui, Hawaii, Januar 8-11, 2019, 1085–1094, University of Hawai’i at Manoa / AIS Full textFull text of the publication as PDF document
Machine Learning in Artificial Intelligence: Towards a Common Understanding [in press].
Kühl, N.; Goutier, M.; Hirt, R.; Satzger, G.
2019. Hawaii International Conference on System Sciences (HICSS-52), Grand Wailea, Maui, Hawaii, Januar 8-11, 2019 
Book Chapters
Geschäftsmodelle 4.0: Big Data und Data-Analytics als Treiber für Dienstleistungsinnovation im deutschen Mittelstand.
Hunke, F.; Seebacher, S.; Schymanietz, M.; Jonas, J.; Genennig, S.; Kühne, B.; Schüritz, R.; Satzger, G.; Möslein, K.; Böhmann, T.
2019. Digitale Dienstleistungsinnovationen. Eds.: V. Stich, J. Schumann, D. Beverungen, G. Gudergan, P. Jussen, 167–183, Springer, Heidelberg. doi:10.1007/978-3-662-59517-6_9
Using Employees’ Collective Intelligence for Service Innovation: Theory and Instruments.
Feldmann, N.; Fromm, H.; Satzger, G.; Schüritz, R.
2019. Handbook of Service Science, Volume II. Ed.: P. Maglio, 249–284, Springer International Publishing, Cham. doi:10.1007/978-3-319-98512-1_12
2018
Journal Articles
Data-driven Service Business Models.
Schymanietz, M.; Genennig, S. M.; Hunke, F.; Jonas, J. M.; Kühne, B.; Schüritz, R.; Seebacher, S.; Böhmann, T.; Möslein, K. M.; Satzger, G.
2018. Open Service Lab Notes, (4) Full textFull text of the publication as PDF document
Conference Papers
To rate or to fund? - The effect of idea evaluation platform design on decision quality and user engagement.
Benz, C.; Zierau, N.; Satzger, G.
2018. 39th International Conference on Information Systems, ICIS 2018: Proceedings, Association for Information Systems 
How good are my requirements?: A new perspective on the quality measurement of textual requirements.
Kummler, P. S.; Vernisse, L.; Fromm, H.
2018. 11th International Conference on the Quality of Information and Communications Technology, QUATIC 2018; University of CoimbraCoimbra; Portugal; 4 September 2018 through 7 September 2018, 156–159, IEEE, Piscataway (NJ). doi:10.1109/QUATIC.2018.00031
Towards Enabling Cyber-Physical Systems in Brownfield Environments: Leveraging Environmental Information to Derive Virtual Representations of Unconnected Assets.
Bader, S. R.; Wolff, C.; Vössing, M.; Schmidt, J.-P.
2018. 9th International Conference on Exploring Service Science, IESS 2018; Karlsruhe; Germany; 19 September 2018 through 21 September 2018, 165–176, Springer, Cham. doi:10.1007/978-3-030-00713-3_13
Towards Managing Smart Service Innovation: A Literature Review.
Götz, C.; Hohler, S.; Benz, C.
2018. 9th International Conference on Exploring Service Science, IESS 2018; Karlsruhe; Germany; 19 September 2018 through 21 September 2018. Ed.: G. Satzger, 101–111, Springer, Cham. doi:10.1007/978-3-030-00713-3_8
Cognition in the Era of Smart Service Systems: Inter-organizational Analytics through Meta and Transfer Learning.
Hirt, R.; Kühl, N.
2018. 39th International Conference on Information Systems, ICIS 2018; San Francisco Marriott MarquisSan Francisco; United States; 13 December 2018 through 16 December 2018, AIS, New York (NY) 
Comfort-as-a-Service: Designing a User-Oriented Thermal Comfort Artifact for Office Buildings.
Laing, S.; Kühl, N.
2018. Thirty Ninth International Conference on Information Systems (ICIS), San Francisco, CA, 13th-16th December 2018, Association for Information Systems 
Digitalization of Field Service Planning: The Role of Organizational Knowledge and Decision Support Systems.
Vössing, M.; Wolff, C.; Reinerth, V.
2018. Exploring Service Science : 9th International Conference, IESS 2018, Karlsruhe, Germany, September 19–21, 2018, Proceedings. Ed.: G. Satzger, 138–150, Springer International Publishing, Cham. doi:10.1007/978-3-030-00713-3_11
Employee-Centric Service Innovation: A Viable Proxy for Customer-Intimacy for Product-Focused Enterprises.
Vössing, M.; Siegel, J.; Feldmann, N.; Wuest, T.; Benz, C.
2018. Exploring Service Science : 9th International Conference, IESS 2018, Karlsruhe, Germany, September 19–21, 2018, Proceedings. Ed.: G. Satzger, 88–100, Springer, Cham. doi:10.1007/978-3-030-00713-3_7
Towards Cognitive Sealing: Artificial Intelligence based Seal Condition Monitoring.
Martin, D.; Schüle, C.; Kunze von Bischhoffshausen, J.
2018. 20th ISC: International Sealing Conference, Stuttgart, October 10-11, 2018 
A Framework for the Simulation-Based Estimation of Downtime Costs.
Wolff, C.; Vössing, M.
2018. Exploring Service Science. 9th International Conference (IESS 2018), Karlsruhe, 19. - 21. September 2018. Hrsg.: G. Satzger, 247–260, Springer, Cham, CH. doi:10.1007/978-3-030-00713-3 _ 19
Using Monte-Carlo Simulation to Measure the Business-Relevant Impact of Planning Uncertainty on Field Service Delivery.
Wolff, C.; Vössing, M.; Kühl, N.
2018. Proceedings of the 2018 Winter Simulation Conference, December 9-12 Gothenburg, Sweden 
Exploring the Value of Data – a Research Agenda.
Enders, T.
2018. Exploring Service Science : 9th International Conference, IESS 2018 Karlsruhe, Germany, September 19–21, 2018 Proceedings. Ed.: G. Satzger, 274–286, Springer Nature Switzerland, Cham. doi:10.1007/978-3-030-00713-3_21
Utilizing Data and Analytics to Advance Service – Towards Enabling Organizations to Successfully Ride the Next Wave of Servitization.
Hunke, F.; Engel, C.
2018. Exploring Service Science : 9th International Conference, IESS 2018, Karlsruhe, Germany, September 19–21, 2018, Proceedings. Ed.: G. Satzger, 219–231, Springer, Cham. doi:10.1007/978-3-030-00713-3_17
System-Oriented Service Delivery: The Application of Service System Engineering to Service Delivery.
Wolff, C.; Kühl, N.; Satzger, G.
2018. 26th European Conference on Information Systems: Beyond Digitization - Facets of Socio-Technical Change, ECIS 2018, Portsmouth, UK, June 23-28, 2018. Ed.: U. Frank, Code 143975 
How to motivate consumers to test electric vehicles : An approach to design consumer interfaces to foster innovation adoption.
Benz, C.; Stryja, C.
2018. Tagungsband : Multikonferenz Wirtschaftsinformatik 2018 : Data driven X - Turning Data into Value, Band III, Lüneburg, Deutschland, 6. - 9. März 2018. Hrsg.: P. Drews, 1039–1050, Leuphana Univerisität : Lüneburg 
A Model-driven Approach for the Description of Blockchain Business Networks.
Seebacher, S.; Maleshkova, M.
2018. Hawaii International Conference on System Sciences (HICSS-51), Waikoloa Village, Hawaii, United States, 3rd - 6th January 2018 
Automatically Quantifying Customer Need Tweets : Towards a Supervised Machine Learning Approach.
Kühl, N.; Mühlthaler, M.; Goutier, M.
2018. Hawaii International Conference on System Sciences (HICSS-51), Waikoloa Village, Hawaii, United States, 3rd - 6th January 2018 
Towards a Technician Marketplace using Capacity-Based Pricing.
Wolff, C.; Vössing, M.; Schmitz, B.; Fromm, H.
2018. Hawaii International Conference on System Sciences (HICSS-51), Waikoloa Village, Hawaii, United States, 3rd - 6th January 2018 
Towards Service-oriented Cognitive Analytics for Smart Service Systems.
Hirt, R.; Kühl, N.; Schmitz, B.; Satzger, G.
2018. Hawaii International Conference on System Sciences (HICSS-51), Waikoloa Village, Hawaii, United States, 3rd - 6th January 2018 
Conference Proceedings
Books
GESCHÄFTSMODELLE 4.0: Baukasten zur Entwicklung datenbasierter Geschäftsmodelle.
Schüritz, R.; Hunke, F.; Seebacher, S.; Jonas, J.; Genennig, S.; Schymanietz, M.; Kühne, B.; Ditterich, D.; Köpschall, M.; Eckerle, C.
2018. (G. Satzger, K. Möslein & T. Böhmann, Eds.), KSRI, Karlsruhe Full textFull text of the publication as PDF document
Book Chapters
Open Innovation in Ecosystems – A Service Science Perspective on Open Innovation.
Benz, C.; Seebacher, S.
2018. Exploring Service Science – 9th International Conference, IESS 2018, Karlsruhe, Germany, September 19–21, 2018, Proceedings. Ed.: G. Satzger, 112–124, Springer International Publishing, Cham. doi:10.1007/978-3-030-00713-3_9
2017
Journal Articles
Smart Services.
Genennig, S.; Hunke, F.; Jonas, J.; Möslein, K.; Oks, S.; Satzger, G.; Schüritz, R.; Schymanietz, M.; Seebacher, S.
2017. Open Service Lab Notes, (3) 
Retained Organizations in IT Outsourcing: Linking Organization Design to Outsourcing Management Problems.
Goldberg, M.; Kieninger, A.; Satzger, G.; Fromm, H.
2017. Business & information systems engineering, 59 (2), 111–124. doi:10.1007/s12599-016-0449-x
Conference Papers
Towards the Exploration of Blockchain-driven Business Networks.
Seebacher, S.
2017. 3rd Karlsruhe Service Summit Research Workshop, Karlsruhe, Germany, 21st - 22nd September 2017 
Datatization as the Next Frontier of Servitization : Understanding the Challenges for Transforming Organizations.
Schüritz, R.; Seebacher, S.; Satzger, G.; Schwarz, L.
2017. 38th International Conference on Information Systems, Seoul, South Korea, 10th - 13th December 2017 
Turning Data into Value : Towards an Ideation Tool for Key Activities of Data-Driven Business Models.
Hunke, F.; Wambsganß, T.
2017. 3rd Karlsruhe Service Summit Research Workshop, Karlsruhe, Germany, 21st - 22nd September 2017 
Towards Identifying Strategic Innovation Capabilities for Smart Services : A Research Agenda.
Benz, C.; Kienzle, L.; Feldmann, N.
2017. 3rd Karlsruhe Service Summit Research Workshop, Karlsruhe, Germany, 21st - 22nd September 2017 
GreedyBoost : An Accurate, Efficient and Flexible Ensemble Method for B2B Recommendations.
Zhang, W.; Enders, T.; Li, D.
2017. Proceedings of the 50th Annual Hawaii International Conference on System Sciences (HICSS), Waikoloa Village, Hawaii, USA, 4th - 7th January 2017, AIS Electronic Library (AISeL). doi:10.24251/HICSS.2017.189Full textFull text of the publication as PDF document
Supporting the Dispatching Process for Maintenance Technicians in Industry 4.0.
Bader, S.; Vössing, M.; Wolff, C.; Walk, J.; Maleshkova, M.
2017. Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), WM 2017, Karlsruhe, Germany, April 5-7, 2017. Hrsg.: Y. Sure-Vetter, 131–136, RWTH, Aachen 
White spots in business and IT : An explorative study for e-mobility services.
Martin, D.; Kühl, N.; Stryja, C.; Haude, J.
2017. 30th International Electric Vehicle Symposium & Exhibition, Stuttgart, Germany, 9th - 11th October 2017 
A Decision Support System Design to Overcome Resistance towards Sustainable Innovations.
Stryja, C.; Satzger, G.; Dorner, V.
2017. Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5th - 10th June 2017, 2885–2895, AIS Electronic Library (AISeL) 
An End-to-End Process Model for Supervised Machine Learning Classification : From Problem to Deployment in Information Systems.
Hirt, R.; Kühl, N.; Satzger, G.
2017. Designing the Digital Transformation, DESRIST 2017 Research in Progress Proceedings of the 12th International Conference on Design Science Research in Information Systems and Technology, Karlsruhe, Germany, 30th May - 1st June 2017. Ed.: A. Mädche, 55–63, KIT, Karlsruhe 
Empirical insights on customer needs in e-mobility product service systems.
Kühl, N.; Goutier, M.; Ensslen, A.; Jochem, P.
2017. GOR-IE Workshop "Approaches on Operations Research and Industrial Ecology for a Sustainable Resource and Energy Management", 9.-10. März 2017, Freiberg 
Capturing Value from Data: Revenue Models for Data-Driven Services.
Schüritz, R.; Seebacher, S.; Dorner, R.
2017. Proceedings of the 50th Annual Hawaii International Conference on System Sciences (HICSS), Waikoloa Village, Hawaii, USA, 4th - 7th January 2017 
How to Cultivate Analytics Capabilities Within an Organization? Design and Types of Analytics Competency Centers.
Schüritz, R.; Brand, E.; Satzger, G.; Kunze von Bischhoffshausen, J.
2017. Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5th - 10th June 2017, 389–404, AIS Electronic Library (AISeL), Atlanta 
Business Model Clustering: A network-based approach in the field of e-mobility services.
Engel, C.; Haude, J.; Kühl, N.
2017. Proceedings of the Second KSS Research Workshop : Karlsruhe, Germany, February 2016. Ed.: P. Hottum, 11–25, KIT, Karlsruhe 
Towards a process model for data-driven business model innovation.
Hunke, F.; Seebacher, S.; Schuritz, R.; Illi, A.
2017. 19th IEEE Conference on Business Informatics, CBI 2017; Thessaloniki; Greece; 24 July 2017 through 27 July 2017. Ed.: B. Theodoulidis, 150–157, IEEE, Piscataway (NJ). doi:10.1109/CBI.2017.43
Determining cost-optimal availability for production equipment using service level engineering.
Wolff, C.; Schmitz, B.
2017. 19th IEEE Conference on Business Informatics, CBI 2017; Thessaloniki; Greece; 24 July 2017 through 27 July 2017. Ed.: B. Theodoulidis, 176–185, IEEE, Piscataway (NJ). doi:10.1109/CBI.2017.47
Towards managing complexity and uncertainty in field service technician planning.
Vössing, M.
2017. Proceedings of the 19th IEEE Conference on Business Informatics, CBI 2017, Thessaloniki, Greece, 24th July - 27th July 2017, 312–319, IEEE, Piscataway (NJ). doi:10.1109/CBI.2017.50
More Observations, More Variables or More Quality? - Data Acquisition Strategies to Enhance Uncertainty Analytics for Industrial Service Contracting.
Schmitz, B.; Satzger, G.; Gitzel, R.
2017. 8th International Conference on Exploring Service Science, IESS 2017; Rome; Italy; 24 May 2017 through 26 May 2017. Ed. : M. Dragoicea, 159–172, Springer International Publishing, Cham. doi:10.1007/978-3-319-56925-3_13
Towards a Unified Approach to Identify Business Model Patterns : A Case of E-Mobility Services.
Hunke, F.; Schüritz, R.; Kühl, N.
2017. 8th International Conference on Exploring Service Science, IESS 2017, Rome, Italy, 24th - 26th May 2017. Ed. : M. Dragoicea, 182–196, Springer International Publishing, Cham. doi:10.1007/978-3-319-56925-3_15
Towards Requirements Analytics : A Research Agenda to Model and Evaluate the Quality of Unstructured Requirements Specifications.
Kummler, P.
2017. 8th International Conference on Exploring Service Science, IESS 2017; Rome; Italy; 24 May 2017 through 26 May 2017. Ed. : M. Dragoicea, 197–209, Springer International Publishing, Cham. doi:10.1007/978-3-319-56925-3_16
Blockchain Technology as an Enabler of Service Systems: A Structured Literature Review.
Seebacher, S.; Schüritz, R.
2017. 8th International Conference on Exploring Service Science, IESS 2017; Rome; Italy; 24 May 2017 through 26 May 2017. Ed. : M. Dragoicea, 12–23, Springer International Publishing, Cham. doi:10.1007/978-3-319-56925-3_2
Book Chapters
Empirische Studie I : Identifizierung von Elektromobilitätsdienstleistungstypen aus dem Atlas mit Data Mining.
Kühl, N.; Hunke, F.
2017. Mit Informationstechnologien zu innovativen Dienstleistungen und Geschäftsmodellen in der Elektromobilität : Empirische Studien zu Geschäftsmodellen und IT für Elektromobilitätsdienstleistungen. Hrsg.: C. Stryja, 43–51, Fraunhofer Verlag, Stuttgart 
PhD Theses
2016
Conference Papers
"Needs from Tweets" : Towards Deriving Customer Needs From Micro Blog Data.
Kühl, N.; Scheurenbrand, J.; Satzger, G.
2016. Multikonferenz Wirtschaftsinformatik (MKWI) 2016, Band III, Technische Universität Ilmenau, Deutschland, 09. - 11. März 2016. Hrsg.: V. Nissen, 1229–1232, Universitätsverlag, Ilmenau 
Programming for Refugees : An Active Learning Approach for Teaching Java to Heterogeneous Groups.
Kühl, N.; Lehner, J.
2016. Informatik 2016, 46. Jahrestagung der Gesellschaft für Informatik, Klagenfurt, Österreich, 26. - 30. September 2016, 1175–1178, Gesellschaft für Informatik e.V., Bonn 
Retained Organizations in IT Outsourcing: Adapting IT Service Management for Successful Multi-sourcing Service Integration.
Goldberg, M.; Satzger, G.; Fromm, H.
2016. Proceedings of the 24th European Conference of Information Systems, ECIS 2016, June 12-15, 2016, Istanbul, Turkey 
Needmining : Evaluating a Whitelist-Based Assignment Method to Quantify Customer Needs from Micro Blog Data.
Kühl, N.; Goutier, M.
2016. Operations Research Proceedings 2016, Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Hamburg, Germany, 30th August - 2nd September 2016. Ed.: A. Fink, 165–170, Springer, Cham. doi:10.1007/978-3-319-55702-1
“Need tweets”: New insights about customer needs from micro blog data in the field of e-mobility.
Kühl, N.; Goutier, M.
2016. 46. Jahrestagung der Gesellschaft fur Informatik - 46th Annual Meeting of the German Informatics Society, INFORMATIK 2016; Klagenfurt; Austria; 26 September 2016 through 30 September 2016. Ed.: H. C. Mayr, 1363–1376, Gesellschaft fur Informatik (GI), Bonn 
Patterns of Data-Infused Business Model Innovation.
Schüritz, R.; Satzger, G.
2016. 2016 IEEE 18th Conference on Business Informatics (CBI), Paris, France, 29 August–1 September 2016, 133–142, IEEE, Piscataway (NJ). doi:10.1109/CBI.2016.23
Towards Extracting Customer Needs from Incident Tickets in IT Services.
Eckstein, L.; Kühl, N.; Satzger, G.
2016. 2016 IEEE 18th Conference on Business Informatics (CBI), Paris, France, 29 August–1 September 2016, 200–207, IEEE, Piscataway (NJ). doi:10.1109/CBI.2016.30
Adapting it service management for successful multi-sourcing service integration.
Goldberg, M.; Satzger, G.; Fromm, H.
2016. 24th European Conference on Information Systems, ECIS 2016; Bogazici UniversityIstanbul; Turkey; 12 June 2016 through 15 June 2016., Association for Information Systems, Atlanta (GA) 
Needmining: Identifying micro blog data containing customer needs.
Kühl, N.; Scheurenbrand, J.; Satzger, G.
2016. 24th European Conference on Information Systems, ECIS 2016; Bogazici UniversityIstanbul; Turkey; 12 June 2016 through 15 June 2016, Association for Information Systems 
Methods to Identify User Needs and Decision Mechanisms for the Adoption of Electric Vehicles.
Ensslen, A.; Kühl, N.; Stryja, C.; Jochem, P.
2016. Proceedings of EVS29 Symposium, Montréal, Québec, Canada, June 19-22, 2016 Full textFull text of the publication as PDF document
Service science textbooks: Opportunities of an interdisciplinary approach.
Kunze von Bischhoffshausen, J.; Hottum, P.; Schüritz, R.
2016. Exploring Services Science, 7th International Conference IESS 2016, Bucharest, RO, May 25-27, 2016. Ed.: T. Borangiu, 742–749, Springer, Berlin. doi:10.1007/978-3-319-32689-4_57
Needmining: Towards analytical support for service design.
Kühl, N.
2016. Exploring Services Science, 7th International Conference, IESS 2016, Bucharest, RO, May 25-27, 2016. Ed.: T. Borangiu, 187–200, Springer, Berlin. doi:10.1007/978-3-319-32689-4_14
Introduction to the service analytics minitrack (Editorial).
Fromm, H.; Satzger, G.; Setzer, T.
2016. Proceedings of the 49th Annual Hawaii International Conference on System Sciences (HICSS-49), Kauai, Hawaii, January 5-8, 2016. Ed.: T.X. Bui, 1556, IEEE Computer Society, Los Alamitos (CA). doi:10.1109/HICSS.2016.196
2015
Journal Articles
Conference Papers
A Capability Framework for IT Service Integration and Management in Multi-Sourcing.
Goldberg, M.; Satzger, G.; Kieninger, A.
2015. 23rd European Conference on Information Systems (ECIS), Münster, Germany, 26-29 May 2015, 1–16, AIS Electronic Library 
Entwicklung eines Frameworks zur Beschreibung von Geschäftsmodellen für Elektromobilitätsdienstleistungen.
Stryja, C.; Schüritz, R.; Kühl, N.; Hottum, P.; Satzger, G.
2015. Energiesysteme im Wandel: Evolution oder Revolution? 9. Internationale Energiewirtschaftstagung, IEWT, Wien, Österreich, 11 - 13. Februar 2015, 1–17 
An Information System for Sales Team Assignments Utilizing Predictive and Prescriptive Analytics.
Kunze von Bischhoffshausen, J.; Paatsch, M.; Reuter, M.; Satzger, G.; Fromm, H.
2015. 17th IEEE Conference on Business Informatics (CBI), 13th - 16th July, 2015, Lisbon, Portugal. Vol. 1, 68–76, IEEE, Piscataway (NJ). doi:10.1109/CBI.2015.38
Holistically Defining E-Mobility: A Modern Approach to Systematic Literature Reviews.
Scheurenbrand, J.; Engel, C.; Peters, F.; Kühl, N.
2015. Proceedings of the First Karlsruhe Service Summit Workshop - Advances in Service Research, Karlsruhe, Germany, February 2015. Ed.: R. Görlitz, 17–27, KIT Scientific Publishing, Karlsruhe 
Books
Fundamentals of Service Systems.
Cardoso, J.; Fromm, H.; Nickel, S.; Satzger, G.; Studer, R.; Weinhardt, C. (Eds.).
2015. Springer, Berlin. doi:10.1007/978-3-319-23195-2
Book Chapters
Dienstleistungen für Elektromobilität : Netzwerke und Allianzen.
Hottum, P.; Kühl, N.; Stryja, C.
2015. Dienstleistungen für Elektromobilität : Ergebnisse einer Expertenstudie. Hrsg.: S. Lamberth-Cocca, 47–61, Fraunhofer Verlag, Stuttgart 
Produktivität und Kundeneinbindung: Analyse der Auswirkungen des Kundenbeitrags für die Dienstleistungsentwicklung.
Kohler, M.; Hottum, P.; Fromm, H.; Satzger, G.
2015. Phasenübergreifendes Service Life Cycle Management zur Steigerung der Dienstleistungsproduktivität. Messung, Bewertung und Steigerung - konzeptionelle und praxisbezogene Ansätze. Hrsg.: W. Ganz, 66–90, Fraunhofer, Stuttgart 
Netzwerke und Allianzen.
Hottum, P.; Kühl, N.; Stryja, C.
2015. Dienstleistungen für Elektromobilität - Ergebnisse einer Expertenstudie, 47–60, Fraunhofer Verlag, Stuttgart 
Entwurf eines Bewertungsframeworks für IT-gestützte Elektromobilitätsdienstleistungen.
Kühl, N.; Stryja, C.
2015. Dienstleistungsinnovationen für Elektromobilität. Märkte, Geschäftsmodelle, Kooperationen. Hrsg.: D. Beverungen, 25–40, Fraunhofer-Verl., Stuttgart 
2014
Journal Articles
Analytical support for predicting cost in complex service delivery environments.
Vogt, A.; Mattfeldt, E. R.; Satzger, G.; Lueders, L.; Piper, M.; Gehb, O.; Jones, W. L.
2014. IBM journal of research and development, 58 (4), 7/1–10. doi:10.1147/JRD.2014.2327301
Conference Papers
Towards the Consideration of Performance Risks for the Design of Service Offers.
Schmitz, B.; Kieninger, A.; Satzger, G.; Fromm, H.
2014. Exploring Services Science - 5th International Conference (IESS’14), Geneva, Schweiz, February 5-7, 2014. Ed.: M. Snene, 108–123, Springer, Berlin. doi:10.1007/978-3-319-04810-9_9
Transition and Delivery Challenges of Retained Organizations in IT Outsourcing.
Goldberg, M.; Kieninger, A.; Satzger, G.; Fromm, H.
2014. Exploring Services Science - 5th International Conference (IESS’14), Geneva, Schweiz, February 5-7, 2014. Ed.: M. Snene, 56–71, Springer, Berlin. doi:10.1007/978-3-319-04810-9_5
Forecasting Service Profitability.
Blomberg, J.; Boyette, N.; Chandra, A.; Oh, S.; Zhou, R.; Strong, R.; Jones, W.; Gehb, O.; Vogt, A.; Satzger, G.
2014. IEEE International Conference on Services Computing (SCC’14), Anchorage, Alaska/USA, June 27 - July 2, 2014, 370–377, IEEE, Piscataway (NJ). doi:10.1109/SCC.2014.56
2013
Conference Papers
Leveraging Service Incident Analytics to Determine Cost-Optimal Service Offers.
Kieninger, A.; Straeten, D.; Kimbrough, S.; Schmitz, B.; Satzger, G.
2013. Proceedings of the 11th International Conference on Wirtschaftsinformatik (WI2013), Volume 2, Leipzig, Germany, 27th February - 1st March 2013. Ed.: R. Alt, 1015–1029, Universität Leipzig, Leipzig 
Simulation-based Quantification of Business Impacts Caused by Service Incidents.
Kieninger, A.; Berghoff, F.; Fromm, H.; Satzger, G.
2013. Exploring Services Science : 4th International Conference, IESS 2013, Porto, Portugal, February 7-8, 2013. Proceedings. Ed.: J. F. e Cunha ..., 170–185, Springer, Heidelberg. doi:10.1007/978-3-642-36356-6_13
Incorporating Business Impact into Service Offers - A Procedure to Select Cost-Optimal Service Contracts.
Kieninger, A.; Schmitz, B.; Straeten, D.; Satzger, G.
2013. 18th Americas Conference on Information Systems, AMCIS 2012, Seattle, Washington, USA, 9 - 12 August 2012. Ed.: Association for Information Systems, Curran, Red Hook (NY) 
2012
Journal Articles
Business Cost Budgets - A Methodology to Incorporate Business Impact into Service Level Agreements.
Kieninger, A.; Satzger, G.; Straeten, D.; Schmitz, B.; Balthadzhiev, D.
2012. International journal of service science, management, engineering, and technology, 3 (3), 49–64. doi:10.4018/jssmet.2012070104
Dynamic and goal-based quality management for human-based electronic services.
Kern, R.; Thies, H.; Zirpins, C.; Satzger, G.
2012. International journal of cooperative information systems, 21 (1), 3–29. doi:10.1142/S0218843012400011Full textFull text of the publication as PDF document
Conference Papers
A Business Intelligence Approach for Assessing and Monitoring the Return on Interaction in a Customer Intimacy Context.
Habryn, F.; Kunze von Bischoffshausen, J.; Satzger, G.
2012. ECIS 2012: 20th European Conference on Information Systems, Barcelona, Spain, June 10-13, 2012 
Books
Methods in Service Innovation : Current Trends and Future Perspectives.
Schultz, C.
2012. (W. Ganz & G. Satzger, Eds.), Fraunhofer Verlag, Stuttgart 
Book Chapters
Service Analytics - Leveraging Data Across Enterprise Boundaries for Competitive Advantage.
Fromm, H.; Habryn, F.; Satzger, G.
2012. Globalization of Professional Services: Innovative Strategies, Successful Processes, Inspired Talent Management, and First-Hand Experiences. Ed.: U. Bäumer, 139–149, Springer, Berlin. doi:10.1007/978-3-642-29181-4_13
2011
Journal Articles
Conference Papers
Exploring the "crowd" as enabler of better information quality.
Wichmann, P.; Borek, A.; Kern, R.; Woodall, P.; Parlikad, A. K.; Satzger, G.
2011. Proceedings of the 16th International Conference on Information Quality, ICIQ-11, Adelaide, Australia, 17th - 19th November 2011. Ed.: A. Koronios, 302–313, Curran, Red Hook (NY) 
People Services: Efficient work processes leveraging the power of the crowd.
Satzger, G.; Kern, R.; Pasing, A.; Pfau, G.; Fritz, R.; Alexander S.; Roland, P.
2011. 20th Annual Frontiers in Service Conference, June 30 - July 3, 2011, Columbus/Ohio, USA 
CI Analytics - Assessment and Monitoring of Customer Intimacy in a B2B Context.
Satzger, G.; Habryn, F.; Kölmel, B.; Herzig, T.
2011. 20th Annual Frontiers in Service Conference, June 30 - July 3, 2011, Columbus, Ohio 
Towards Service Level Engineering for IT Services - Defining IT Services from a Line of Business Perspective.
Kieninger, A.; Balthadzhiev, D.; Schmitz, B.; Satzger, G.
2011. Proceedings of the 2011 Annual SRII Global Conference (SRII 2011), San Jose/California, USA, March 29 2011 - April 2 2011, 759–766, IEEE, Piscataway (NJ). doi:10.1109/SRII.2011.83
Efficient Quality Management of Human-Based Electronic Services Leveraging Group Decision Making.
Kern, R.; Thies, H.; Satzger, G.
2011. Proceedings of the 19th European Conference on Information Systems (ECIS 2011), June 9-11, 2011, Helsinki, Finland. Ed.: Virpi Kristiina Tuunainen ..., 1421–1432, AIS Association for Information Systems, Atlanta 
The Economics of Service Level Engineering.
Kieninger, A.; Westernhagen, J.; Satzger, G.
2011. 44th Hawaii International Conference on System Sciences : (HICSS) ; 4 - 7 Jan. 2011, Koloa, Kauai, Hawaii. Ed.: Ralph H. Sprague, 1–10, IEEE, Piscataway (NJ). doi:10.1109/HICSS.2011.407
Risk-Reward Sharing in IT Service Contracts - A Service System View.
Satzger, G.; Kieninger, A.
2011. 44th Hawaii International Conference on System Sciences : (HICSS) ; 4 - 7 Jan. 2011, Koloa, Kauai, Hawaii, IEEE, Piscataway (NJ). doi:10.1109/HICSS.2011.365
2010
Conference Papers
Service Science : der Schlüssel zur Wettbewerbsfähigkeit in der „Industriellen Revolution 2.0“?.
Satzger, G.
2010. Mit Dienstleistungen die Zukunft gestalten : Beiträge der 8. Dienstleistungstagung des BMBF. Hrsg.: I. Gatermann, 349–352, Campus, Frankfurt 
Towards a Model for Measuring Customer Intimacy in B2B Services.
Habryn, F.; Blau, B. S.; Satzger, G.; Kölmel, B.
2010. Exploring Services Science - First International Conference (IESS 2010), Geneva, Switzerland, February 17-19, 2010. Revised Papers. Ed.: J.-H. Morin, 1–14, Springer, Berlin. doi:10.1007/978-3-642-14319-9_1
Validating results of human-based electronic services leveraging multiple reviewers.
Kern, R.; Bauer, C.; Thies, H.; Satzger, G.
2010. Proceedings of the 16th Americas Conference on Information Systems (AMCIS 2010), Lima, Peru, August 12-15, 2010, 525/1–10, AIS Electronic Library, Lima Full textFull text of the publication as PDF document
Quality Assurance for Human-Based Electronic Services: A Decision Matrix for Choosing the Right Approach.
Kern, R.; Thies, H.; Bauer, C.; Satzger, G.
2010. Current trends in web engineering : 10th International Conference on Web Engineering, ICWE 2010 Workshops, Vienna, Austria, July 2010. Ed.: F. Daniel, 421–424, Springer, Berlin Full textFull text of the publication as PDF document
Statistical Quality Control for Human-Based Electronic Services.
Kern, R.; Thies, H.; Satzger, G.
2010. Service-oriented computing : Proceedings of the 8th International Conference (ICSOC 2010) San Francisco, CA, USA, Dec. 7-10, 2010. Ed.: P. Maglio, 243–257, Springer, Berlin Full textFull text of the publication as PDF document
Book Chapters
Principles of Collaborative Innovation : Implementation of Open and Peer-to-Peer Innovation Approaches.
Satzger, G.; Neus, A.
2010. Innovation and International Corporate Growth. Ed.: A. Gerybadze, 219–238, Springer, Heidelberg. doi:10.1007/978-3-642-10823-5_14
2009
Conference Papers
Service Science : Das unbekannte Wesen.
Satzger, G.; Ganz, W.; Kieninger, A.
2009. Arbeits- und Dienstleistungsforschung als Innovationstreiber : Bilanzen, Herausforderungen, Zukünfte, Fachtagung, 22. Mai 2009. Hrsg.: D. Spath, 126–130, Fraunhofer Verlag, Stuttgart 
Rewarding Contribution to Service Network Formation.
Conte, T.; Blau, B.; Satzger, G.; van Dinther, C.; Weinhardt, C.
2009. Proceedings of the 1st INFORMS International Conference on Service Science (ICSS09), Hong Kong, China, 6-8 August, 2009, Paper 225/1–8, INFORMS, Hanover (MD) 
Enabling Service Networks Through Contribution-Based Value Distribution.
Conte, T.; Blau, B.; Satzger, G.; van Dinther, C.
2009. Proceedings of the 15th Americas Conference on Information Systems, San Francisco, USA, Aug 6-9, 2009, Paper 764 
Reports/Preprints
Knowledge Intensive Services Procurement Strategy.
Satzger, G.; Schulteß, P.; Neus, A.
2009. Universität Karlsruhe, Karlsruhe 
2008
Conference Papers
Dienstleistungswissenschaft - Anforderungen der Praxis an Dienstleistungsforschung und -lehre.
Satzger, G.
2008. Technologie und Dienstleistung: Innovationen in Forschung, Wissenschaft und Unternehmen. Beiträge der 7. Dienstleistungstagung des BMBF. Hrsg.: I. Gatermann, 187–195, Campus-Verl., Frankfurt/M 
Book Chapters
Service Science: Hype or Cornerstone for Future Success - A Five-Step Roadmap to Clarity.
Satzger, G.; Ganz, W.; Kremer, A.
2008. New horizons for the role and production of services: RESER 2008 - programme and abstracts; September 25th - 26th 2008, Stuttgart, Germany. Ed.: W. Ganz, 4 S., Fraunhofer IRB Verl., Stuttgart