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Kundisch, “Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments,” presented at the 18th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Pretoria, South Africa.","short":"J. Seutter, C. Bartelheimer, D. Kundisch, in: Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology, n.d.","mla":"Seutter, Janina, et al. “Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments.” Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology.","bibtex":"@inproceedings{Seutter_Bartelheimer_Kundisch, title={Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments}, booktitle={Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology}, author={Seutter, Janina and Bartelheimer, Christian and Kundisch, Dennis} }","ama":"Seutter J, Bartelheimer C, Kundisch D. Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments. In: Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology.","apa":"Seutter, J., Bartelheimer, C., & Kundisch, D. (n.d.). Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments. Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology. 18th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Pretoria, South Africa.","chicago":"Seutter, Janina, Christian Bartelheimer, and Dennis Kundisch. “Supporting Innovation through B2B Reviews – A Taxonomy of B2B Online Review Environments.” In Proceedings of the 18th International Conference on Design Science Research in Information Systems and Technology, n.d."},"type":"conference","_id":"43027","date_updated":"2023-05-23T12:42:12Z","conference":{"location":"Pretoria, South Africa","name":"18th International Conference on Design Science Research in Information Systems and Technology (DESRIST)"}},{"doi":"10.1080/0960085x.2023.2242847","date_updated":"2023-08-11T06:51:35Z","_id":"46478","year":"2023","citation":{"short":"C. Bartelheimer, P. zur Heiden, C.I. Berendes, D. 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Published online 2023:1-34. doi:10.1080/0960085x.2023.2242847","chicago":"Bartelheimer, Christian, Philipp zur Heiden, Carsten Ingo Berendes, and Daniel Beverungen. “Designing Digital Actor Engagement Platforms for Local High Streets: An Action Design Research Study.” European Journal of Information Systems, 2023, 1–34. https://doi.org/10.1080/0960085x.2023.2242847.","bibtex":"@article{Bartelheimer_zur Heiden_Berendes_Beverungen_2023, title={Designing digital actor engagement platforms for local high streets: an action design research study}, DOI={10.1080/0960085x.2023.2242847}, journal={European Journal of Information Systems}, publisher={Informa UK Limited}, author={Bartelheimer, Christian and zur Heiden, Philipp and Berendes, Carsten Ingo and Beverungen, Daniel}, year={2023}, pages={1–34} }","mla":"Bartelheimer, Christian, et al. “Designing Digital Actor Engagement Platforms for Local High Streets: An Action Design Research Study.” European Journal of Information Systems, Informa UK Limited, 2023, pp. 1–34, doi:10.1080/0960085x.2023.2242847."},"type":"journal_article","page":"1-34","language":[{"iso":"eng"}],"title":"Designing digital actor engagement platforms for local high streets: an action design research study","user_id":"64394","publication_identifier":{"issn":["0960-085X","1476-9344"]},"publication_status":"published","status":"public","date_created":"2023-08-11T06:49:48Z","project":[{"_id":"35","grant_number":"02K15A073","name":"SmartMarketSquare: Interaktive Einkaufserlebnisse in Innenstädten durch digitale Dienstleistungen"}],"publisher":"Informa UK Limited","author":[{"last_name":"Bartelheimer","id":"49160","first_name":"Christian","full_name":"Bartelheimer, Christian"},{"last_name":"zur Heiden","id":"64394","first_name":"Philipp","full_name":"zur Heiden, Philipp"},{"first_name":"Carsten Ingo","full_name":"Berendes, Carsten Ingo","last_name":"Berendes","id":"53344"},{"first_name":"Daniel","full_name":"Beverungen, 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Milad","first_name":"Milad"},{"first_name":"Stefan","full_name":"Morana, Stefan","last_name":"Morana"},{"last_name":"Mueller","full_name":"Mueller, Benjamin","first_name":"Benjamin"},{"full_name":"Müller, Oliver","first_name":"Oliver","id":"72849","last_name":"Müller"},{"last_name":"Oberländer","first_name":"Anna Maria","full_name":"Oberländer, Anna Maria"},{"first_name":"Christoph","full_name":"Peters, Christoph","last_name":"Peters"},{"last_name":"Peukert","full_name":"Peukert, Christoph","first_name":"Christoph"},{"last_name":"Reuter-Oppermann","first_name":"Melanie","full_name":"Reuter-Oppermann, Melanie"},{"last_name":"Riehle","first_name":"Dennis M.","full_name":"Riehle, Dennis M."},{"full_name":"Robra-Bissantz, Susanne","first_name":"Susanne","last_name":"Robra-Bissantz"},{"last_name":"Röglinger","full_name":"Röglinger, Maximilian","first_name":"Maximilian"},{"last_name":"Rosenthal","full_name":"Rosenthal, Kristina","first_name":"Kristina"},{"full_name":"Schryen, Guido","first_name":"Guido","id":"72850","last_name":"Schryen"},{"first_name":"Reinhard","full_name":"Schütte, Reinhard","last_name":"Schütte"},{"last_name":"Strahringer","first_name":"Susanne","full_name":"Strahringer, Susanne"},{"last_name":"Urbach","full_name":"Urbach, Nils","first_name":"Nils"},{"full_name":"Wessel, Lauri","first_name":"Lauri","last_name":"Wessel"},{"full_name":"Zavolokina, Liudmila","first_name":"Liudmila","last_name":"Zavolokina"},{"last_name":"Zschech","first_name":"Patrick","full_name":"Zschech, Patrick"}],"file_date_updated":"2023-09-18T06:56:19Z","department":[{"_id":"195"}],"file":[{"file_size":3741688,"creator":"pzh","file_id":"47109","content_type":"application/pdf","date_updated":"2023-09-18T06:56:19Z","success":1,"relation":"main_file","date_created":"2023-09-18T06:56:19Z","file_name":"Delphi_Study_on_Digital_Responsibility.pdf","access_level":"closed"}],"ddc":["000"],"title":"Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research","user_id":"64394","citation":{"bibtex":"@book{Beverungen_zur Heiden_Lehrer_Trier_Bartelheimer_Bradt_Distel_Drews_Ehmke_Fill_et al._2023, title={Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research}, publisher={Department of Information Systems, Paderborn University}, author={Beverungen, Daniel and zur Heiden, Philipp and Lehrer, Christiane and Trier, Matthias and Bartelheimer, Christian and Bradt, Tobias and Distel, Bettina and Drews, Paul and Ehmke, Jan Fabian and Fill, Hans-Georg and et al.}, year={2023} }","mla":"Beverungen, Daniel, et al. Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research. Department of Information Systems, Paderborn University, 2023.","apa":"Beverungen, D., zur Heiden, P., Lehrer, C., Trier, M., Bartelheimer, C., Bradt, T., Distel, B., Drews, P., Ehmke, J. F., Fill, H.-G., Flath, C. M., Fridgen, G., Grisold, T., Janiesch, C., Janson, A., Krancher, O., Krönung, J., Kundisch, D., Márton, A., … Zschech, P. (2023). Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research. Department of Information Systems, Paderborn University.","ama":"Beverungen D, zur Heiden P, Lehrer C, et al. Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research. Department of Information Systems, Paderborn University; 2023.","chicago":"Beverungen, Daniel, Philipp zur Heiden, Christiane Lehrer, Matthias Trier, Christian Bartelheimer, Tobias Bradt, Bettina Distel, et al. Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research. Department of Information Systems, Paderborn University, 2023.","ieee":"D. Beverungen et al., Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research. Department of Information Systems, Paderborn University, 2023.","short":"D. Beverungen, P. zur Heiden, C. Lehrer, M. Trier, C. Bartelheimer, T. Bradt, B. Distel, P. Drews, J.F. Ehmke, H.-G. Fill, C.M. Flath, G. Fridgen, T. Grisold, C. Janiesch, A. Janson, O. Krancher, J. Krönung, D. Kundisch, A. Márton, M. Mirbabaie, S. Morana, B. Mueller, O. Müller, A.M. Oberländer, C. Peters, C. Peukert, M. Reuter-Oppermann, D.M. Riehle, S. Robra-Bissantz, M. Röglinger, K. Rosenthal, G. Schryen, R. Schütte, S. Strahringer, N. Urbach, L. Wessel, L. Zavolokina, P. Zschech, Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research, Department of Information Systems, Paderborn University, 2023."},"year":"2023","type":"report","page":"16","language":[{"iso":"eng"}],"date_updated":"2023-09-18T06:56:50Z","_id":"47107"},{"author":[{"last_name":"Brock","first_name":"Jonathan","full_name":"Brock, Jonathan"},{"last_name":"Löhr","id":"56760","first_name":"Bernd","full_name":"Löhr, Bernd"},{"first_name":"Katharina","full_name":"Brennig, Katharina","last_name":"Brennig","id":"51905"},{"full_name":"Seger, Thilo","first_name":"Thilo","last_name":"Seger"},{"first_name":"Christian","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer","id":"49160"},{"last_name":"von Enzberg","full_name":"von Enzberg, Sebastian","first_name":"Sebastian"},{"last_name":"Kühn","full_name":"Kühn, Arno","first_name":"Arno"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu"}],"publication":"European Conference on Information Systems","department":[{"_id":"196"}],"status":"public","date_created":"2024-01-11T11:32:42Z","abstract":[{"text":"Organizations employ process mining to discover, check, or enhance process models based on data from information systems to improve business processes. Even though process mining is increasingly relevant in academia and organizations, achieving process mining excellence and generating business value through its application is elusive. Maturity models can help to manage interdisciplinary teams in their efforts to plan, implement, and manage process mining in organizations. However, while numerous maturity models on business process management (BPM) are available, recent calls for process mining maturity models indicate a gap in the current knowledge base. We systematically design and develop a comprehensive process mining maturity model that consists of five factors comprising 23 elements, which organizations need to develop to apply process mining sustainably and successfully. We contribute to the knowledge base by the exaptation of existing BPM maturity models, and validate our model through its application to a real-world scenario.","lang":"eng"}],"title":"A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities","user_id":"51905","citation":{"ieee":"J. Brock et al., “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities,” 2023.","short":"J. Brock, B. Löhr, K. Brennig, T. Seger, C. Bartelheimer, S. von Enzberg, A. Kühn, R. Dumitrescu, in: European Conference on Information Systems, 2023.","bibtex":"@inproceedings{Brock_Löhr_Brennig_Seger_Bartelheimer_von Enzberg_Kühn_Dumitrescu_2023, title={A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities}, booktitle={European Conference on Information Systems}, author={Brock, Jonathan and Löhr, Bernd and Brennig, Katharina and Seger, Thilo and Bartelheimer, Christian and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023} }","mla":"Brock, Jonathan, et al. “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve Their Process Mining Activities.” European Conference on Information Systems, 2023.","chicago":"Brock, Jonathan, Bernd Löhr, Katharina Brennig, Thilo Seger, Christian Bartelheimer, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve Their Process Mining Activities.” In European Conference on Information Systems, 2023.","apa":"Brock, J., Löhr, B., Brennig, K., Seger, T., Bartelheimer, C., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2023). A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. European Conference on Information Systems.","ama":"Brock J, Löhr B, Brennig K, et al. A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. In: European Conference on Information Systems. ; 2023."},"year":"2023","type":"conference","language":[{"iso":"eng"}],"_id":"50459","date_updated":"2024-01-11T11:33:45Z"},{"doi":"10.1111/isj.12435","date_updated":"2024-02-28T09:52:47Z","language":[{"iso":"eng"}],"title":"Workarounds as generative mechanisms for bottom‐up process innovation—Insights from a multiple case study","project":[{"name":"Digivation: Digitale Prozessinnovationen durch datenbasierte Dienstleistungen ","grant_number":"O2K14A22O","_id":"36"}],"publication_status":"published","publication_identifier":{"issn":["1350-1917","1365-2575"]},"department":[{"_id":"195"}],"issue":"5","_id":"51770","intvolume":" 33","year":"2023","citation":{"ama":"Bartelheimer C, Wolf V, Beverungen D. Workarounds as generative mechanisms for bottom‐up process innovation—Insights from a multiple case study. Information Systems Journal. 2023;33(5):1085-1150. doi:10.1111/isj.12435","apa":"Bartelheimer, C., Wolf, V., & Beverungen, D. (2023). Workarounds as generative mechanisms for bottom‐up process innovation—Insights from a multiple case study. Information Systems Journal, 33(5), 1085–1150. https://doi.org/10.1111/isj.12435","chicago":"Bartelheimer, Christian, Verena Wolf, and Daniel Beverungen. “Workarounds as Generative Mechanisms for Bottom‐up Process Innovation—Insights from a Multiple Case Study.” Information Systems Journal 33, no. 5 (2023): 1085–1150. https://doi.org/10.1111/isj.12435.","mla":"Bartelheimer, Christian, et al. “Workarounds as Generative Mechanisms for Bottom‐up Process Innovation—Insights from a Multiple Case Study.” Information Systems Journal, vol. 33, no. 5, Wiley, 2023, pp. 1085–150, doi:10.1111/isj.12435.","bibtex":"@article{Bartelheimer_Wolf_Beverungen_2023, title={Workarounds as generative mechanisms for bottom‐up process innovation—Insights from a multiple case study}, volume={33}, DOI={10.1111/isj.12435}, number={5}, journal={Information Systems Journal}, publisher={Wiley}, author={Bartelheimer, Christian and Wolf, Verena and Beverungen, Daniel}, year={2023}, pages={1085–1150} }","short":"C. Bartelheimer, V. Wolf, D. Beverungen, Information Systems Journal 33 (2023) 1085–1150.","ieee":"C. Bartelheimer, V. Wolf, and D. Beverungen, “Workarounds as generative mechanisms for bottom‐up process innovation—Insights from a multiple case study,” Information Systems Journal, vol. 33, no. 5, pp. 1085–1150, 2023, doi: 10.1111/isj.12435."},"type":"journal_article","page":"1085-1150","user_id":"59677","ddc":["330"],"article_type":"original","abstract":[{"lang":"eng","text":"AbstractWorkarounds are goal‐driven deviations from the standard operating procedures performed to overcome obstacles constraining day‐to‐day work. Despite starting as temporary fixes, they can become established across an organisation and trigger the innovation of processes and IT artefacts that can resolve misfits permanently. Although prior research has elicited antecedents and types of workarounds, it is not known how workarounds diffuse in an organisation and, thereby, innovating co‐workers' activities, IT artefacts, and organisational structures. The results of our multiple two‐year case study provide unique empirical insights into the diffusion of workarounds and how they can act as generative mechanisms for bottom‐up process innovation."}],"has_accepted_license":"1","status":"public","date_created":"2024-02-22T15:19:57Z","volume":33,"file":[{"access_level":"closed","date_created":"2024-02-22T15:21:34Z","file_name":"Information Systems Journal - 2023 - Bartelheimer - Workarounds as generative mechanisms for bottom‐up process innovation.pdf","date_updated":"2024-02-22T15:21:34Z","content_type":"application/pdf","success":1,"relation":"main_file","file_size":4520950,"creator":"dabe","file_id":"51771"}],"publisher":"Wiley","quality_controlled":"1","author":[{"full_name":"Bartelheimer, Christian","first_name":"Christian","id":"49160","last_name":"Bartelheimer"},{"last_name":"Wolf","id":"23633","first_name":"Verena","full_name":"Wolf, Verena"},{"full_name":"Beverungen, Daniel","first_name":"Daniel","id":"59677","last_name":"Beverungen"}],"file_date_updated":"2024-02-22T15:21:34Z","keyword":["Computer Networks and Communications","Information Systems","Software"],"publication":"Information Systems Journal"},{"issue":"1","intvolume":" 32","_id":"35732","type":"journal_article","citation":{"chicago":"Bartelheimer, Christian, Philipp zur Heiden, Hedda Lüttenberg, and Daniel Beverungen. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” Electronic Markets 32, no. 1 (2022): 375–96. https://doi.org/10.1007/s12525-022-00530-6.","ama":"Bartelheimer C, zur Heiden P, Lüttenberg H, Beverungen D. Systematizing the lexicon of platforms in information systems: a data-driven study. Electronic Markets. 2022;32(1):375-396. doi:10.1007/s12525-022-00530-6","apa":"Bartelheimer, C., zur Heiden, P., Lüttenberg, H., & Beverungen, D. (2022). Systematizing the lexicon of platforms in information systems: a data-driven study. Electronic Markets, 32(1), 375–396. https://doi.org/10.1007/s12525-022-00530-6","bibtex":"@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing the lexicon of platforms in information systems: a data-driven study}, volume={32}, DOI={10.1007/s12525-022-00530-6}, number={1}, journal={Electronic Markets}, publisher={Springer Science and Business Media LLC}, author={Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg, Hedda and Beverungen, Daniel}, year={2022}, pages={375–396} }","mla":"Bartelheimer, Christian, et al. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” Electronic Markets, vol. 32, no. 1, Springer Science and Business Media LLC, 2022, pp. 375–96, doi:10.1007/s12525-022-00530-6.","short":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic Markets 32 (2022) 375–396.","ieee":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, and D. Beverungen, “Systematizing the lexicon of platforms in information systems: a data-driven study,” Electronic Markets, vol. 32, no. 1, pp. 375–396, 2022, doi: 10.1007/s12525-022-00530-6."},"year":"2022","page":"375-396","user_id":"21671","abstract":[{"text":"AbstractWhile the Information Systems (IS) discipline has researched digital platforms extensively, the body of knowledge appertaining to platforms still appears fragmented and lacking conceptual consistency. Based on automated text mining and unsupervised machine learning, we collect, analyze, and interpret the IS discipline’s comprehensive research on platforms—comprising 11,049 papers spanning 44 years of research activity. From a cluster analysis concerning platform concepts’ semantically most similar words, we identify six research streams on platforms, each with their own platform terms. Based on interpreting the identified concepts vis-à-vis the extant research and considering a temporal perspective on the concepts’ application, we present a lexicon of platform concepts, to guide further research on platforms in the IS discipline. Researchers and managers can build on our results to position their work appropriately, applying a specific theoretical perspective on platforms in isolation or combining multiple perspectives to study platform phenomena at a more abstract level.","lang":"eng"}],"status":"public","date_created":"2023-01-10T10:00:55Z","volume":32,"publisher":"Springer Science and Business Media LLC","author":[{"id":"49160","last_name":"Bartelheimer","full_name":"Bartelheimer, Christian","first_name":"Christian"},{"full_name":"zur Heiden, Philipp","first_name":"Philipp","id":"64394","last_name":"zur Heiden"},{"last_name":"Lüttenberg","first_name":"Hedda","full_name":"Lüttenberg, Hedda"},{"last_name":"Beverungen","id":"59677","first_name":"Daniel","full_name":"Beverungen, Daniel"}],"keyword":["Management of Technology and Innovation","Marketing","Computer Science Applications","Economics and Econometrics","Business and International Management"],"publication":"Electronic Markets","doi":"10.1007/s12525-022-00530-6","date_updated":"2023-01-10T10:02:07Z","language":[{"iso":"eng"}],"title":"Systematizing the lexicon of platforms in information systems: a data-driven study","publication_status":"published","publication_identifier":{"issn":["1019-6781","1422-8890"]},"department":[{"_id":"526"}]},{"language":[{"iso":"eng"}],"type":"conference","citation":{"short":"W. Sven, C. Bartelheimer, S. Zilker, D. Beverungen, M. Matzner, in: Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS), Taipei/Sydney (Virtual Conference), 2022.","ieee":"W. Sven, C. Bartelheimer, S. Zilker, D. Beverungen, and M. Matzner, “ A Method for Predicting Workarounds in Business Processes,” 2022.","chicago":"Sven, Weinzierl, Christian Bartelheimer, Sandra Zilker, Daniel Beverungen, and Martin Matzner. “ A Method for Predicting Workarounds in Business Processes.” In Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS). Taipei/Sydney (Virtual Conference), 2022.","ama":"Sven W, Bartelheimer C, Zilker S, Beverungen D, Matzner M. A Method for Predicting Workarounds in Business Processes. In: Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS). ; 2022.","apa":"Sven, W., Bartelheimer, C., Zilker, S., Beverungen, D., & Matzner, M. (2022). A Method for Predicting Workarounds in Business Processes. Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS).","mla":"Sven, Weinzierl, et al. “ A Method for Predicting Workarounds in Business Processes.” Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS), 2022.","bibtex":"@inproceedings{Sven_Bartelheimer_Zilker_Beverungen_Matzner_2022, place={Taipei/Sydney (Virtual Conference)}, title={ A Method for Predicting Workarounds in Business Processes}, booktitle={Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS)}, author={Sven, Weinzierl and Bartelheimer, Christian and Zilker, Sandra and Beverungen, Daniel and Matzner, Martin}, year={2022} }"},"year":"2022","date_updated":"2023-02-02T13:40:35Z","_id":"41487","author":[{"last_name":"Sven","first_name":"Weinzierl","full_name":"Sven, Weinzierl"},{"id":"49160","last_name":"Bartelheimer","full_name":"Bartelheimer, Christian","first_name":"Christian"},{"first_name":"Sandra","full_name":"Zilker, Sandra","last_name":"Zilker"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"},{"last_name":"Matzner","full_name":"Matzner, Martin","first_name":"Martin"}],"department":[{"_id":"195"}],"publication":"Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS)","status":"public","date_created":"2023-02-02T13:40:27Z","place":"Taipei/Sydney (Virtual Conference)","user_id":"49160","title":" A Method for Predicting Workarounds in Business Processes"},{"status":"public","date_created":"2023-02-02T13:34:49Z","publication_status":"published","author":[{"last_name":"Caron","id":"60721","first_name":"Matthew","full_name":"Caron, Matthew"},{"last_name":"Bartelheimer","id":"49160","first_name":"Christian","full_name":"Bartelheimer, Christian"},{"full_name":"Müller, Oliver","first_name":"Oliver","id":"72849","last_name":"Müller"}],"publication":"Proceeding of the 28th Americas Conference on Information Systems (AMCIS)","department":[{"_id":"195"}],"user_id":"60721","title":"Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation","place":"Minneapolis, USA","abstract":[{"text":"Now accounting for more than 80% of a firm's worth, brands have become essential assets for modern organizations. However, methods and techniques for the monetary valuation of brands are still under-researched. Hence, the objective of this study is to evaluate the utility of explanatory statistical models and machine learning approaches for explaining and predicting brand value. Drawing upon the case of the most valuable English football brands during the 2016/17 to 2020/21 seasons, we demonstrate how to operationalize Aaker's (1991) theoretical brand equity framework to collect meaningful qualitative and quantitative feature sets. Our explanatory models can explain up to 77% of the variation in brand valuations across all clubs and seasons, while our predictive approach can predict out-of-sample observations with a mean absolute percentage error (MAPE) of 14%. Future research can build upon our results to develop domain-specific brand valuation methods while enabling managers to make better-informed investment decisions.","lang":"eng"}],"language":[{"iso":"eng"}],"type":"conference","year":"2022","citation":{"ieee":"M. Caron, C. Bartelheimer, and O. Müller, “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation,” presented at the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.","short":"M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.","mla":"Caron, Matthew, et al. “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation.” Proceeding of the 28th Americas Conference on Information Systems (AMCIS), 2022.","bibtex":"@inproceedings{Caron_Bartelheimer_Müller_2022, place={Minneapolis, USA}, title={Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation}, booktitle={Proceeding of the 28th Americas Conference on Information Systems (AMCIS)}, author={Caron, Matthew and Bartelheimer, Christian and Müller, Oliver}, year={2022} }","ama":"Caron M, Bartelheimer C, Müller O. Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation. In: Proceeding of the 28th Americas Conference on Information Systems (AMCIS). ; 2022.","apa":"Caron, M., Bartelheimer, C., & Müller, O. (2022). Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation. Proceeding of the 28th Americas Conference on Information Systems (AMCIS). 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA.","chicago":"Caron, Matthew, Christian Bartelheimer, and Oliver Müller. “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation.” In Proceeding of the 28th Americas Conference on Information Systems (AMCIS). Minneapolis, USA, 2022."},"main_file_link":[{"url":"https://aisel.aisnet.org/amcis2022/conf_theme/conf_theme/10/"}],"_id":"41486","date_updated":"2023-02-28T08:59:38Z","conference":{"location":"Minneapolis, USA","name":"28th Americas Conference on Information Systems (AMCIS)","start_date":"2022-08-10","end_date":"2022-08-14"}},{"language":[{"iso":"eng"}],"citation":{"mla":"Löhr, Bernd, et al. “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.” International Conference on Business Process Management, 2022, doi:10.1007/978-3-031-16103-2_18.","bibtex":"@inproceedings{Löhr_Brennig_Bartelheimer_Beverungen_Müller_2022, title={Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing}, DOI={10.1007/978-3-031-16103-2_18}, booktitle={International Conference on Business Process Management}, author={Löhr, Bernd and Brennig, Katharina and Bartelheimer, Christian and Beverungen, Daniel and Müller, Oliver}, year={2022} }","apa":"Löhr, B., Brennig, K., Bartelheimer, C., Beverungen, D., & Müller, O. (2022). Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. International Conference on Business Process Management. https://doi.org/10.1007/978-3-031-16103-2_18","ama":"Löhr B, Brennig K, Bartelheimer C, Beverungen D, Müller O. Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. In: International Conference on Business Process Management. ; 2022. doi:10.1007/978-3-031-16103-2_18","chicago":"Löhr, Bernd, Katharina Brennig, Christian Bartelheimer, Daniel Beverungen, and Oliver Müller. “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.” In International Conference on Business Process Management, 2022. https://doi.org/10.1007/978-3-031-16103-2_18.","ieee":"B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, and O. Müller, “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing,” 2022, doi: 10.1007/978-3-031-16103-2_18.","short":"B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022."},"type":"conference","year":"2022","doi":"10.1007/978-3-031-16103-2_18","_id":"36912","date_updated":"2024-01-11T11:35:54Z","date_created":"2023-01-16T11:04:54Z","status":"public","publication_identifier":{"isbn":["978-3-031-16103-2"]},"department":[{"_id":"196"}],"publication":"International Conference on Business Process Management","author":[{"last_name":"Löhr","id":"56760","first_name":"Bernd","full_name":"Löhr, Bernd"},{"id":"51905","last_name":"Brennig","full_name":"Brennig, Katharina","first_name":"Katharina"},{"first_name":"Christian","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer","id":"49160"},{"full_name":"Beverungen, Daniel","first_name":"Daniel","id":"59677","last_name":"Beverungen"},{"first_name":"Oliver","full_name":"Müller, Oliver","last_name":"Müller","id":"72849"}],"user_id":"51905","title":"Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing","abstract":[{"text":"Existing process mining methods are primarily designed for processes that have reached a high degree of digitalization and standardization. In contrast, the literature has only begun to discuss how process mining can be applied to knowledge-intensive processes—such as product innovation processes—that involve creative activities, require organizational flexibility, depend on single actors’ decision autonomy, and target process-external goals such as customer satisfaction. Due to these differences, existing Process Mining methods cannot be applied out-of-the-box to analyze knowledge-intensive processes. In this paper, we employ Action Design Research (ADR) to design and evaluate a process mining approach for knowledge-intensive processes. More specifically, we draw on the two processes of product innovation and engineer-to-order in manufacturing contexts. We collected data from 27 interviews and conducted 49 workshops to evaluate our IT artifact at different stages in the ADR process. From a theoretical perspective, we contribute five design principles and a conceptual artifact that prescribe how process mining ought to be designed for knowledge-intensive processes in manufacturing. From a managerial perspective, we demonstrate how enacting these principles enables their application in practice.","lang":"eng"}]},{"author":[{"id":"49160","last_name":"Bartelheimer","full_name":"Bartelheimer, Christian","first_name":"Christian"},{"full_name":"Wolf, Verena","first_name":"Verena","id":"23633","last_name":"Wolf"},{"full_name":"Langhorst, Nico","first_name":"Nico","last_name":"Langhorst"},{"first_name":"Florian","full_name":"Seegers, Florian","last_name":"Seegers"}],"department":[{"_id":"195"}],"publication":"Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology","status":"public","date_created":"2020-04-22T08:22:48Z","place":"Kristiansand, Norway","user_id":"23633","title":"Designing Digital Community Service Platforms for Crowd-Based Services in Urban Areas","language":[{"iso":"eng"}],"citation":{"short":"C. Bartelheimer, V. Wolf, N. Langhorst, F. Seegers, in: Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology, Kristiansand, Norway, 2020.","ieee":"C. Bartelheimer, V. Wolf, N. Langhorst, and F. Seegers, “Designing Digital Community Service Platforms for Crowd-Based Services in Urban Areas,” in Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology, 2020.","apa":"Bartelheimer, C., Wolf, V., Langhorst, N., & Seegers, F. (2020). Designing Digital Community Service Platforms for Crowd-Based Services in Urban Areas. In Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology. Kristiansand, Norway.","ama":"Bartelheimer C, Wolf V, Langhorst N, Seegers F. Designing Digital Community Service Platforms for Crowd-Based Services in Urban Areas. In: Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology. Kristiansand, Norway; 2020.","chicago":"Bartelheimer, Christian, Verena Wolf, Nico Langhorst, and Florian Seegers. “Designing Digital Community Service Platforms for Crowd-Based Services in Urban Areas.” In Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology. Kristiansand, Norway, 2020.","mla":"Bartelheimer, Christian, et al. “Designing Digital Community Service Platforms for Crowd-Based Services in Urban Areas.” Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology, 2020.","bibtex":"@inproceedings{Bartelheimer_Wolf_Langhorst_Seegers_2020, place={Kristiansand, Norway}, title={Designing Digital Community Service Platforms for Crowd-Based Services in Urban Areas}, booktitle={Proceedings of the 15th International Conference on Design Science Research in Information Systems and Technology}, author={Bartelheimer, Christian and Wolf, Verena and Langhorst, Nico and Seegers, Florian}, year={2020} }"},"year":"2020","type":"conference","_id":"16800","date_updated":"2022-01-06T06:52:56Z"},{"doi":"10.1007/s12599-020-00646-z","date_updated":"2022-01-06T06:53:05Z","_id":"17156","year":"2020","citation":{"ama":"Beverungen D, Buijs JCAM, Becker J, et al. Seven Paradoxes of Business Process Management in a Hyper-Connected World. Business & Information Systems Engineering. 2020. doi:10.1007/s12599-020-00646-z","apa":"Beverungen, D., Buijs, J. C. A. M., Becker, J., Di Ciccio, C., van der Aalst, W. M. P., Bartelheimer, C., … Wolf, V. (2020). Seven Paradoxes of Business Process Management in a Hyper-Connected World. Business & Information Systems Engineering. https://doi.org/10.1007/s12599-020-00646-z","chicago":"Beverungen, Daniel, Joos C. A. M. Buijs, Jörg Becker, Claudio Di Ciccio, Wil M. P. van der Aalst, Christian Bartelheimer, Jan vom Brocke, et al. “Seven Paradoxes of Business Process Management in a Hyper-Connected World.” Business & Information Systems Engineering, 2020. https://doi.org/10.1007/s12599-020-00646-z.","bibtex":"@article{Beverungen_Buijs_Becker_Di Ciccio_van der Aalst_Bartelheimer_vom Brocke_Comuzzi_Kraume_Leopold_et al._2020, title={Seven Paradoxes of Business Process Management in a Hyper-Connected World}, DOI={10.1007/s12599-020-00646-z}, journal={Business & Information Systems Engineering}, author={Beverungen, Daniel and Buijs, Joos C. A. M. and Becker, Jörg and Di Ciccio, Claudio and van der Aalst, Wil M. P. and Bartelheimer, Christian and vom Brocke, Jan and Comuzzi, Marco and Kraume, Karsten and Leopold, Henrik and et al.}, year={2020} }","mla":"Beverungen, Daniel, et al. “Seven Paradoxes of Business Process Management in a Hyper-Connected World.” Business & Information Systems Engineering, 2020, doi:10.1007/s12599-020-00646-z.","short":"D. Beverungen, J.C.A.M. Buijs, J. Becker, C. Di Ciccio, W.M.P. van der Aalst, C. Bartelheimer, J. vom Brocke, M. Comuzzi, K. Kraume, H. Leopold, M. Matzner, J. Mendling, N. Ogonek, T. Post, M. Resinas, K. Revoredo, A. del-Río-Ortega, M. La Rosa, F.M. Santoro, A. Solti, M. Song, A. Stein, M. Stierle, V. Wolf, Business & Information Systems Engineering (2020).","ieee":"D. Beverungen et al., “Seven Paradoxes of Business Process Management in a Hyper-Connected World,” Business & Information Systems Engineering, 2020."},"type":"journal_article","language":[{"iso":"eng"}],"title":"Seven Paradoxes of Business Process Management in a Hyper-Connected World","user_id":"21671","publication_status":"published","publication_identifier":{"issn":["2363-7005","1867-0202"]},"status":"public","date_created":"2020-06-24T10:40:45Z","author":[{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"},{"last_name":"Buijs","first_name":"Joos C. A. 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(2020). Establishing Smart Service Systems is a Challenge: A Case Study on Pitfalls and Implications. In Proceedings of the 15th International Conference on Wirtschaftsinformatik. Potsdam, Germany.","ama":"Wolf V, Franke A, Bartelheimer C, Beverungen D. Establishing Smart Service Systems is a Challenge: A Case Study on Pitfalls and Implications. In: Proceedings of the 15th International Conference on Wirtschaftsinformatik. Potsdam, Germany; 2020.","chicago":"Wolf, Verena, Alena Franke, Christian Bartelheimer, and Daniel Beverungen. “Establishing Smart Service Systems Is a Challenge: A Case Study on Pitfalls and Implications.” In Proceedings of the 15th International Conference on Wirtschaftsinformatik. Potsdam, Germany, 2020.","mla":"Wolf, Verena, et al. “Establishing Smart Service Systems Is a Challenge: A Case Study on Pitfalls and Implications.” Proceedings of the 15th International Conference on Wirtschaftsinformatik, 2020.","bibtex":"@inproceedings{Wolf_Franke_Bartelheimer_Beverungen_2020, place={Potsdam, Germany}, title={Establishing Smart Service Systems is a Challenge: A Case Study on Pitfalls and Implications}, booktitle={Proceedings of the 15th International Conference on Wirtschaftsinformatik}, author={Wolf, Verena and Franke, Alena and Bartelheimer, Christian and Beverungen, Daniel}, year={2020} }","short":"V. Wolf, A. Franke, C. Bartelheimer, D. Beverungen, in: Proceedings of the 15th International Conference on Wirtschaftsinformatik, Potsdam, Germany, 2020.","ieee":"V. Wolf, A. Franke, C. Bartelheimer, and D. Beverungen, “Establishing Smart Service Systems is a Challenge: A Case Study on Pitfalls and Implications,” in Proceedings of the 15th International Conference on Wirtschaftsinformatik, 2020."},"year":"2020","language":[{"iso":"eng"}],"title":"Establishing Smart Service Systems is a Challenge: A Case Study on Pitfalls and Implications","user_id":"23633","place":"Potsdam, Germany","status":"public","date_created":"2020-01-13T12:23:59Z","author":[{"first_name":"Verena","full_name":"Wolf, Verena","last_name":"Wolf","id":"23633"},{"first_name":"Alena","full_name":"Franke, Alena","last_name":"Franke"},{"first_name":"Christian","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer","id":"49160"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"}],"publication":"Proceedings of the 15th International Conference on Wirtschaftsinformatik","department":[{"_id":"195"}]},{"citation":{"short":"V. Wolf, C. Bartelheimer, D. Beverungen, in: Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52), 2019.","ieee":"V. Wolf, C. Bartelheimer, and D. Beverungen, “Digitalization of Work Systems—An Organizational Routines’ Perspective,” in Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52), Maui, Hawaii, 2019.","apa":"Wolf, V., Bartelheimer, C., & Beverungen, D. (2019). Digitalization of Work Systems—An Organizational Routines’ Perspective. In Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52). Maui, Hawaii.","ama":"Wolf V, Bartelheimer C, Beverungen D. Digitalization of Work Systems—An Organizational Routines’ Perspective. In: Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52). ; 2019.","chicago":"Wolf, Verena, Christian Bartelheimer, and Daniel Beverungen. “Digitalization of Work Systems—An Organizational Routines’ Perspective.” In Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52), 2019.","bibtex":"@inproceedings{Wolf_Bartelheimer_Beverungen_2019, title={Digitalization of Work Systems—An Organizational Routines’ Perspective}, booktitle={Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52)}, author={Wolf, Verena and Bartelheimer, Christian and Beverungen, Daniel}, year={2019} }","mla":"Wolf, Verena, et al. “Digitalization of Work Systems—An Organizational Routines’ Perspective.” Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52), 2019."},"year":"2019","type":"conference","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:01:08Z","_id":"4517","conference":{"location":"Maui, Hawaii","name":"52nd Hawaii International Conference on System Sciences (HICSS-52)","start_date":"2019-01-08","end_date":"2019-01-11"},"author":[{"first_name":"Verena","full_name":"Wolf, Verena","last_name":"Wolf","id":"23633"},{"id":"49160","last_name":"Bartelheimer","full_name":"Bartelheimer, Christian","first_name":"Christian"},{"full_name":"Beverungen, Daniel","first_name":"Daniel","id":"59677","last_name":"Beverungen"}],"department":[{"_id":"526"}],"publication":"Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS-52)","status":"public","date_created":"2018-09-19T14:13:19Z","title":"Digitalization of Work Systems—An Organizational Routines’ Perspective","user_id":"1112"},{"language":[{"iso":"eng"}],"type":"conference","citation":{"short":"J.H. Betzing, C. Bartelheimer, M. Niemann, C.I. Berendes, D. Beverungen, in: Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm-Uppsala, Sweden, 2019.","ieee":"J. H. Betzing, C. Bartelheimer, M. Niemann, C. I. Berendes, and D. Beverungen, “Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail,” in Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm, 2019.","apa":"Betzing, J. H., Bartelheimer, C., Niemann, M., Berendes, C. I., & Beverungen, D. (2019). Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail. In Proceedings of the 27th European Conference on Information Systems (ECIS). Stockholm-Uppsala, Sweden.","ama":"Betzing JH, Bartelheimer C, Niemann M, Berendes CI, Beverungen D. Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail. 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Stockholm-Uppsala, Sweden, 2019.","mla":"Betzing, Jan H., et al. “Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail.” Proceedings of the 27th European Conference on Information Systems (ECIS), 2019.","bibtex":"@inproceedings{Betzing_Bartelheimer_Niemann_Berendes_Beverungen_2019, place={Stockholm-Uppsala, Sweden}, title={Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail}, booktitle={Proceedings of the 27th European Conference on Information Systems (ECIS)}, author={Betzing, Jan H. and Bartelheimer, Christian and Niemann, Marco and Berendes, Carsten Ingo and Beverungen, Daniel}, year={2019} }"},"year":"2019","conference":{"location":"Stockholm","name":"ECIS 2019"},"_id":"9617","date_updated":"2022-01-06T07:04:17Z","date_created":"2019-05-06T10:51:43Z","status":"public","publication":"Proceedings of the 27th European Conference on Information Systems (ECIS)","department":[{"_id":"526"}],"author":[{"last_name":"Betzing","first_name":"Jan H.","full_name":"Betzing, Jan H."},{"first_name":"Christian","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer","id":"49160"},{"last_name":"Niemann","full_name":"Niemann, Marco","first_name":"Marco"},{"first_name":"Carsten Ingo","full_name":"Berendes, Carsten Ingo","last_name":"Berendes","id":"53344"},{"id":"59677","last_name":"Beverungen","full_name":"Beverungen, Daniel","first_name":"Daniel"}],"user_id":"49160","title":"Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail","place":"Stockholm-Uppsala, Sweden"},{"place":"Wiesbaden","title":"Smart Service Systems als Handlungsfeld einer konvergierenden Dienstleistungsforschung","user_id":"23633","author":[{"last_name":"Beverungen","id":"59677","first_name":"Daniel","full_name":"Beverungen, Daniel"},{"last_name":"Bartelheimer","id":"49160","first_name":"Christian","full_name":"Bartelheimer, Christian"},{"full_name":"Wolf, Verena","first_name":"Verena","id":"23633","last_name":"Wolf"}],"publisher":"SpringerVieweg","publication":"Digitale Dienstleistungsinnovationen – Smart Services agil und kundenorientiert entwickeln","publication_status":"published","publication_identifier":{"isbn":["978-3-662-59516-9"]},"status":"public","date_created":"2019-09-10T10:49:27Z","date_updated":"2022-01-06T06:51:30Z","_id":"13178","corporate_editor":["Stich, V.; Schumann, J.H.; Beverungen, D.; Gudergan, G.; Jussen, P. 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Post, A. Heuermann, S. Wiesner, D. Olschewski, W. Maaß, R. Klatt, P. Jussen, S. Ragab, R. Senderek, B. Höckmayr, T. Schulz, K. Meyer, E. Heinen, C. Hocken, S. Fischer, C. Lattemann, B. Redlich, K. Schlimm, C. Ziegler, C. Rechtien, M. Schröder, B. Kube, J. Pöppelbuß, M. Wiesche, M. Semmann, C. Bartelheimer, D. Beverungen, H. Lüttenberg, V. Wolf, F. Bongers, C. Winkler, J.H. Schumann, M. Li, J. Brinker, S. Hagen, F. Kammler, G. Strina, P. Ernst, M. Falkus, DIN SPEC 33453:2019-09, Entwicklung Digitaler Dienstleistungssysteme, 2019.","ieee":"T. Post et al., DIN SPEC 33453:2019-09, Entwicklung digitaler Dienstleistungssysteme. 2019.","chicago":"Post, Till, Aaron Heuermann, Stefan Wiesner, Detlef Olschewski, Wolfgang Maaß, Rüdiger Klatt, Philipp Jussen, et al. DIN SPEC 33453:2019-09, Entwicklung Digitaler Dienstleistungssysteme, 2019. https://doi.org/10.31030/3085072.","apa":"Post, T., Heuermann, A., Wiesner, S., Olschewski, D., Maaß, W., Klatt, R., … Falkus, M. (2019). DIN SPEC 33453:2019-09, Entwicklung digitaler Dienstleistungssysteme. https://doi.org/10.31030/3085072","ama":"Post T, Heuermann A, Wiesner S, et al. DIN SPEC 33453:2019-09, Entwicklung Digitaler Dienstleistungssysteme.; 2019. doi:10.31030/3085072","bibtex":"@book{Post_Heuermann_Wiesner_Olschewski_Maaß_Klatt_Jussen_Ragab_Senderek_Höckmayr_et al._2019, title={DIN SPEC 33453:2019-09, Entwicklung digitaler Dienstleistungssysteme}, DOI={10.31030/3085072}, author={Post, Till and Heuermann, Aaron and Wiesner, Stefan and Olschewski, Detlef and Maaß, Wolfgang and Klatt, Rüdiger and Jussen, Philipp and Ragab, Sherif and Senderek, Roman and Höckmayr, Benedikt and et al.}, year={2019} }","mla":"Post, Till, et al. DIN SPEC 33453:2019-09, Entwicklung Digitaler Dienstleistungssysteme. 2019, doi:10.31030/3085072."},"language":[{"iso":"eng"}]},{"type":"conference","year":"2018","citation":{"apa":"Lüttenberg, H., Bartelheimer, C., & Beverungen, D. (2018). Designing Predictive Maintenance for Agricultural Machines. Presented at the Twenty-Sixth European Conference on Information Systems (ECIS 2018), Portsmouth, UK.","ama":"Lüttenberg H, Bartelheimer C, Beverungen D. Designing Predictive Maintenance for Agricultural Machines. In: ; 2018.","chicago":"Lüttenberg, Hedda, Christian Bartelheimer, and Daniel Beverungen. “Designing Predictive Maintenance for Agricultural Machines,” 2018.","mla":"Lüttenberg, Hedda, et al. Designing Predictive Maintenance for Agricultural Machines. 2018.","bibtex":"@inproceedings{Lüttenberg_Bartelheimer_Beverungen_2018, title={Designing Predictive Maintenance for Agricultural Machines}, author={Lüttenberg, Hedda and Bartelheimer, Christian and Beverungen, Daniel}, year={2018} }","short":"H. Lüttenberg, C. Bartelheimer, D. Beverungen, in: 2018.","ieee":"H. Lüttenberg, C. Bartelheimer, and D. 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While recent innovations in smart products, big data, and machine learn-ing have profoundly transformed business models in the high-tech sector, less digitalized industries—like agriculture—have only begun to capitalize on these technologies. Inspired by predictive mainte-nance strategies for industrial equipment, the purpose of this paper is to design, implement, and evaluate a predictive maintenance method for agricultural machines that predicts future defects of a machine’s components, based on a data-driven analysis of service records. An evaluation with 3,407 real-world service records proves that the method predicts damaged parts with a mean accuracy of 86.34%. The artifact is an exaptation of previous design knowledge from high-tech industries to agriculture—a sector in which machines move through rough territory and adverse weather conditions, are utilized exten-sively for short periods, and do not provide sensor data to service providers. Deployed on a platform, the prediction method enables co-creating a predictive maintenance service that helps farmers to avoid resources shortages during harvest seasons, while service providers can plan and conduct maintenance service preemptively and with increased efficiency. 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