[{"publication":"ECIS 2023 Research Papers","file_date_updated":"2023-05-23T10:11:03Z","author":[{"id":"83557","last_name":"Hemmrich","full_name":"Hemmrich, Simon","first_name":"Simon"},{"last_name":"Bobolz","id":"27207","first_name":"Jan","full_name":"Bobolz, Jan"},{"last_name":"Beverungen","id":"59677","first_name":"Daniel","full_name":"Beverungen, Daniel"},{"last_name":"Blömer","id":"23","first_name":"Johannes","full_name":"Blömer, Johannes"}],"file":[{"date_created":"2023-05-23T10:11:03Z","file_name":"A_Blockchain_Based_Reputation_Ecosystem_for_Business___Payments_as_Ratings.pdf","access_level":"closed","creator":"jbobolz","file_id":"45209","file_size":958740,"relation":"main_file","success":1,"content_type":"application/pdf","date_updated":"2023-05-23T10:11:03Z"}],"date_created":"2023-05-16T08:31:27Z","status":"public","has_accepted_license":"1","extern":"1","abstract":[{"lang":"eng","text":"Market transactions are subject to information asymmetry about the delivered value proposition, causing transaction costs and adverse market effects among buyers and sellers. Information systems research has investigated how review systems can reduce information asymmetry in business-to-consumer markets. However, these systems cannot be readily applied to business-to-business markets, are vulnerable to manipulation, and suffer from conceptual weak spots since they use textual data or star ratings. Building on design science research, we conceptualize a new class of reputation systems based on monetary-based payments as quantitative ratings for each transaction stored on a blockchain. Using cryptography, we show that our system assures content confidentiality so that buyers can share and sell their ratings selectively, establishing a reputation ecosystem. Our prescriptive insights advance the design of reputation systems and offer new paths to understanding the antecedents, dynamics, and consequences to reduce information asymmetry in B2B transactions."}],"ddc":["330"],"user_id":"27207","main_file_link":[{"url":"https://aisel.aisnet.org/ecis2023_rp/344"}],"type":"conference","citation":{"ama":"Hemmrich S, Bobolz J, Beverungen D, Blömer J. Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain. In: ECIS 2023 Research Papers. ; 2023.","apa":"Hemmrich, S., Bobolz, J., Beverungen, D., & Blömer, J. (2023). Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain. ECIS 2023 Research Papers. ECIS 2023.","chicago":"Hemmrich, Simon, Jan Bobolz, Daniel Beverungen, and Johannes Blömer. “Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain.” In ECIS 2023 Research Papers, 2023.","mla":"Hemmrich, Simon, et al. “Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain.” ECIS 2023 Research Papers, 2023.","bibtex":"@inproceedings{Hemmrich_Bobolz_Beverungen_Blömer_2023, title={Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain}, booktitle={ECIS 2023 Research Papers}, author={Hemmrich, Simon and Bobolz, Jan and Beverungen, Daniel and Blömer, Johannes}, year={2023} }","short":"S. Hemmrich, J. Bobolz, D. Beverungen, J. Blömer, in: ECIS 2023 Research Papers, 2023.","ieee":"S. Hemmrich, J. Bobolz, D. Beverungen, and J. Blömer, “Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain,” presented at the ECIS 2023, 2023."},"year":"2023","conference":{"name":"ECIS 2023"},"_id":"44855","department":[{"_id":"7"},{"_id":"64"},{"_id":"19"},{"_id":"526"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C1: SFB 901 - Subproject C1","_id":"13"}],"title":"Designing Business Reputation Ecosystems — A Method for Issuing and Trading Monetary Ratings on a Blockchain","language":[{"iso":"eng"}],"date_updated":"2023-05-23T10:12:32Z"},{"language":[{"iso":"eng"}],"date_updated":"2023-12-04T13:24:02Z","doi":"https://doi.org/10.1007/s12599-023-00822-x","department":[{"_id":"277"},{"_id":"196"},{"_id":"646"},{"_id":"526"},{"_id":"198"},{"_id":"792"},{"_id":"276"},{"_id":"681"}],"publication_status":"published","title":"Digital Responsibility – a Multilevel Framework for Responsible Digitalization","type":"journal_article","year":"2023","citation":{"ama":"Beverungen D, Kundisch D, Mirbabaie M, et al. Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business & Information Systems Engineering. 2023;65(4):463-474. doi:https://doi.org/10.1007/s12599-023-00822-x","apa":"Beverungen, D., Kundisch, D., Mirbabaie, M., Müller, O., Schryen, G., Trang, S. T.-N., & Trier, M. (2023). Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business & Information Systems Engineering, 65(4), 463–474. https://doi.org/10.1007/s12599-023-00822-x","chicago":"Beverungen, Daniel, Dennis Kundisch, Milad Mirbabaie, Oliver Müller, Guido Schryen, Simon Thanh-Nam Trang, and Matthias Trier. “Digital Responsibility – a Multilevel Framework for Responsible Digitalization.” Business & Information Systems Engineering 65, no. 4 (2023): 463–74. https://doi.org/10.1007/s12599-023-00822-x.","bibtex":"@article{Beverungen_Kundisch_Mirbabaie_Müller_Schryen_Trang_Trier_2023, title={Digital Responsibility – a Multilevel Framework for Responsible Digitalization}, volume={65}, DOI={https://doi.org/10.1007/s12599-023-00822-x}, number={4}, journal={Business & Information Systems Engineering}, author={Beverungen, Daniel and Kundisch, Dennis and Mirbabaie, Milad and Müller, Oliver and Schryen, Guido and Trang, Simon Thanh-Nam and Trier, Matthias}, year={2023}, pages={463–474} }","mla":"Beverungen, Daniel, et al. “Digital Responsibility – a Multilevel Framework for Responsible Digitalization.” Business & Information Systems Engineering, vol. 65, no. 4, 2023, pp. 463–74, doi:https://doi.org/10.1007/s12599-023-00822-x.","short":"D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.","ieee":"D. Beverungen et al., “Digital Responsibility – a Multilevel Framework for Responsible Digitalization,” Business & Information Systems Engineering, vol. 65, no. 4, pp. 463–474, 2023, doi: https://doi.org/10.1007/s12599-023-00822-x."},"page":"463 - 474","_id":"45112","intvolume":" 65","issue":"4","author":[{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"},{"last_name":"Kundisch","id":"21117","first_name":"Dennis","full_name":"Kundisch, Dennis"},{"last_name":"Mirbabaie","id":"88691","first_name":"Milad","full_name":"Mirbabaie, Milad"},{"first_name":"Oliver","full_name":"Müller, Oliver","last_name":"Müller","id":"72849"},{"id":"72850","last_name":"Schryen","full_name":"Schryen, Guido","first_name":"Guido"},{"full_name":"Trang, Simon Thanh-Nam","orcid":"0000-0002-4784-4038","first_name":"Simon Thanh-Nam","id":"98948","last_name":"Trang"},{"id":"72744","last_name":"Trier","full_name":"Trier, Matthias","first_name":"Matthias"}],"file_date_updated":"2023-07-06T13:02:00Z","publication":"Business & Information Systems Engineering","file":[{"file_id":"45871","creator":"schryen","file_size":373767,"success":1,"relation":"main_file","content_type":"application/pdf","date_updated":"2023-07-06T13:02:00Z","date_created":"2023-07-06T13:02:00Z","file_name":"Digital_Responsibility- A Multilevel Framework for Responsible Digitilization- BISE Springer VERSION.pdf","access_level":"closed"}],"volume":65,"has_accepted_license":"1","status":"public","date_created":"2023-05-19T07:21:29Z","article_type":"letter_note","ddc":["000"],"user_id":"46138"},{"department":[{"_id":"526"}],"publication":"Proceedings of the 55th Hawaii International Conference on System Sciences","author":[{"last_name":"zur Heiden","id":"64394","first_name":"Philipp","full_name":"zur Heiden, Philipp"},{"id":"82872","last_name":"Priefer","full_name":"Priefer, Jennifer","first_name":"Jennifer"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"}],"publication_status":"published","publication_identifier":{"isbn":["978-0-9981331-5-7"]},"editor":[{"last_name":"Bui","first_name":"Tung X.","full_name":"Bui, Tung X."}],"date_created":"2022-01-03T08:34:37Z","status":"public","place":"Honolulu, HI","title":"Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid","user_id":"64394","main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/handle/10125/80031","open_access":"1"}],"citation":{"short":"P. zur Heiden, J. Priefer, D. Beverungen, in: T.X. Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022.","ieee":"P. zur Heiden, J. Priefer, and D. Beverungen, “Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid,” in Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022.","apa":"zur Heiden, P., Priefer, J., & Beverungen, D. (2022). Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid. In T. X. Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences.","ama":"zur Heiden P, Priefer J, Beverungen D. Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid. In: Bui TX, ed. Proceedings of the 55th Hawaii International Conference on System Sciences. ; 2022.","chicago":"Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid.” In Proceedings of the 55th Hawaii International Conference on System Sciences, edited by Tung X. Bui. Honolulu, HI, 2022.","bibtex":"@inproceedings{zur Heiden_Priefer_Beverungen_2022, place={Honolulu, HI}, title={Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={zur Heiden, Philipp and Priefer, Jennifer and Beverungen, Daniel}, editor={Bui, Tung X.}, year={2022} }","mla":"zur Heiden, Philipp, et al. “Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid.” Proceedings of the 55th Hawaii International Conference on System Sciences, edited by Tung X. Bui, 2022."},"year":"2022","type":"conference","language":[{"iso":"eng"}],"conference":{"end_date":"2022-01-07","name":"55th Hawaii International Conference on System Sciences","start_date":"2022-01-03","location":"Honolulu, HI"},"date_updated":"2022-01-06T06:58:46Z","_id":"29146","oa":"1"},{"oa":"1","date_updated":"2022-01-06T06:58:46Z","_id":"29147","conference":{"end_date":"2022-01-07","location":"Honolulu, HI","name":"55th Hawaii International Conference on System Sciences","start_date":"2022-01-03"},"language":[{"iso":"eng"}],"type":"conference","citation":{"ieee":"A. Herwix and P. zur Heiden, “Context in Design Science Research: Taxonomy and Framework,” in Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022.","short":"A. Herwix, P. zur Heiden, in: T.X. Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022.","mla":"Herwix, Alexander, and Philipp zur Heiden. “Context in Design Science Research: Taxonomy and Framework.” Proceedings of the 55th Hawaii International Conference on System Sciences, edited by Tung X. Bui, 2022.","bibtex":"@inproceedings{Herwix_zur Heiden_2022, place={Honolulu, HI}, title={Context in Design Science Research: Taxonomy and Framework}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={Herwix, Alexander and zur Heiden, Philipp}, editor={Bui, Tung X.}, year={2022} }","chicago":"Herwix, Alexander, and Philipp zur Heiden. “Context in Design Science Research: Taxonomy and Framework.” In Proceedings of the 55th Hawaii International Conference on System Sciences, edited by Tung X. Bui. Honolulu, HI, 2022.","apa":"Herwix, A., & zur Heiden, P. (2022). Context in Design Science Research: Taxonomy and Framework. In T. X. Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences.","ama":"Herwix A, zur Heiden P. Context in Design Science Research: Taxonomy and Framework. In: Bui TX, ed. Proceedings of the 55th Hawaii International Conference on System Sciences. ; 2022."},"year":"2022","main_file_link":[{"url":"http://hdl.handle.net/10125/80045","open_access":"1"}],"user_id":"64394","title":"Context in Design Science Research: Taxonomy and Framework","place":"Honolulu, HI","status":"public","date_created":"2022-01-03T08:39:58Z","editor":[{"first_name":"Tung X.","full_name":"Bui, Tung X.","last_name":"Bui"}],"publication_identifier":{"isbn":["978-0-9981331-5-7"]},"publication_status":"published","author":[{"last_name":"Herwix","full_name":"Herwix, Alexander","first_name":"Alexander"},{"id":"64394","last_name":"zur Heiden","full_name":"zur Heiden, Philipp","first_name":"Philipp"}],"department":[{"_id":"526"}],"publication":"Proceedings of the 55th Hawaii International Conference on System Sciences"},{"place":"Honolulu, HI","title":"A Renaissance of Context in Design Science Research","user_id":"64394","department":[{"_id":"526"}],"publication":"Proceedings of the 55th Hawaii International Conference on System Sciences","author":[{"last_name":"zur Heiden","id":"64394","first_name":"Philipp","full_name":"zur Heiden, Philipp"},{"full_name":"Beverungen, Daniel","first_name":"Daniel","id":"59677","last_name":"Beverungen"}],"publication_status":"published","publication_identifier":{"isbn":["978-0-9981331-5-7"]},"editor":[{"last_name":"Bui","first_name":"Tung X.","full_name":"Bui, Tung X."}],"date_created":"2022-01-03T08:43:04Z","status":"public","conference":{"end_date":"2022-01-07","location":"Honolulu, HI","name":"55th Hawaii International Conference on System Sciences","start_date":"2022-01-03"},"date_updated":"2022-01-06T06:58:46Z","_id":"29148","oa":"1","main_file_link":[{"url":"http://hdl.handle.net/10125/80042","open_access":"1"}],"year":"2022","type":"conference","citation":{"apa":"zur Heiden, P., & Beverungen, D. (2022). A Renaissance of Context in Design Science Research. In T. X. Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences.","ama":"zur Heiden P, Beverungen D. A Renaissance of Context in Design Science Research. In: Bui TX, ed. Proceedings of the 55th Hawaii International Conference on System Sciences. ; 2022.","chicago":"Heiden, Philipp zur, and Daniel Beverungen. “A Renaissance of Context in Design Science Research.” In Proceedings of the 55th Hawaii International Conference on System Sciences, edited by Tung X. Bui. Honolulu, HI, 2022.","bibtex":"@inproceedings{zur Heiden_Beverungen_2022, place={Honolulu, HI}, title={A Renaissance of Context in Design Science Research}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={zur Heiden, Philipp and Beverungen, Daniel}, editor={Bui, Tung X.}, year={2022} }","mla":"zur Heiden, Philipp, and Daniel Beverungen. “A Renaissance of Context in Design Science Research.” Proceedings of the 55th Hawaii International Conference on System Sciences, edited by Tung X. Bui, 2022.","short":"P. zur Heiden, D. Beverungen, in: T.X. Bui (Ed.), Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022.","ieee":"P. zur Heiden and D. Beverungen, “A Renaissance of Context in Design Science Research,” in Proceedings of the 55th Hawaii International Conference on System Sciences, Honolulu, HI, 2022."},"language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"date_updated":"2023-01-10T09:53:39Z","doi":"10.1007/s12525-022-00553-z","department":[{"_id":"526"}],"publication_status":"published","publication_identifier":{"issn":["1019-6781","1422-8890"]},"title":"From private digital platforms to public data spaces: implications for the digital transformation","page":"493-501","type":"journal_article","citation":{"chicago":"Beverungen, Daniel, Thomas Hess, Antonia Köster, and Christiane Lehrer. “From Private Digital Platforms to Public Data Spaces: Implications for the Digital Transformation.” Electronic Markets 32, no. 2 (2022): 493–501. https://doi.org/10.1007/s12525-022-00553-z.","ama":"Beverungen D, Hess T, Köster A, Lehrer C. From private digital platforms to public data spaces: implications for the digital transformation. Electronic Markets. 2022;32(2):493-501. doi:10.1007/s12525-022-00553-z","apa":"Beverungen, D., Hess, T., Köster, A., & Lehrer, C. (2022). From private digital platforms to public data spaces: implications for the digital transformation. Electronic Markets, 32(2), 493–501. https://doi.org/10.1007/s12525-022-00553-z","bibtex":"@article{Beverungen_Hess_Köster_Lehrer_2022, title={From private digital platforms to public data spaces: implications for the digital transformation}, volume={32}, DOI={10.1007/s12525-022-00553-z}, number={2}, journal={Electronic Markets}, publisher={Springer Science and Business Media LLC}, author={Beverungen, Daniel and Hess, Thomas and Köster, Antonia and Lehrer, Christiane}, year={2022}, pages={493–501} }","mla":"Beverungen, Daniel, et al. “From Private Digital Platforms to Public Data Spaces: Implications for the Digital Transformation.” Electronic Markets, vol. 32, no. 2, Springer Science and Business Media LLC, 2022, pp. 493–501, doi:10.1007/s12525-022-00553-z.","short":"D. Beverungen, T. Hess, A. Köster, C. Lehrer, Electronic Markets 32 (2022) 493–501.","ieee":"D. Beverungen, T. Hess, A. Köster, and C. Lehrer, “From private digital platforms to public data spaces: implications for the digital transformation,” Electronic Markets, vol. 32, no. 2, pp. 493–501, 2022, doi: 10.1007/s12525-022-00553-z."},"year":"2022","_id":"35728","intvolume":" 32","issue":"2","keyword":["Management of Technology and Innovation","Marketing","Computer Science Applications","Economics and Econometrics","Business and International Management"],"publication":"Electronic Markets","publisher":"Springer Science and Business Media LLC","author":[{"id":"59677","last_name":"Beverungen","full_name":"Beverungen, Daniel","first_name":"Daniel"},{"first_name":"Thomas","full_name":"Hess, Thomas","last_name":"Hess"},{"full_name":"Köster, Antonia","first_name":"Antonia","last_name":"Köster"},{"first_name":"Christiane","full_name":"Lehrer, Christiane","last_name":"Lehrer"}],"date_created":"2023-01-10T09:52:01Z","status":"public","volume":32,"abstract":[{"text":"Abstract\r\nTechnological developments such as Cloud Computing, the Internet of Things, Big Data and Artificial Intelligence continue to drive the digital transformation of business and society. With the advent of platform-based ecosystems and their potential to address complex challenges, there is a trend towards greater interconnectedness between different stakeholders to co-create services based on the provision and use of data. While previous research on digital transformation mainly focused on digital transformation within organizations, it is of growing importance to understand the implications for digital transformation on different layers (e.g., interorganizational cooperation and platform ecosystems). In particular, the conceptualization and implications of public data spaces and related ecosystems provide promising research opportunities. This special issue contains five papers on the topic of digital transformation and, with the editorial, further contributes by providing an initial conceptualization of public data spaces' potential to foster innovative progress and digital transformation from a management perspective.","lang":"eng"}],"user_id":"21671"},{"language":[{"iso":"eng"}],"doi":"10.1007/s12525-022-00530-6","date_updated":"2023-01-10T10:02:07Z","publication_identifier":{"issn":["1019-6781","1422-8890"]},"publication_status":"published","department":[{"_id":"526"}],"title":"Systematizing the lexicon of platforms in information systems: a data-driven study","year":"2022","type":"journal_article","citation":{"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.","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","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.","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.","short":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic Markets 32 (2022) 375–396."},"page":"375-396","issue":"1","intvolume":" 32","_id":"35732","status":"public","date_created":"2023-01-10T10:00:55Z","volume":32,"publisher":"Springer Science and Business Media LLC","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"},{"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","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"}]},{"issue":"5","_id":"35741","intvolume":" 64","page":"669-687","type":"journal_article","citation":{"ama":"Röglinger M, Plattfaut R, Borghoff V, et al. Exogenous Shocks and Business Process Management. Business & Information Systems Engineering. 2022;64(5):669-687. doi:10.1007/s12599-021-00740-w","apa":"Röglinger, M., Plattfaut, R., Borghoff, V., Kerpedzhiev, G., Becker, J., Beverungen, D., vom Brocke, J., Van Looy, A., del-Río-Ortega, A., Rinderle-Ma, S., Rosemann, M., Santoro, F. M., & Trkman, P. (2022). Exogenous Shocks and Business Process Management. Business & Information Systems Engineering, 64(5), 669–687. https://doi.org/10.1007/s12599-021-00740-w","chicago":"Röglinger, Maximilian, Ralf Plattfaut, Vincent Borghoff, Georgi Kerpedzhiev, Jörg Becker, Daniel Beverungen, Jan vom Brocke, et al. “Exogenous Shocks and Business Process Management.” Business & Information Systems Engineering 64, no. 5 (2022): 669–87. https://doi.org/10.1007/s12599-021-00740-w.","bibtex":"@article{Röglinger_Plattfaut_Borghoff_Kerpedzhiev_Becker_Beverungen_vom Brocke_Van Looy_del-Río-Ortega_Rinderle-Ma_et al._2022, title={Exogenous Shocks and Business Process Management}, volume={64}, DOI={10.1007/s12599-021-00740-w}, number={5}, journal={Business & Information Systems Engineering}, publisher={Springer Science and Business Media LLC}, author={Röglinger, Maximilian and Plattfaut, Ralf and Borghoff, Vincent and Kerpedzhiev, Georgi and Becker, Jörg and Beverungen, Daniel and vom Brocke, Jan and Van Looy, Amy and del-Río-Ortega, Adela and Rinderle-Ma, Stefanie and et al.}, year={2022}, pages={669–687} }","mla":"Röglinger, Maximilian, et al. “Exogenous Shocks and Business Process Management.” Business & Information Systems Engineering, vol. 64, no. 5, Springer Science and Business Media LLC, 2022, pp. 669–87, doi:10.1007/s12599-021-00740-w.","short":"M. Röglinger, R. Plattfaut, V. Borghoff, G. Kerpedzhiev, J. Becker, D. Beverungen, J. vom Brocke, A. Van Looy, A. del-Río-Ortega, S. Rinderle-Ma, M. Rosemann, F.M. Santoro, P. Trkman, Business & Information Systems Engineering 64 (2022) 669–687.","ieee":"M. Röglinger et al., “Exogenous Shocks and Business Process Management,” Business & Information Systems Engineering, vol. 64, no. 5, pp. 669–687, 2022, doi: 10.1007/s12599-021-00740-w."},"year":"2022","user_id":"21671","abstract":[{"text":"AbstractBusiness process management (BPM) drives corporate success through effective and efficient processes. In recent decades, knowledge has been accumulated regarding the identification, discovery, analysis, design, implementation, and monitoring of business processes. This includes methods and tools for tackling various kinds of process change such as continuous process improvement, process reengineering, process innovation, and process drift. However, exogenous shocks, which lead to unintentional and radical process change, have been neglected in BPM research although they severely affect an organization’s context, strategy, and business processes. This research note conceptualizes the interplay of exogenous shocks and BPM in terms of the effects that such shocks can have on organizations’ overall process performance over time. On this foundation, related challenges and opportunities for BPM via several rounds of idea generation and consolidation within a diverse team of BPM scholars are identified. The paper discusses findings in light of extant literature from BPM and related disciplines, as well as present avenues for future (BPM) research to invigorate the academic discourse on the topic.","lang":"eng"}],"volume":64,"alternative_title":["A Scholars’ Perspective on Challenges and Opportunities"],"date_created":"2023-01-10T10:11:16Z","status":"public","keyword":["Information Systems"],"publication":"Business & Information Systems Engineering","publisher":"Springer Science and Business Media LLC","author":[{"full_name":"Röglinger, Maximilian","first_name":"Maximilian","last_name":"Röglinger"},{"first_name":"Ralf","full_name":"Plattfaut, Ralf","last_name":"Plattfaut"},{"full_name":"Borghoff, Vincent","first_name":"Vincent","last_name":"Borghoff"},{"last_name":"Kerpedzhiev","first_name":"Georgi","full_name":"Kerpedzhiev, Georgi"},{"first_name":"Jörg","full_name":"Becker, Jörg","last_name":"Becker"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"},{"last_name":"vom Brocke","first_name":"Jan","full_name":"vom Brocke, Jan"},{"last_name":"Van Looy","first_name":"Amy","full_name":"Van Looy, Amy"},{"last_name":"del-Río-Ortega","first_name":"Adela","full_name":"del-Río-Ortega, Adela"},{"last_name":"Rinderle-Ma","full_name":"Rinderle-Ma, Stefanie","first_name":"Stefanie"},{"last_name":"Rosemann","full_name":"Rosemann, Michael","first_name":"Michael"},{"last_name":"Santoro","full_name":"Santoro, Flavia Maria","first_name":"Flavia Maria"},{"last_name":"Trkman","full_name":"Trkman, Peter","first_name":"Peter"}],"doi":"10.1007/s12599-021-00740-w","date_updated":"2023-01-10T10:11:56Z","language":[{"iso":"eng"}],"title":"Exogenous Shocks and Business Process Management","publication_identifier":{"issn":["2363-7005","1867-0202"]},"publication_status":"published","department":[{"_id":"526"}]},{"issue":"1","intvolume":" 32","_id":"35740","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.","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","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","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":[{"lang":"eng","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."}],"volume":32,"status":"public","date_created":"2023-01-10T10:10:17Z","publisher":"Springer Science and Business Media LLC","author":[{"first_name":"Christian","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer"},{"first_name":"Philipp","full_name":"zur Heiden, Philipp","last_name":"zur Heiden"},{"last_name":"Lüttenberg","first_name":"Hedda","full_name":"Lüttenberg, Hedda"},{"last_name":"Beverungen","first_name":"Daniel","full_name":"Beverungen, Daniel"}],"publication":"Electronic Markets","keyword":["Management of Technology and Innovation","Marketing","Computer Science Applications","Economics and Econometrics","Business and International Management"],"doi":"10.1007/s12525-022-00530-6","date_updated":"2023-01-10T10:12:09Z","language":[{"iso":"eng"}],"title":"Systematizing the lexicon of platforms in information systems: a data-driven study","publication_identifier":{"issn":["1019-6781","1422-8890"]},"publication_status":"published","department":[{"_id":"526"}]},{"title":"Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach","user_id":"71922","author":[{"first_name":"Jan-Peter","full_name":"Kucklick, Jan-Peter","last_name":"Kucklick","id":"77066"},{"full_name":"Müller, Jennifer","first_name":"Jennifer","id":"82872","last_name":"Müller"},{"last_name":"Beverungen","id":"59677","first_name":"Daniel","full_name":"Beverungen, Daniel"},{"id":"72849","last_name":"Müller","full_name":"Müller, Oliver","first_name":"Oliver"}],"department":[{"_id":"196"},{"_id":"526"}],"publication":"European Conference on Information Systems","status":"public","date_created":"2021-06-28T11:30:02Z","date_updated":"2022-01-06T06:55:35Z","_id":"22514","conference":{"location":"Virtual","start_date":"2021-06-14","name":"ECIS 2021 - 29th European Conference on Information System","end_date":"2021-06-16"},"oa":"1","main_file_link":[{"open_access":"1","url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1022&context=ecis2021_rip"}],"year":"2021","citation":{"ieee":"J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach,” in European Conference on Information Systems, Virtual, 2021.","short":"J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.","mla":"Kucklick, Jan-Peter, et al. “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-Based Deep Learning Approach.” European Conference on Information Systems, 2021.","bibtex":"@inproceedings{Kucklick_Müller_Beverungen_Müller_2021, title={Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach}, booktitle={European Conference on Information Systems}, author={Kucklick, Jan-Peter and Müller, Jennifer and Beverungen, Daniel and Müller, Oliver}, year={2021} }","ama":"Kucklick J-P, Müller J, Beverungen D, Müller O. Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach. In: European Conference on Information Systems. ; 2021.","apa":"Kucklick, J.-P., Müller, J., Beverungen, D., & Müller, O. (2021). Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach. In European Conference on Information Systems. Virtual.","chicago":"Kucklick, Jan-Peter, Jennifer Müller, Daniel Beverungen, and Oliver Müller. “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-Based Deep Learning Approach.” In European Conference on Information Systems, 2021."},"type":"conference","language":[{"iso":"eng"}]},{"user_id":"64394","related_material":{"link":[{"relation":"confirmation","url":"https://aisel.aisnet.org/ecis2020_rip/46?utm_source=aisel.aisnet.org%2Fecis2020_rip%2F46&utm_medium=PDF&utm_campaign=PDFCoverPages"}]},"title":"Usage of Local Online Platforms in Retail: Insights from retailers' expectations expectations","author":[{"id":"53344","last_name":"Berendes","full_name":"Berendes, Carsten Ingo","first_name":"Carsten Ingo"},{"id":"64394","last_name":"zur Heiden","full_name":"zur Heiden, Philipp","first_name":"Philipp"},{"first_name":"Marco","full_name":"Niemann, Marco","last_name":"Niemann"},{"full_name":"Hoffmeister, Benedikt","first_name":"Benedikt","last_name":"Hoffmeister"},{"first_name":"Jörg","full_name":"Becker, Jörg","last_name":"Becker"}],"department":[{"_id":"526"}],"publication":"Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020)","status":"public","project":[{"name":"Interaktive Einkaufserlebnisse in Innenstädten durch digitale Dienstleistungen","grant_number":"02K15A073","_id":"35"}],"date_created":"2020-06-09T09:10:56Z","_id":"17087","date_updated":"2022-01-06T06:53:04Z","conference":{"name":"Twenty-Eighth European Conference on Information Systems (ECIS2020)","location":"Virtual Conference"},"language":[{"iso":"eng"}],"type":"conference","year":"2020","citation":{"chicago":"Berendes, Carsten Ingo, Philipp zur Heiden, Marco Niemann, Benedikt Hoffmeister, and Jörg Becker. “Usage of Local Online Platforms in Retail: Insights from Retailers’ Expectations Expectations.” In Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020), 2020.","ama":"Berendes CI, zur Heiden P, Niemann M, Hoffmeister B, Becker J. Usage of Local Online Platforms in Retail: Insights from retailers’ expectations expectations. In: Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020). ; 2020.","apa":"Berendes, C. I., zur Heiden, P., Niemann, M., Hoffmeister, B., & Becker, J. (2020). Usage of Local Online Platforms in Retail: Insights from retailers’ expectations expectations. In Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020). Virtual Conference.","mla":"Berendes, Carsten Ingo, et al. “Usage of Local Online Platforms in Retail: Insights from Retailers’ Expectations Expectations.” Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020), 2020.","bibtex":"@inproceedings{Berendes_zur Heiden_Niemann_Hoffmeister_Becker_2020, title={Usage of Local Online Platforms in Retail: Insights from retailers’ expectations expectations}, booktitle={Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020)}, author={Berendes, Carsten Ingo and zur Heiden, Philipp and Niemann, Marco and Hoffmeister, Benedikt and Becker, Jörg}, year={2020} }","short":"C.I. Berendes, P. zur Heiden, M. Niemann, B. Hoffmeister, J. Becker, in: Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020), 2020.","ieee":"C. I. Berendes, P. zur Heiden, M. Niemann, B. Hoffmeister, and J. Becker, “Usage of Local Online Platforms in Retail: Insights from retailers’ expectations expectations,” in Proceedings of the Twenty-Eighth European Conference on Information Systems (ECIS2020), Virtual Conference, 2020."}},{"language":[{"iso":"eng"}],"year":"2020","citation":{"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.","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","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.","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} }","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","_id":"17156","date_updated":"2022-01-06T06:53:05Z","doi":"10.1007/s12599-020-00646-z","author":[{"id":"59677","last_name":"Beverungen","full_name":"Beverungen, Daniel","first_name":"Daniel"},{"last_name":"Buijs","first_name":"Joos C. A. M.","full_name":"Buijs, Joos C. A. M."},{"last_name":"Becker","first_name":"Jörg","full_name":"Becker, Jörg"},{"last_name":"Di Ciccio","full_name":"Di Ciccio, Claudio","first_name":"Claudio"},{"last_name":"van der Aalst","full_name":"van der Aalst, Wil M. P.","first_name":"Wil M. P."},{"full_name":"Bartelheimer, Christian","first_name":"Christian","id":"49160","last_name":"Bartelheimer"},{"first_name":"Jan","full_name":"vom Brocke, Jan","last_name":"vom Brocke"},{"last_name":"Comuzzi","full_name":"Comuzzi, Marco","first_name":"Marco"},{"first_name":"Karsten","full_name":"Kraume, Karsten","last_name":"Kraume"},{"first_name":"Henrik","full_name":"Leopold, Henrik","last_name":"Leopold"},{"last_name":"Matzner","full_name":"Matzner, Martin","first_name":"Martin"},{"full_name":"Mendling, Jan","first_name":"Jan","last_name":"Mendling"},{"last_name":"Ogonek","full_name":"Ogonek, Nadine","first_name":"Nadine"},{"last_name":"Post","first_name":"Till","full_name":"Post, Till"},{"full_name":"Resinas, Manuel","first_name":"Manuel","last_name":"Resinas"},{"full_name":"Revoredo, Kate","first_name":"Kate","last_name":"Revoredo"},{"first_name":"Adela","full_name":"del-Río-Ortega, Adela","last_name":"del-Río-Ortega"},{"full_name":"La Rosa, Marcello","first_name":"Marcello","last_name":"La Rosa"},{"last_name":"Santoro","first_name":"Flávia Maria","full_name":"Santoro, Flávia Maria"},{"last_name":"Solti","first_name":"Andreas","full_name":"Solti, Andreas"},{"full_name":"Song, Minseok","first_name":"Minseok","last_name":"Song"},{"first_name":"Armin","full_name":"Stein, Armin","last_name":"Stein"},{"first_name":"Matthias","full_name":"Stierle, Matthias","last_name":"Stierle"},{"first_name":"Verena","full_name":"Wolf, Verena","last_name":"Wolf","id":"23633"}],"department":[{"_id":"526"}],"publication":"Business & Information Systems Engineering","status":"public","date_created":"2020-06-24T10:40:45Z","publication_identifier":{"issn":["2363-7005","1867-0202"]},"publication_status":"published","user_id":"21671","title":"Seven Paradoxes of Business Process Management in a Hyper-Connected World"},{"conference":{"name":"15th International Conference on Wirtschaftsinformatik","start_date":"2020-03-07","location":"Potsdam","end_date":"2020-03-11"},"_id":"16285","main_file_link":[{"open_access":"1","url":"https://library.gito.de/open-access-pdf/E1_City_recommendations_Master_final.pdf"}],"type":"conference","citation":{"chicago":"Heiden, Philipp zur, Carsten Ingo Berendes, and Daniel Beverungen. “Designing City Center Area Recommendation Systems .” In Proceedings of the 15th International Conference on Wirtschaftsinformatik. Potsdam, 2020. https://doi.org/doi.org/10.30844/wi_2020_e1-heiden.","apa":"zur Heiden, P., Berendes, C. I., & Beverungen, D. (2020). Designing City Center Area Recommendation Systems . In Proceedings of the 15th International Conference on Wirtschaftsinformatik. Potsdam. https://doi.org/doi.org/10.30844/wi_2020_e1-heiden","ama":"zur Heiden P, Berendes CI, Beverungen D. Designing City Center Area Recommendation Systems . In: Proceedings of the 15th International Conference on Wirtschaftsinformatik. Potsdam; 2020. doi:doi.org/10.30844/wi_2020_e1-heiden","mla":"zur Heiden, Philipp, et al. “Designing City Center Area Recommendation Systems .” Proceedings of the 15th International Conference on Wirtschaftsinformatik, 2020, doi:doi.org/10.30844/wi_2020_e1-heiden.","bibtex":"@inproceedings{zur Heiden_Berendes_Beverungen_2020, place={Potsdam}, title={Designing City Center Area Recommendation Systems }, DOI={doi.org/10.30844/wi_2020_e1-heiden}, booktitle={Proceedings of the 15th International Conference on Wirtschaftsinformatik}, author={zur Heiden, Philipp and Berendes, Carsten Ingo and Beverungen, Daniel}, year={2020} }","short":"P. zur Heiden, C.I. Berendes, D. Beverungen, in: Proceedings of the 15th International Conference on Wirtschaftsinformatik, Potsdam, 2020.","ieee":"P. zur Heiden, C. I. Berendes, and D. Beverungen, “Designing City Center Area Recommendation Systems ,” in Proceedings of the 15th International Conference on Wirtschaftsinformatik, Potsdam, 2020."},"year":"2020","abstract":[{"text":"To decide in which part of town to open stores, high street retailers consult statistical data on customers and cities, but they cannot analyze their customers’ shopping behavior and geospatial features of a city due to missing data. While previous research has proposed recommendation systems and decision aids that address this type of decision problem – including factory location and assortment planning – there currently is no design knowledge available to prescribe the design of city center area recommendation systems (CCARS). We set out to design a software prototype considering local customers’ shopping interests and geospatial data on their shopping trips for retail site selection. With real data on 500 customers and 1,100 shopping trips, we demonstrate and evaluate our IT artifact. Our results illustrate how retailers and public town center managers can use CCARS for spatial location selection, growing retailers’ profits and a city center’s attractiveness for its citizens.","lang":"eng"}],"ddc":["000"],"user_id":"64394","keyword":["Town Center Management","High Street Retail","Recommender Systems","Geospatial Recommendations","Design Science Research"],"file_date_updated":"2020-03-13T06:58:54Z","publication":"Proceedings of the 15th International Conference on Wirtschaftsinformatik","quality_controlled":"1","author":[{"first_name":"Philipp","full_name":"zur Heiden, Philipp","last_name":"zur Heiden","id":"64394"},{"full_name":"Berendes, Carsten Ingo","first_name":"Carsten Ingo","id":"53344","last_name":"Berendes"},{"last_name":"Beverungen","id":"59677","first_name":"Daniel","full_name":"Beverungen, Daniel"}],"file":[{"date_updated":"2020-03-13T06:58:54Z","content_type":"application/pdf","relation":"main_file","success":1,"file_size":1370273,"file_id":"16286","creator":"pzh","access_level":"closed","file_name":"E1_City_recommendations_Master_final.pdf","date_created":"2020-03-13T06:58:54Z"}],"date_created":"2020-03-13T07:05:24Z","has_accepted_license":"1","status":"public","date_updated":"2022-01-06T06:52:48Z","doi":"doi.org/10.30844/wi_2020_e1-heiden","oa":"1","language":[{"iso":"eng"}],"place":"Potsdam","title":"Designing City Center Area Recommendation Systems ","department":[{"_id":"526"}],"publication_status":"published","project":[{"name":"Interaktive Einkaufserlebnisse in Innenstädten durch digitale Dienstleistungen","grant_number":"02K15A073","_id":"35"}]},{"type":"journal_article","year":"2020","citation":{"ama":"Hoffmann MW, Wildermuth S, Gitzel R, et al. Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors. 2020;20(7). doi:10.3390/s20072099","apa":"Hoffmann, M. W., Wildermuth, S., Gitzel, R., Boyaci, A., Gebhardt, J., Kaul, H., Amihai, I., Forg, B., Suriyah, M., Leibfried, T., Stich, V., Hicking, J., Bremer, M., Kaminski, L., Beverungen, D., zur Heiden, P., & Tornede, T. (2020). Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors, 20(7), Article 2099. https://doi.org/10.3390/s20072099","chicago":"Hoffmann, Martin W., Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, Ido Amihai, et al. “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.” Sensors 20, no. 7 (2020). https://doi.org/10.3390/s20072099.","mla":"Hoffmann, Martin W., et al. “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.” Sensors, vol. 20, no. 7, 2099, MDPI AG, 2020, doi:10.3390/s20072099.","bibtex":"@article{Hoffmann_Wildermuth_Gitzel_Boyaci_Gebhardt_Kaul_Amihai_Forg_Suriyah_Leibfried_et al._2020, title={Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions}, volume={20}, DOI={10.3390/s20072099}, number={72099}, journal={Sensors}, publisher={MDPI AG}, author={Hoffmann, Martin W. and Wildermuth, Stephan and Gitzel, Ralf and Boyaci, Aydin and Gebhardt, Jörg and Kaul, Holger and Amihai, Ido and Forg, Bodo and Suriyah, Michael and Leibfried, Thomas and et al.}, year={2020} }","short":"M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul, I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer, L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors 20 (2020).","ieee":"M. W. Hoffmann et al., “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions,” Sensors, vol. 20, no. 7, Art. no. 2099, 2020, doi: 10.3390/s20072099."},"issue":"7","article_number":"2099","_id":"35723","intvolume":" 20","status":"public","date_created":"2023-01-10T09:39:14Z","volume":20,"publisher":"MDPI AG","author":[{"last_name":"Hoffmann","full_name":"Hoffmann, Martin W.","first_name":"Martin W."},{"last_name":"Wildermuth","full_name":"Wildermuth, Stephan","first_name":"Stephan"},{"full_name":"Gitzel, Ralf","first_name":"Ralf","last_name":"Gitzel"},{"full_name":"Boyaci, Aydin","first_name":"Aydin","last_name":"Boyaci"},{"last_name":"Gebhardt","full_name":"Gebhardt, Jörg","first_name":"Jörg"},{"last_name":"Kaul","first_name":"Holger","full_name":"Kaul, Holger"},{"last_name":"Amihai","first_name":"Ido","full_name":"Amihai, Ido"},{"first_name":"Bodo","full_name":"Forg, Bodo","last_name":"Forg"},{"full_name":"Suriyah, Michael","first_name":"Michael","last_name":"Suriyah"},{"last_name":"Leibfried","full_name":"Leibfried, Thomas","first_name":"Thomas"},{"full_name":"Stich, Volker","first_name":"Volker","last_name":"Stich"},{"full_name":"Hicking, Jan","first_name":"Jan","last_name":"Hicking"},{"last_name":"Bremer","full_name":"Bremer, Martin","first_name":"Martin"},{"first_name":"Lars","full_name":"Kaminski, Lars","last_name":"Kaminski"},{"last_name":"Beverungen","id":"59677","first_name":"Daniel","full_name":"Beverungen, Daniel"},{"id":"64394","last_name":"zur Heiden","full_name":"zur Heiden, Philipp","first_name":"Philipp"},{"first_name":"Tanja","full_name":"Tornede, Tanja","last_name":"Tornede"}],"publication":"Sensors","keyword":["Electrical and Electronic Engineering","Biochemistry","Instrumentation","Atomic and Molecular Physics","and Optics","Analytical Chemistry"],"user_id":"21671","abstract":[{"text":"The development of renewable energies and smart mobility has profoundly impacted the future of the distribution grid. An increasing bidirectional energy flow stresses the assets of the distribution grid, especially medium voltage switchgear. This calls for improved maintenance strategies to prevent critical failures. Predictive maintenance, a maintenance strategy relying on current condition data of assets, serves as a guideline. Novel sensors covering thermal, mechanical, and partial discharge aspects of switchgear, enable continuous condition monitoring of some of the most critical assets of the distribution grid. Combined with machine learning algorithms, the demands put on the distribution grid by the energy and mobility revolutions can be handled. In this paper, we review the current state-of-the-art of all aspects of condition monitoring for medium voltage switchgear. Furthermore, we present an approach to develop a predictive maintenance system based on novel sensors and machine learning. We show how the existing medium voltage grid infrastructure can adapt these new needs on an economic scale.","lang":"eng"}],"language":[{"iso":"eng"}],"doi":"10.3390/s20072099","date_updated":"2023-01-10T09:53:13Z","publication_status":"published","publication_identifier":{"issn":["1424-8220"]},"department":[{"_id":"526"}],"title":"Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions"},{"language":[{"iso":"eng"}],"year":"2019","type":"conference","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.","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.","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.","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.","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.","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} }"},"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":[{"full_name":"Wolf, Verena","first_name":"Verena","id":"23633","last_name":"Wolf"},{"id":"49160","last_name":"Bartelheimer","full_name":"Bartelheimer, Christian","first_name":"Christian"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"}],"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","user_id":"1112","title":"Digitalization of Work Systems—An Organizational Routines’ Perspective"},{"date_created":"2019-05-06T10:51:43Z","status":"public","department":[{"_id":"526"}],"publication":"Proceedings of the 27th European Conference on Information Systems (ECIS)","author":[{"last_name":"Betzing","full_name":"Betzing, Jan H.","first_name":"Jan H."},{"last_name":"Bartelheimer","id":"49160","first_name":"Christian","full_name":"Bartelheimer, Christian"},{"last_name":"Niemann","first_name":"Marco","full_name":"Niemann, Marco"},{"full_name":"Berendes, Carsten Ingo","first_name":"Carsten Ingo","id":"53344","last_name":"Berendes"},{"full_name":"Beverungen, Daniel","first_name":"Daniel","id":"59677","last_name":"Beverungen"}],"title":"Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail","user_id":"49160","place":"Stockholm-Uppsala, Sweden","type":"conference","citation":{"chicago":"Betzing, Jan H., Christian Bartelheimer, Marco Niemann, Carsten Ingo Berendes, and Daniel 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-Uppsala, Sweden, 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. In: Proceedings of the 27th European Conference on Information Systems (ECIS). 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} }","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."},"year":"2019","language":[{"iso":"eng"}],"conference":{"location":"Stockholm","name":"ECIS 2019"},"date_updated":"2022-01-06T07:04:17Z","_id":"9617"},{"place":"Siegen, Germany","abstract":[{"text":"Increased interconnectedness of multiple actors and digital resources in service eco-systems offer new opportunities for service innovation. In digitally transforming eco-systems, organizations need to explore and exploit innovation simultaneously, which is defined as ambidexterity. However, research on ambidextrous service innovation is scarce. We provide a systematic literature review based on the concepts of ambidexterity, offering two contributions. First, research strands are disconnected, emphasizing either exploration or exploitation of service innovation, despite an organizations’ need to accelerate innovation cycles of exploring and exploiting services. Second, a new framework for ambidextrous service innovation is provided, inspired by the dynamism and generative mechanisms of the ontologically related concept of organizational routines. The framework adopts the perspective of a mutually constitutive relationship between exploring new and exploiting current resources, activities, and knowledge. The findings remedy the scattered literature through a coherent perspective on service innovation that responds to organizations’ needs and guides future research.","lang":"eng"}],"title":"Ambidexterity in Service Innovation Research: A Systematic Literature Review","user_id":"23633","quality_controlled":"1","author":[{"first_name":"Verena","full_name":"Wolf, Verena","last_name":"Wolf","id":"23633"}],"department":[{"_id":"526"}],"keyword":["Exploration","Exploitation","Service Innovation","Organizational Routines","Ambidexterity"],"publication":"Proceedings of the 14th International Conference on Wirtschaftsinformatik","status":"public","date_created":"2019-05-08T13:39:19Z","_id":"9708","date_updated":"2022-01-06T07:04:18Z","conference":{"location":"Siegen, Germany","name":"14th International Conference on Wirtschaftsinformatik"},"year":"2019","citation":{"bibtex":"@inproceedings{Wolf_2019, place={Siegen, Germany}, title={Ambidexterity in Service Innovation Research: A Systematic Literature Review}, booktitle={Proceedings of the 14th International Conference on Wirtschaftsinformatik}, author={Wolf, Verena}, year={2019} }","mla":"Wolf, Verena. “Ambidexterity in Service Innovation Research: A Systematic Literature Review.” Proceedings of the 14th International Conference on Wirtschaftsinformatik, 2019.","ama":"Wolf V. Ambidexterity in Service Innovation Research: A Systematic Literature Review. In: Proceedings of the 14th International Conference on Wirtschaftsinformatik. Siegen, Germany; 2019.","apa":"Wolf, V. (2019). Ambidexterity in Service Innovation Research: A Systematic Literature Review. In Proceedings of the 14th International Conference on Wirtschaftsinformatik. Siegen, Germany.","chicago":"Wolf, Verena. “Ambidexterity in Service Innovation Research: A Systematic Literature Review.” In Proceedings of the 14th International Conference on Wirtschaftsinformatik. Siegen, Germany, 2019.","ieee":"V. Wolf, “Ambidexterity in Service Innovation Research: A Systematic Literature Review,” in Proceedings of the 14th International Conference on Wirtschaftsinformatik, Siegen, Germany, 2019.","short":"V. Wolf, in: Proceedings of the 14th International Conference on Wirtschaftsinformatik, Siegen, Germany, 2019."},"type":"conference","language":[{"iso":"eng"}]},{"doi":"10.1007/s40685-019-0091-9","_id":"12929","date_updated":"2022-01-06T06:51:26Z","language":[{"iso":"eng"}],"type":"journal_article","year":"2019","citation":{"short":"S. Bräuer, F. Plenter, B. Klör, M. Monhof, D. Beverungen, J. Becker, Business Research (2019).","ieee":"S. Bräuer, F. Plenter, B. Klör, M. Monhof, D. Beverungen, and J. Becker, “Transactions for trading used electric vehicle batteries: theoretical underpinning and information systems design principles,” Business Research, 2019.","chicago":"Bräuer, Sebastian, Florian Plenter, Benjamin Klör, Markus Monhof, Daniel Beverungen, and Jörg Becker. “Transactions for Trading Used Electric Vehicle Batteries: Theoretical Underpinning and Information Systems Design Principles.” Business Research, 2019. https://doi.org/10.1007/s40685-019-0091-9.","apa":"Bräuer, S., Plenter, F., Klör, B., Monhof, M., Beverungen, D., & Becker, J. (2019). Transactions for trading used electric vehicle batteries: theoretical underpinning and information systems design principles. Business Research. https://doi.org/10.1007/s40685-019-0091-9","ama":"Bräuer S, Plenter F, Klör B, Monhof M, Beverungen D, Becker J. Transactions for trading used electric vehicle batteries: theoretical underpinning and information systems design principles. Business Research. 2019. doi:10.1007/s40685-019-0091-9","bibtex":"@article{Bräuer_Plenter_Klör_Monhof_Beverungen_Becker_2019, title={Transactions for trading used electric vehicle batteries: theoretical underpinning and information systems design principles}, DOI={10.1007/s40685-019-0091-9}, journal={Business Research}, author={Bräuer, Sebastian and Plenter, Florian and Klör, Benjamin and Monhof, Markus and Beverungen, Daniel and Becker, Jörg}, year={2019} }","mla":"Bräuer, Sebastian, et al. “Transactions for Trading Used Electric Vehicle Batteries: Theoretical Underpinning and Information Systems Design Principles.” Business Research, 2019, doi:10.1007/s40685-019-0091-9."},"user_id":"21671","title":"Transactions for trading used electric vehicle batteries: theoretical underpinning and information systems design principles","status":"public","date_created":"2019-08-14T08:48:58Z","publication_status":"published","publication_identifier":{"issn":["2198-3402","2198-2627"]},"author":[{"first_name":"Sebastian","full_name":"Bräuer, Sebastian","last_name":"Bräuer"},{"last_name":"Plenter","first_name":"Florian","full_name":"Plenter, Florian"},{"last_name":"Klör","full_name":"Klör, Benjamin","first_name":"Benjamin"},{"last_name":"Monhof","first_name":"Markus","full_name":"Monhof, Markus"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"},{"first_name":"Jörg","full_name":"Becker, Jörg","last_name":"Becker"}],"publication":"Business Research","department":[{"_id":"526"}]},{"user_id":"21671","title":"Smart service systems: An interdisciplinary perspective","status":"public","date_created":"2019-10-29T13:00:15Z","publication_identifier":{"issn":["1350-1917","1365-2575"]},"publication_status":"published","author":[{"full_name":"Beverungen, Daniel","first_name":"Daniel","id":"59677","last_name":"Beverungen"},{"last_name":"Breidbach","first_name":"Christoph F.","full_name":"Breidbach, Christoph F."},{"first_name":"Jens","full_name":"Poeppelbuss, Jens","last_name":"Poeppelbuss"},{"last_name":"Tuunainen","first_name":"Virpi Kristiina","full_name":"Tuunainen, Virpi Kristiina"}],"department":[{"_id":"526"}],"publication":"Information Systems Journal","doi":"10.1111/isj.12275","date_updated":"2022-01-06T06:51:52Z","_id":"14023","language":[{"iso":"eng"}],"year":"2019","type":"journal_article","citation":{"ieee":"D. Beverungen, C. F. Breidbach, J. Poeppelbuss, and V. K. Tuunainen, “Smart service systems: An interdisciplinary perspective,” Information Systems Journal, 2019.","short":"D. Beverungen, C.F. Breidbach, J. Poeppelbuss, V.K. Tuunainen, Information Systems Journal (2019).","mla":"Beverungen, Daniel, et al. “Smart Service Systems: An Interdisciplinary Perspective.” Information Systems Journal, 2019, doi:10.1111/isj.12275.","bibtex":"@article{Beverungen_Breidbach_Poeppelbuss_Tuunainen_2019, title={Smart service systems: An interdisciplinary perspective}, DOI={10.1111/isj.12275}, journal={Information Systems Journal}, author={Beverungen, Daniel and Breidbach, Christoph F. and Poeppelbuss, Jens and Tuunainen, Virpi Kristiina}, year={2019} }","apa":"Beverungen, D., Breidbach, C. F., Poeppelbuss, J., & Tuunainen, V. K. (2019). Smart service systems: An interdisciplinary perspective. Information Systems Journal. https://doi.org/10.1111/isj.12275","ama":"Beverungen D, Breidbach CF, Poeppelbuss J, Tuunainen VK. Smart service systems: An interdisciplinary perspective. Information Systems Journal. 2019. doi:10.1111/isj.12275","chicago":"Beverungen, Daniel, Christoph F. Breidbach, Jens Poeppelbuss, and Virpi Kristiina Tuunainen. “Smart Service Systems: An Interdisciplinary Perspective.” Information Systems Journal, 2019. https://doi.org/10.1111/isj.12275."}},{"abstract":[{"text":"The Digital Transformation alters business models in all fields of application, but not all industries transform at the same speed. 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. ","lang":"eng"}],"title":"Designing Predictive Maintenance for Agricultural Machines","user_id":"21671","department":[{"_id":"526"}],"author":[{"id":"60612","last_name":"Lüttenberg","full_name":"Lüttenberg, Hedda","first_name":"Hedda"},{"full_name":"Bartelheimer, Christian","first_name":"Christian","id":"49160","last_name":"Bartelheimer"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"}],"date_created":"2018-05-24T09:43:47Z","status":"public","conference":{"end_date":"28.06.2018","name":"Twenty-Sixth European Conference on Information Systems (ECIS 2018)","start_date":"23.06.2018","location":"Portsmouth, UK"},"date_updated":"2022-01-06T06:58:11Z","_id":"2861","type":"conference","year":"2018","citation":{"chicago":"Lüttenberg, Hedda, Christian Bartelheimer, and Daniel Beverungen. “Designing Predictive Maintenance for Agricultural Machines,” 2018.","ama":"Lüttenberg H, Bartelheimer C, Beverungen D. Designing Predictive Maintenance for Agricultural Machines. In: ; 2018.","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.","bibtex":"@inproceedings{Lüttenberg_Bartelheimer_Beverungen_2018, title={Designing Predictive Maintenance for Agricultural Machines}, author={Lüttenberg, Hedda and Bartelheimer, Christian and Beverungen, Daniel}, year={2018} }","mla":"Lüttenberg, Hedda, et al. Designing Predictive Maintenance for Agricultural Machines. 2018.","short":"H. Lüttenberg, C. Bartelheimer, D. Beverungen, in: 2018.","ieee":"H. Lüttenberg, C. Bartelheimer, and D. Beverungen, “Designing Predictive Maintenance for Agricultural Machines,” presented at the Twenty-Sixth European Conference on Information Systems (ECIS 2018), Portsmouth, UK, 2018."}}]