[{"title":"An update for taxonomy designers: Methodological guidance from information systems research","department":[{"_id":"276"}],"publication_status":"published","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C5","_id":"17"}],"date_updated":"2022-10-21T12:57:05Z","language":[{"iso":"eng"}],"ddc":["000"],"user_id":"16205","publication":"Business & Information Systems Engineering","file_date_updated":"2021-11-08T12:24:31Z","author":[{"full_name":"Kundisch, Dennis","first_name":"Dennis","id":"21117","last_name":"Kundisch"},{"full_name":"Muntermann, J.","first_name":"J.","last_name":"Muntermann"},{"first_name":"A. M.","full_name":"Oberländer, A. M.","last_name":"Oberländer"},{"full_name":"Rau, D.","first_name":"D.","last_name":"Rau"},{"last_name":"Röglinger","full_name":"Röglinger, M.","first_name":"M."},{"full_name":"Schoormann, T.","first_name":"T.","last_name":"Schoormann"},{"id":"36372","last_name":"Szopinski","full_name":"Szopinski, Daniel","first_name":"Daniel"}],"file":[{"access_level":"closed","file_name":"Kundisch2021_Article_AnUpdateForTaxonomyDesigners.pdf","date_created":"2021-11-08T12:24:31Z","date_updated":"2021-11-08T12:24:31Z","content_type":"application/pdf","success":1,"relation":"main_file","file_size":511483,"creator":"abursig","file_id":"27282"}],"volume":64,"date_created":"2021-08-30T10:00:24Z","has_accepted_license":"1","status":"public","_id":"23566","intvolume":" 64","issue":"4","page":"421-439","type":"journal_article","citation":{"ieee":"D. Kundisch et al., “An update for taxonomy designers: Methodological guidance from information systems research,” Business & Information Systems Engineering, vol. 64, no. 4, pp. 421–439, 2022.","short":"D. Kundisch, J. Muntermann, A.M. Oberländer, D. Rau, M. Röglinger, T. Schoormann, D. Szopinski, Business & Information Systems Engineering 64 (2022) 421–439.","bibtex":"@article{Kundisch_Muntermann_Oberländer_Rau_Röglinger_Schoormann_Szopinski_2022, title={An update for taxonomy designers: Methodological guidance from information systems research}, volume={64}, number={4}, journal={Business & Information Systems Engineering}, author={Kundisch, Dennis and Muntermann, J. and Oberländer, A. M. and Rau, D. and Röglinger, M. and Schoormann, T. and Szopinski, Daniel}, year={2022}, pages={421–439} }","mla":"Kundisch, Dennis, et al. “An Update for Taxonomy Designers: Methodological Guidance from Information Systems Research.” Business & Information Systems Engineering, vol. 64, no. 4, 2022, pp. 421–39.","ama":"Kundisch D, Muntermann J, Oberländer AM, et al. An update for taxonomy designers: Methodological guidance from information systems research. Business & Information Systems Engineering. 2022;64(4):421-439.","apa":"Kundisch, D., Muntermann, J., Oberländer, A. M., Rau, D., Röglinger, M., Schoormann, T., & Szopinski, D. (2022). An update for taxonomy designers: Methodological guidance from information systems research. Business & Information Systems Engineering, 64(4), 421–439.","chicago":"Kundisch, Dennis, J. Muntermann, A. M. Oberländer, D. Rau, M. Röglinger, T. Schoormann, and Daniel Szopinski. “An Update for Taxonomy Designers: Methodological Guidance from Information Systems Research.” Business & Information Systems Engineering 64, no. 4 (2022): 421–39."},"year":"2022"},{"language":[{"iso":"eng"}],"citation":{"ieee":"F. Laux and D. Kundisch, “Judgment or Choice? An Experimental Comparison of Evaluation Approaches for External Crowdvoting,” presented at the Pre-ICIS Global Sourcing Workshop 2022, Copenhagen, Denmark.","short":"F. Laux, D. Kundisch, in: n.d.","mla":"Laux, Florian, and Dennis Kundisch. Judgment or Choice? An Experimental Comparison of Evaluation Approaches for External Crowdvoting.","bibtex":"@inproceedings{Laux_Kundisch, title={Judgment or Choice? An Experimental Comparison of Evaluation Approaches for External Crowdvoting}, author={Laux, Florian and Kundisch, Dennis} }","ama":"Laux F, Kundisch D. Judgment or Choice? An Experimental Comparison of Evaluation Approaches for External Crowdvoting.","apa":"Laux, F., & Kundisch, D. (n.d.). Judgment or Choice? An Experimental Comparison of Evaluation Approaches for External Crowdvoting. Pre-ICIS Global Sourcing Workshop 2022, Copenhagen, Denmark.","chicago":"Laux, Florian, and Dennis Kundisch. “Judgment or Choice? An Experimental Comparison of Evaluation Approaches for External Crowdvoting,” n.d."},"type":"conference_abstract","year":"2022","date_updated":"2022-10-26T10:05:24Z","_id":"33884","conference":{"location":"Copenhagen, Denmark","name":"Pre-ICIS Global Sourcing Workshop 2022"},"author":[{"id":"50293","last_name":"Laux","full_name":"Laux, Florian","first_name":"Florian"},{"full_name":"Kundisch, Dennis","first_name":"Dennis","id":"21117","last_name":"Kundisch"}],"department":[{"_id":"276"}],"status":"public","project":[{"_id":"98","grant_number":"EFRE-0801915","name":"Intelligentes Assistenzsystem zur Unterstützung der digitalen Transformation von Geschäftsmodellen"}],"date_created":"2022-10-26T10:04:29Z","publication_status":"accepted","user_id":"16205","title":"Judgment or Choice? An Experimental Comparison of Evaluation Approaches for External Crowdvoting"},{"page":"1-11","type":"journal_article","citation":{"apa":"Hoffmann, C., & Thommes, K. (2022). Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control. IEEE Transactions on Human-Machine Systems, 1–11. https://doi.org/10.1109/thms.2022.3212335","ama":"Hoffmann C, Thommes K. Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control. IEEE Transactions on Human-Machine Systems. Published online 2022:1-11. doi:10.1109/thms.2022.3212335","chicago":"Hoffmann, Christin, and Kirsten Thommes. “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control.” IEEE Transactions on Human-Machine Systems, 2022, 1–11. https://doi.org/10.1109/thms.2022.3212335.","bibtex":"@article{Hoffmann_Thommes_2022, title={Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control}, DOI={10.1109/thms.2022.3212335}, journal={IEEE Transactions on Human-Machine Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Hoffmann, Christin and Thommes, Kirsten}, year={2022}, pages={1–11} }","mla":"Hoffmann, Christin, and Kirsten Thommes. “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control.” IEEE Transactions on Human-Machine Systems, Institute of Electrical and Electronics Engineers (IEEE), 2022, pp. 1–11, doi:10.1109/thms.2022.3212335.","short":"C. Hoffmann, K. Thommes, IEEE Transactions on Human-Machine Systems (2022) 1–11.","ieee":"C. Hoffmann and K. Thommes, “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control,” IEEE Transactions on Human-Machine Systems, pp. 1–11, 2022, doi: 10.1109/thms.2022.3212335."},"year":"2022","language":[{"iso":"eng"}],"_id":"34046","date_updated":"2023-01-09T14:05:54Z","doi":"10.1109/thms.2022.3212335","department":[{"_id":"178"},{"_id":"184"}],"publication":"IEEE Transactions on Human-Machine Systems","keyword":["Artificial Intelligence","Computer Networks and Communications","Computer Science Applications","Human-Computer Interaction","Signal Processing","Control and Systems Engineering","Human Factors and Ergonomics"],"author":[{"first_name":"Christin","full_name":"Hoffmann, Christin","last_name":"Hoffmann"},{"last_name":"Thommes","id":"72497","first_name":"Kirsten","full_name":"Thommes, Kirsten"}],"quality_controlled":"1","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","publication_identifier":{"issn":["2168-2291","2168-2305"]},"publication_status":"published","date_created":"2022-11-10T07:49:01Z","status":"public","title":"Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers' Use of Cruise Control","user_id":"72497"},{"publication_identifier":{"issn":["2158-656X","2158-6578"]},"publication_status":"published","department":[{"_id":"195"},{"_id":"196"}],"title":"Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal","language":[{"iso":"eng"}],"doi":"10.1145/3567430","date_updated":"2023-01-10T05:20:18Z","status":"public","date_created":"2023-01-10T05:16:02Z","author":[{"full_name":"Kucklick, Jan-Peter","first_name":"Jan-Peter","id":"77066","last_name":"Kucklick"},{"first_name":"Oliver","full_name":"Müller, Oliver","last_name":"Müller","id":"72849"}],"publisher":"Association for Computing Machinery (ACM)","publication":"ACM Transactions on Management Information Systems","keyword":["Interpretability","Convolutional Neural Network","Accuracy-Interpretability Trade-Of","Real Estate Appraisal","Hedonic Pricing","Grad-Ram"],"user_id":"77066","article_type":"original","abstract":[{"text":"Deep learning models fuel many modern decision support systems, because they typically provide high predictive performance. Among other domains, deep learning is used in real-estate appraisal, where it allows to extend the analysis from hard facts only (e.g., size, age) to also consider more implicit information about the location or appearance of houses in the form of image data. However, one downside of deep learning models is their intransparent mechanic of decision making, which leads to a trade-off between accuracy and interpretability. This limits their applicability for tasks where a justification of the decision is necessary. Therefore, in this paper, we first combine different perspectives on interpretability into a multi-dimensional framework for a socio-technical perspective on explainable artificial intelligence. Second, we measure the performance gains of using multi-view deep learning which leverages additional image data (satellite images) for real estate appraisal. Third, we propose and test a novel post-hoc explainability method called Grad-Ram. This modified version of Grad-Cam mitigates the intransparency of convolutional neural networks (CNNs) for predicting continuous outcome variables. With this, we try to reduce the accuracy-interpretability trade-off of multi-view deep learning models. Our proposed network architecture outperforms traditional hedonic regression models by 34% in terms of MAE. Furthermore, we find that the used satellite images are the second most important predictor after square feet in our model and that the network learns interpretable patterns about the neighborhood structure and density.","lang":"eng"}],"type":"journal_article","citation":{"mla":"Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” ACM Transactions on Management Information Systems, Association for Computing Machinery (ACM), 2022, doi:10.1145/3567430.","bibtex":"@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={10.1145/3567430}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }","ama":"Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. Published online 2022. doi:10.1145/3567430","apa":"Kucklick, J.-P., & Müller, O. (2022). Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. https://doi.org/10.1145/3567430","chicago":"Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” ACM Transactions on Management Information Systems, 2022. https://doi.org/10.1145/3567430.","ieee":"J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,” ACM Transactions on Management Information Systems, 2022, doi: 10.1145/3567430.","short":"J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022)."},"year":"2022","main_file_link":[{"url":"https://dl.acm.org/doi/pdf/10.1145/3567430"}],"_id":"35620"},{"main_file_link":[{"url":"https://www.tandfonline.com/doi/full/10.1080/00036846.2022.2078780"}],"page":"6687-6702","year":"2022","type":"journal_article","citation":{"apa":"Tawiah, B. B. (2022). Does education have an impact on patience and risk willingness? Applied Economics, 54(58), 6687–6702. https://doi.org/10.1080/00036846.2022.2078780","ama":"Tawiah BB. Does education have an impact on patience and risk willingness? Applied Economics. 2022;54(58):6687-6702. doi:10.1080/00036846.2022.2078780","chicago":"Tawiah, Beatrice Baaba. “Does Education Have an Impact on Patience and Risk Willingness?” Applied Economics 54, no. 58 (2022): 6687–6702. https://doi.org/10.1080/00036846.2022.2078780.","mla":"Tawiah, Beatrice Baaba. “Does Education Have an Impact on Patience and Risk Willingness?” Applied Economics, vol. 54, no. 58, 2022, pp. 6687–702, doi:10.1080/00036846.2022.2078780.","bibtex":"@article{Tawiah_2022, title={Does education have an impact on patience and risk willingness?}, volume={54}, DOI={10.1080/00036846.2022.2078780}, number={58}, journal={Applied Economics}, author={Tawiah, Beatrice Baaba}, year={2022}, pages={6687–6702} }","short":"B.B. Tawiah, Applied Economics 54 (2022) 6687–6702.","ieee":"B. B. Tawiah, “Does education have an impact on patience and risk willingness?,” Applied Economics, vol. 54, no. 58, pp. 6687–6702, 2022, doi: 10.1080/00036846.2022.2078780."},"language":[{"iso":"eng"}],"_id":"35647","date_updated":"2023-01-10T08:15:30Z","intvolume":" 54","doi":"10.1080/00036846.2022.2078780","issue":"58","publication":"Applied Economics","department":[{"_id":"281"}],"quality_controlled":"1","author":[{"id":"70577","last_name":"Tawiah","full_name":"Tawiah, Beatrice Baaba","first_name":"Beatrice Baaba"}],"volume":54,"date_created":"2023-01-10T08:14:43Z","status":"public","title":"Does education have an impact on patience and risk willingness?","user_id":"53779"},{"title":"Green Deals Gain Steam ","user_id":"26589","status":"public","date_created":"2023-01-10T09:26:24Z","author":[{"last_name":"Kengelbach","full_name":"Kengelbach, Jens","first_name":"Jens"},{"last_name":"Keienburg","full_name":"Keienburg, Georg","first_name":"Georg"},{"last_name":"Söllner","first_name":"Tobias","full_name":"Söllner, Tobias"},{"last_name":"Wang","full_name":"Wang, Yiran","first_name":"Yiran"},{"full_name":"Sievers, Sönke","first_name":"Sönke","id":"46447","last_name":"Sievers"},{"full_name":"Friedmann, Daniel","first_name":"Daniel","last_name":"Friedmann"},{"full_name":"Nielsen, Jesper","first_name":"Jesper","last_name":"Nielsen"}],"department":[{"_id":"275"}],"publication":"BCG M&A Report 2022","date_updated":"2023-01-10T09:31:54Z","_id":"35719","year":"2022","type":"journal_article","citation":{"bibtex":"@article{Kengelbach_Keienburg_Söllner_Wang_Sievers_Friedmann_Nielsen_2022, title={Green Deals Gain Steam }, journal={BCG M&A Report 2022}, author={Kengelbach, Jens and Keienburg, Georg and Söllner, Tobias and Wang, Yiran and Sievers, Sönke and Friedmann, Daniel and Nielsen, Jesper}, year={2022} }","mla":"Kengelbach, Jens, et al. “Green Deals Gain Steam .” BCG M&A Report 2022, 2022.","apa":"Kengelbach, J., Keienburg, G., Söllner, T., Wang, Y., Sievers, S., Friedmann, D., & Nielsen, J. (2022). Green Deals Gain Steam . BCG M&A Report 2022.","ama":"Kengelbach J, Keienburg G, Söllner T, et al. Green Deals Gain Steam . BCG M&A Report 2022. Published online 2022.","chicago":"Kengelbach, Jens, Georg Keienburg, Tobias Söllner, Yiran Wang, Sönke Sievers, Daniel Friedmann, and Jesper Nielsen. “Green Deals Gain Steam .” BCG M&A Report 2022, 2022.","ieee":"J. Kengelbach et al., “Green Deals Gain Steam ,” BCG M&A Report 2022, 2022.","short":"J. Kengelbach, G. Keienburg, T. Söllner, Y. Wang, S. Sievers, D. Friedmann, J. Nielsen, BCG M&A Report 2022 (2022)."},"language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"type":"journal_article","year":"2022","citation":{"short":"J. Kengelbach, D. Friedman, G. Keienburg, D. Degen, T. Söllner, Y. Wang, S. Sievers, BCG M&A Report 2022 (2022).","ieee":"J. Kengelbach et al., “Do Green Deals Create Value? ,” BCG M&A Report 2022, 2022.","chicago":"Kengelbach, Jens, Daniel Friedman, Georg Keienburg, Dominik Degen, Tobias Söllner, Yiran Wang, and Sönke Sievers. “Do Green Deals Create Value? .” BCG M&A Report 2022, 2022.","apa":"Kengelbach, J., Friedman, D., Keienburg, G., Degen, D., Söllner, T., Wang, Y., & Sievers, S. (2022). Do Green Deals Create Value? . BCG M&A Report 2022.","ama":"Kengelbach J, Friedman D, Keienburg G, et al. Do Green Deals Create Value? . BCG M&A Report 2022. Published online 2022.","mla":"Kengelbach, Jens, et al. “Do Green Deals Create Value? .” BCG M&A Report 2022, 2022.","bibtex":"@article{Kengelbach_Friedman_Keienburg_Degen_Söllner_Wang_Sievers_2022, title={Do Green Deals Create Value? }, journal={BCG M&A Report 2022}, author={Kengelbach, Jens and Friedman, Daniel and Keienburg, Georg and Degen, Dominik and Söllner, Tobias and Wang, Yiran and Sievers, Sönke}, year={2022} }"},"date_updated":"2023-01-10T09:35:26Z","_id":"35722","date_created":"2023-01-10T09:33:26Z","status":"public","department":[{"_id":"275"}],"publication":"BCG M&A Report 2022","author":[{"first_name":"Jens","full_name":"Kengelbach, Jens","last_name":"Kengelbach"},{"last_name":"Friedman","full_name":"Friedman, Daniel","first_name":"Daniel"},{"first_name":"Georg","full_name":"Keienburg, Georg","last_name":"Keienburg"},{"last_name":"Degen","first_name":"Dominik","full_name":"Degen, Dominik"},{"last_name":"Söllner","full_name":"Söllner, Tobias","first_name":"Tobias"},{"first_name":"Yiran","full_name":"Wang, Yiran","last_name":"Wang"},{"full_name":"Sievers, Sönke","first_name":"Sönke","id":"46447","last_name":"Sievers"}],"user_id":"26589","title":"Do Green Deals Create Value? "},{"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","language":[{"iso":"eng"}],"date_updated":"2023-01-10T09:53:39Z","doi":"10.1007/s12525-022-00553-z","publisher":"Springer Science and Business Media LLC","author":[{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"},{"first_name":"Thomas","full_name":"Hess, Thomas","last_name":"Hess"},{"last_name":"Köster","full_name":"Köster, Antonia","first_name":"Antonia"},{"first_name":"Christiane","full_name":"Lehrer, Christiane","last_name":"Lehrer"}],"publication":"Electronic Markets","keyword":["Management of Technology and Innovation","Marketing","Computer Science Applications","Economics and Econometrics","Business and International Management"],"status":"public","date_created":"2023-01-10T09:52:01Z","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","citation":{"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","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.","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."},"type":"journal_article","year":"2022","page":"493-501","intvolume":" 32","_id":"35728","issue":"2"},{"publication_status":"published","publication_identifier":{"issn":["1019-6781","1422-8890"]},"department":[{"_id":"526"}],"title":"Systematizing the lexicon of platforms in information systems: a data-driven study","language":[{"iso":"eng"}],"doi":"10.1007/s12525-022-00530-6","date_updated":"2023-01-10T10:02:07Z","date_created":"2023-01-10T10:00:55Z","status":"public","volume":32,"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":[{"first_name":"Christian","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer","id":"49160"},{"full_name":"zur Heiden, Philipp","first_name":"Philipp","id":"64394","last_name":"zur Heiden"},{"last_name":"Lüttenberg","first_name":"Hedda","full_name":"Lüttenberg, Hedda"},{"id":"59677","last_name":"Beverungen","full_name":"Beverungen, Daniel","first_name":"Daniel"}],"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"}],"page":"375-396","year":"2022","type":"journal_article","citation":{"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.","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","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.","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.","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} }"},"issue":"1","intvolume":" 32","_id":"35732"},{"issue":"5","intvolume":" 64","_id":"35741","page":"669-687","year":"2022","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.","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.","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} }","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."},"type":"journal_article","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","publication":"Business & Information Systems Engineering","keyword":["Information Systems"],"author":[{"last_name":"Röglinger","first_name":"Maximilian","full_name":"Röglinger, Maximilian"},{"last_name":"Plattfaut","full_name":"Plattfaut, Ralf","first_name":"Ralf"},{"last_name":"Borghoff","full_name":"Borghoff, Vincent","first_name":"Vincent"},{"last_name":"Kerpedzhiev","full_name":"Kerpedzhiev, Georgi","first_name":"Georgi"},{"first_name":"Jörg","full_name":"Becker, Jörg","last_name":"Becker"},{"last_name":"Beverungen","id":"59677","first_name":"Daniel","full_name":"Beverungen, Daniel"},{"full_name":"vom Brocke, Jan","first_name":"Jan","last_name":"vom Brocke"},{"last_name":"Van Looy","first_name":"Amy","full_name":"Van Looy, Amy"},{"first_name":"Adela","full_name":"del-Río-Ortega, Adela","last_name":"del-Río-Ortega"},{"first_name":"Stefanie","full_name":"Rinderle-Ma, Stefanie","last_name":"Rinderle-Ma"},{"last_name":"Rosemann","first_name":"Michael","full_name":"Rosemann, Michael"},{"last_name":"Santoro","full_name":"Santoro, Flavia Maria","first_name":"Flavia Maria"},{"last_name":"Trkman","full_name":"Trkman, Peter","first_name":"Peter"}],"publisher":"Springer Science and Business Media LLC","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"}]}]