--- _id: '4681' author: - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: M. full_name: Fay, M. last_name: Fay - first_name: J. full_name: vom Brocke, J. last_name: vom Brocke citation: ama: 'Müller O, Fay M, vom Brocke J. The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics. Journal of Management Information Systems. 2018;(2):488--509. doi:10.1080/07421222.2018.1451955' apa: 'Müller, O., Fay, M., & vom Brocke, J. (2018). The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics. Journal of Management Information Systems, (2), 488--509. https://doi.org/10.1080/07421222.2018.1451955' bibtex: '@article{Müller_Fay_vom Brocke_2018, title={The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics}, DOI={10.1080/07421222.2018.1451955}, number={2}, journal={Journal of Management Information Systems}, author={Müller, Oliver and Fay, M. and vom Brocke, J.}, year={2018}, pages={488--509} }' chicago: 'Müller, Oliver, M. Fay, and J. vom Brocke. “The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics.” Journal of Management Information Systems, no. 2 (2018): 488--509. https://doi.org/10.1080/07421222.2018.1451955.' ieee: 'O. Müller, M. Fay, and J. vom Brocke, “The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics,” Journal of Management Information Systems, no. 2, pp. 488--509, 2018.' mla: 'Müller, Oliver, et al. “The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics.” Journal of Management Information Systems, no. 2, 2018, pp. 488--509, doi:10.1080/07421222.2018.1451955.' short: O. Müller, M. Fay, J. vom Brocke, Journal of Management Information Systems (2018) 488--509. date_created: 2018-10-12T08:24:14Z date_updated: 2022-01-06T07:01:18Z doi: 10.1080/07421222.2018.1451955 extern: '1' issue: '2' language: - iso: eng page: 488--509 publication: Journal of Management Information Systems publication_identifier: issn: - 1557928X status: public title: 'The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics' type: journal_article user_id: '72849' year: '2018' ... --- _id: '17094' abstract: - lang: eng text: In reaction to the productivity challenges that hospitals around the world have faced, some hospitals have begun to move towards a process-oriented organization of care in order to enhance productivity. Existing research on process-oriented organization emphasizes severe challenges along the implementation process. However, the literature contains only a small number of documented cases of hospital-wide process-oriented reorganization. Against this background, in this case study, we explain how hospitals can successfully implement organization-wide process orientation. To do so, we conducted an exploratory single case study with semi-structured, face-to-face interviews and document analyses as our primary data-collection methods. We developed a theoretical framework of antecedents, interventions, enablers, barriers, and consequences that explain the trajectory of this successful hospital-reorganization project. We contribute a substantive theory on which other researchers can build and can extend in future studies. Further, in analyzing our unique case, we identify factors that the extant literature has not yet discussed, such as the blackboxing of diagnosis and treatment activities as an enabler. In line with existing literature, we also found that, even in this case, inflexible healthcare IT represented a barrier that hindered the case study in implementing process orientation. author: - first_name: Reima full_name: Suomi, Reima last_name: Suomi - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke citation: ama: 'Suomi R, Müller O, vom Brocke J. Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital. Journal of Information Technology Theory and Application. 2018;19(4):3.' apa: 'Suomi, R., Müller, O., & vom Brocke, J. (2018). Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital. Journal of Information Technology Theory and Application, 19(4), 3.' bibtex: '@article{Suomi_Müller_vom Brocke_2018, title={Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital}, volume={19}, number={4}, journal={Journal of Information Technology Theory and Application}, author={Suomi, Reima and Müller, Oliver and vom Brocke, Jan}, year={2018}, pages={3} }' chicago: 'Suomi, Reima, Oliver Müller, and Jan vom Brocke. “Hospital-Wide Process-Oriented Organization of Care: The Case of Turku University Central Hospital.” Journal of Information Technology Theory and Application 19, no. 4 (2018): 3.' ieee: 'R. Suomi, O. Müller, and J. vom Brocke, “Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital,” Journal of Information Technology Theory and Application, vol. 19, no. 4, p. 3, 2018.' mla: 'Suomi, Reima, et al. “Hospital-Wide Process-Oriented Organization of Care: The Case of Turku University Central Hospital.” Journal of Information Technology Theory and Application, vol. 19, no. 4, 2018, p. 3.' short: R. Suomi, O. Müller, J. vom Brocke, Journal of Information Technology Theory and Application 19 (2018) 3. date_created: 2020-06-17T09:30:22Z date_updated: 2022-08-17T07:21:21Z department: - _id: '196' extern: '1' intvolume: ' 19' issue: '4' language: - iso: eng main_file_link: - url: https://aisel.aisnet.org/jitta/vol19/iss4/3/ page: '3' publication: Journal of Information Technology Theory and Application publication_identifier: issn: - 1532-3416 status: public title: 'Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital' type: journal_article user_id: '72849' volume: 19 year: '2018' ... --- _id: '17099' abstract: - lang: eng text: Data-driven decision making (DDD) refers to organizational decision-making practices that emphasize the use of data and statistical analysis instead of relying on human judgment only. Various empirical studies provide evidence for the value of DDD, both on individual decision maker level and the organizational level. Yet, the path from data to value is not always an easy one and various organizational and psychological factors mediate and moderate the translation of data-driven insights into better decisions and, subsequently, effective business actions. The current body of academic literature on DDD lacks prescriptive knowledge on how to successfully employ DDD in complex organizational settings. Against this background, this paper reports on an action design research study aimed at designing and implementing IT artifacts for DDD at one of the largest ship engine manufacturers in the world. Our main contribution is a set of design principles highlighting, besides decision quality, the importance of model comprehensibility, domain knowledge, and actionability of results. author: - first_name: Tiemo full_name: Thiess, Tiemo last_name: Thiess - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller citation: ama: 'Thiess T, Müller O. Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry. In: European Conference on Information Systems. ; 2018.' apa: Thiess, T., & Müller, O. (2018). Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry. European Conference on Information Systems. bibtex: '@inproceedings{Thiess_Müller_2018, title={Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry}, booktitle={European Conference on Information Systems}, author={Thiess, Tiemo and Müller, Oliver}, year={2018} }' chicago: Thiess, Tiemo, and Oliver Müller. “Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry.” In European Conference on Information Systems, 2018. ieee: T. Thiess and O. Müller, “Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry,” 2018. mla: Thiess, Tiemo, and Oliver Müller. “Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry.” European Conference on Information Systems, 2018. short: 'T. Thiess, O. Müller, in: European Conference on Information Systems, 2018.' date_created: 2020-06-17T10:22:44Z date_updated: 2022-08-17T07:23:01Z department: - _id: '196' extern: '1' language: - iso: eng main_file_link: - url: https://aisel.aisnet.org/ecis2018_rp/144/ publication: European Conference on Information Systems status: public title: Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry type: conference user_id: '72849' year: '2018' ... --- _id: '17098' abstract: - lang: eng text: Augmented Reality (AR) based teaching and learning has evolved rapidly over the past years. Re-searchers have shown that AR has the potential to deliver persuasive learning experiences in for-mal teaching (e.g., in classrooms) and in informal learning environments (e.g., museums). Howev-er, comparatively little extant research is firmly grounded in learning theories and applies rigor-ous empirical methods to evaluate the effect of AR on learning performance. In order to build a cumulative body of knowledge on AR-based instructional design and its effectiveness, it is neces-sary to consolidate both the theoretical foundations of and empirical evidence for using AR for teaching and learning. Against this background we conducted a focused systematic literature re-view on theoretical and empirical foundations of AR in education. We identify theory-based de-sign elements and empirical measures for developing and applying AR teaching and learning ap-plications and consolidate them in a design framework. author: - first_name: Peter full_name: Sommerauer, Peter last_name: Sommerauer - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller citation: ama: 'Sommerauer P, Müller O. Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations. In: European Conference on Information Systems. ; 2018.' apa: Sommerauer, P., & Müller, O. (2018). Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations. European Conference on Information Systems. bibtex: '@inproceedings{Sommerauer_Müller_2018, title={Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations}, booktitle={European Conference on Information Systems}, author={Sommerauer, Peter and Müller, Oliver}, year={2018} }' chicago: Sommerauer, Peter, and Oliver Müller. “Augmented Reality for Teaching and Learning - A Literature Review on Theoretical and Empirical Foundations.” In European Conference on Information Systems, 2018. ieee: P. Sommerauer and O. Müller, “Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations,” 2018. mla: Sommerauer, Peter, and Oliver Müller. “Augmented Reality for Teaching and Learning - A Literature Review on Theoretical and Empirical Foundations.” European Conference on Information Systems, 2018. short: 'P. Sommerauer, O. Müller, in: European Conference on Information Systems, 2018.' date_created: 2020-06-17T10:18:03Z date_updated: 2022-08-17T07:22:32Z department: - _id: '196' extern: '1' language: - iso: eng main_file_link: - url: https://aisel.aisnet.org/ecis2018_rp/31/ publication: European Conference on Information Systems status: public title: Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations type: conference user_id: '72849' year: '2018' ... --- _id: '17097' abstract: - lang: eng text: Emotions spread through online and offline social networks and subsequently influence individuals’ decisions and behaviours. Empirical studies on emotional contagion are almost non-existent in infor-mation systems research, leaving a gap in understanding how individuals are affected by emotions ex-pressed in online sources. Online newspaper articles and the associated readers’ comments provide a rich and mostly unfiltered data source that is utilized in this work to identify emotional contagion effects between newspaper publishers and its readers. By applying lexicon-based sentiment analysis and multi-level linear regression models to 1,151 online newspaper articles and 28,948 associated readers' com-ments, we model the relationships between sentiments in newspaper articles and comments. The results provide empirical support for emotional contagion effects between emotions expressed in online news-paper articles and emotions expressed in readers' comments. Linguistic, psychological and methodo-logical limitations are considered and discussed. author: - first_name: Kevin full_name: Bösch, Kevin last_name: Bösch - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Johannes full_name: Schneider, Johannes last_name: Schneider citation: ama: 'Bösch K, Müller O, Schneider J. Emotional contagion through online newspapers. In: European Conference on Information Systems. ; 2018.' apa: Bösch, K., Müller, O., & Schneider, J. (2018). Emotional contagion through online newspapers. European Conference on Information Systems. bibtex: '@inproceedings{Bösch_Müller_Schneider_2018, title={Emotional contagion through online newspapers}, booktitle={European Conference on Information Systems}, author={Bösch, Kevin and Müller, Oliver and Schneider, Johannes}, year={2018} }' chicago: Bösch, Kevin, Oliver Müller, and Johannes Schneider. “Emotional Contagion through Online Newspapers.” In European Conference on Information Systems, 2018. ieee: K. Bösch, O. Müller, and J. Schneider, “Emotional contagion through online newspapers,” 2018. mla: Bösch, Kevin, et al. “Emotional Contagion through Online Newspapers.” European Conference on Information Systems, 2018. short: 'K. Bösch, O. Müller, J. Schneider, in: European Conference on Information Systems, 2018.' date_created: 2020-06-17T10:11:52Z date_updated: 2022-08-17T07:21:53Z department: - _id: '196' extern: '1' language: - iso: eng main_file_link: - url: https://aisel.aisnet.org/ecis2018_rp/171/ publication: European Conference on Information Systems status: public title: Emotional contagion through online newspapers type: conference user_id: '72849' year: '2018' ... --- _id: '4683' author: - first_name: Roope full_name: Jaakonmäki, Roope last_name: Jaakonmäki - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke citation: ama: 'Jaakonmäki R, Müller O, vom Brocke J. The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing. In: Hawaii International Conference on System Sciences. ; 2017. doi:10.24251/HICSS.2017.136' apa: Jaakonmäki, R., Müller, O., & vom Brocke, J. (2017). The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing. In Hawaii International Conference on System Sciences. https://doi.org/10.24251/HICSS.2017.136 bibtex: '@inproceedings{Jaakonmäki_Müller_vom Brocke_2017, title={The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing}, DOI={10.24251/HICSS.2017.136}, booktitle={Hawaii International Conference on System Sciences}, author={Jaakonmäki, Roope and Müller, Oliver and vom Brocke, Jan}, year={2017} }' chicago: Jaakonmäki, Roope, Oliver Müller, and Jan vom Brocke. “The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing.” In Hawaii International Conference on System Sciences, 2017. https://doi.org/10.24251/HICSS.2017.136. ieee: R. Jaakonmäki, O. Müller, and J. vom Brocke, “The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing,” in Hawaii International Conference on System Sciences, 2017. mla: Jaakonmäki, Roope, et al. “The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing.” Hawaii International Conference on System Sciences, 2017, doi:10.24251/HICSS.2017.136. short: 'R. Jaakonmäki, O. Müller, J. vom Brocke, in: Hawaii International Conference on System Sciences, 2017.' date_created: 2018-10-12T08:24:34Z date_updated: 2022-01-06T07:01:18Z doi: 10.24251/HICSS.2017.136 extern: '1' language: - iso: eng publication: Hawaii International Conference on System Sciences publication_identifier: isbn: - 978-0-9981331-0-2 status: public title: The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing type: conference user_id: '72849' year: '2017' ... --- _id: '4687' author: - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Alexander full_name: Simons, Alexander last_name: Simons - first_name: Markus full_name: Weinmann, Markus last_name: Weinmann citation: ama: 'Müller O, Simons A, Weinmann M. Beyond crowd judgments: Data-driven estimation of market value in association football. European Journal of Operational Research. 2017;(2):611--624. doi:10.1016/j.ejor.2017.05.005' apa: 'Müller, O., Simons, A., & Weinmann, M. (2017). Beyond crowd judgments: Data-driven estimation of market value in association football. European Journal of Operational Research, (2), 611--624. https://doi.org/10.1016/j.ejor.2017.05.005' bibtex: '@article{Müller_Simons_Weinmann_2017, title={Beyond crowd judgments: Data-driven estimation of market value in association football}, DOI={10.1016/j.ejor.2017.05.005}, number={2}, journal={European Journal of Operational Research}, author={Müller, Oliver and Simons, Alexander and Weinmann, Markus}, year={2017}, pages={611--624} }' chicago: 'Müller, Oliver, Alexander Simons, and Markus Weinmann. “Beyond Crowd Judgments: Data-Driven Estimation of Market Value in Association Football.” European Journal of Operational Research, no. 2 (2017): 611--624. https://doi.org/10.1016/j.ejor.2017.05.005.' ieee: 'O. Müller, A. Simons, and M. Weinmann, “Beyond crowd judgments: Data-driven estimation of market value in association football,” European Journal of Operational Research, no. 2, pp. 611--624, 2017.' mla: 'Müller, Oliver, et al. “Beyond Crowd Judgments: Data-Driven Estimation of Market Value in Association Football.” European Journal of Operational Research, no. 2, 2017, pp. 611--624, doi:10.1016/j.ejor.2017.05.005.' short: O. Müller, A. Simons, M. Weinmann, European Journal of Operational Research (2017) 611--624. date_created: 2018-10-12T08:28:02Z date_updated: 2022-01-06T07:01:18Z doi: 10.1016/j.ejor.2017.05.005 extern: '1' issue: '2' keyword: - Crowdsourcing - Football - Market value - OR in Sports - Soccer language: - iso: eng page: 611--624 publication: European Journal of Operational Research publication_identifier: issn: - '03772217' status: public title: 'Beyond crowd judgments: Data-driven estimation of market value in association football' type: journal_article user_id: '72849' year: '2017' ... --- _id: '17158' author: - first_name: Daniel full_name: Beverungen, Daniel id: '59677' last_name: Beverungen - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Martin full_name: Matzner, Martin last_name: Matzner - first_name: Jan full_name: Mendling, Jan last_name: Mendling - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke citation: ama: Beverungen D, Müller O, Matzner M, Mendling J, vom Brocke J. Conceptualizing smart service systems. Electronic Markets. 2017:7-18. doi:10.1007/s12525-017-0270-5 apa: Beverungen, D., Müller, O., Matzner, M., Mendling, J., & vom Brocke, J. (2017). Conceptualizing smart service systems. Electronic Markets, 7–18. https://doi.org/10.1007/s12525-017-0270-5 bibtex: '@article{Beverungen_Müller_Matzner_Mendling_vom Brocke_2017, title={Conceptualizing smart service systems}, DOI={10.1007/s12525-017-0270-5}, journal={Electronic Markets}, author={Beverungen, Daniel and Müller, Oliver and Matzner, Martin and Mendling, Jan and vom Brocke, Jan}, year={2017}, pages={7–18} }' chicago: Beverungen, Daniel, Oliver Müller, Martin Matzner, Jan Mendling, and Jan vom Brocke. “Conceptualizing Smart Service Systems.” Electronic Markets, 2017, 7–18. https://doi.org/10.1007/s12525-017-0270-5. ieee: D. Beverungen, O. Müller, M. Matzner, J. Mendling, and J. vom Brocke, “Conceptualizing smart service systems,” Electronic Markets, pp. 7–18, 2017. mla: Beverungen, Daniel, et al. “Conceptualizing Smart Service Systems.” Electronic Markets, 2017, pp. 7–18, doi:10.1007/s12525-017-0270-5. short: D. Beverungen, O. Müller, M. Matzner, J. Mendling, J. vom Brocke, Electronic Markets (2017) 7–18. date_created: 2020-06-24T10:49:48Z date_updated: 2022-01-06T06:53:05Z department: - _id: '526' doi: 10.1007/s12525-017-0270-5 language: - iso: eng page: 7-18 publication: Electronic Markets publication_identifier: issn: - 1019-6781 - 1422-8890 publication_status: published status: public title: Conceptualizing smart service systems type: journal_article user_id: '21671' year: '2017' ... --- _id: '2856' abstract: - lang: eng text: Taxi ridesharing1 (TRS) is an advanced form of urban transportation that matches separate ride requests with similar spatio-temporal characteristics to a jointly used taxi. As collaborative consumption, TRS saves customers money, enables taxi companies to economize use of their resources, and lowers greenhouse gas emissions. We develop a one-to-one TRS approach that matches rides with similar start and end points. We evaluate our approach by analyzing an open dataset of > 5 million taxi trajectories in New York City. Our empirical analysis reveals that the proposed approach matches up to 48.34% of all taxi rides, saving 2,892,036 km of travel distance, 231,362.89 l of gas, and 532,134.64 kg of CO2 emissions per week. Compared to many-to-many TRS approaches, our approach is competitive, simpler to implement and operate, and poses less rigid assumptions on data availability and customer acceptance. article_type: original author: - first_name: Benjamin full_name: Barann, Benjamin last_name: Barann - first_name: Daniel full_name: Beverungen, Daniel id: '59677' last_name: Beverungen - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller citation: ama: Barann B, Beverungen D, Müller O. An open-data approach for quantifying the potential of taxi ridesharing. Decision Support Systems. 2017;99(July 2017):86-95. doi:10.1016/j.dss.2017.05.008 apa: Barann, B., Beverungen, D., & Müller, O. (2017). An open-data approach for quantifying the potential of taxi ridesharing. Decision Support Systems, 99(July 2017), 86–95. https://doi.org/10.1016/j.dss.2017.05.008 bibtex: '@article{Barann_Beverungen_Müller_2017, title={An open-data approach for quantifying the potential of taxi ridesharing}, volume={99}, DOI={10.1016/j.dss.2017.05.008}, number={July 2017}, journal={Decision Support Systems}, publisher={Elsevier}, author={Barann, Benjamin and Beverungen, Daniel and Müller, Oliver}, year={2017}, pages={86–95} }' chicago: 'Barann, Benjamin, Daniel Beverungen, and Oliver Müller. “An Open-Data Approach for Quantifying the Potential of Taxi Ridesharing.” Decision Support Systems 99, no. July 2017 (2017): 86–95. https://doi.org/10.1016/j.dss.2017.05.008.' ieee: 'B. Barann, D. Beverungen, and O. Müller, “An open-data approach for quantifying the potential of taxi ridesharing,” Decision Support Systems, vol. 99, no. July 2017, pp. 86–95, 2017, doi: 10.1016/j.dss.2017.05.008.' mla: Barann, Benjamin, et al. “An Open-Data Approach for Quantifying the Potential of Taxi Ridesharing.” Decision Support Systems, vol. 99, no. July 2017, Elsevier, 2017, pp. 86–95, doi:10.1016/j.dss.2017.05.008. short: B. Barann, D. Beverungen, O. Müller, Decision Support Systems 99 (2017) 86–95. date_created: 2018-05-24T08:48:58Z date_updated: 2024-04-18T12:59:57Z department: - _id: '526' doi: 10.1016/j.dss.2017.05.008 intvolume: ' 99' issue: July 2017 keyword: - Taxi ridesharing Collaborative consumption Transportation Open data Sustainability Shared mobility language: - iso: eng page: 86-95 publication: Decision Support Systems publication_status: published publisher: Elsevier quality_controlled: '1' status: public title: An open-data approach for quantifying the potential of taxi ridesharing type: journal_article user_id: '59677' volume: 99 year: '2017' ... --- _id: '4689' author: - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Iris full_name: Junglas, Iris last_name: Junglas - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke - first_name: Stefan full_name: Debortoli, Stefan last_name: Debortoli citation: ama: 'Müller O, Junglas I, vom Brocke J, Debortoli S. Utilizing big data analytics for information systems research: Challenges, promises and guidelines. European Journal of Information Systems. 2016;(4):289--302. doi:10.1057/ejis.2016.2' apa: 'Müller, O., Junglas, I., vom Brocke, J., & Debortoli, S. (2016). Utilizing big data analytics for information systems research: Challenges, promises and guidelines. European Journal of Information Systems, (4), 289--302. https://doi.org/10.1057/ejis.2016.2' bibtex: '@article{Müller_Junglas_vom Brocke_Debortoli_2016, title={Utilizing big data analytics for information systems research: Challenges, promises and guidelines}, DOI={10.1057/ejis.2016.2}, number={4}, journal={European Journal of Information Systems}, author={Müller, Oliver and Junglas, Iris and vom Brocke, Jan and Debortoli, Stefan}, year={2016}, pages={289--302} }' chicago: 'Müller, Oliver, Iris Junglas, Jan vom Brocke, and Stefan Debortoli. “Utilizing Big Data Analytics for Information Systems Research: Challenges, Promises and Guidelines.” European Journal of Information Systems, no. 4 (2016): 289--302. https://doi.org/10.1057/ejis.2016.2.' ieee: 'O. Müller, I. Junglas, J. vom Brocke, and S. Debortoli, “Utilizing big data analytics for information systems research: Challenges, promises and guidelines,” European Journal of Information Systems, no. 4, pp. 289--302, 2016.' mla: 'Müller, Oliver, et al. “Utilizing Big Data Analytics for Information Systems Research: Challenges, Promises and Guidelines.” European Journal of Information Systems, no. 4, 2016, pp. 289--302, doi:10.1057/ejis.2016.2.' short: O. Müller, I. Junglas, J. vom Brocke, S. Debortoli, European Journal of Information Systems (2016) 289--302. date_created: 2018-10-12T08:29:46Z date_updated: 2022-01-06T07:01:18Z doi: 10.1057/ejis.2016.2 extern: '1' issue: '4' keyword: - analytics - big data - data source - information systems research - methodology language: - iso: eng page: 289--302 publication: European Journal of Information Systems publication_identifier: isbn: - 0960-085X issn: - '14769344' status: public title: 'Utilizing big data analytics for information systems research: Challenges, promises and guidelines' type: journal_article user_id: '72849' year: '2016' ... --- _id: '4690' author: - first_name: Elena full_name: Gorbacheva, Elena last_name: Gorbacheva - first_name: Armin full_name: Stein, Armin last_name: Stein - first_name: Theresa full_name: Schmiedel, Theresa last_name: Schmiedel - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller citation: ama: Gorbacheva E, Stein A, Schmiedel T, Müller O. The Role of Gender in Business Process Management Competence Supply. Business and Information Systems Engineering. 2016;(3):213--231. doi:10.1007/s12599-016-0428-2 apa: Gorbacheva, E., Stein, A., Schmiedel, T., & Müller, O. (2016). The Role of Gender in Business Process Management Competence Supply. Business and Information Systems Engineering, (3), 213--231. https://doi.org/10.1007/s12599-016-0428-2 bibtex: '@article{Gorbacheva_Stein_Schmiedel_Müller_2016, title={The Role of Gender in Business Process Management Competence Supply}, DOI={10.1007/s12599-016-0428-2}, number={3}, journal={Business and Information Systems Engineering}, author={Gorbacheva, Elena and Stein, Armin and Schmiedel, Theresa and Müller, Oliver}, year={2016}, pages={213--231} }' chicago: 'Gorbacheva, Elena, Armin Stein, Theresa Schmiedel, and Oliver Müller. “The Role of Gender in Business Process Management Competence Supply.” Business and Information Systems Engineering, no. 3 (2016): 213--231. https://doi.org/10.1007/s12599-016-0428-2.' ieee: E. Gorbacheva, A. Stein, T. Schmiedel, and O. Müller, “The Role of Gender in Business Process Management Competence Supply,” Business and Information Systems Engineering, no. 3, pp. 213--231, 2016. mla: Gorbacheva, Elena, et al. “The Role of Gender in Business Process Management Competence Supply.” Business and Information Systems Engineering, no. 3, 2016, pp. 213--231, doi:10.1007/s12599-016-0428-2. short: E. Gorbacheva, A. Stein, T. Schmiedel, O. Müller, Business and Information Systems Engineering (2016) 213--231. date_created: 2018-10-12T08:29:58Z date_updated: 2022-01-06T07:01:18Z doi: 10.1007/s12599-016-0428-2 extern: '1' issue: '3' keyword: - BPM workforce - Business process management - Competences - Gender diversity - Latent semantic analysis - Skills - Text mining language: - iso: eng page: 213--231 publication: Business and Information Systems Engineering publication_identifier: issn: - '18670202' status: public title: The Role of Gender in Business Process Management Competence Supply type: journal_article user_id: '72849' year: '2016' ... --- _id: '4692' author: - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Theresa full_name: Schmiedel, Theresa last_name: Schmiedel - first_name: Elena full_name: Gorbacheva, Elena last_name: Gorbacheva - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke citation: ama: 'Müller O, Schmiedel T, Gorbacheva E, vom Brocke J. Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis. Enterprise Information Systems. 2016;(1):50--80. doi:10.1080/17517575.2014.923514' apa: 'Müller, O., Schmiedel, T., Gorbacheva, E., & vom Brocke, J. (2016). Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis. Enterprise Information Systems, (1), 50--80. https://doi.org/10.1080/17517575.2014.923514' bibtex: '@article{Müller_Schmiedel_Gorbacheva_vom Brocke_2016, title={Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis}, DOI={10.1080/17517575.2014.923514}, number={1}, journal={Enterprise Information Systems}, author={Müller, Oliver and Schmiedel, Theresa and Gorbacheva, Elena and vom Brocke, Jan}, year={2016}, pages={50--80} }' chicago: 'Müller, Oliver, Theresa Schmiedel, Elena Gorbacheva, and Jan vom Brocke. “Towards a Typology of Business Process Management Professionals: Identifying Patterns of Competences through Latent Semantic Analysis.” Enterprise Information Systems, no. 1 (2016): 50--80. https://doi.org/10.1080/17517575.2014.923514.' ieee: 'O. Müller, T. Schmiedel, E. Gorbacheva, and J. vom Brocke, “Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis,” Enterprise Information Systems, no. 1, pp. 50--80, 2016.' mla: 'Müller, Oliver, et al. “Towards a Typology of Business Process Management Professionals: Identifying Patterns of Competences through Latent Semantic Analysis.” Enterprise Information Systems, no. 1, 2016, pp. 50--80, doi:10.1080/17517575.2014.923514.' short: O. Müller, T. Schmiedel, E. Gorbacheva, J. vom Brocke, Enterprise Information Systems (2016) 50--80. date_created: 2018-10-12T08:30:10Z date_updated: 2022-01-06T07:01:18Z doi: 10.1080/17517575.2014.923514 extern: '1' issue: '1' keyword: - abilities - business process management - competences - knowledge - latent semantic analysis - professionals - skills - typology language: - iso: eng page: 50--80 publication: Enterprise Information Systems publication_identifier: issn: - '17517583' status: public title: 'Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis' type: journal_article user_id: '72849' year: '2016' ... --- _id: '4693' abstract: - lang: eng text: Deriving value from structured data is now commonplace. The value of unstructured textual data, however, remains mostly untapped and often unrecognized. This article describes the text analytics journeys of three organizations in the customer service management area. Based on their experiences, we provide four lessons that can guide other organizations as they embark on their text analytics journeys. author: - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: S. full_name: Debortoli, S. last_name: Debortoli - first_name: I. full_name: Junglas, I. last_name: Junglas - first_name: J. full_name: vom Brocke, J. last_name: vom Brocke citation: ama: Müller O, Debortoli S, Junglas I, vom Brocke J. Using text analytics to derive customer service management benefits from unstructured data. MIS Quarterly Executive. 2016;(4):243--258. apa: Müller, O., Debortoli, S., Junglas, I., & vom Brocke, J. (2016). Using text analytics to derive customer service management benefits from unstructured data. MIS Quarterly Executive, 4, 243--258. bibtex: '@article{Müller_Debortoli_Junglas_vom Brocke_2016, title={Using text analytics to derive customer service management benefits from unstructured data}, number={4}, journal={MIS Quarterly Executive}, author={Müller, Oliver and Debortoli, S. and Junglas, I. and vom Brocke, J.}, year={2016}, pages={243--258} }' chicago: 'Müller, Oliver, S. Debortoli, I. Junglas, and J. vom Brocke. “Using Text Analytics to Derive Customer Service Management Benefits from Unstructured Data.” MIS Quarterly Executive, no. 4 (2016): 243--258.' ieee: O. Müller, S. Debortoli, I. Junglas, and J. vom Brocke, “Using text analytics to derive customer service management benefits from unstructured data,” MIS Quarterly Executive, no. 4, pp. 243--258, 2016. mla: Müller, Oliver, et al. “Using Text Analytics to Derive Customer Service Management Benefits from Unstructured Data.” MIS Quarterly Executive, no. 4, 2016, pp. 243--258. short: O. Müller, S. Debortoli, I. Junglas, J. vom Brocke, MIS Quarterly Executive (2016) 243--258. date_created: 2018-10-12T08:30:16Z date_updated: 2022-08-17T07:23:53Z extern: '1' issue: '4' language: - iso: eng main_file_link: - url: https://aisel.aisnet.org/misqe/vol15/iss4/4/ page: 243--258 publication: MIS Quarterly Executive publication_identifier: issn: - '15401979' status: public title: Using text analytics to derive customer service management benefits from unstructured data type: journal_article user_id: '72849' year: '2016' ... --- _id: '17103' abstract: - lang: eng text: 'Recent growth in data volume, variety, and velocity led to an increased demand for high-performance data processing and analytics solutions. In-memory computing (IMC) enables organizations to boost their information processing capacity, and is widely acknowledged to be one of the leading strategic technologies in the field of enterprise systems. The majority of technology vendors now have IMC technologies in their portfolio, and the interest of companies in adopting such solutions in order to benefit from big data is increasing. Although there is first research on the business value of IMC in the form of case studies, there is a lack of large-scale quantitative evidence on the positive effect of such solutions on firm performance. Based on a unique panel data set of IMC adoption information and financial firm performance data for a sample of companies from the Fortune 500 list this study aims at explaining the relationship between the adoption of IMC solutions and firm performance. In this research-in-progress paper we discuss the theoretical background of our work, describe the proposed research design, and develop five hypotheses for later testing. Our work aims at contributing to the research streams on IT business value and business analytics by helping to better understand the nature of the interdependencies between IMC adoption and firm performance. ' author: - first_name: Maria full_name: Fay, Maria last_name: Fay - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke citation: ama: 'Fay M, Müller O, vom Brocke J. Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance. In: European Conference on Information Systems. ; 2016.' apa: Fay, M., Müller, O., & vom Brocke, J. (2016). Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance. European Conference on Information Systems. European Conference on Information Systems . bibtex: '@inproceedings{Fay_Müller_vom Brocke_2016, title={Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance}, booktitle={European Conference on Information Systems}, author={Fay, Maria and Müller, Oliver and vom Brocke, Jan}, year={2016} }' chicago: Fay, Maria, Oliver Müller, and Jan vom Brocke. “Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance.” In European Conference on Information Systems, 2016. ieee: M. Fay, O. Müller, and J. vom Brocke, “Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance,” presented at the European Conference on Information Systems , 2016. mla: Fay, Maria, et al. “Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance.” European Conference on Information Systems, 2016. short: 'M. Fay, O. Müller, J. vom Brocke, in: European Conference on Information Systems, 2016.' conference: name: 'European Conference on Information Systems ' date_created: 2020-06-17T11:19:27Z date_updated: 2022-08-17T07:25:08Z department: - _id: '196' extern: '1' language: - iso: eng main_file_link: - url: https://www.researchgate.net/publication/303792917_DISENTANGLING_THE_RELATIONSHIP_BETWEEN_THE_ADOPTION_OF_IN-MEMORY_COMPUTING_AND_FIRM_PERFORMANCE publication: European Conference on Information Systems status: public title: Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance type: conference user_id: '72849' year: '2016' ... --- _id: '17102' abstract: - lang: eng text: Organizational culture represents a key success factor in highly competitive environments, such as, the IT sector. Thus, IT companies need to understand what makes up a culture that fosters employee performance. While existing research typically uses self-report questionnaires to study the relation of culture and the success of companies, the validity of this approach is often discussed and researchers call for new ways of studying culture. Therefore, our research goal is to present an alternative ap-proach to culture analysis for examining which cultural factors matter to the IT workforce. Our study builds on 112,610 online reviews of Fortune 500 IT companies collected from Glassdoor, an online platform on which current and former employees can anonymously review companies and their man-agement. We perform an automated content analysis to identify cultural factors that employees em-phasize in their reviews. Through a regression analysis on numerical employee satisfaction ratings, we find that a culture of learning and performance orientation contributes to employee motivation, while a culture of assertiveness and gender inegalitarianism has a strong negative influence on em-ployees’ satisfaction in the IT workforce. Future research can apply our approach as an alternative method to quantifying culture and its impact on other variables. author: - first_name: Theresa full_name: Schmiedel, Theresa last_name: Schmiedel - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Stefan full_name: Debortoli, Stefan last_name: Debortoli - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke citation: ama: 'Schmiedel T, Müller O, Debortoli S, vom Brocke J. Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis. In: European Conference on Information Systems. ; 2016.' apa: 'Schmiedel, T., Müller, O., Debortoli, S., & vom Brocke, J. (2016). Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis. European Conference on Information Systems.' bibtex: '@inproceedings{Schmiedel_Müller_Debortoli_vom Brocke_2016, title={Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis}, booktitle={European Conference on Information Systems}, author={Schmiedel, Theresa and Müller, Oliver and Debortoli, Stefan and vom Brocke, Jan}, year={2016} }' chicago: 'Schmiedel, Theresa, Oliver Müller, Stefan Debortoli, and Jan vom Brocke. “Identifying and Quantifying Cultural Factors That Matter to the IT Workforce: An Approach Based on Automated Content Analysis.” In European Conference on Information Systems, 2016.' ieee: 'T. Schmiedel, O. Müller, S. Debortoli, and J. vom Brocke, “Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis,” 2016.' mla: 'Schmiedel, Theresa, et al. “Identifying and Quantifying Cultural Factors That Matter to the IT Workforce: An Approach Based on Automated Content Analysis.” European Conference on Information Systems, 2016.' short: 'T. Schmiedel, O. Müller, S. Debortoli, J. vom Brocke, in: European Conference on Information Systems, 2016.' date_created: 2020-06-17T11:12:33Z date_updated: 2022-08-17T07:24:18Z department: - _id: '196' extern: '1' language: - iso: eng main_file_link: - url: https://aisel.aisnet.org/ecis2016_rp/177/ publication: European Conference on Information Systems status: public title: 'Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis' type: conference user_id: '72849' year: '2016' ... --- _id: '4691' abstract: - lang: eng text: Analysts have estimated that more than 80 percent of today’s data is stored in unstructured form (e.g., text, audio, image, video)—much of it expressed in rich and ambiguous natural language. Traditionally, to analyze natural language, one has used qualitative data-analysis approaches, such as manual coding. Yet, the size of text data sets obtained from the Internet makes manual analysis virtually impossible. In this tutorial, we discuss the challenges encountered when applying automated text-mining techniques in information systems research. In particular, we showcase how to use probabilistic topic modeling via Latent Dirichlet allocation, an unsupervised text-mining technique, with a LASSO multinomial logistic regression to explain user satisfaction with an IT artifact by automatically analyzing more than 12,000 online customer reviews. For fellow information systems researchers, this tutorial provides guidance for conducting text-mining studies on their own and for evaluating the quality of others. author: - first_name: Stefan full_name: Debortoli, Stefan last_name: Debortoli - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Iris full_name: Junglas, Iris last_name: Junglas - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke citation: ama: 'Debortoli S, Müller O, Junglas I, vom Brocke J. Text Mining for Information Systems Researchers: An Annotated Tutorial. Communications of the Association for Information Systems. Published online 2016:555-582. doi:10.17705/1CAIS.03907' apa: 'Debortoli, S., Müller, O., Junglas, I., & vom Brocke, J. (2016). Text Mining for Information Systems Researchers: An Annotated Tutorial. Communications of the Association for Information Systems, 555–582. https://doi.org/10.17705/1CAIS.03907' bibtex: '@article{Debortoli_Müller_Junglas_vom Brocke_2016, title={Text Mining for Information Systems Researchers: An Annotated Tutorial}, DOI={10.17705/1CAIS.03907}, journal={Communications of the Association for Information Systems}, author={Debortoli, Stefan and Müller, Oliver and Junglas, Iris and vom Brocke, Jan}, year={2016}, pages={555–582} }' chicago: 'Debortoli, Stefan, Oliver Müller, Iris Junglas, and Jan vom Brocke. “Text Mining for Information Systems Researchers: An Annotated Tutorial.” Communications of the Association for Information Systems, 2016, 555–82. https://doi.org/10.17705/1CAIS.03907.' ieee: 'S. Debortoli, O. Müller, I. Junglas, and J. vom Brocke, “Text Mining for Information Systems Researchers: An Annotated Tutorial,” Communications of the Association for Information Systems, pp. 555–582, 2016, doi: 10.17705/1CAIS.03907.' mla: 'Debortoli, Stefan, et al. “Text Mining for Information Systems Researchers: An Annotated Tutorial.” Communications of the Association for Information Systems, 2016, pp. 555–82, doi:10.17705/1CAIS.03907.' short: S. Debortoli, O. Müller, I. Junglas, J. vom Brocke, Communications of the Association for Information Systems (2016) 555–582. date_created: 2018-10-12T08:30:04Z date_updated: 2026-03-10T09:44:54Z department: - _id: '196' doi: 10.17705/1CAIS.03907 extern: '1' keyword: - Latent dirichlet allocation - Online customer reviews - Text mining - Topic modeling - User satisfaction language: - iso: eng page: 555-582 publication: Communications of the Association for Information Systems publication_identifier: isbn: - '9781615679119' issn: - 1529-3181 status: public title: 'Text Mining for Information Systems Researchers: An Annotated Tutorial' type: journal_article user_id: '14972' year: '2016' ... --- _id: '17105' author: - first_name: Elena full_name: Gorbacheva, Elena last_name: Gorbacheva - first_name: Armin full_name: Stein, Armin last_name: Stein - first_name: Theresa full_name: Schmiedel, Theresa last_name: Schmiedel - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller citation: ama: 'Gorbacheva E, Stein A, Schmiedel T, Müller O. A gender perspective on business process management competences offered on professional online social networks. In: European Conference on Information Systems. ; 2015. doi:10.18151/7217329' apa: Gorbacheva, E., Stein, A., Schmiedel, T., & Müller, O. (2015). A gender perspective on business process management competences offered on professional online social networks. In European Conference on Information Systems. https://doi.org/10.18151/7217329 bibtex: '@inproceedings{Gorbacheva_Stein_Schmiedel_Müller_2015, title={A gender perspective on business process management competences offered on professional online social networks}, DOI={10.18151/7217329}, booktitle={European Conference on Information Systems}, author={Gorbacheva, Elena and Stein, Armin and Schmiedel, Theresa and Müller, Oliver}, year={2015} }' chicago: Gorbacheva, Elena, Armin Stein, Theresa Schmiedel, and Oliver Müller. “A Gender Perspective on Business Process Management Competences Offered on Professional Online Social Networks.” In European Conference on Information Systems, 2015. https://doi.org/10.18151/7217329. ieee: E. Gorbacheva, A. Stein, T. Schmiedel, and O. Müller, “A gender perspective on business process management competences offered on professional online social networks,” in European Conference on Information Systems, 2015. mla: Gorbacheva, Elena, et al. “A Gender Perspective on Business Process Management Competences Offered on Professional Online Social Networks.” European Conference on Information Systems, 2015, doi:10.18151/7217329. short: 'E. Gorbacheva, A. Stein, T. Schmiedel, O. Müller, in: European Conference on Information Systems, 2015.' date_created: 2020-06-22T08:14:06Z date_updated: 2022-01-06T06:53:05Z department: - _id: '196' doi: 10.18151/7217329 extern: '1' language: - iso: eng publication: European Conference on Information Systems publication_identifier: isbn: - 978-3-00-050284-2 status: public title: A gender perspective on business process management competences offered on professional online social networks type: conference user_id: '71922' year: '2015' ... --- _id: '17108' author: - first_name: Jan full_name: vom Brocke, Jan last_name: vom Brocke - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Stefan full_name: Debortoli, Stefan last_name: Debortoli - first_name: Nadine full_name: Reuter, Nadine last_name: Reuter citation: ama: vom Brocke J, Müller O, Debortoli S, Reuter N. Potenzialbeurteilung neuer Technologien im Prozesscontrolling. Controlling. 2015;26(2):83-89. doi:10.15358/0935-0381_2014_2_83 apa: vom Brocke, J., Müller, O., Debortoli, S., & Reuter, N. (2015). Potenzialbeurteilung neuer Technologien im Prozesscontrolling. Controlling, 26(2), 83–89. https://doi.org/10.15358/0935-0381_2014_2_83 bibtex: '@article{vom Brocke_Müller_Debortoli_Reuter_2015, title={Potenzialbeurteilung neuer Technologien im Prozesscontrolling}, volume={26}, DOI={10.15358/0935-0381_2014_2_83}, number={2}, journal={Controlling}, publisher={Verlag Franz Vahlen}, author={vom Brocke, Jan and Müller, Oliver and Debortoli, Stefan and Reuter, Nadine}, year={2015}, pages={83–89} }' chicago: 'Brocke, Jan vom, Oliver Müller, Stefan Debortoli, and Nadine Reuter. “Potenzialbeurteilung Neuer Technologien Im Prozesscontrolling.” Controlling 26, no. 2 (2015): 83–89. https://doi.org/10.15358/0935-0381_2014_2_83.' ieee: J. vom Brocke, O. Müller, S. Debortoli, and N. Reuter, “Potenzialbeurteilung neuer Technologien im Prozesscontrolling,” Controlling, vol. 26, no. 2, pp. 83–89, 2015. mla: vom Brocke, Jan, et al. “Potenzialbeurteilung Neuer Technologien Im Prozesscontrolling.” Controlling, vol. 26, no. 2, Verlag Franz Vahlen, 2015, pp. 83–89, doi:10.15358/0935-0381_2014_2_83. short: J. vom Brocke, O. Müller, S. Debortoli, N. Reuter, Controlling 26 (2015) 83–89. date_created: 2020-06-22T08:28:28Z date_updated: 2022-01-06T06:53:05Z department: - _id: '196' doi: 10.15358/0935-0381_2014_2_83 extern: '1' intvolume: ' 26' issue: '2' language: - iso: eng page: 83-89 publication: Controlling publication_identifier: issn: - 0935-0381 publication_status: published publisher: Verlag Franz Vahlen status: public title: Potenzialbeurteilung neuer Technologien im Prozesscontrolling type: journal_article user_id: '71922' volume: 26 year: '2015' ... --- _id: '17106' abstract: - lang: eng text: Business operations are becoming more and more integrated with the real-time intelligence. Core business activities are being carried out through OLTP systems that provide limited monitoring capabilities of the running process instances. The article shows how to turn the gap between the classic transactional system and the process-centric approach into an organization that provides more accurate and faster decisions on the strategic and operational management levels. This study aims at determination of what kind of information can be retrieved during the process execution and it tries to identify the need for the real-time process intelligence on the example of the order-to-cash process. Furthermore, we compare two architectural approaches of the real-time process intelligence monitoring system. The proposed frameworks retrieve process data from the ERP system in order to record crucial performance indicators on a real-time basis with the use of the in-memory technology. author: - first_name: Anastasiia full_name: Korotina, Anastasiia last_name: Korotina - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: Stefan full_name: Debortoli, Stefan last_name: Debortoli citation: ama: 'Korotina A, Müller O, Debortoli S. Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process. In: International Conference on Wirtschaftsinformatik. ; 2015:1710-1724.' apa: Korotina, A., Müller, O., & Debortoli, S. (2015). Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process. International Conference on Wirtschaftsinformatik, 1710–1724. bibtex: '@inproceedings{Korotina_Müller_Debortoli_2015, title={Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process.}, booktitle={International Conference on Wirtschaftsinformatik}, author={Korotina, Anastasiia and Müller, Oliver and Debortoli, Stefan}, year={2015}, pages={1710–1724} }' chicago: Korotina, Anastasiia, Oliver Müller, and Stefan Debortoli. “Real-Time Business Process Intelligence. Comparison of Different Architectural Approaches Using the Example of the Order-to-Cash Process.” In International Conference on Wirtschaftsinformatik, 1710–24, 2015. ieee: A. Korotina, O. Müller, and S. Debortoli, “Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process.,” in International Conference on Wirtschaftsinformatik, 2015, pp. 1710–1724. mla: Korotina, Anastasiia, et al. “Real-Time Business Process Intelligence. Comparison of Different Architectural Approaches Using the Example of the Order-to-Cash Process.” International Conference on Wirtschaftsinformatik, 2015, pp. 1710–24. short: 'A. Korotina, O. Müller, S. Debortoli, in: International Conference on Wirtschaftsinformatik, 2015, pp. 1710–1724.' conference: name: International Conference on Wirtschaftsinformatik date_created: 2020-06-22T08:18:47Z date_updated: 2022-08-17T07:25:42Z department: - _id: '196' extern: '1' language: - iso: eng main_file_link: - url: https://aisel.aisnet.org/wi2015/114/ page: 1710-1724 publication: International Conference on Wirtschaftsinformatik status: public title: Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process. type: conference user_id: '72849' year: '2015' ... --- _id: '4694' author: - first_name: T full_name: Kohlborn, T last_name: Kohlborn - first_name: Oliver full_name: Müller, Oliver id: '72849' last_name: Müller - first_name: J full_name: Pöppelbuss, J last_name: Pöppelbuss - first_name: M full_name: Röglinger, M last_name: Röglinger citation: ama: Kohlborn T, Müller O, Pöppelbuss J, Röglinger M. New frontiers in business process management. Business Process Management Journal. 2014;(4):3--6. doi:10.1108/BPMJ-02-2014-0015 apa: Kohlborn, T., Müller, O., Pöppelbuss, J., & Röglinger, M. (2014). New frontiers in business process management. Business Process Management Journal, (4), 3--6. https://doi.org/10.1108/BPMJ-02-2014-0015 bibtex: '@article{Kohlborn_Müller_Pöppelbuss_Röglinger_2014, title={New frontiers in business process management}, DOI={10.1108/BPMJ-02-2014-0015}, number={4}, journal={Business Process Management Journal}, author={Kohlborn, T and Müller, Oliver and Pöppelbuss, J and Röglinger, M}, year={2014}, pages={3--6} }' chicago: 'Kohlborn, T, Oliver Müller, J Pöppelbuss, and M Röglinger. “New Frontiers in Business Process Management.” Business Process Management Journal, no. 4 (2014): 3--6. https://doi.org/10.1108/BPMJ-02-2014-0015.' ieee: T. Kohlborn, O. Müller, J. Pöppelbuss, and M. Röglinger, “New frontiers in business process management,” Business Process Management Journal, no. 4, pp. 3--6, 2014. mla: Kohlborn, T., et al. “New Frontiers in Business Process Management.” Business Process Management Journal, no. 4, 2014, pp. 3--6, doi:10.1108/BPMJ-02-2014-0015. short: T. Kohlborn, O. Müller, J. Pöppelbuss, M. Röglinger, Business Process Management Journal (2014) 3--6. date_created: 2018-10-12T08:30:24Z date_updated: 2022-01-06T07:01:18Z doi: 10.1108/BPMJ-02-2014-0015 extern: '1' issue: '4' language: - iso: eng page: 3--6 publication: Business Process Management Journal publication_identifier: issn: - 1463-7154 status: public title: New frontiers in business process management type: journal_article user_id: '72849' year: '2014' ...