[{"type":"journal_article","publication":"Applied Sciences","abstract":[{"text":"Due to the rise of continuous data-generating applications, analyzing data streams has gained increasing attention over the past decades. A core research area in stream data is stream classification, which categorizes or detects data points within an evolving stream of observations. Areas of stream classification are diverse\\textemdash ranging, e.g., from monitoring sensor data to analyzing a wide range of (social) media applications. Research in stream classification is related to developing methods that adapt to the changing and potentially volatile data stream. It focuses on individual aspects of the stream classification pipeline, e.g., designing suitable algorithm architectures, an efficient train and test procedure, or detecting so-called concept drifts. As a result of the many different research questions and strands, the field is challenging to grasp, especially for beginners. This survey explores, summarizes, and categorizes work within the domain of stream classification and identifies core research threads over the past few years. It is structured based on the stream classification process to facilitate coordination within this complex topic, including common application scenarios and benchmarking data sets. Thus, both newcomers to the field and experts who want to widen their scope can gain (additional) insight into this research area and find starting points and pointers to more in-depth literature on specific issues and research directions in the field.","lang":"eng"}],"status":"public","_id":"48878","user_id":"102979","department":[{"_id":"819"}],"keyword":["big data","data mining","data stream analysis","machine learning","stream classification","supervised learning"],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["2076-3417"]},"issue":"18","year":"2022","citation":{"ama":"Clever L, Pohl JS, Bossek J, Kerschke P, Trautmann H. Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>. 2022;12(18):9094. doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>","ieee":"L. Clever, J. S. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Process-Oriented Stream Classification Pipeline: A Literature Review,” <i>Applied Sciences</i>, vol. 12, no. 18, p. 9094, 2022, doi: <a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>.","chicago":"Clever, Lena, Janina Susanne Pohl, Jakob Bossek, Pascal Kerschke, and Heike Trautmann. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i> 12, no. 18 (2022): 9094. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>.","apa":"Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., &#38; Trautmann, H. (2022). Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>, <i>12</i>(18), 9094. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>","short":"L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences 12 (2022) 9094.","mla":"Clever, Lena, et al. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i>, vol. 12, no. 18, {Multidisciplinary Digital Publishing Institute}, 2022, p. 9094, doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>.","bibtex":"@article{Clever_Pohl_Bossek_Kerschke_Trautmann_2022, title={Process-Oriented Stream Classification Pipeline: A Literature Review}, volume={12}, DOI={<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>}, number={18}, journal={Applied Sciences}, publisher={{Multidisciplinary Digital Publishing Institute}}, author={Clever, Lena and Pohl, Janina Susanne and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={9094} }"},"page":"9094","intvolume":"        12","date_updated":"2023-12-13T10:50:56Z","publisher":"{Multidisciplinary Digital Publishing Institute}","author":[{"first_name":"Lena","full_name":"Clever, Lena","last_name":"Clever"},{"first_name":"Janina Susanne","last_name":"Pohl","full_name":"Pohl, Janina Susanne"},{"first_name":"Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek","full_name":"Bossek, Jakob","id":"102979"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"first_name":"Heike","last_name":"Trautmann","full_name":"Trautmann, Heike"}],"date_created":"2023-11-14T15:58:57Z","volume":12,"title":"Process-Oriented Stream Classification Pipeline: A Literature Review","doi":"10.3390/app12189094"},{"status":"public","type":"journal_article","file_date_updated":"2024-04-18T12:49:25Z","article_type":"original","department":[{"_id":"526"}],"user_id":"59677","_id":"17156","project":[{"grant_number":"645751","name":"RISE_BPM: Propelling Business Process Management by Research and Innovation Staff Exchange","_id":"1070","call_identifier":"MSCA-RISE-2014"}],"intvolume":"        63","page":"145-156","citation":{"apa":"Beverungen, D., Buijs, J. C. A. M., Becker, J., Di Ciccio, C., van der Aalst, W. M. P., Bartelheimer, C., vom Brocke, J., Comuzzi, M., Kraume, K., Leopold, H., Matzner, M., Mendling, J., Ogonek, N., Post, T., Resinas, M., Revoredo, K., del-Río-Ortega, A., La Rosa, M., Santoro, F. M., … Wolf, V. (2020). Seven Paradoxes of Business Process Management in a Hyper-Connected World. <i>Business &#38; Information Systems Engineering</i>, <i>63</i>, 145–156. <a href=\"https://doi.org/10.1007/s12599-020-00646-z\">https://doi.org/10.1007/s12599-020-00646-z</a>","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 &#38; Information Systems Engineering 63 (2020) 145–156.","mla":"Beverungen, Daniel, et al. “Seven Paradoxes of Business Process Management in a Hyper-Connected World.” <i>Business &#38; Information Systems Engineering</i>, vol. 63, SpringerNature, 2020, pp. 145–56, doi:<a href=\"https://doi.org/10.1007/s12599-020-00646-z\">10.1007/s12599-020-00646-z</a>.","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}, volume={63}, DOI={<a href=\"https://doi.org/10.1007/s12599-020-00646-z\">10.1007/s12599-020-00646-z</a>}, journal={Business &#38; Information Systems Engineering}, publisher={SpringerNature}, 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}, pages={145–156} }","ama":"Beverungen D, Buijs JCAM, Becker J, et al. Seven Paradoxes of Business Process Management in a Hyper-Connected World. <i>Business &#38; Information Systems Engineering</i>. 2020;63:145-156. doi:<a href=\"https://doi.org/10.1007/s12599-020-00646-z\">10.1007/s12599-020-00646-z</a>","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.” <i>Business &#38; Information Systems Engineering</i> 63 (2020): 145–56. <a href=\"https://doi.org/10.1007/s12599-020-00646-z\">https://doi.org/10.1007/s12599-020-00646-z</a>.","ieee":"D. Beverungen <i>et al.</i>, “Seven Paradoxes of Business Process Management in a Hyper-Connected World,” <i>Business &#38; Information Systems Engineering</i>, vol. 63, pp. 145–156, 2020, doi: <a href=\"https://doi.org/10.1007/s12599-020-00646-z\">10.1007/s12599-020-00646-z</a>."},"has_accepted_license":"1","publication_identifier":{"issn":["2363-7005","1867-0202"]},"publication_status":"published","doi":"10.1007/s12599-020-00646-z","volume":63,"author":[{"last_name":"Beverungen","id":"59677","full_name":"Beverungen, Daniel","first_name":"Daniel"},{"first_name":"Joos C. A. M.","full_name":"Buijs, Joos C. A. M.","last_name":"Buijs"},{"last_name":"Becker","full_name":"Becker, Jörg","first_name":"Jörg"},{"full_name":"Di Ciccio, Claudio","last_name":"Di Ciccio","first_name":"Claudio"},{"full_name":"van der Aalst, Wil M. P.","last_name":"van der Aalst","first_name":"Wil M. P."},{"id":"49160","full_name":"Bartelheimer, Christian","last_name":"Bartelheimer","first_name":"Christian"},{"full_name":"vom Brocke, Jan","last_name":"vom Brocke","first_name":"Jan"},{"full_name":"Comuzzi, Marco","last_name":"Comuzzi","first_name":"Marco"},{"full_name":"Kraume, Karsten","last_name":"Kraume","first_name":"Karsten"},{"first_name":"Henrik","full_name":"Leopold, Henrik","last_name":"Leopold"},{"first_name":"Martin","full_name":"Matzner, Martin","last_name":"Matzner"},{"full_name":"Mendling, Jan","last_name":"Mendling","first_name":"Jan"},{"first_name":"Nadine","full_name":"Ogonek, Nadine","last_name":"Ogonek"},{"full_name":"Post, Till","last_name":"Post","first_name":"Till"},{"first_name":"Manuel","full_name":"Resinas, Manuel","last_name":"Resinas"},{"first_name":"Kate","full_name":"Revoredo, Kate","last_name":"Revoredo"},{"first_name":"Adela","full_name":"del-Río-Ortega, Adela","last_name":"del-Río-Ortega"},{"first_name":"Marcello","full_name":"La Rosa, Marcello","last_name":"La Rosa"},{"first_name":"Flávia Maria","last_name":"Santoro","full_name":"Santoro, Flávia Maria"},{"first_name":"Andreas","full_name":"Solti, Andreas","last_name":"Solti"},{"first_name":"Minseok","full_name":"Song, Minseok","last_name":"Song"},{"full_name":"Stein, Armin","last_name":"Stein","first_name":"Armin"},{"first_name":"Matthias","full_name":"Stierle, Matthias","last_name":"Stierle"},{"first_name":"Verena","full_name":"Wolf, Verena","id":"23633","last_name":"Wolf"}],"date_updated":"2024-04-18T12:50:57Z","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_id":"53574","file_name":"Business_Process_Management_in_a_Hyperconnected_World.pdf","access_level":"closed","file_size":360869,"creator":"dabe","date_created":"2024-04-18T12:49:25Z","date_updated":"2024-04-18T12:49:25Z"}],"abstract":[{"text":"Business Process Management is a boundary-spanning discipline that aligns operational capabilities and technology to design and manage business processes. The Digital Transformation has enabled human actors, information systems, and smart products to interact with each other via multiple digital channels. The emergence of this hyper-connected world greatly leverages the prospects of business processes – but also boosts their complexity to a new level. We need to discuss how the BPM discipline can find new ways for identifying, analyzing, designing, implementing, executing, and monitoring business processes. In this research note, selected transformative trends are explored and their impact on current theories and IT artifacts in the BPM discipline is discussed to stimulate transformative thinking and prospective research in this field.","lang":"eng"}],"publication":"Business & Information Systems Engineering","language":[{"iso":"eng"}],"keyword":["Business process management (BPM)","Social computing","Smart devices","Big data analytics","Real-time computing","BPM life-cycle"],"ddc":["380"],"year":"2020","quality_controlled":"1","title":"Seven Paradoxes of Business Process Management in a Hyper-Connected World","date_created":"2020-06-24T10:40:45Z","publisher":"SpringerNature"},{"type":"journal_article","publication":"Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling '18","status":"public","user_id":"21241","_id":"5910","language":[{"iso":"eng"}],"keyword":["Curriculum Development","Data Science","Secondary Sc","acm reference format","big data","curriculum development","data literacy","data science","educa-","interdisciplinary","secondary schools","tion"],"issue":"17","publication_status":"published","publication_identifier":{"isbn":["9781450365352"]},"citation":{"mla":"Heinemann, Birte, et al. “Drafting a Data Science Curriculum for Secondary Schools.” <i>Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling ’18</i>, no. 17, 2018, pp. 1–5, doi:<a href=\"https://doi.org/10.1145/3279720.3279737\">10.1145/3279720.3279737</a>.","short":"B. Heinemann, S. Opel, L. Budde, C. Schulte, D. Frischemeier, R. Biehler, S. Podworny, T. Wassong, Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling ’18 (2018) 1–5.","bibtex":"@article{Heinemann_Opel_Budde_Schulte_Frischemeier_Biehler_Podworny_Wassong_2018, title={Drafting a Data Science Curriculum for Secondary Schools}, DOI={<a href=\"https://doi.org/10.1145/3279720.3279737\">10.1145/3279720.3279737</a>}, number={17}, journal={Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling ’18}, author={Heinemann, Birte and Opel, Simone and Budde, Lea and Schulte, Carsten and Frischemeier, Daniel and Biehler, Rolf and Podworny, Susanne and Wassong, Thomas}, year={2018}, pages={1–5} }","apa":"Heinemann, B., Opel, S., Budde, L., Schulte, C., Frischemeier, D., Biehler, R., … Wassong, T. (2018). Drafting a Data Science Curriculum for Secondary Schools. <i>Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling ’18</i>, (17), 1–5. <a href=\"https://doi.org/10.1145/3279720.3279737\">https://doi.org/10.1145/3279720.3279737</a>","ama":"Heinemann B, Opel S, Budde L, et al. Drafting a Data Science Curriculum for Secondary Schools. <i>Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling ’18</i>. 2018;(17):1-5. doi:<a href=\"https://doi.org/10.1145/3279720.3279737\">10.1145/3279720.3279737</a>","ieee":"B. Heinemann <i>et al.</i>, “Drafting a Data Science Curriculum for Secondary Schools,” <i>Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling ’18</i>, no. 17, pp. 1–5, 2018.","chicago":"Heinemann, Birte, Simone Opel, Lea Budde, Carsten Schulte, Daniel Frischemeier, Rolf Biehler, Susanne Podworny, and Thomas Wassong. “Drafting a Data Science Curriculum for Secondary Schools.” <i>Proceedings of the 18th Koli Calling International Conference on Computing Education Research - Koli Calling ’18</i>, no. 17 (2018): 1–5. <a href=\"https://doi.org/10.1145/3279720.3279737\">https://doi.org/10.1145/3279720.3279737</a>."},"page":"1-5","year":"2018","author":[{"last_name":"Heinemann","full_name":"Heinemann, Birte","first_name":"Birte"},{"first_name":"Simone","full_name":"Opel, Simone","last_name":"Opel"},{"last_name":"Budde","full_name":"Budde, Lea","first_name":"Lea"},{"first_name":"Carsten","last_name":"Schulte","full_name":"Schulte, Carsten"},{"last_name":"Frischemeier","full_name":"Frischemeier, Daniel","first_name":"Daniel"},{"full_name":"Biehler, Rolf","last_name":"Biehler","first_name":"Rolf"},{"first_name":"Susanne","last_name":"Podworny","full_name":"Podworny, Susanne"},{"id":"21241","full_name":"Wassong, Thomas","last_name":"Wassong","first_name":"Thomas"}],"date_created":"2018-11-27T10:44:10Z","date_updated":"2022-01-06T07:02:47Z","doi":"10.1145/3279720.3279737","title":"Drafting a Data Science Curriculum for Secondary Schools"},{"status":"public","type":"journal_article","publication":"European Journal of Information Systems","language":[{"iso":"eng"}],"extern":"1","keyword":["analytics","big data","data source","information systems research","methodology"],"user_id":"72849","_id":"4689","citation":{"chicago":"Müller, Oliver, Iris Junglas, Jan vom Brocke, and Stefan Debortoli. “Utilizing Big Data Analytics for Information Systems Research: Challenges, Promises and Guidelines.” <i>European Journal of Information Systems</i>, no. 4 (2016): 289--302. <a href=\"https://doi.org/10.1057/ejis.2016.2\">https://doi.org/10.1057/ejis.2016.2</a>.","ieee":"O. Müller, I. Junglas, J. vom Brocke, and S. Debortoli, “Utilizing big data analytics for information systems research: Challenges, promises and guidelines,” <i>European Journal of Information Systems</i>, no. 4, pp. 289--302, 2016.","ama":"Müller O, Junglas I, vom Brocke J, Debortoli S. Utilizing big data analytics for information systems research: Challenges, promises and guidelines. <i>European Journal of Information Systems</i>. 2016;(4):289--302. doi:<a href=\"https://doi.org/10.1057/ejis.2016.2\">10.1057/ejis.2016.2</a>","mla":"Müller, Oliver, et al. “Utilizing Big Data Analytics for Information Systems Research: Challenges, Promises and Guidelines.” <i>European Journal of Information Systems</i>, no. 4, 2016, pp. 289--302, doi:<a href=\"https://doi.org/10.1057/ejis.2016.2\">10.1057/ejis.2016.2</a>.","short":"O. Müller, I. Junglas, J. vom Brocke, S. Debortoli, European Journal of Information Systems (2016) 289--302.","bibtex":"@article{Müller_Junglas_vom Brocke_Debortoli_2016, title={Utilizing big data analytics for information systems research: Challenges, promises and guidelines}, DOI={<a href=\"https://doi.org/10.1057/ejis.2016.2\">10.1057/ejis.2016.2</a>}, 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} }","apa":"Müller, O., Junglas, I., vom Brocke, J., &#38; Debortoli, S. (2016). Utilizing big data analytics for information systems research: Challenges, promises and guidelines. <i>European Journal of Information Systems</i>, (4), 289--302. <a href=\"https://doi.org/10.1057/ejis.2016.2\">https://doi.org/10.1057/ejis.2016.2</a>"},"page":"289--302","year":"2016","issue":"4","publication_identifier":{"isbn":["0960-085X"],"issn":["14769344"]},"doi":"10.1057/ejis.2016.2","title":"Utilizing big data analytics for information systems research: Challenges, promises and guidelines","author":[{"full_name":"Müller, Oliver","id":"72849","last_name":"Müller","first_name":"Oliver"},{"full_name":"Junglas, Iris","last_name":"Junglas","first_name":"Iris"},{"last_name":"vom Brocke","full_name":"vom Brocke, Jan","first_name":"Jan"},{"full_name":"Debortoli, Stefan","last_name":"Debortoli","first_name":"Stefan"}],"date_created":"2018-10-12T08:29:46Z","date_updated":"2022-01-06T07:01:18Z"},{"language":[{"iso":"eng"}],"extern":"1","keyword":["Big data","Business intelligence","Competencies","Latent semantic analysis","Text mining"],"user_id":"72849","_id":"4695","status":"public","type":"journal_article","publication":"Business and Information Systems Engineering","doi":"10.1007/s12599-014-0344-2","title":"Comparing business intelligence and big data skills: A text mining study using job advertisements","author":[{"first_name":"Stefan","last_name":"Debortoli","full_name":"Debortoli, Stefan"},{"first_name":"Oliver","full_name":"Müller, Oliver","id":"72849","last_name":"Müller"},{"first_name":"Jan","full_name":"vom Brocke, Jan","last_name":"vom Brocke"}],"date_created":"2018-10-12T08:30:31Z","date_updated":"2022-01-06T07:01:18Z","citation":{"chicago":"Debortoli, Stefan, Oliver Müller, and Jan vom Brocke. “Comparing Business Intelligence and Big Data Skills: A Text Mining Study Using Job Advertisements.” <i>Business and Information Systems Engineering</i>, no. 5 (2014): 289--300. <a href=\"https://doi.org/10.1007/s12599-014-0344-2\">https://doi.org/10.1007/s12599-014-0344-2</a>.","ieee":"S. Debortoli, O. Müller, and J. vom Brocke, “Comparing business intelligence and big data skills: A text mining study using job advertisements,” <i>Business and Information Systems Engineering</i>, no. 5, pp. 289--300, 2014.","ama":"Debortoli S, Müller O, vom Brocke J. Comparing business intelligence and big data skills: A text mining study using job advertisements. <i>Business and Information Systems Engineering</i>. 2014;(5):289--300. doi:<a href=\"https://doi.org/10.1007/s12599-014-0344-2\">10.1007/s12599-014-0344-2</a>","apa":"Debortoli, S., Müller, O., &#38; vom Brocke, J. (2014). Comparing business intelligence and big data skills: A text mining study using job advertisements. <i>Business and Information Systems Engineering</i>, (5), 289--300. <a href=\"https://doi.org/10.1007/s12599-014-0344-2\">https://doi.org/10.1007/s12599-014-0344-2</a>","short":"S. Debortoli, O. Müller, J. vom Brocke, Business and Information Systems Engineering (2014) 289--300.","bibtex":"@article{Debortoli_Müller_vom Brocke_2014, title={Comparing business intelligence and big data skills: A text mining study using job advertisements}, DOI={<a href=\"https://doi.org/10.1007/s12599-014-0344-2\">10.1007/s12599-014-0344-2</a>}, number={5}, journal={Business and Information Systems Engineering}, author={Debortoli, Stefan and Müller, Oliver and vom Brocke, Jan}, year={2014}, pages={289--300} }","mla":"Debortoli, Stefan, et al. “Comparing Business Intelligence and Big Data Skills: A Text Mining Study Using Job Advertisements.” <i>Business and Information Systems Engineering</i>, no. 5, 2014, pp. 289--300, doi:<a href=\"https://doi.org/10.1007/s12599-014-0344-2\">10.1007/s12599-014-0344-2</a>."},"page":"289--300","year":"2014","issue":"5","publication_identifier":{"isbn":["0910-8327 (Print)$\\backslash$n0910-8327 (Linking)"],"issn":["18670202"]}},{"extern":"1","language":[{"iso":"eng"}],"keyword":["Advanced business analytics","Big Data","Business intelligence","IT business value","In-memory technology","OLAP","OLTP","Realtime analytics","Sentiment analysis"],"user_id":"72849","_id":"4696","status":"public","type":"journal_article","publication":"Communications of the Association for Information Systems","doi":"10.17705/1CAIS.03407","title":"How In-Memory Technology Can Create Business Value: Lessons Learned from Hilti","date_created":"2018-10-12T08:30:38Z","author":[{"first_name":"Jan","last_name":"vom Brocke","full_name":"vom Brocke, Jan"},{"full_name":"Debortoli, Stefan","last_name":"Debortoli","first_name":"Stefan"},{"full_name":"Reuter, Nadine","last_name":"Reuter","first_name":"Nadine"},{"id":"72849","full_name":"Müller, Oliver","last_name":"Müller","first_name":"Oliver"}],"date_updated":"2022-01-06T07:01:18Z","citation":{"ama":"vom Brocke J, Debortoli S, Reuter N, Müller O. How In-Memory Technology Can Create Business Value: Lessons Learned from Hilti. <i>Communications of the Association for Information Systems</i>. 2014:151--167. doi:<a href=\"https://doi.org/10.17705/1CAIS.03407\">10.17705/1CAIS.03407</a>","chicago":"Brocke, Jan vom, Stefan Debortoli, Nadine Reuter, and Oliver Müller. “How In-Memory Technology Can Create Business Value: Lessons Learned from Hilti.” <i>Communications of the Association for Information Systems</i>, 2014, 151--167. <a href=\"https://doi.org/10.17705/1CAIS.03407\">https://doi.org/10.17705/1CAIS.03407</a>.","ieee":"J. vom Brocke, S. Debortoli, N. Reuter, and O. Müller, “How In-Memory Technology Can Create Business Value: Lessons Learned from Hilti,” <i>Communications of the Association for Information Systems</i>, pp. 151--167, 2014.","mla":"vom Brocke, Jan, et al. “How In-Memory Technology Can Create Business Value: Lessons Learned from Hilti.” <i>Communications of the Association for Information Systems</i>, 2014, pp. 151--167, doi:<a href=\"https://doi.org/10.17705/1CAIS.03407\">10.17705/1CAIS.03407</a>.","short":"J. vom Brocke, S. Debortoli, N. Reuter, O. Müller, Communications of the Association for Information Systems (2014) 151--167.","bibtex":"@article{vom Brocke_Debortoli_Reuter_Müller_2014, title={How In-Memory Technology Can Create Business Value: Lessons Learned from Hilti}, DOI={<a href=\"https://doi.org/10.17705/1CAIS.03407\">10.17705/1CAIS.03407</a>}, journal={Communications of the Association for Information Systems}, author={vom Brocke, Jan and Debortoli, Stefan and Reuter, Nadine and Müller, Oliver}, year={2014}, pages={151--167} }","apa":"vom Brocke, J., Debortoli, S., Reuter, N., &#38; Müller, O. (2014). How In-Memory Technology Can Create Business Value: Lessons Learned from Hilti. <i>Communications of the Association for Information Systems</i>, 151--167. <a href=\"https://doi.org/10.17705/1CAIS.03407\">https://doi.org/10.17705/1CAIS.03407</a>"},"page":"151--167","year":"2014","publication_identifier":{"issn":["15293181"]}}]