Intelligent Enterprise Systems
Overview
Building on advanced AI-based technologies, today's enterprise systems become increasingly intelligent generating significant interest within the scientific and business community. Furthermore, many machines and other devices will receive an IP address in the (near) future and connect to the web in the 'internet of things' offering even more accessible data. Finally, we see an increasing amount of sensors capturing neuro-physiological data from humans at work and private life. Certainly, this ubiquitous computerization of business and society has tremendously progressed the ability to gather, transform and analyze data.
However, human cognitive abilities to interpret this avalanche of data, that is, to extract meaning from data, is limited, particularly in real-time environments where speed is fundamental. Thus, we need to comprehend how to support human abilities to consume information in complex, real-time technological environments. To achieve this aim, we are investigating and designing next-generation enterprise systems with a specific focus on (1) Physio-Adaptive Systems and (2) Interactive Business Intelligence & Analytics Systems.
Research Topics
In the research department "Intelligent Enterprise Systems" we are currently investigating the following specific research topics.
Physio-Adaptive Systems |
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Interactive Business Intelligence & Analytics Systems |
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The publications listed below provide further insights on recent results of our research activities.
Organization
Heads of Area
Supervision
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Prof. Dr. Alexander Mädche Phone: +49 721 608-41580 alexander maedche∂kit edu |
Lead
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Dr. Mario Nadj Phone: +49 721 608-41584 mario.nadj∂kit.edu |
Members
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Merlin Knäble +49 721 608-41586 merlin.knaeble∂kit.edu |
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Nico Loewe +49 721 608-41583 nico.loewe∂kit.edu |
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Sven Michalczyk +49 721 608-41583 sven.michalczyk∂kit.edu |
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Miguel Martinez +49 721 608-41583 miguel.martinez∂kit.du |
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Jonas Gunklach +49 721 608-41583 jonas.gunklach∂kit.edu |
Selected Publications
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems. doi:10.1145/3607145
Gunklach, J.; Michalczyk, S.; Nadj, M.; Maedche, A.
2023. Datenbank-Spektrum, 23, 97–105. doi:10.1007/s13222-023-00448-z
Knaeble, M.; Nadj, M.; Germann, L.; Mädche, A.
2023. ECIS 2023 Proceedings
Gunklach, J.; Nadj, M.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
Knaeble, M.; Sailer, G.; Chen, Z.; Schwarz, T.; Yang, K.; Nadj, M.; Stiefelhagen, R.; Maedche, A.
2023. W4A ’23: 20th International Web for All Conference Austin TX USA 30 April 2023- 1 May 2023, 173–174, Association for Computing Machinery (ACM). doi:10.1145/3587281.3587293
Knaeble, M.; Nadj, M.; Maedche, A.
2022. CHI 2022 Workshop - Self-Determination Theory in HCI: Shaping a Research Agenda
Knaeble, M.; Nadj, M.; Maedche, A.; Loewe, N.
2022. CHI 2022 Workshop - REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
Li, M. X.; Nadj, M.; Maedche, A.; Ifenthaler, D.; Wöhler, J.
2022. Technology, knowledge and learning, 27, 365–384. doi:10.1007/s10758-021-09569-4
Michalczyk, S.; Nadj, M.; Beier, H.; Mädche, A.
2021. CAiSE ’21- 33rd International Conference on Advanced Information Systems Engineering, MELBOURNE, 28 JUNE 2021 - 2 JULY 2021, 154–161. doi:10.1007/978-3-030-79108-7_18
Ammann, N.; Knaeble, M.; Nadj, M.; Maedche, A.; Kluge, S.; Gehrmann, L.; Stahl, F.
2021. doi:10.7801/386
Ammann, N.; Knaeble, M.; Nadj, M.; Maedche, A.; Kluge, S.; Gehrmann, L.; Stahl, F.
2021. doi:10.7801/384
Kluge, S.; Gehrmann, L.; Stahl, F.; Knaeble, M.; Nadj, M.; Maedche, A.
2021. doi:10.7801/383
Kluge, S.; Gehrmann, L.; Stahl, F.; Knaeble, M.; Nadj, M.; Maedche, A.
2021. doi:10.7801/382
Foerste, M.; Nadj, M.; Knaeble, M.; Maedche, A.; Gehrmann, L.; Stahl, F.
2021. Mensch und Computer 2021 (MuC ’21), Ingolstadt, 5.-8.9.2021, 574–577, Association for Computing Machinery (ACM). doi:10.1145/3473856.3474027
Michalczyk, S.; Nadj, M.; Mädche, A.; Gröger, C.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Paper Number: 1622, Association for Information Systems (AIS)
Nadj, M.; Maedche, A.; Schieder, C.
2020. Decision support systems, 135, Art.Nr.: 113322. doi:10.1016/j.dss.2020.113322
Loewe, N.; Nadj, M.
2020. ECIS 2020 Proceedings - Twenty-Eighth European Conference on Information Systems, Marrakesh, Marokko, June 15 - 17, 2020, 19 S
Knaeble, M.; Nadj, M.; Maedche, A.
2020. 15. Internationale Tagung Wirtschaftsinformatik (WI 2020), Potsdam, 9 - 11 März 2020, 2–16, GITO Verlag. doi:10.30844/wi_2020_a1-knaeble
Schulz, M.; Neuhaus, U.; Kaufmann, J.; Badura, D.; Kerzel, U.; Welter, F.; Prothmann, M.; Kühnel, S.; Passlick, J.; Rissler, R.; Badewitz, W.; Dann, D.; Gröschel, A.; Kloker, S.; Alekozai, E. M.; Felderer, M.; Lanquillon, C.; Brauner, D.; Gölzer, P.; Binder, H.; Rhode, H.; Gehrke, N.
2020. Nordakademie, Hochschule der Wirtschaft
Rissler, R.; Nadj, M.; Li, M. X.; Loewe, N.; Knierim, M. T.; Maedche, A.
2020. IEEE transactions on affective computing, 14 (1), 463–474. doi:10.1109/TAFFC.2020.3045269
Knierim, M. T.; Nadj, M.; Li, M. X.; Weinhardt, C.
2020. 40th International Conference on Information Systems (ICIS 2019), München, 15.-18. Dezember 2019, AIS eLibrary (AISeL)
Michalczyk, S.; Nadj, M.; Azarfar, D.; Mädche, A.; Gröger, C.
2020. Proceedings of the 28th European Conference on Information Systems (ECIS), An Online AIS Conference (Marrakesh, Marokko), June 15-17, 2020, Art.Nr. 46, AIS eLibrary (AISeL)
Nadj, M.; Knaeble, M.; Li, M. X.; Maedche, A.
2020. Künstliche Intelligenz, 34, 131–142. doi:10.1007/s13218-020-00634-1
Knierim, M. T.; Nadj, M.; Li, M. X.; Weinhardt, C.
2019. ICIS 2019, Munich, Germany, December 15-18, 2019, 1–17, AIS eLibrary (AISeL)
Knierim, M. T.; Nadj, M.; Weinhardt, C.
2019. CHIRA 2018 : proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications, Wien, A, September 20-21, 2019. Ed.: H.P. Silva, 183–190, SciTePress
Meza Martínez, M. A.; Nadj, M.; Maedche, A.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 172, AIS eLibrary (AISeL)
Nadj, M.; Maedche, A.
2019. Journal of Cognitive Engineering and Decision Making. doi:10.1177/1555343419830183
Knierim, M. T.; Rissler, R.; Hariharan, A.; Nadj, M.; Weinhardt, C.
2018. Information systems and neuroscience : NeuroIS Retreat 2018, [Wien, 19.-21.06.2018]. Ed.: Fred D. Davis, 239–249, Springer. doi:10.1007/978-3-030-01087-4_29
Michalczyk, S.; Jung, D.; Nadj, M.; Knierim, M.; Rißler, R.
2018. Information systems and neuroscience : NeuroIS Retreat 2018, [Wien, 19.-21.06.2018]. Ed.: Fred D. Davis, 101–109, Springer. doi:10.1007/978-3-030-01087-4_12
Knierim, M. T.; Nadj, M.; Hariharan, A.; Weinhardt, C.
2018. Proceedings of the 5th International Conference on Physiological Computing Systems (PhyCS 2018), Seville, E, September 19-21, 2018. Ed.: J.M. Belda Lois, 42–53, SciTePress
Knaeble, M.; Nadj, M.; Maedche, A.
2018. 13th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Chennai, IND, June 3-6, 2018, 1–15
Nadj, M.
2018. Karlsruher Institut für Technologie (KIT)
Rissler, R.; Nadj, M.; Li, M. X.; Knierim, M. T.; Maedche, A.
2018. Proceedings of the Conference on Human Factors in Computing Systems (CHI), Montréal, Canada, 21st - 26th April 2018, Art.Nr. LBW612, Association for Computing Machinery (ACM). doi:10.1145/3170427.3188480
Rissler, R.; Nadj, M.; Maedche, A.; Koppenhagen, N.
2017. Wirtschaftsinformatik & Management, 9 (6), 12–21. doi:10.1007/s35764-017-0116-0
Knierim, M. T.; Rissler, R.; Dorner, V.; Maedche, A.; Weinhardt, C.
2017. Information Systems and Neuroscience - Gmunden Retreat on NeuroIS 2017. Ed.: F. D. Davis, 109–120, Springer. doi:10.1007/978-3-319-67431-5_13
Rissler, R.
2017. Doctoral Consortium Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5-10 June 2017
Rissler, R.; Nadj, M.; Adam, M.; Mädche, A.
2017. Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5-10 June 2017, 1950–1967, AIS eLibrary (AISeL)
Nadj, M.; Schieder, C.
2017. 25th European Conference on Information Systems (ECIS 2017), Guimarães, P, June 5-10, 2017. Proceedings, Tap Portugal
Rissler, R.; Nadj, M.; Adam, M. T. P.
2017. 13th International Conference on Wirtschaftsinformatik, Wirtschaftsinformatik 2017 (WI-2017), St. Gallen, 12-15 February 2017, 1051–1065
Volmering, T.; Nadj, M.; Trump, R.; Maedche, A.
2016. Proceedings of the 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016, 1–13, Springer
Nadj, M.; Jegadeesan, H.; Maedche, A.; Hoffmann, D.; Erdmann, P.
2016. Proceedings of the 24th European Conference on Information Systems, Istanbul, Turkey, June 12-15, 2016, 1–10
Nadj, M.; Schieder, C.
2016. Proceedings of the 24th European Conference on Information Systems, Istanbul, Turkey, June 12-15, 2016, 1–21
Blaser, F.; Nadj, M.; Schieder, C.
2016. Multikonferenz Wirtschaftsinformatik (MKWI) 2016: Research-in-Progress- und Poster-Beiträge, Technische Universität Ilmenau, 09.-11. März 2016. Hrsg.: V. Nissen, 1367–1378, Universitätsverlag Ilmenau
Koppenhagen, N.; Müller, B.; Mädche, A.; Li, Y.; Hiller, S.
2016. Information systems and e-business management, 14 (3), 613–636. doi:10.1007/s10257-015-0296-1
Nadj, M.; Haeußler, F.; Wenzel, S.; Maedche, A.
2016. Multikonferenz Wirtschaftsinformatik (MKWI) 2016, Technische Universität Ilmenau, 09.-11. März 2016, Band 3. Hrsg.: V. Nissen, 1367–1378, Universitätsverlag Ilmenau
Kretzer, M.; Nadj, M.; Mädche, A.
2015. ICIS 2015 Proceedings : 36th International Conference on Information Systems: Exploring the Information Frontier, Fort Worth, United States, December 13-16, 2015, 1–12, Association for Information Systems (AIS)
Nadj, M.; Morana, S.; Mädche, A.
2015. At the Vanguard of Design Science: First Impressions and Early Findings from Ongoing Research. 10th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Dublin, Ireland, 20-22 May 2015. Ed.: B. Donnellan, 33–40, University College
Koppenhagen, N.
2013. Universitätsbibliothek Mannheim
Koppenhagen, N.; Gaß, O.; Müller, B.
2012. 20th European Conference on Information Systems (ECIS 2012), Barcelona, Spain, June 10-13, 2012
Koppenhagen, N.; Katz, N.; Mädche, A.; Müller, B.
2012. International Conference on Information Systems (ICIS), Shanghai, China, 4-7 December 2011. Vol. 5, 3635–3653, Curran
Gaß, O.; Koppenhagen, N.; Biegel, H.; Maedche, A.; Müller, B.
2012. Design Science Research in Information Systems. Advances in Theory and Practice : 7th International Conference (DESRIST), Las Vegas, USA, May 14-15, 2012. Ed.: K. Peffers, 328–344, Springer Verlag. doi:10.1007/978-3-642-29863-9_24
Koppenhagen, N.; Mädche, A.
2010. Pre-ICIS, Workshop on Enterprise Systems, Saint Louis, USA, 11.12.2010
Koppenhagen, N.; Mädche, A.
2010. Universität Mannheim Mannheim
Koppenhagen, N.; Thome-Fix, V.
2007. Elektronische Beschaffung : Stand und Entwicklungstendenzen. Hrsg.: W. Brenner, 161–189, Springer Verlag. doi:10.1007/978-3-540-34018-8_8