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 |
|
| Interactive Business Intelligence & Analytics Systems |
|
The publications listed below provide further insights on recent results of our research activities.
Organization
Heads of Area
Supervision
 |
Prof. Dr. Alexander Mädche Phone: +49 721 608-41580 alexander maedche∂kit edu |
Lead
 |
Dr. Mario Nadj Phone: +49 721 608-41584 mario.nadj∂kit.edu |
Members
 |
Merlin Knäble +49 721 608-41586 merlin.knaeble∂kit.edu |
 |
Nico Loewe +49 721 608-41583 nico.loewe∂kit.edu |
 |
Sven Michalczyk +49 721 608-41583 sven.michalczyk∂kit.edu |
 |
Miguel Martinez +49 721 608-41583 miguel.martinez∂kit.du |
 |
Jonas Gunklach +49 721 608-41583 jonas.gunklach∂kit.edu |
Selected Publications
2023
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation using Eye-tracking Technology
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems. doi:10.1145/3607145
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems. doi:10.1145/3607145
Metadata Extraction from User Queries for Self-Service Data Lake Exploration
Gunklach, J.; Michalczyk, S.; Nadj, M.; Maedche, A.
2023. Datenbank-Spektrum, 23, 97–105. doi:10.1007/s13222-023-00448-z
Gunklach, J.; Michalczyk, S.; Nadj, M.; Maedche, A.
2023. Datenbank-Spektrum, 23, 97–105. doi:10.1007/s13222-023-00448-z
Tools of Trade of the Next Blue-Collar Job? Antecedents, Design Features, and Outcomes of Interactive Labeling SystemsFeatures, and Outcomes of Interactive Labeling Systems
Knaeble, M.; Nadj, M.; Germann, L.; Mädche, A.
2023. ECIS 2023 Proceedings
Knaeble, M.; Nadj, M.; Germann, L.; Mädche, A.
2023. ECIS 2023 Proceedings
Guidance in Business Intelligence & Analytics Systems: A Review and Research Agenda
Gunklach, J.; Nadj, M.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
Gunklach, J.; Nadj, M.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
AutoChemplete - Making Chemical Structural Formulas Accessible
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.; 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
2022
Paintings, not Noise - The Role of Variety and Self-Determination in Labeling Work and its Effects on Psychological and Performance Outcomes
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.
2022. CHI 2022 Workshop - Self-Determination Theory in HCI: Shaping a Research Agenda
Toward User-adaptive Interactive Labeling on Crowdsourcing Platforms
Knaeble, M.; Nadj, M.; Maedche, A.; Loewe, N.
2022. CHI 2022 Workshop - REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
Knaeble, M.; Nadj, M.; Maedche, A.; Loewe, N.
2022. CHI 2022 Workshop - REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
Towards a Physiological Computing Infrastructure for Researching Students’ Flow in Remote Learning – Preliminary Results from a Field Study
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
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
2021
Designing a Self-service Analytics System for Supply Base Optimization
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
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
The Economist Historical Advertisements - Objects Dataset
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:10.7801/386
The Economist Historical Advertisements - Faces Dataset
Ammann, N.; Knaeble, M.; Nadj, M.; Maedche, A.; Kluge, S.; Gehrmann, L.; Stahl, F.
2021. doi:10.7801/384
Ammann, N.; Knaeble, M.; Nadj, M.; Maedche, A.; Kluge, S.; Gehrmann, L.; Stahl, F.
2021. doi:10.7801/384
The Economist Historical Advertisements - Industry Subset ’Banking’
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:10.7801/383
The Economist Historical Advertisements – Master Dataset
Kluge, S.; Gehrmann, L.; Stahl, F.; Knaeble, M.; Nadj, M.; Maedche, A.
2021. doi:10.7801/382
Kluge, S.; Gehrmann, L.; Stahl, F.; Knaeble, M.; Nadj, M.; Maedche, A.
2021. doi:10.7801/382
An Interactive Machine Learning System for Image Advertisements
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
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
Demystifying Job Roles in Data Science: A Text Mining Approach
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)
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)
2020
The effect of interactive analytical dashboard features on situation awareness and task performance
Nadj, M.; Maedche, A.; Schieder, C.
2020. Decision support systems, 135, Art.Nr.: 113322. doi:10.1016/j.dss.2020.113322
Nadj, M.; Maedche, A.; Schieder, C.
2020. Decision support systems, 135, Art.Nr.: 113322. doi:10.1016/j.dss.2020.113322
Physio-Adaptive Systems - A State-of-the-Art Review and Future Research Directions
Loewe, N.; Nadj, M.
2020. ECIS 2020 Proceedings - Twenty-Eighth European Conference on Information Systems, Marrakesh, Marokko, June 15 - 17, 2020, 19 S
Loewe, N.; Nadj, M.
2020. ECIS 2020 Proceedings - Twenty-Eighth European Conference on Information Systems, Marrakesh, Marokko, June 15 - 17, 2020, 19 S
Oracle or Teacher? A Systematic Overview of Research on Interactive Labeling for Machine Learning
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
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
DASC-PM v1.0 : ein Vorgehensmodell für Data-Science-Projekte
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
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
To Be or Not to Be in Flow at Work: Physiological Classification of Flow using Machine Learning
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
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
Flow in knowledge work groups - Autonomy as a driver or digitally mediated communication as a limiting factor?
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)
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)
A State-of-the-Art Overview and Future Research Avenues of Self-Service Business Intelligence and Analytics
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)
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)
Power to the Oracle? Design Principles for Interactive Labeling Systems in Machine Learning
Nadj, M.; Knaeble, M.; Li, M. X.; Maedche, A.
2020. Künstliche Intelligenz, 34, 131–142. doi:10.1007/s13218-020-00634-1
Nadj, M.; Knaeble, M.; Li, M. X.; Maedche, A.
2020. Künstliche Intelligenz, 34, 131–142. doi:10.1007/s13218-020-00634-1
2019
Flow in Knowledge Work Groups – Autonomy as a Driver or Digitally Mediated Communication as a Limiting Factor?
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.; Li, M. X.; Weinhardt, C.
2019. ICIS 2019, Munich, Germany, December 15-18, 2019, 1–17, AIS eLibrary (AISeL)
Flow and optimal difficulty in the portable EEG: On the potentiality of using personalized frequency ranges for state detection
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
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
Towards an Integrative Theoretical Framework of Interactive Machine Learning Systems
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)
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)
Situation Awareness in Aircraft Ground Handling: The Impact of Auditory and Visual Notification Cues
Nadj, M.; Maedche, A.
2019. Journal of Cognitive Engineering and Decision Making. doi:10.1177/1555343419830183
Nadj, M.; Maedche, A.
2019. Journal of Cognitive Engineering and Decision Making. doi:10.1177/1555343419830183
2018
Exploring Flow Psychophysiology in Knowledge Work
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
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
BrownieR - The R-Package for Neuro Information Systems Research
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
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
Flow Neurophysiology in Knowledge Work: Electroencephalographic Observations from Two Cognitive Tasks
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
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
Designing Uncertainty-Aware Dashboards for Software Development Projects
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
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
Designing Dashboards for Operational Decision Makers’ Situation Awareness - Multiple Studies in the Real-Time Business Intelligence System Context. PhD dissertation
Nadj, M.
2018. Karlsruher Institut für Technologie (KIT)
Nadj, M.
2018. Karlsruher Institut für Technologie (KIT)
Got Flow? Using Machine Learning on Physiological Data to Classify Flow
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.; 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
2017
Flow-Erfassung am Arbeitsplatz: Aktueller Stand der Forschung und innovative Anwendungsszenarien
Rissler, R.; Nadj, M.; Maedche, A.; Koppenhagen, N.
2017. Wirtschaftsinformatik & Management, 9 (6), 12–21. doi:10.1007/s35764-017-0116-0
Rissler, R.; Nadj, M.; Maedche, A.; Koppenhagen, N.
2017. Wirtschaftsinformatik & Management, 9 (6), 12–21. doi:10.1007/s35764-017-0116-0
The psychophysiology of flow: A systematic review of peripheral nervous system features
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
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
The impact of IT-mediated interruptions on flow and task performance
Rissler, R.
2017. Doctoral Consortium Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5-10 June 2017
Rissler, R.
2017. Doctoral Consortium Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5-10 June 2017
Towards an integrative theoretical framework of IT-mediated interruptions
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)
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)
Towards a Taxonomy of Real-Time Business Intelligence Systems
Nadj, M.; Schieder, C.
2017. 25th European Conference on Information Systems (ECIS 2017), Guimarães, P, June 5-10, 2017. Proceedings, Tap Portugal
Nadj, M.; Schieder, C.
2017. 25th European Conference on Information Systems (ECIS 2017), Guimarães, P, June 5-10, 2017. Proceedings, Tap Portugal
Flow in Information Systems Research: Review, Integrative Theoretical Framework, and Future Directions
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
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
2016
Process Intelligence for the Digital Age – Process Visibility Meets Process Mining
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
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
A Situation Awareness Driven Design for Predictive Maintenance Systems: The Case of Oil and Gas Pipeline Operations
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.; 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
Quo Vadis Real-Time Business Intelligence? A Descriptive Literature Review and Future Directions
Nadj, M.; Schieder, C.
2016. Proceedings of the 24th European Conference on Information Systems, Istanbul, Turkey, June 12-15, 2016, 1–21
Nadj, M.; Schieder, C.
2016. Proceedings of the 24th European Conference on Information Systems, Istanbul, Turkey, June 12-15, 2016, 1–21
Real-Time Business Intelligence: Eine systematische Identifikation aktueller Forschungsbedarfe
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
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
Designing a supply network artifact for data, process, and people integration
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
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
The Smart Mobile Application Framework (SMAF) - Exploratory Evaluation in the Smart City Context
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
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
2015
The Effect of Recommender Systems on Users’ Situation Awareness and Actions
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)
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)
Towards a Situation-Awareness-Driven Design of Operational Business Intelligence & Analytics Systems
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
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
2013
Design Principles for Supply Network Systems. PhD dissertation
Koppenhagen, N.
2013. Universitätsbibliothek Mannheim
Koppenhagen, N.
2013. Universitätsbibliothek Mannheim
2012
Design Science Research in Action - Anatomy of Success Critical Activities for Rigor and Relevance
Koppenhagen, N.; Gaß, O.; Müller, B.
2012. 20th European Conference on Information Systems (ECIS 2012), Barcelona, Spain, June 10-13, 2012
Koppenhagen, N.; Gaß, O.; Müller, B.
2012. 20th European Conference on Information Systems (ECIS 2012), Barcelona, Spain, June 10-13, 2012
How Do Procurement Networks Become Social? Design Principles Evaluation in a Heterogeneous Environment of Structured and Unstructured Interactions
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
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
Anatomy of knowledge bases used in design science research : A literature review
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
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
2010
Towards Collaborative Procurement Network Enterprise Systems - A Design Science Research Project
Koppenhagen, N.; Mädche, A.
2010. Pre-ICIS, Workshop on Enterprise Systems, Saint Louis, USA, 11.12.2010
Koppenhagen, N.; Mädche, A.
2010. Pre-ICIS, Workshop on Enterprise Systems, Saint Louis, USA, 11.12.2010
Anatomy of Business Networks: Future Internet Enterprise Systems Accelerating Procurement Interoperability
Koppenhagen, N.; Mädche, A.
2010. Universität Mannheim Mannheim
Koppenhagen, N.; Mädche, A.
2010. Universität Mannheim Mannheim
2007
Das Schließen des Kreislaufs im Einkauf mit mySAP SRM
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
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