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Mario Nadj

Dr. Mario Nadj
Postdoctoral researcher
Office Hours: by appointment only
Room: 5C-03.1
Phone: +49 721 608-41584
mario nadjXbx5∂kit edu



Research Interests

  • Business Intelligence & Analytics
  • Physiological Computing & Physiolytics
  • Artificial Intelligence & Machine Learning
  • Intelligent User Interface Design & Human-Computer Interaction

 

Publications


Journal Articles
  1. 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, 1–12. doi:10.1007/s13218-020-00634-1
  2. 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
  3. 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
Conference Papers
  1. 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
  2. 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, AISeL, Munich, Germany
  3. 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, Sétubal
  4. Towards an Integrative Theoretical Framework of Interactive Machine Learning Systems.
    Meza Martínez, M. A.; Nadj, M.; Maedche, A.
    2019. Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm, Sweden, June 8-14, 2019. Research Papers., Paper 172, AISeL, Stockholm, Sweden
  5. 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, Cham. doi:10.1007/978-3-030-01087-4_29
  6. 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, Cham. doi:10.1007/978-3-030-01087-4_12
  7. 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, Sevilla
  8. 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
  9. 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, ACM, New York (NJ). doi:10.1145/3170427.3188480
  10. 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 Electronic Library (AISeL), Atlanta
  11. 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, Lissabon
  12. 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
  13. 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, Cham
  14. 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
  15. 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
  16. 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, Ilmenau
  17. The Smart Mobile Application Framework (SMAF) - Exploratory Evaluation in the Smart City Contex.
    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, Ilmenau
  18. 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, Atlanta (GA)
  19. 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, Cork

Activities

Guest Talks:

  • March 2019: Guest Talk "Fully in Flow: How you can Concentrate better at your Workplace despite Emails & Co.",  Siemens
  • February 2017: Guest Talk "Quo Vadis Real-Time Business Intellignece?", IS Seminar Series, National University Ireland Galway
  • November 2016: Guest Talk "Process Intelligence for the Digital Age", Lecture Business Intelligence Systems (BIS), Karlsruhe Institute of Technology

Teaching:

  • Winter 2019/2020: Business Intelligence Systems (Master's level, Lecture)
  • Winter 2019/2020: Enterprise Systems (Master's level, Lecture)
  • Summer 2019: Foundations of Interactive Systems (Bachelor's level)
  • Winter 2018/2019: Business Intelligence Systems (Master's level, Lecture)
  • Winter 2018/2019: Digital Transformation of Service Systems (Master's level, Lecture)
  • Winter 2018/2019: IS Seminar Series (Master's & Bachelor's level)
  • Winter 2017/2018: Business Intelligence Systems (Master's level, Lecture)
  • Winter 2017/2018: Digital Transformation of Service Systems (Master's level, Lecture)
  • Summer 2017: Methods and Theories in Information Systems Research (Master's level, Seminar)
  • Winter 2016/2017: IS Seminar Series (Master's & Bachelor's level)
  • Summer 2016: Management of Information Systems (Master's level, Lecture)
  • Summer 2016: IS Seminar Series (Master's & Bachelor's level)
  • Winter 2015/2016: IS Seminar Series (Master's & Bachelor's level)
  • Fall 2015: Management of Enterprise Systems (Master's level, Lecture)
  • Fall 2015: SAP Arbeitsgemeinschaft (Master's & Bachelor's level, Workshop)
  • Fall 2015: IS Seminar Series (Master's & Bachelor's level)
  • Spring 2015: Operational Process Intelligence (Master's level, Software Project)
  • Spring 2015: SAP Arbeitsgemeinschaft (Master's & Bachelor's level, Workshop)
  • Spring 2015: IS Seminar Series (Master's & Bachelor's level)
  • Fall 2014: Management of Enterprise Systems (Master's level, Lecture)
  • Fall 2014: SAP Arbeitsgemeinschaft (Master's & Bachelor's level, Workshop)
  • Fall 2014: IS Seminar Series (Master's & Bachelor's level)

Industry Partner Project:

Community Activities:

  • Reviewer for the Journal of "Business & Information Systems Engineering" (BISE)
  • Reviewer for the Journal of "Artificial Intelligence" (AI)
  • Reviewer for the "International Conference on Informations Systems" (ICIS)
  • Reviewer for the "European Conference on Informations Systems" (ECIS)
  • Reviewer for the "Business Process Management" Conference (BPM)
  • Reviewer for the "International Conference on Advanced Information Systems Engineering" (CAISE)
  • Reviewer for the "Multikonferenz Wirtschaftsinformatik" Conference (MKWI)
  • Reviewer for the "Wirtschaftsinformatik" Conference (WI)
  • Reviewer for the "Conference on Business Informatics" (CBI)
  • Reviewer for the "International Conference on Business Information Systems" (BIS)
  • Reviewer for the "Workshop Business Intelligence" (WSBI)
  • Reviewer for the "Design Science Research in Information Systems and Technology" Conference (DESRIST)

Short CV

  • Since 2017: Head of Area Intelligent Enterprise Systems and Postdoctoral Researcher at the Institute of Information Systems and Marketing, Karlsruhe Institute of Technology.
  • 2014-2017: SAP SE, Project Lead for Smart Process Applications on Big Data, Technology I/O BPM PM (SE), Walldorf.
  • 2016-2017: Doctoral Researcher at the Institute of Information Systems and Marketing, Karlsruhe Institute of Technology.
  • 2014-2016: Doctoral Researcher at the Chair of Information Systems IV and Institute for Enterprise Systems, Business School, University of Mannheim.
  • 2011-2013: Master of Science in Finance and Information Management at the Goethe University Frankfurt am Main.
  • 2010-2011: International Studies Abroad at the Technological University Dublin (Ireland).
  • 2007-2010: Bachelor of Science in Information Systems at the University of Bamberg.