
Dr. Mario Nadj
- Postdoctoral researcher
- Office Hours: by appointment only
- Room: 5C-03.1
- Phone: +49 721 608-41584
- mario nadjMgv3∂kit edu
Research Interests
- Business Intelligence & Analytics
- Physiological Computing & Physiolytics
- Artificial Intelligence & Machine Learning
- Intelligent User Interface Design & Human-Computer Interaction
Short CV
Since 2020: | Substitute for the Professorship of Service Management |
Karlsruhe Institute of Technology |
Karlsruhe, Germany |
2019 – 2020: | Substitute for the Professorship of Consumer & User Behavior |
Karlsruhe Institute of Technology |
Karlsruhe, Germany |
Since 2017: |
Head of Area Intelligent Enterprise Systems & Postdoctoral Researcher at the Institute of Information Systems & Marketing |
Karlsruhe Institute of Technology |
Karlsruhe, Germany |
2014 – 2017: | Project Lead for Smart Process Applications on Big Data, Technology I/O BPM PM | SAP SE | Walldorf, Germany |
2016 – 2017: | Doctoral Researcher at the Institute of Information Systems & Marketing | Karlsruhe Institute of Technology | Karlsruhe, Germany |
2014 – 2016: | Doctoral Researcher at the Chair of Information Systems IV & Institute for Enterprise Systems | University of Mannheim | Mannheim, Germany |
2011 – 2013: | Master of Science in Finance & Information Management | Goethe University Frankfurt am Main | Frankfurt am Main, Germany |
2010 – 2011: | International Studies Abroad | Technological University Dublin | Dublin, Ireland |
2007 – 2010: | Bachelor of Science in Information Systems | University of Bamberg | Bamberg, Germany |
Teaching
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
Lectures:
- Winter 2020/2021: Business Intelligence Systems (Master's level, Lecture)
- Summer 2020: Digital Transformation of Organizations (Master's level, Lecture)
- 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)
Projects
- Advertisement over Time: Interactive Machine Learning for Image Data Analysis (running)
- Digital Citizen Science ∂ KD²Ex: Experimental Research for Wellbeing, Work, and Education at Home (running)
- Explainable Interactive Machine Learning (running)
- KERN – AI-based Competence Assistants for Digital Work (running)
- Self-Service Business Intelligence and Analytics (running)
- WorkLifeSens - Sensor-based Worklife Assistance Systems (running)
- Smart Process Applications (finished)
Community Work
Reviewer Activities:
- Reviewer for the Journal of "Business & Information Systems Engineering" (BISE)
- Reviewer for the Journal of "Künstliche Intelligenz" (KI)
- 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)
Track Chair Activities:
- Wirtschaftsinformatik (WI) 2021
- Track: Human-Computer Interaction (with Alexander Mädche and Fenne große Deters)
- Wirtschaftsinformatik (WI) 2020
- Track: Human-Computer Interaction (with Alexander Mädche and Fenne große Deters)
- Wirtschaftsinformatik (WI) 2019
- Track: Human-Computer Interaction (with Alexander Mädche and René Riedl)
Publications
PhD Theses
-
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)
Journal Articles
-
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 -
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. doi:10.1109/TAFFC.2020.3045269 -
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 -
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 -
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
-
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 -
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 -
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) -
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) -
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 -
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) -
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 -
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 -
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 -
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 -
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 -
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) -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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) -
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