Mario Nadj

According to our database, Mario Nadj authored at least 33 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

IXAII: An Interactive Explainable Artificial Intelligence Interface for Decision Support Systems.

Pauline Speckmann, Mario Nadj, Christian Janiesch

CoRR, June, 2025

Interactive Explainable Intelligent Systems: Requirements, Design Principles, and Prototypical Implementation.

Pauline Speckmann, Mario Nadj, Christian Janiesch

Proceedings of the Local Solutions for Global Challenges, 2025

Mental Readiness and Fatigue: Extended Perspectives on Cognitive Functioning and Flow Experiences at Work.

Lukas Schick, Michael Thomas Knierim, Benjamin Gaube, Mario Nadj, Alexander Mädche

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

2024

Designing for Effective Human-Guided Machine Learning Feasibility Analysis.

Jonas Gunklach, Mario Nadj, Merlin Knaeble, Isabela Bragaglia, Alexander Mädche

Proceedings of the 45th International Conference on Information Systems, 2024

2023

Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology.

Miguel Angel Meza Martínez, Mario Nadj, Moritz Langner, Peyman Toreini, Alexander Maedche

ACM Trans. Interact. Intell. Syst., December, 2023

To Be or Not to Be in Flow at Work: Physiological Classification of Flow Using Machine Learning.

Raphael Rissler, Mario Nadj, Maximilian Xiling Li, Nico Loewe, Michael T. Knierim, Alexander Maedche

IEEE Trans. Affect. Comput., 2023

What Disrupts Flow in Office Work? The Impact of Frequency and Relevance of IT-Mediated Interruptions.

Mario Nadj, Raphael Rissler, Marc T. P. Adam, Michael T. Knierim, Maximilian Xiling Li, Alexander Maedche, René Riedl

MIS Q., 2023

Metadata Extraction from User Queries for Self-Service Data Lake Exploration.

Jonas Gunklach, Sven Michalczyk, Mario Nadj, Alexander Maedche

Datenbank-Spektrum, 2023

AutoChemplete - Making Chemical Structural Formulas Accessible.

Merlin Knaeble, Gabriel Sailer, Zihan Chen, Thorsten Schwarz, Kailun Yang, Mario Nadj, Rainer Stiefelhagen, Alexander Maedche

Proceedings of the 20th International Web for All Conference, 2023

Tools of Trade of the Next Blue-Collar Job? Antecedents, Design Features, and Outcomes of Interactive Labeling Systems.

Merlin Knaeble, Mario Nadj, Luisa Germann, Alexander Maedche

Proceedings of the 31st European Conference on Information Systems, 2023

Guidance in Business Intelligence & Analytics Systems: A Review and Research Agenda.

Jonas Gunklach, Mario Nadj

Proceedings of the 31st European Conference on Information Systems, 2023

2022

Towards a Physiological Computing Infrastructure for Researching Students' Flow in Remote Learning.

Maximilian Xiling Li, Mario Nadj, Alexander Maedche, Dirk Ifenthaler, Johannes Wöhler

Technol. Knowl. Learn., 2022

2021

An Interactive Machine Learning System for Image Advertisements.

Markus Foerste, Mario Nadj, Merlin Knaeble, Alexander Maedche, Leonie Gehrmann, Florian Stahl

Proceedings of the MuC '21: Mensch und Computer 2021, 2021

Demystifying Job Roles in Data Science: A Text Mining Approach.

Sven Michalczyk, Mario Nadj, Alexander Maedche, Christoph Gröger

Proceedings of the 29th European Conference on Information Systems, 2021

Designing a Self-service Analytics System for Supply Base Optimization.

Sven Michalczyk, Mario Nadj, Harald Beier, Alexander Maedche

Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

2020

Power to the Oracle? Design Principles for Interactive Labeling Systems in Machine Learning.

Mario Nadj, Merlin Knaeble, Maximilian Xiling Li, Alexander Maedche

Künstliche Intell., 2020

The effect of interactive analytical dashboard features on situation awareness and task performance.

Mario Nadj, Alexander Maedche, Christian Schieder

Decis. Support Syst., 2020

Oracle or Teacher? A Systematic Overview of Research on Interactive Labeling for Machine Learning.

Merlin Knaeble, Mario Nadj, Alexander Maedche

Proceedings of the Entwicklungen, 2020

A State-of-the-Art Overview and Future Research Avenues of Self-Service Business Intelligence and Analytics.

Sven Michalczyk, Mario Nadj, Darius Azarfar, Alexander Maedche, Christoph Gröger

Proceedings of the 28th European Conference on Information Systems, 2020

Physio-Adaptive Systems- A State-of-the-Art Review and Future Research Directions.

Nico Loewe, Mario Nadj

Proceedings of the 28th European Conference on Information Systems, 2020

2019

Flow in Knowledge Work Groups - Autonomy as a Driver or Digitally Mediated Communication as a Limiting Factor?

Michael T. Knierim, Mario Nadj, Maximilian Xiling Li, Christof Weinhardt

Proceedings of the 40th International Conference on Information Systems, 2019

Towards an integrative Theoretical Framework of Interactive Machine Learning Systems.

Miguel Angel Meza Martínez, Mario Nadj, Alexander Maedche

Proceedings of the 27th European Conference on Information Systems, 2019

Flow and Optimal Difficulty in the Portable EEG: On the Potentiality of using Personalized Frequency Ranges for State Detection.

Michael T. Knierim, Mario Nadj, Christof Weinhardt

Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications, 2019

2018

Flow Neurophysiology in Knowledge Work: Electroencephalographic Observations from Two Cognitive Tasks.

Michael T. Knierim, Mario Nadj, Anuja Hariharan, Christof Weinhardt

Proceedings of the 5th International Conference on Physiological Computing Systems, 2018

Got Flow?: Using Machine Learning on Physiological Data to Classify Flow.

Raphael Rissler, Mario Nadj, Maximilian Xiling Li, Michael Thomas Knierim, Alexander Maedche

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Flow-Erfassung am Arbeitsplatz: Aktueller Stand der Forschung und innovative Anwendungsszenarien.

Raphael Rissler, Mario Nadj, Alexander Maedche, Norbert Koppenhagen

Wirtschaftsinformatik Manag., 2017

Flow in Information Systems Research: Review, Integrative Theoretical Framework, and Future Directions.

Raphael Rissler, Mario Nadj, Marc T. P. Adam

Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017

Towards an integrative Theoretical Framework of IT-Mediated interruptions.

Raphael Rissler, Mario Nadj, Marc T. P. Adam, Alexander Maedche

Proceedings of the 25th European Conference on Information Systems, 2017

Towards a Taxonomy of Real-Time Business Intelligence Systems.

Mario Nadj, Christian Schieder

Proceedings of the 25th European Conference on Information Systems, 2017

2016

The Smart Mobile Application Framework (SMAF) - Exploratory Evaluation in the Smart City Context.

Mario Nadj, Felix Häußler, Stefan Wenzel, Alexander Maedche

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016

Quo vadis Real-Time Business Intelligence? A Descriptive literature Review and Future Directions.

Mario Nadj, Christian Schieder

Proceedings of the 24th European Conference on Information Systems, 2016

A Situation Awareness Driven Design for predictive Maintenance Systems: the Case of Oil and gas Pipeline Operations.

Mario Nadj, Harshavardhan Jegadeesan, Alexander Maedche, Dirk Hoffmann, Philipp Erdmann

Proceedings of the 24th European Conference on Information Systems, 2016

2015

The Effect of Recommender Systems on Users' Situation Awareness and Actions.

Martin Kretzer, Mario Nadj, Alexander Mädche

Proceedings of the International Conference on Information Systems, 2015