Mario Nadj

Orcid: 0000-0002-6901-9450

According to our database1, Mario Nadj authored at least 28 papers between 2015 and 2023.

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Bibliography

2023
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology.
ACM Trans. Interact. Intell. Syst., December, 2023

To Be or Not to Be in Flow at Work: Physiological Classification of Flow Using Machine Learning.
IEEE Trans. Affect. Comput., 2023

What Disrupts Flow in Office Work? The Impact of Frequency and Relevance of IT-Mediated Interruptions.
MIS Q., 2023

Metadata Extraction from User Queries for Self-Service Data Lake Exploration.
Datenbank-Spektrum, 2023

AutoChemplete - Making Chemical Structural Formulas Accessible.
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.
Proceedings of the 31st European Conference on Information Systems, 2023

Guidance in Business Intelligence & Analytics Systems: A Review and Research Agenda.
Proceedings of the 31st European Conference on Information Systems, 2023

2022
Towards a Physiological Computing Infrastructure for Researching Students' Flow in Remote Learning.
Technol. Knowl. Learn., 2022

2021
An Interactive Machine Learning System for Image Advertisements.
Proceedings of the MuC '21: Mensch und Computer 2021, 2021

Demystifying Job Roles in Data Science: A Text Mining Approach.
Proceedings of the 29th European Conference on Information Systems, 2021

Designing a Self-service Analytics System for Supply Base Optimization.
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.
Künstliche Intell., 2020

The effect of interactive analytical dashboard features on situation awareness and task performance.
Decis. Support Syst., 2020

Oracle or Teacher? A Systematic Overview of Research on Interactive Labeling for Machine Learning.
Proceedings of the Entwicklungen, 2020

A State-of-the-Art Overview and Future Research Avenues of Self-Service Business Intelligence and Analytics.
Proceedings of the 28th European Conference on Information Systems, 2020

Physio-Adaptive Systems- A State-of-the-Art Review and Future Research Directions.
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?
Proceedings of the 40th International Conference on Information Systems, 2019

Towards an integrative Theoretical Framework of Interactive Machine Learning Systems.
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.
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.
Proceedings of the 5th International Conference on Physiological Computing Systems, 2018

Got Flow?: Using Machine Learning on Physiological Data to Classify Flow.
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.
Wirtschaftsinformatik Manag., 2017

Flow in Information Systems Research: Review, Integrative Theoretical Framework, and Future Directions.
Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017

Towards an integrative Theoretical Framework of IT-Mediated interruptions.
Proceedings of the 25th European Conference on Information Systems, 2017

Towards a Taxonomy of Real-Time Business Intelligence Systems.
Proceedings of the 25th European Conference on Information Systems, 2017

2016
Quo vadis Real-Time Business Intelligence? A Descriptive literature Review and Future Directions.
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.
Proceedings of the 24th European Conference on Information Systems, 2016

2015
The Effect of Recommender Systems on Users' Situation Awareness and Actions.
Proceedings of the International Conference on Information Systems, 2015


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