Jens Brunk

According to our database, Jens Brunk authored at least 19 papers between 2017 and 2024.

Collaborative distances:

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

2024

Context-aware Explanations of Accurate Predictions in Service Processes.

Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2021

Prediction of business processes: selection and development of interpretable machine learning-based next activity prediction techniques.

Jens Brunk

PhD thesis, 2021

Cause vs. effect in context-sensitive prediction of business process instances.

Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker

Inf. Syst., 2021

A Framework of Business Process Monitoring and Prediction Techniques.

Frederik Wolf, Jens Brunk, Jörg Becker

Proceedings of the Innovation durch Informationssysteme, 2021

Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques.

Matthias Stierle, Jens Brunk, Sven Weinzierl, Sandra Zilker, Martin Matzner, Jörg Becker

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

2020

Exploring the effect of context information on deep learning business process predictions.

Jens Brunk, Johannes Stottmeister, Sven Weinzierl, Martin Matzner, Jörg Becker

J. Decis. Syst., 2020

An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs.

Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, An Nguyen, Martin Matzner, Jörg Becker, Björn M. Eskofier

CoRR, 2020

Multi-Class Detection of Abusive Language Using Automated Machine Learning.

Mackenzie Jorgensen, Minho Choi, Marco Niemann, Jens Brunk, Jörg Becker

Proceedings of the Entwicklungen, 2020

Structuring Business Process Context Information for Process Monitoring and Prediction.

Jens Brunk

Proceedings of the 22nd IEEE Conference on Business Informatics, 2020

Conceptualization of an Integrated Procedure Model for Business Process Monitoring and Prediction.

Jörg Becker, Jens Brunk, Wenying Ding, Marco Niemann

Proceedings of the 22nd IEEE Conference on Business Informatics, 2020

Abusive Comments in Online Media and How to Fight Them - State of the Domain and a Call to Action.

Marco Niemann, Jens Welsing, Dennis M. Riehle, Jens Brunk, Dennis Assenmacher, Jörg Becker

Proceedings of the Disinformation in Open Online Media, 2020

Building an Integrated Comment Moderation System - Towards a Semi-automatic Moderation Tool.

Dennis M. Riehle, Marco Niemann, Jens Brunk, Dennis Assenmacher, Heike Trautmann, Jörg Becker

Proceedings of the Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing, 2020

XNAP: Making LSTM-Based Next Activity Predictions Explainable by Using LRP.

Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker

Proceedings of the Business Process Management Workshops, 2020

2019

Can Analytics as a Service Save the Online Discussion Culture? - The Case of Comment Moderation in the Media Industry.

Jens Brunk, Marco Niemann, Dennis M. Riehle

Proceedings of the 21st IEEE Conference on Business Informatics, 2019

Effect of Transparency and Trust on Acceptance of Automatic Online Comment Moderation Systems.

Jens Brunk, Jana Mattern, Dennis M. Riehle

Proceedings of the 21st IEEE Conference on Business Informatics, 2019

What Is Abusive Language?

Marco Niemann, Dennis M. Riehle, Jens Brunk, Jörg Becker

Proceedings of the Disinformation in Open Online Media, 2019

2018

Prediction of Business Process Instances with Dynamic Bayesian Networks.

Jens Brunk, Kate Revoredo, Matthias Stierle, Martin Matzner, Patrick Delfmann, Jörg Becker

Proceedings of the 8th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2018), 2018

Prediction of Customer Movements in Large Tourism Industries by the Means of Process Mining.

Jens Brunk, Dennis M. Riehle, Patrick Delfmann

Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

2017

[εm] - Process Analysis using a Meta Modeling Tool.

Dennis M. Riehle, Steffen Höhenberger, Jens Brunk, Patrick Delfmann, Jörg Becker

Proceedings of the ER Forum 2017 and the ER 2017 Demo Track co-located with the 36th International Conference on Conceptual Modelling (ER 2017), Valencia, Spain,, 2017