Jana-Rebecca Rehse

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 54

Top Topics

Disaster Response

Business Process

Top Venues

Business Process Management Workshops

GI-Jahrestagung

Publications

Luka Abb, Jana-Rebecca Rehse
Process-related user interaction logs: State of the art, reference model, and object-centric implementation. Inf. Syst. 124 (2024)
Michael Grohs, Peter Pfeiffer, Jana-Rebecca Rehse
Business Process Deviation Prediction: Predicting Non-Conforming Process Behavior. ICPM (2023)
Luka Abb, Peter Pfeiffer, Peter Fettke, Jana-Rebecca Rehse
A Discussion on Generalization in Next-Activity Prediction. Business Process Management Workshops (2023)
Michael Grohs, Luka Abb, Nourhan Elsayed, Jana-Rebecca Rehse
Large Language Models can accomplish Business Process Management Tasks. CoRR (2023)
Marlon Dumas, Fabiana Fournier, Lior Limonad, Andrea Marrella, Marco Montali, Jana-Rebecca Rehse, Rafael Accorsi, Diego Calvanese, Giuseppe De Giacomo, Dirk Fahland, Avigdor Gal, Marcello La Rosa, Hagen Völzer, Ingo Weber
AI-augmented Business Process Management Systems: A Research Manifesto. ACM Trans. Manag. Inf. Syst. 14 (1) (2023)
Jana-Rebecca Rehse, Luise Pufahl, Michael Grohs, Lisa-Marie Klein
Process Mining Meets Visual Analytics: The Case of Conformance Checking. HICSS (2023)
Luka Abb, Peter Pfeiffer, Peter Fettke, Jana-Rebecca Rehse
A Discussion on Generalization in Next-Activity Prediction. CoRR (2023)
Nourhan Elsayed, Luka Abb, Heike Sander, Jana-Rebecca Rehse
Automating Computer Software Validation in Regulated Industries with Robotic Process Automation. BPM (Blockchain and RPA Forum) (2023)
Michael Grohs, Luka Abb, Nourhan Elsayed, Jana-Rebecca Rehse
Large Language Models Can Accomplish Business Process Management Tasks. Business Process Management Workshops (2023)
Luka Abb, Carsten Bormann, Han van der Aa, Jana-Rebecca Rehse
Trace Clustering for User Behavior Mining. ECIS (2022)
Simone Agostinelli, Andrea Marrella, Luka Abb, Jana-Rebecca Rehse
Mastering Robotic Process Automation with Process Mining. BPM (2022)
Adrian Rebmann, Jana-Rebecca Rehse, Han van der Aa
Uncovering Object-Centric Data in Classical Event Logs for the Automated Transformation from XES to OCEL. BPM (2022)
Diana Sola, Christian Warmuth, Bernhard Schäfer, Peyman Badakhshan, Jana-Rebecca Rehse, Timotheus Kampik
SAP Signavio Academic Models: A Large Process Model Dataset. ICPM Workshops (2022)
Luka Abb, Jana-Rebecca Rehse
A Reference Data Model for Process-Related User Interaction Logs. BPM (2022)
Michael Grohs, Jana-Rebecca Rehse
Attribute-Based Conformance Diagnosis: Correlating Trace Attributes with Process Conformance. ICPM Workshops (2022)
Jana-Rebecca Rehse, Luise Pufahl, Michael Grohs, Lisa-Marie Klein
Process Mining Meets Visual Analytics: The Case of Conformance Checking. CoRR (2022)
Luka Abb, Jana-Rebecca Rehse
A Reference Data Model for Process-Related User Interaction Logs. CoRR (2022)
Marlon Dumas, Fabiana Fournier, Lior Limonad, Andrea Marrella, Marco Montali, Jana-Rebecca Rehse, Rafael Accorsi, Diego Calvanese, Giuseppe De Giacomo, Dirk Fahland, Avigdor Gal, Marcello La Rosa, Hagen Völzer, Ingo Weber
Augmented Business Process Management Systems: A Research Manifesto. CoRR (2022)
Diana Sola, Christian Warmuth, Bernhard Schäfer, Peyman Badakhshan, Jana-Rebecca Rehse, Timotheus Kampik
SAP Signavio Academic Models: A Large Process Model Dataset. CoRR (2022)
Philip Hake, Jana-Rebecca Rehse, Peter Fettke
Toward Automated Support of Complaint Handling Processes: An Application in the Medical Technology Industry. J. Data Semant. 10 (1-2) (2021)
Luise Pufahl, Jana-Rebecca Rehse
Conformance Checking with Regulations - A Research Agenda. EMISA (2021)
Fareed Zandkarimi, Jonas Rennemeier, Jana-Rebecca Rehse
Are We Doing Things Right? An Approach to Measure Process Inefficiencies in the Control Flow. BPM (Forum) (2021)
Ralf Laue, Jana-Rebecca Rehse, Thorsten Schoormann
7. Workshop zum Stand und den Herausforderungen des Geschäftsprozessmanagements. GI-Jahrestagung (2021)
Alexander Berrang, Constantin Houy, Jana-Rebecca Rehse, Peter Fettke
Prozessorientierte Schulung von Einsatzkräften für robotergestützte Rettungsmissionen der Feuerwehr. Wirtschaftsinformatik (Community Tracks) (2020)
Steffen Schumann, Jana-Rebecca Rehse, Sebastian Baumann
Interactive Process Clustering with t-SNE. BPM (PhD/Demos) (2020)
Michael Fellmann, Ralf Laue, Birger Lantow, Jana-Rebecca Rehse
Stand, Herausforderungen und Impulse des Geschäftsprozessmanagements. GI-Jahrestagung (2020)
Jana-Rebecca Rehse, Michael Striewe, Meike Ullrich
2. Workshop zur Modellierung in der Hochschullehre (preface) (2nd Workshop on Modeling in Higher Education Teaching). Modellierung (Companion) (2020)
Cai Hussung, Jana-Rebecca Rehse, Constantin Houy, Peter Fettke
Entwicklung eines Referenzprozessmodells für Rettungseinsätze der Feuerwehr und Anwendung als Grundlage eines Prozessassistenzsystems. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Fareed Zandkarimi, Jana-Rebecca Rehse, Pouya Soudmand, Hartmut Hoehle
A Generic Framework for Trace Clustering in Process Mining. ICPM (2020)
Stephan Baier, Sebastian Dunzer, Peter Fettke, Constantin Houy, Martin Matzner, Peter Pfeiffer, Jana-Rebecca Rehse, Martin Scheid, Sebastian Stephan, Matthias Stierle, Brian Willems
The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Adrian Rebmann, Jana-Rebecca Rehse, Mira Pinter, Marius Schnaubelt, Kevin Daun, Peter Fettke
IoT-Based Activity Recognition for Process Assistance in Human-Robot Disaster Response. BPM (Forum) (2020)
Michael Striewe, Constantin Houy, Jana-Rebecca Rehse, Meike Ullrich, Peter Fettke, Niclas Schaper, Andreas Oberweis
Towards an Automated Assessment of Graphical (Business Process) Modelling Competences. GI-Jahrestagung (2020)
Jana-Rebecca Rehse
Leveraging Artificial Intelligence for Business Process Management (Extended Abstract). BPM (PhD/Demos) (2020)
Christian Willms, Constantin Houy, Jana-Rebecca Rehse, Peter Fettke, Ivana Kruijff-Korbayová
Team communication processing and process analytics for supporting robot-assisted emergency response. SSRR (2019)
Jana-Rebecca Rehse, Peter Fettke
A Procedure Model for Situational Reference Model Mining. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 14 (2019)
Jana-Rebecca Rehse, Nijat Mehdiyev, Peter Fettke
Towards Explainable Process Predictions for Industry 4.0 in the DFKI-Smart-Lego-Factory. Künstliche Intell. 33 (2) (2019)
Philip Hake, Jana-Rebecca Rehse, Peter Fettke
Supporting Complaint Management in the Medical Technology Industry by Means of Deep Learning. Business Process Management Workshops (2019)
Constantin Houy, Jana-Rebecca Rehse, Martin Scheid, Peter Fettke
Model-Based Compliance in Information Systems - Foundations, Case Description and Data Set of the MobIS-Challenge for Students and Doctoral Candidates. Wirtschaftsinformatik (2019)
Jana-Rebecca Rehse, Sharam Dadashnia, Peter Fettke
Business process management for Industry 4.0 - Three application cases in the DFKI-Smart-Lego-Factory. it Inf. Technol. 60 (3) (2018)
Jana-Rebecca Rehse, Peter Fettke
Clustering Business Process Activities for Identifying Reference Model Components. Business Process Management Workshops (2018)
Jana-Rebecca Rehse, Peter Fettke
Process Mining Crimes - A Threat to the Validity of Process Discovery Evaluations. BPM (Forum) (2018)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework. CoRR (2017)
Jana-Rebecca Rehse, Peter Fettke, Peter Loos
Process Mining and the Black Swan: An Empirical Analysis of the Influence of Unobserved Behavior on the Quality of Mined Process Models. Business Process Management Workshops (2017)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework. CAiSE-Forum-DC (2017)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
Predicting process behaviour using deep learning. Decis. Support Syst. 100 (2017)
Johannes Tenschert, Jana-Rebecca Rehse, Peter Fettke, Richard Lenz
Speech Acts in Actual Processes: Evaluation of Interfaces and Triggers in ITIL. Business Process Management Workshops (2017)
Jana-Rebecca Rehse, Peter Fettke, Peter Loos
A graph-theoretic method for the inductive development of reference process models. Softw. Syst. Model. 16 (3) (2017)
Jana-Rebecca Rehse, Peter Fettke
Towards Situational Reference Model Mining - Main Idea, Procedure Model & Case Study. Wirtschaftsinformatik (2017)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
Predicting Process Behaviour using Deep Learning. CoRR (2016)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
Process Discovery from Event Stream Data in the Cloud - A Scalable, Distributed Implementation of the Flexible Heuristics Miner on the Amazon Kinesis Cloud Infrastructure. CloudCom (2016)
Jana-Rebecca Rehse, Philip Hake, Peter Fettke, Peter Loos
Inductive reference model development: recent results and current challenges. GI-Jahrestagung (2016)
Jana-Rebecca Rehse, Peter Fettke, Peter Loos
An Execution-Semantic Approach to Inductive Reference Model Development. ECIS (2016)
Jana-Rebecca Rehse, Peter Fettke
Mining Reference Process Models from Large Instance Data. Business Process Management Workshops (2016)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
A Deep Learning Approach for Predicting Process Behaviour at Runtime. Business Process Management Workshops (2016)
Jana-Rebecca Rehse, Peter Fettke, Peter Loos
Eine Untersuchung der Potentiale automatisierter Abstraktionsansätze für Geschäftsprozessmodelle im Hinblick auf die induktive Entwicklung von Referenzprozessmodellen. Wirtschaftsinformatik (2013)