Martin Matzner

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 78

Top Venues

ECIS

CoRR

Wirtschaftsinformatik

HICSS

Publications

Sandra Zilker, Sven Weinzierl, Mathias Kraus, Patrick Zschech, Martin Matzner
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis. CoRR (2024)
Annina Liessmann, Sandra Zilker, Sven Weinzierl, Maria Sukhareva, Martin Matzner
Predicting Customer Satisfaction in Service Processes Using Multilingual Large Language Models. HICSS (2024)
Sven Weinzierl, Sandra Zilker, Sebastian Dunzer, Martin Matzner
Machine learning in business process management: A systematic literature review. Expert Syst. Appl. 253 (2024)
Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker
Context-aware Explanations of Accurate Predictions in Service Processes. HICSS (2024)
Sven Weinzierl, Sandra Zilker, Sebastian Dunzer, Martin Matzner
Machine learning in business process management: A systematic literature review. CoRR (2024)
Lars Ackermann, Martin Käppel, Laura Marcus, Linda Moder, Sebastian Dunzer, Markus Hornsteiner, Annina Liessmann, Yorck Zisgen, Philip Empl, Lukas-Valentin Herm, Nicolas Neis, Julian Neuberger, Leo Poss, Myriam Schaschek, Sven Weinzierl, Niklas Wördehoff, Stefan Jablonski, Agnes Koschmider, Wolfgang Kratsch, Martin Matzner, Stefanie Rinderle-Ma, Maximilian Röglinger, Stefan Schönig, Axel Winkelmann
Recent Advances in Data-Driven Business Process Management. CoRR (2024)
Jörg Becker, Friedrich Chasin, Michael Rosemann, Daniel Beverungen, Jennifer Priefer, Jan vom Brocke, Martin Matzner, Adela del-Río-Ortega, Manuel Resinas, Flávia Maria Santoro, Minseok Song, Kangah Park, Claudio Di Ciccio
City 5.0: Citizen involvement in the design of future cities. Electron. Mark. 33 (1) (2023)
Christoph Drodt, Sven Weinzierl, Martin Matzner, Patrick Delfmann
Predictive Recommining: Learning Relations Between Event Log Characteristics and Machine Learning Approaches for Supporting Predictive Process Monitoring. CAiSE Forum (2023)
Sebastian Dunzer, Willi Tang, Nico Höchstädter, Sandra Zilker, Martin Matzner
Design Principles for Using Business Process Management Systems. Business Process Management Workshops (2023)
Sandra Zilker, Sven Weinzierl, Patrick Zschech, Mathias Kraus, Martin Matzner
Best of Both Worlds: Combining Predictive Power with Interpretable and Explainable Results for Patient Pathway Prediction. ECIS (2023)
Felix Oberdorf, Myriam Schaschek, Sven Weinzierl, Nikolai Stein, Martin Matzner, Christoph M. Flath
Predictive End-to-End Enterprise Process Network Monitoring. Bus. Inf. Syst. Eng. 65 (1) (2023)
Pepe Bellin, Alessia Nowak, Duy Anh Vu, Julia Pham, Martin Matzner
Herausforderungen von KMU bei der Wertschöpfung auf B2B-Plattformen: Ein Scoping Review. Wirtschaftsinformatik (2023)
Sven Weinzierl, Christian Bartelheimer, Sandra Zilker, Daniel Beverungen, Martin Matzner
A Method for Predicting Workarounds in Business Processes. PACIS (2022)
Sandra Zilker, Emanuel Marx, Matthias Stierle, Martin Matzner
Process Mining for Advanced Service Analytics - From Process Efficiency to Customer Encounter and Experience. HICSS (2022)
Adrian Joas, Martin Matzner
Unleashing Digital Process Innovation with Process Mining: Designing a Training Concept with Action Design Research. ECIS (2022)
Lena M. Cabrera, Sven Weinzierl, Sandra Zilker, Martin Matzner
Text-Aware Predictive Process Monitoring with Contextualized Word Embeddings. Business Process Management Workshops (2022)
Finn Reiche, Markus Schmidtner, Emanuel Marx, Martin Matzner, Holger Timinger
Project Management as a B2B Service in the automotive development process. Wirtschaftsinformatik (2022)
Johannes Tenschert, Sebastian Dunzer, Martin Matzner
Notation-agnostic Subprocess Modeling for Adaptive Case Management. Wirtschaftsinformatik (2021)
Christian Marheine, Tobias Pauli, Emanuel Marx, Andrea Back, Martin Matzner
From Suppliers to Complementors: Motivational Factors for Joining Industrial Internet of Things Platform Ecosystems. HICSS (2021)
Emanuel Marx, Francisco Horacio Valdés Juárez, Willi Tang, Martin Matzner
Smart Service Systems in Mexico: Implications of the Socio-Economic Context on the Willingness to Co-Create. ECIS (2021)
Matthias Stierle, Jens Brunk, Sven Weinzierl, Sandra Zilker, Martin Matzner, Jörg Becker
Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques. ECIS (2021)
Daniel Beverungen, Joos C. A. M. Buijs, Jörg Becker, Claudio Di Ciccio, Wil M. P. van der Aalst, Christian Bartelheimer, Jan vom Brocke, Marco Comuzzi, Karsten Kraume, Henrik Leopold, Martin Matzner, Jan Mendling, Nadine Ogonek, Till Post, Manuel Resinas, Kate Revoredo, Adela del-Río-Ortega, Marcello La Rosa, Flávia Maria Santoro, Andreas Solti, Minseok Song, Armin Stein, Matthias Stierle, Verena Wolf
Seven Paradoxes of Business Process Management in a Hyper-Connected World. Bus. Inf. Syst. Eng. 63 (2) (2021)
Sebastian Dunzer, Sandra Zilker, Emanuel Marx, Valentin Grundler, Martin Matzner
The Status Quo of Process Mining in the Industrial Sector. Wirtschaftsinformatik (2021)
Christoph Drodt, Sven Weinzierl, Martin Matzner, Patrick Delfmann
The Recomminder: A decision support tool for Predictive Business Process Monitoring. BPM (PhD/Demos) (2021)
Tobias Pauli, Erwin Fielt, Martin Matzner
Digital Industrial Platforms. Bus. Inf. Syst. Eng. 63 (2) (2021)
Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker
Cause vs. effect in context-sensitive prediction of business process instances. Inf. Syst. 95 (2021)
Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner
A technique for determining relevance scores of process activities using graph-based neural networks. Decis. Support Syst. 144 (2021)
Jan Marco Leimeister, Stefan Stieglitz, Martin Matzner, Dennis Kundisch, Christoph Flath, Maximilian Röglinger
Quo Vadis Conferences in the Business and Information Systems Engineering (BISE) Community After Covid. Bus. Inf. Syst. Eng. 63 (6) (2021)
Sven Weinzierl, Sebastian Dunzer, Johannes Christian Tenschert, Sandra Zilker, Martin Matzner
Predictive Business Process Deviation Monitoring. ECIS (2021)
An Nguyen, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern M. Eskofier
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring. ICPM Workshops (2020)
Tobias Pauli, Emanuel Marx, Sebastian Dunzer, Martin Matzner
Modeling Platform Ecosystems. ER Forum/Posters/Demos (2020)
Sven Weinzierl, Sebastian Dunzer, Sandra Zilker, Martin Matzner
Prescriptive Business Process Monitoring for Recommending Next Best Actions. BPM (Forum) (2020)
Emanuel Marx, Tobias Pauli, Martin Matzner, Erwin Fielt
From Services to Smart Services: Can Service Engineering Methods get Smarter as well? Wirtschaftsinformatik (Zentrale Tracks) (2020)
Daniel Viner, Matthias Stierle, Martin Matzner
A Process Mining Software Comparison. CoRR (2020)
Willi Tang, Martin Matzner
Creating Humanistic Value with Process Mining for Improving Work Conditions - A Sociotechnical Perspective. ICIS (2020)
Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner, Gyunam Park
From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Maximilian Harl, Sven Weinzierl, Matthias Stierle, Martin Matzner
Explainable predictive business process monitoring using gated graph neural networks. J. Decis. Syst. 29 (Supplement) (2020)
Johannes Tenschert, Willi Tang, Martin Matzner
Enterprise System Capabilities for Organizational Change in the BPM Life Cycle. Business Process Management Workshops (2020)
Daniel Viner, Matthias Stierle, Martin Matzner
A Process Mining Software Comparison. ICPM Doctoral Consortium / Tools (2020)
Emanuel Marx, Matthias Stierle, Sven Weinzierl, Martin Matzner
Closing the Gap between Smart Manufacturing Applications and Data Management. Wirtschaftsinformatik (Community Tracks) (2020)
Sven Weinzierl, Verena Wolf, Tobias Pauli, Daniel Beverungen, Martin Matzner
Detecting Workarounds in Business Processes - a Deep Learning method for Analyzing Event Logs. ECIS (2020)
An Nguyen, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern M. Eskofier
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring. CoRR (2020)
Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker
XNAP: Making LSTM-Based Next Activity Predictions Explainable by Using LRP. Business Process Management Workshops (2020)
Sven Weinzierl, Matthias Stierle, Sandra Zilker, Martin Matzner
A Next Click Recommender System for Web-based Service Analytics with Context-aware LSTMs. HICSS (2020)
Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker
Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances. CoRR (2020)
Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, An Nguyen, Martin Matzner, Jörg Becker, Björn M. Eskofier
An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs. CoRR (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)
Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier
Conformance checking: A state-of-the-art literature review. CoRR (2020)
Jens Brunk, Johannes Stottmeister, Sven Weinzierl, Martin Matzner, Jörg Becker
Exploring the effect of context information on deep learning business process predictions. J. Decis. Syst. 29 (Supplement) (2020)
Sven Weinzierl, Sebastian Dunzer, Sandra Zilker, Martin Matzner
Prescriptive Business Process Monitoring for Recommending Next Best Actions. CoRR (2020)
Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner
A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks. CoRR (2020)
Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner
A Framework to Evaluate the Viability of Robotic Process Automation for Business Process Activities. BPM (Blockchain and RPA Forum) (2020)
Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner
A framework to evaluate the viability of robotic process automation for business process activities. CoRR (2020)
Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker
XNAP: Making LSTM-based Next Activity Predictions Explainable by Using LRP. CoRR (2020)
Tobias Pauli, Emanuel Marx, Martin Matzner
Leveraging Industrial IoT Platform Ecosystems: Insights from the Complementors' Perspective. ECIS (2020)
Sven Weinzierl, Kate Cerqueira Revoredo, Martin Matzner
Predictive Business Process Monitoringwith Context Information from Documents. ECIS (2019)
Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier
Conformance checking: a state-of-the-art literature review. S-BPM ONE (2019)
Christian Janiesch, Martin Matzner
BAMN: a modeling method for business activity monitoring systems. J. Decis. Syst. 28 (3) (2019)
Janina Nakladal, Jerome Geyer-Klingeberg, Matthias Stierle, Martin Matzner
From Technical Product Training to Sustainable Education for Students - A Strategic Alliance Approach to Applied MOOCs. EMOOCs-WIP (2019)
Daniel Beverungen, Oliver Müller, Martin Matzner, Jan Mendling, Jan vom Brocke
Conceptualizing smart service systems. Electron. Mark. 29 (1) (2019)
Martin Matzner, Florian Plenter, Friedrich Chasin, Jan Hendrik Betzing
New Service Development Through Action Design Research in Joint Research Projects. ECIS (2018)
Friedrich Chasin, Moritz von Hoffen, Marcus Cramer, Martin Matzner
Peer-to-peer sharing and collaborative consumption platforms: a taxonomy and a reproducible analysis. Inf. Syst. E Bus. Manag. 16 (2) (2018)
Florian Plenter, Moritz von Hoffen, Friedrich Chasin, Stefan Benhaus, Martin Matzner, Ute Paukstadt, Jörg Becker
Quantifying Consumers' Willingness to Pay for Electric Vehicle Charging. CBI (1) (2018)
Jens Brunk, Kate Revoredo, Matthias Stierle, Martin Matzner, Patrick Delfmann, Jörg Becker
Prediction of Business Process Instances with Dynamic Bayesian Networks. SIMPDA (2018)
Jan Hendrik Betzing, Moritz von Hoffen, Florian Plenter, Friedrich Chasin, Martin Matzner, Jörg Becker
One Plug at a Time - Designing a Peer-to-Peer Sharing Service for Charging Electric Vehicles. Wirtschaftsinformatik (2017)
Daniel Beverungen, Martin Matzner, Christian Janiesch
Information systems for smart services. Inf. Syst. E Bus. Manag. 15 (4) (2017)
Jan Hendrik Betzing, Daniel Beverungen, Jörg Becker, Martin Matzner, Gertrud Schmitz, Christian Bartelheimer, C. Ingo Berendes, Marina Braun, Andera Gadeib, Moritz von Hoffen, Christian Schallenberg
Interaktive, digitale Einkaufserlebnisse in Innenstädten. HMD Prax. Wirtsch. 54 (5) (2017)
Moritz von Hoffen, Friedrich Chasin, Martin Matzner, Florian Plenter, Jan Hendrik Betzing
Testing Technical Feasibility in CPS Development Projects. Wirtschaftsinformatik (2017)
Martin Matzner, Friedrich Chasin, Moritz von Hoffen, Florian Plenter, Jörg Becker
Designing a Peer-to-Peer Sharing Service as Fuel for the Development of the Electric Vehicle Charging Infrastructure. HICSS (2016)
Gerhard Satzger, Daniel Beverungen, Martin Matzner, Carola Stryja
IT und dienstleistungen für die energiewende und die elektromobilität (IDEE 2016). GI-Jahrestagung (2016)
Dominic Breuker, Martin Matzner, Patrick Delfmann, Jörg Becker
Comprehensible Predictive Models for Business Processes. MIS Q. 40 (4) (2016)
Daniel Beverungen, Christian Janiesch, Steffen Lamparter, Martin Matzner
Vorwort. MKWI (2016)
Martin Matzner, Friedrich Chasin, Lydia Todenhöfer
To Share or Not to Share: Towards Understanding the Antecedents of Participation in IT-Enabled Sharing Services. ECIS (2015)
Martin Matzner, Daniel Beverungen, Sebastian Lehnhoff, Gerhard Satzger, Michael Sonnenschein
IT und Dienstleistungen für die Energiewende und die Elektromobilität (IDEE). GI-Jahrestagung (2015)
Patrick Delfmann, Dominic Breuker, Martin Matzner, Jörg Becker
Supporting Information Systems Analysis Through Conceptual Model Query - The Diagramed Model Query Language (DMQL). Commun. Assoc. Inf. Syst. 37 (2015)
Friedrich Chasin, Martin Matzner, Matthias Löchte, Verena Wiget, Jörg Becker
The Law: The Boon and Bane of IT-enabled Peer-to-Peer Sharing and Collaborative Consumption Services. Wirtschaftsinformatik (2015)
Moritz von Hoffen, Martin Matzner, Friedrich Chasin
Designing an Ontology-Based Web Directory for the Discovery of Sharing and Collaborative Consumption Platforms. CBI (1) (2015)
Martin Matzner, Moritz von Hoffen, Tobias Heide, Florian Plenter, Friedrich Chasin
A Method for Measuring User Preferences in Information Systems Design Choices. ECIS (2015)
Dominic Breuker, Patrick Delfmann, Martin Matzner, Jörg Becker
Designing and Evaluating an Interpretable Predictive Modeling Technique for Business Processes. Business Process Management Workshops (2014)
Daniel Beverungen, Christian Janiesch, Steffen Lamparter, Martin Matzner
Vorwort. MKWI (2014)
Martin Matzner, Hendrik Scholta
Process Mining Approaches to Detect Organizational Properties in Cyber-Physical Systems. ECIS (2014)
Dominic Breuker, Martin Matzner
Performances of Business Processes and Organizational Routines: Similar Research Problems, Different Research Methods - a literature Review. ECIS (2014)
Benjamin Klör, Sebastian Bräuer, Daniel Beverungen, Martin Matzner
IT-basierte Dienstleistungen für die Elektromobilität - Konzeptioneller Rahmen undLiteraturanalyse. MKWI (2014)
Erwin Folmer, Marcel Heddier, Martin Matzner, Michael Räckers, Jörg Becker
A Method for Managing IT-Based boundary Objects: Design and Application in the Public Sector. ECIS (2014)
Jörg Becker, Dominic Breuker, Patrick Delfmann, Martin Matzner
Designing and implementing a framework for event-based predictive modelling of business processes. EMISA (2014)
Ekaterina Tarchinskaya, Victor Taratoukhine, Martin Matzner
Cloud-Based Engineering Design and Manufacturing: State of the Art. MIM (2013)
Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller, Jens Pöppelbuß
Bridging the Gap Between Manufacturing and Service Through IT-Based Boundary Objects. IEEE Trans. Engineering Management 60 (3) (2013)
Bernd Schwegmann, Martin Matzner, Christian Janiesch
preCEP: Facilitating Predictive Event-Driven Process Analytics. DESRIST (2013)
Dominic Breuker, Martin Matzner
Statistical Sequence Analysis For Business Process Mining And Organizational Routines. ECIS (2013)
Bernd Schwegmann, Martin Matzner, Christian Janiesch
A Method and Tool for Predictive Event-Driven Process Analytics. Wirtschaftsinformatik (2013)
Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller, Jens Pöppelbuß
Designing Interaction Routines in Service Networks: A Modularity and Social Construction-Based Approach. Scand. J. Inf. Syst. 25 (1) (2013)
Christian Janiesch, Martin Matzner, Oliver Müller
Beyond process monitoring: a proof-of-concept of event-driven business activity management. Bus. Process. Manag. J. 18 (4) (2012)
Jan-Philipp Friedenstab, Christian Janiesch, Martin Matzner, Oliver Müller
Extending BPMN for Business Activity Monitoring. HICSS (2012)
Martin Matzner, Armin Stein, Carl Stolze, Matthias Voigt, Fábio Alexandrini
IS Research Challenges and Needs for Service Networks - A Brazilian-German Perspective. BIR (2012)
Jörg Becker, Martin Matzner, Oliver Müller, Marcel Walter
A Review of Event Formats as Enablers of Event-Driven BPM. Business Process Management Workshops (1) (2011)
Jörg Becker, Daniel Beverungen, Martin Matzner, Oliver Müller, Jens Pöppelbuß
Design Science in Service Research: A Framework-Based Review of IT Artifacts in Germany. DESRIST (2011)
Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller
Information Needs in Service Systems - A Framework for Integrating Service and Manufacturing Business Processes. HICSS (2011)
Christian Janiesch, Robin Fischer, Martin Matzner, Oliver Müller
Business activity management for service networks in cloud environments. MW4SOC (2011)
Christian Janiesch, Martin Matzner, Oliver Müller, Robert Vollmer, Jörg Becker
Slipstream: architecture options for real-time process analytics. SAC (2011)
Christian Janiesch, Martin Matzner, Oliver Müller
A Blueprint for Event-Driven Business Activity Management. BPM (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin Matzner