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1. Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems

Author

Polyvyanyy, Artem, Solti, Andreas, Weidlich, Matthias, Di Ciccio, Claudio, and Mendling, Jan

Subjects
Computer Science - Formal Languages and Automata Theory
Abstract

The behavioural comparison of systems is an important concern of software engineering research. For example, the areas of specification discovery and specification mining are concerned with measuring the consistency between a collection of execution traces and a program specification. This problem is also tackled in process mining with the help of measures that describe the quality of a process specification automatically discovered from execution logs. Though various measures have been proposed, it was recently demonstrated that they neither fulfil essential properties, such as monotonicity, nor can they handle infinite behaviour. In this paper, we address this research problem by introducing a new framework for the definition of behavioural quotients. We proof that corresponding quotients guarantee desired properties that existing measures have failed to support. We demonstrate the application of the quotients for capturing precision and recall measures between a collection of recorded executions and a system specification. We use a prototypical implementation of these measures to contrast their monotonic assessment with measures that have been defined in prior research.

Published
2018
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2. Blockchains for Business Process Management - Challenges and Opportunities

Author

Mendling, Jan, Weber, Ingo, van der Aalst, Wil, Brocke, Jan vom, Cabanillas, Cristina, Daniel, Florian, Debois, Soren, Di Ciccio, Claudio, Dumas, Marlon, Dustdar, Schahram, Gal, Avigdor, Garcia-Banuelos, Luciano, Governatori, Guido, Hull, Richard, La Rosa, Marcello, Leopold, Henrik, Leymann, Frank, Recker, Jan, Reichert, Manfred, Reijers, Hajo A., Rinderle-Ma, Stefanie, Rogge-Solti, Andreas, Rosemann, Michael, Schulte, Stefan, Singh, Munindar P., Slaats, Tijs, Staples, Mark, Weber, Barbara, Weidlich, Matthias, Weske, Mathias, Xu, Xiwei, and Zhu, Liming

Subjects
Computer Science - Software Engineering
Abstract

Blockchain technology promises a sizable potential for executing inter-organizational business processes without requiring a central party serving as a single point of trust (and failure). This paper analyzes its impact on business process management (BPM). We structure the discussion using two BPM frameworks, namely the six BPM core capabilities and the BPM lifecycle. This paper provides research directions for investigating the application of blockchain technology to BPM., Comment: Preprint for ACM TMIS

Published
2017

3. Preparation

Author

Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, Weidlich, Matthias, Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, and Weidlich, Matthias

Published
2018
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6. Conformance Checking Software

Author

Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, Weidlich, Matthias, Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, and Weidlich, Matthias

Published
2018
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8. Understanding Processes

Author

Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, Weidlich, Matthias, Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, and Weidlich, Matthias

Published
2018
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9. Advanced Alignment Techniques

Author

Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, Weidlich, Matthias, Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, and Weidlich, Matthias

Published
2018
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11. Interpreting Alignments

Author

Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, Weidlich, Matthias, Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, and Weidlich, Matthias

Published
2018
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15. Seven Paradoxes of Business Process Management in a Hyper-Connected World

Author

Beverungen, Daniel, Buijs, Joos C. A. M., Becker, Jörg, Di Ciccio, Claudio, van der Aalst, Wil M. P., Bartelheimer, Christian, vom Brocke, Jan, Comuzzi, Marco, Kraume, Karsten, Leopold, Henrik, Matzner, Martin, Mendling, Jan, Ogonek, Nadine, Post, Till, Resinas, Manuel, Revoredo, Kate, del-Río-Ortega, Adela, La Rosa, Marcello, Santoro, Flávia Maria, Solti, Andreas, Song, Minseok, Stein, Armin, Stierle, Matthias, and Wolf, Verena

Published
2021
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17. Epilogue

Author

Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, Weidlich, Matthias, Carmona, Josep, van Dongen, Boudewijn, Solti, Andreas, and Weidlich, Matthias

Published
2018
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18. Automatic Root Cause Identification Using Most Probable Alignments

Author

Koorneef, Marie, Solti, Andreas, Leopold, Henrik, Reijers, Hajo A., van der Aalst, Wil M. P., Series editor, Mylopoulos, John, Series editor, Rosemann, Michael, Series editor, Shaw, Michael J., Series editor, Szyperski, Clemens, Series editor, Teniente, Ernest, editor, and Weidlich, Matthias, editor

Published
2018
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21. Time Series Petri Net Models : Enrichment and Prediction

Author

Solti, Andreas, Vana, Laura, Mendling, Jan, van der Aalst, Wil M.P., Series editor, Mylopoulos, John, Series editor, Rosemann, Michael, Series editor, Shaw, Michael J., Series editor, Szyperski, Clemens, Series editor, Ceravolo, Paolo, editor, and Rinderle-Ma, Stefanie, editor

Published
2017
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22. Discovery of Fuzzy DMN Decision Models from Event Logs

Author

Bazhenova, Ekaterina, Haarmann, Stephan, Ihde, Sven, Solti, Andreas, Weske, Mathias, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Dubois, Eric, editor, and Pohl, Klaus, editor

Published
2017
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24. In Log and Model We Trust? A Generalized Conformance Checking Framework

Author

Rogge-Solti, Andreas, Senderovich, Arik, Weidlich, Matthias, Mendling, Jan, Gal, Avigdor, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, La Rosa, Marcello, editor, Loos, Peter, editor, and Pastor, Oscar, editor

Published
2016
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25. Efficient and Customisable Declarative Process Mining with SQL

Author

Schönig, Stefan, Rogge-Solti, Andreas, Cabanillas, Cristina, Jablonski, Stefan, Mendling, Jan, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Nurcan, Selmin, editor, Soffer, Pnina, editor, Bajec, Marko, editor, and Eder, Johann, editor

Published
2016
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26. The ROAD from Sensor Data to Process Instances via Interaction Mining

Author

Senderovich, Arik, Rogge-Solti, Andreas, Gal, Avigdor, Mendling, Jan, Mandelbaum, Avishai, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Nurcan, Selmin, editor, Soffer, Pnina, editor, Bajec, Marko, editor, and Eder, Johann, editor

Published
2016
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27. Mining Project-Oriented Business Processes

Author

Bala, Saimir, Cabanillas, Cristina, Mendling, Jan, Rogge-Solti, Andreas, Polleres, Axel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Motahari-Nezhad, Hamid Reza, editor, Recker, Jan, editor, and Weidlich, Matthias, editor

Published
2015
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28. Data-Driven Performance Analysis of Scheduled Processes

Author

Senderovich, Arik, Rogge-Solti, Andreas, Gal, Avigdor, Mendling, Jan, Mandelbaum, Avishai, Kadish, Sarah, Bunnell, Craig A., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Motahari-Nezhad, Hamid Reza, editor, Recker, Jan, editor, and Weidlich, Matthias, editor

Published
2015
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31. Temporal Anomaly Detection in Business Processes

Author

Rogge-Solti, Andreas, Kasneci, Gjergji, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Sadiq, Shazia, editor, Soffer, Pnina, editor, and Völzer, Hagen, editor

Published
2014
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32. Enabling Semantic Complex Event Processing in the Domain of Logistics

Author

Metzke, Tobias, Rogge-Solti, Andreas, Baumgrass, Anne, Mendling, Jan, Weske, Mathias, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, Lomuscio, Alessio R., editor, Nepal, Surya, editor, Patrizi, Fabio, editor, Benatallah, Boualem, editor, and Brandić, Ivona, editor

Published
2014
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36. Conformance Checking

Author

Carmona, Josep, primary, van Dongen, Boudewijn, additional, Solti, Andreas, additional, and Weidlich, Matthias, additional

Published
2018
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37. Improving Documentation by Repairing Event Logs

Author

Rogge-Solti, Andreas, Mans, Ronny S., van der Aalst, Wil M. P., Weske, Mathias, van der Aalst, Wil, Series editor, Mylopoulos, John, Series editor, Rosemann, Michael, Series editor, Shaw, Michael J., Series editor, Szyperski, Clemens, Series editor, Grabis, Janis, editor, Kirikova, Marite, editor, Zdravkovic, Jelena, editor, and Stirna, Janis, editor

Published
2013
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38. Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays

Author

Rogge-Solti, Andreas, Weske, Mathias, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Basu, Samik, editor, Pautasso, Cesare, editor, Zhang, Liang, editor, and Fu, Xiang, editor

Published
2013
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39. Repairing Event Logs Using Timed Process Models

Author

Rogge-Solti, Andreas, Mans, Ronny S., van der Aalst, Wil M. P., Weske, Mathias, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Demey, Yan Tang, editor, and Panetto, Hervé, editor

Published
2013
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40. Embedding Conformance Checking in a Process Intelligence System in Hospital Environments

Author

Kirchner, Kathrin, Herzberg, Nico, Rogge-Solti, Andreas, Weske, Mathias, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Lenz, Richard, editor, Miksch, Silvia, editor, Peleg, Mor, editor, Reichert, Manfred, editor, Riaño, David, editor, and ten Teije, Annette, editor

Published
2013
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41. Enabling Probabilistic Process Monitoring in Non-automated Environments

Author

Rogge-Solti, Andreas, Weske, Mathias, van der Aalst, Wil, editor, Mylopoulos, John, editor, Rosemann, Michael, editor, Shaw, Michael J., editor, Szyperski, Clemens, editor, Bider, Ilia, editor, Halpin, Terry, editor, Krogstie, John, editor, Nurcan, Selmin, editor, Proper, Erik, editor, Schmidt, Rainer, editor, Soffer, Pnina, editor, and Wrycza, Stanisław, editor

Published
2012
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42. Business Process Configuration Wizard and Consistency Checker for BPMN 2.0

Author

Rogge-Solti, Andreas, Kunze, Matthias, Awad, Ahmed, Weske, Mathias, van der Aalst, Wil, Series editor, Mylopoulos, John, Series editor, Rosemann, Michael, Series editor, Shaw, Michael J., Series editor, Szyperski, Clemens, Series editor, Halpin, Terry, editor, Nurcan, Selmin, editor, Krogstie, John, editor, Soffer, Pnina, editor, Proper, Erik, editor, Schmidt, Rainer, editor, and Bider, Ilia, editor

Published
2011
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48. Seven Paradoxes of Business Process Management in a Hyper-Connected World

Author

Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos, Universidad de Sevilla. TIC205: Ingeniería del Software Aplicada, European Union (UE). H2020, Beverungen, Daniel, Buijs, Joos C.A.M., Becquer, Jörg, Di Ciccio, Claudio, Aalst, Wil van der, Bartelheimer, Christian, Brocke, Jan Vom, Comuzzi, Marco, Kraume, Karsten, Leopold, Henrik, Matzner, Martin, Mendling, Jan, Ogonek, Nadine, Post, Till, Resinas Arias de Reyna, Manuel, Revoredo, Kate, Río Ortega, Adela del, La Rosa, Marcello, Santoro, Flavia María, Solti, Andreas, Song, Minseok, Stein, Armin, Stierle, Matthias, Wolf, Verena, Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos, Universidad de Sevilla. TIC205: Ingeniería del Software Aplicada, European Union (UE). H2020, Beverungen, Daniel, Buijs, Joos C.A.M., Becquer, Jörg, Di Ciccio, Claudio, Aalst, Wil van der, Bartelheimer, Christian, Brocke, Jan Vom, Comuzzi, Marco, Kraume, Karsten, Leopold, Henrik, Matzner, Martin, Mendling, Jan, Ogonek, Nadine, Post, Till, Resinas Arias de Reyna, Manuel, Revoredo, Kate, Río Ortega, Adela del, La Rosa, Marcello, Santoro, Flavia María, Solti, Andreas, Song, Minseok, Stein, Armin, Stierle, Matthias, and Wolf, Verena

Abstract

Business Process Management is a boundary spanning discipline that aligns operational capabilities and technology to design and manage business processes. The Digital Transformation has enabled human actors, infor mation systems, and smart products to interact with each other via multiple digital channels. The emergence of this hyper-connected world greatly leverages the prospects of business processes – but also boosts their complexity to a new level. We need to discuss how the BPM discipline can find new ways for identifying, analyzing, designing, implementing, executing, and monitoring business pro cesses. In this research note, selected transformative trends are explored and their impact on current theories and IT artifacts in the BPM discipline is discussed to stimulate transformative thinking and prospective research in this field

Published
2021

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