Latest publications

These are the latest 50 publication by the group members. The list is automatically generated from the publications available at https://orbit.dtu.dk/en/.

• The biggest business process management problems to solve before we die
  Beerepoot, I., Di Ciccio, C., Reijers, H. A., Rinderle-Ma, S., Bandara, W., Burattin, A., Calvanese, D., Chen, T., Cohen, I., Depaire, B., Di Federico, G., Dumas, M., van Dun, C., Fehrer, T., Fischer, D. A., Gal, A., Indulska, M., Isahagian, V., Klinkmüller, C., Kratsch, W., & 22 othersLeopold, H., Van Looy, A., Lopez, H., Lukumbuzya, S., Mendling, J., Meyers, L., Moder, L., Montali, M., Muthusamy, V., Reichert, M., Rizk, Y., Rosemann, M., Röglinger, M., Sadiq, S., Seiger, R., Slaats, T., Simkus, M., Someh, I. A., Weber, B., Weber, I., Weske, M. & Zerbato, F., Apr 2023, In: Computers in Industry. 146, 14 p., 103837.
• Designing secure business processes for blockchains with SecBPMN2BC
  Köpke, J., Meroni, G. & Salnitri, M., Apr 2023, In: Future Generation Computer Systems. 141, p. 382-398
• A Characterisation of Ambiguity in BPM
  Franceschetti, M., Seiger, R., López-Acosta, H-A., Burattin, A., Garcia-Banuelos, L. & Weber, B., 2023, (Accepted/In press) Proceedings of the 42nd International Conference on Conceptual Modeling (ER). Springer, 19 p.
• Beamline: A comprehensive toolkit for research and development of streaming process mining
  Burattin, A., 2023, In: Software Impacts. 17, 3 p., 100551.
• Behavioral Recommender System for Process Automation Steps
  Sani, M. F., Nikraftar, F., Sroka, M. & Burattin, A., 2023, (Accepted/In press) Proceedings of the 12th International Conference on Data Science, Technology and Applications. SciTePress, p. 255-262
• Complexity in declarative process models: Metrics and multi-modal assessment of cognitive load
  Abbad-Andaloussi, A., Burattin, A., Slaats, T., Kindler, E. & Weber, B., 2023, In: Expert Systems with Applications. 233, 15 p., 120924.
• C-3PA: Streaming Conformance, Confidence and Completeness in Prefix-Alignments
  Raun, K., Nielsen, M., Burattin, A. & Awad, A., 2023, Proceedings of CAiSE: International Conference on Advanced Information Systems Engineering 2023. Springer, Vol. 13901. p. 437–453
• Supporting Provenance and Data Awareness in Exploratory Process Mining
  Zerbato, F., Burattin, A., Völzer, H., Becker, P. N., Boscaini, E. & Weber, B., 2023, Proceedings of CAiSE: International Conference on Advanced Information Systems Engineering . Springer, Vol. 13901. p. 454–470
• Preface to the Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022)
  Pegoraro, M., Bacciu, D., Burattin, A., Carta, A., Dazzi, P., de Leoni, M., Eirinaki, M. & Varlamis, I., 2023, Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022). CEUR-WS, Vol. 3350. 7 p.
• Do You Behave Always the Same? A Process Mining Approach
  Di Federico, G. & Burattin, A., 2023, Proceedings of Process Mining Workshop: ICPM 2022 International Workshops. Springer, Vol. 468. p. 5-17
• Uncovering Change: A Streaming Approach for Declarative Processes
  Burattin, A., López, H. A. & Starklit, L., 2023, Proceedings of Process Mining Workshops: ICPM 2022 International Workshops. Springer, Vol. 468. p. 158-170
• CvAMoS - Event Abstraction Using Contextual Information
  Di Federico, G. & Burattin, A., 2023, In: Future Internet. 15, 3, 22 p., 113.
• Process Mining meets Statistical Model Checking: Towards a Novel Approach to Model Validation and Enhancement
  Casaluce, R., Burattin, A., Chiaromonte, F. & Vandin, A., 2023, Business Process Management Workshops. Springer, p. 243–256 (Lecture Notes in Business Information Processing, Vol. 460).
• vAMoS: eVent Abstraction via Motifs Search
  Di Federico, G. & Burattin, A., 2023, Business Process Management Workshops . Springer, p. 101–112 (Lecture Notes in Business Information Processing, Vol. 460).
• LiRA-CD: An open-source dataset for road condition modelling and research
  Skar, A., Vestergaard, A. M., Brüsch, T., Pour, S., Kindler, E., Alstrøm, T. S., Schlotz, U., Larsen, J. E. & Pettinari, M., 2023, In: Data in Brief. 49, 15 p., 109426.
• On the Semantic Transparency of Declarative Process Models: The Case of Constraints
  Trinh, D. M. T., Abbad-Andaloussi, A. & López-Acosta, H-A., 2023, (Accepted/In press) Proceedings of the Research Track at International Conference on Cooperative Information Systems 2023. 18 p.
• An Open-Source Modeling Editor for Declarative Process Models
  Tamo, L. K., Abbad-Andaloussi, A., Trinh, D. M. T. & López-Acosta, H-A., 2023, (Accepted/In press) Proceedings of the Demonstration Track at International Conference on Cooperative Information Systems 2023. 5 p.
• Declarative Choreographies with Time and Data
  Hildebrandt, T. T., López-Acosta, H-A. & Slaats, T., 2023, Proceedings of the the 21st International Conference of Business Process Management. Springer, Vol. 490. p. 73–89
• Pareto-Optimal Trace Generation from Declarative Process Models
  Diaz, J. F., López-Acosta, H-A., Quesada, L. & Rosero, J. C., 2023, (Accepted/In press) Proceedings of the 11th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H 2023). 12 p.
• Trusted Compliance Checking on Blockchain with Commitments: A Model-Driven Approach
  Bertolini, M., Meroni, G. & Plebani, P., 2023, Proceedings of Business Process Management Forum 2023. Springer, Vol. 490. p. 3-19
• Blockchain for Business: IT Principles into Practice
  Comuzzi, M., Grefen, P. & Meroni, G., 2023, 1 ed. Routledge. 268 p.
• Editorial: Blockchain for trusted information systems
  Meroni, G., Comuzzi, M. & Köpke, J., 2023, In: Frontiers in Blockchain. 6, 2 p.
• A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory
  Alman, A., Maggi, F. M., Montali, M., Patrizi, F. & Rivkin, A., 2023, In: Information Systems. 119, 25 p., 102271.
• Safety Verification and Universal Invariants for Relational Action Bases
  Ghilardi, S., Gianola, A., Montali, M. & Rivkin, A., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. International Joint Conferences on Artificial Intelligence Organization, p. 3248-3257 (Proceedings of the International Joint Conference on Artificial Intelligence).
• There and Back Again: On the Reconstructability and Rediscoverability of Typed Jackson Nets
  Barenholz, D., Montali, M., Polyvyanyy, A., Reijers, H. A., Rivkin, A. & van der Werf, J. M. E. M., 2023, Proceedings of the 44th International Conference on Applications and Theory of Petri Nets and Concurrency, PETRI NETS 2023. Springer, Vol. 13929. p. 37-58
• Data-aware conformance checking with SMT
  Felli, P., Gianola, A., Montali, M., Rivkin, A. & Winkler, S., 2023, In: Information Systems. 117, 19 p., 102230.
• Monitoring hybrid process specifications with conflict management: An automata-theoretic approach
  Alman, A., Maggi, F. M., Montali, M., Patrizi, F. & Rivkin, A., 2023, In: Artificial Intelligence in Medicine. 139, 13 p., 102512.
• Streaming Process Mining with Beamline
  Burattin, A., 2022, Proceedings of the ICPM Doctoral Consortium and Demo Track 2022. CEUR-WS, 5 p. 16. (CEUR Workshop Proceedings, Vol. 3299).
• PURPLE: a PURPose-guided Log GEnerator
  Burattin, A., Re, B., Rossi, L. & Tiezzi, F., 2022, Proceedings of the ICPM Doctoral Consortium and Demo Track 2022. CEUR-WS, 5 p. 19. (CEUR Workshop Proceedings, Vol. 3299).
• A Purpose-Guided Log Generation Framework
  Burattin, A., Re, B., Rossi, L. & Tiezzi, F., 2022, Proceedings of 20^th International Conference of Business Process Management. Springer, p. 181-198 (Lecture Notes in Computer Science, Vol. 13420).
• Streaming Process Mining
  Burattin, A., 2022, Process Mining Handbook. Springer, Vol. 448. p. 349-372 (Lecture Notes in Business Information Processing, Vol. 448).
• Linac: A Smart Environment Simulator of Human Activities
  Di Federico, G., Nikolajsen, E. R., Azam, M. & Burattin, A., 2022, Proceedings of 3^rd International Conference on Process Mining. Munoz-Gama, J. & Lu, X. (eds.). Springer, p. 60-72 (Lecture Notes in Business Information Processing, Vol. 433 ).
• Process Mining for Healthcare: Characteristics and Challenges
  Munoz-Gama, J., Martin, N., Fernandez-Llatas, C., Johnson, O. A., Sepúlveda, M., Helm, E., Galvez-Yanjari, V., Rojas, E., Martinez-Millana, A., Aloini, D., Amantea, I. A., Andrews, R., Arias, M., Beerepoot, I., Benevento, E., Burattin, A., Capurro, D., Carmona, J., Comuzzi, M., Dalmas, B., & 35 othersFuente, R. D. L., Francescomarino, C. D., Ciccio, C. D., Gatta, R., Ghidini, C., Gonzalez-Lopez, F., Ibanez-Sanchez, G., Klasky, H. B., Prima Kurniati, A., Lu, X., Mannhardt, F., Mans, R., Marcos, M., Medeiros de Carvalho, R., Pegoraro, M., Poon, S. K., Pufahl, L., Reijers, H. A., Remy, S., Rinderle-Ma, S., Sacchi, L., Seoane, F., Song, M., Stefanini, A., Sulis, E., Ter Hofstede, A. H. M., Toussaint, P. J., Traver, V., Valero-Ramon, Z., Weerd, I. V. D., van der Aalst, W. M. P., Vanwersch, R., Weske, M., Wynn, M. T. & Zerbato, F., 2022, In: Journal of Biomedical Informatics. 127, 15 p., 103994.
• How to (re)design declarative process notations? A view from the lens of cognitive effectiveness frameworks
  López-Acosta, H-A. & Simon, V. D., 2022, Proceedings of 15^th IFIP Working Conference on the Practice of Enterprise Modeling 2022. CEUR-WS, 17 p. (CEUR Workshop Proceedings).
• Can AMR Assist Legal and Logical Reasoning?
  Schrack, N., Cui, R., López-Acosta, H-A. & Hershcovich, D., 2022, Findings of the Association for Computational Linguistics. Association for Computational Linguistics, p. 1555 - 1568
• DeepThought: a Reputation and Voting-based Blockchain Oracle
  Di Gennaro, M., Italiano, L., Meroni, G. & Quattrocchi, G., 2022, Service-Oriented Computing. Springer, p. 369–383 (Lecture Notes in Computer Science, Vol. 13740).
• Process Mining and Clinical Pathways: an application to Breast cancer data in Tuscany
  Ferré, F., Seghieri, C., Burattin, A. & Vandin, A., 2021, Proceedings of 4^th International Workshop on Process-Oriented Data Science for Healthcare 2021. 2 p.
• Exploring the Conformance Space (Extended Abstract)⋆
  Burattin, A., Gianola, A., López, H. A. & Montali, M., 2021, Proceedings of the 1^st Italian Forum on Business Process Management. CEUR-WS, 6 p. (CEUR Workshop Proceedings, Vol. 2952).
• Human Behavior as a Process Model: Which Language to Use?⋆
  Di Federico, G., Burattin, A. & Montali, M., 2021, Proceedings of the 1^st Italian Forum on Business Process Management. CEUR-WS, p. 18-25 (CEUR Workshop Proceedings, Vol. 2952).
• Granularity in process mining: Can we fix it?
  Zerbato, F., Seiger, R., Di Federico, G., Burattin, A. & Weber, B., 2021, PROBLEMS 2021: BPM Problems to Solve Before We Die 2021. CEUR-WS, Vol. 2938. p. 40-44 (CEUR Workshop Proceedings, Vol. 2938).
• Unleashing textual descriptions of business processes
  Sànchez-Ferreres, J., Burattin, A., Carmona, J., Montali, M., Padró, L. & Quishpi, L., 2021, In: Software and Systems Modeling. 20, p. 2131–2153
• Orientation and conformance: A HMM-based approach to online conformance checking
  Lee, W. L. J., Burattin, A., Munoz-Gama, J. & Sepúlveda, M., 2021, In: Information Systems. 102, 38 p., 101674.
• Live Road Condition Assessment with Internal Vehicle Sensors
  Levenberg, E., Skar, A., Pour, S. M., Kindler, E., Pettinari, M., Bajic, M., Alstrom, T. S. & Schlotz, U., 2021, In: Transportation Research Record. 2675, 10, 11 p.
• On the declarative paradigm in hybrid business process representations: A conceptual framework and a systematic literature study
  Abbad Andaloussi, A., Burattin, A., Slaats, T., Kindler, E. & Weber, B., Jul 2020, In: Information Systems. 91, 27 p., 101505.
• MQTT-XES: Real-time telemetry for process event data
  Burattin, A., Eigenmann, M., Seiger, R. & Weber, B., 2020, In: CEUR Workshop Proceedings. 2673, p. 97-101
• Special issue on business process intelligence
  Burattin, A., De Weerdt, J., van Dongen, B. F., Claes, J. & Van Der Aalst, W., 2020, In: Computing. 2 p.
• The Internet of Things Meets Business Process Management: A Manifesto
  Janiesch, C., Koschmider, A., Mecella, M., Weber, B., Burattin, A., Di Ciccio, C., Fortino, G., Gal, A., Kannengiesser, U., Leotta, F., Mannhardt, F., Marrella, A., Mendling, J., Oberweis, A., Reichert, M., Rinderle-Ma, S., Serral, E., Song, W., Su, J., Torres, V., & 3 othersWeidlich, M., Weske, M. & Zhang, L., 2020, In: I E E E Systems, Man and Cybernetics Magazine. 6, 4, p. 34-44
• Towards IoT-driven Process Event Log Generation for Conformance Checking in Smart Factories
  Seiger, R., Zerbato, F., Burattin, A., Garcia-Banuelos, L. & Weber, B., 2020, Proceedings of 2020 IEEE 24^th International Enterprise Distributed Object Computing Workshop. IEEE, p. 20-26
• Understanding quality in declarative process modeling through the mental models of experts
  Abbad Andaloussi, A., Davis, C. J., Burattin, A., López, H. A., Slaats, T. & Weber, B., 2020, Business Process Management. Fahland, D., Ghidini, C., Becker, J. & Dumas, M. (eds.). Springer, p. 417-434 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12168 LNCS).
• Towards Online Discovery of Data-Aware Declarative Process Models from Event Streams
  Navarin, N., Cambiaso, M., Burattin, A., Maggi, F. M., Oneto, L. & Sperduti, A., 2020, Proceedings of the 2020 International Joint Conference on Neural Networks. IEEE, 8 p.