Publications

Here you can see the list of my publications. You can find it on DBLP and on Google Scholar Citations as well. Please note that the papers posted here consist of preliminary versions of papers that are about to be published or have been published in journals or conference proceedings. For final versions, please see cited journals or proceedings.

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2026

• S. Agostinelli, A. del-Río-Ortega, B. Estrada-Torres, R. Goñi-Medina, A. Marrella, M. Resinas, J. Rossi
  PPIPilot: Automating the suggestion and computation of Process Performance Indicators from event logs
  Information Systems, Volume 142, Elsevier, December 2026 [DOI]

• A. Giovannetti, G. Acitelli, A. Casciani, C. Di Ciccio, A. Marrella
  Customizable Declarative Process Specification Scenarios via Automated Planning
  24th International Conference on Business Process Management (BPM 2026), Springer, Toronto, Canada, 27 September - 2 October 2026 [in press]

• S. Agostinelli, F. De Luzi, S. Giovannetti, A. Marrella, F. Nonino
  Systematic and Automated Diagnosis of Process Models Using Reference Frameworks
  24th International Conference on Business Process Management (BPM 2026), Forum track, Springer, Toronto, Canada, 27 September - 2 October 2026 [in press]

• A. Bravo, S. Agostinelli, A. del-Río-Ortega, A. Marrella, M. Resinas, J. Rossi
  From Event Logs to Process Performance Indicators via Declarative Process Mining
  24th International Conference on Business Process Management (BPM 2026), Forum track, Springer, Toronto, Canada, 27 September - 2 October 2026 [in press]

• A. Casciani, S. Agostinelli, Y. Lesperance, A. Marrella, S. Sardina
  Formal semantics for knowledge representation and automated reasoning in BPMN process models
  Information Systems, Volume 140, Elsevier, August-September 2026 [DOI]

• D. Calvanese, A. Casciani, G. De Giacomo, M. Dumas, F. Fournier, T. Kampik, E. La Malfa, L. Limonad, A. Marrella, A. Metzger, M. Montali, et al.
  Agentic Business Process Management: A research manifesto
  Information Systems, Volume 140, Elsevier, August-September 2026 [DOI]

• S. Agostinelli, P. Bisconti, A. Casciani, A. Marrella, J.R. Rehse, et al.
  Exploring Human Trust in Software Robots for Robotic Process Automation
  Business & Information Systems Engineering, 2026 [DOI]

• A. Casciani, A. Marrella
  Neuro-Symbolic Conversational AI for Reliable Production Service Intelligence
  20th Symposium and Summer School on Service-Oriented Computing (SummerSoc 2026), IEEE, Crete, Greece, 29 June - 4 July 2026 [in press]

• G. Acitelli, A. Marrella
  Business Process Execution as a Service: Leveraging Automated Planning for Framed Autonomy in AI-Augmented BPMSs
  20th Symposium and Summer School on Service-Oriented Computing (SummerSoc 2026), IEEE, Crete, Greece, 29 June - 4 July 2026 [in press]

• G. Blasilli, L.S. Ferro, S. Lenti, F.M. Maggi, A. Marrella, T. Catarci
  Improving the understandability of declarative process discovery results using easyDeclare
  Information Systems, Volume 138, Elsevier, June 2026 [DOI]

• A. Casciani, A. Giovannetti, S. Macagnano, A. Marrella, M. L. Bernardi, M. Cimitile, F. M. Maggi
  Predictive Process Monitoring via Automated Planning
  38th International Conference on Advanced Information Systems Engineering (CAiSE 2026), Forum track, Springer, Verona, Italy, 8-12 June 2026 [DOI]

• A. Casciani, F. Italia, L. Lestingi, M. Marinacci, A. Marrella, A. Matta
  FIDES: A Neuro-Symbolic Conversational Tool for Faithful Production Process Intelligence
  38th International Conference on Advanced Information Systems Engineering (CAiSE 2026), Forum track, Springer, Verona, Italy, 8-12 June 2026 [DOI]

• A. Casciani, L. Lestingi, A. Marrella, A. Matta
  Developing Neuro-Symbolic Conversational Systems for Reliable Multi-Perspective Production Process Intelligence
  38th International Conference on Advanced Information Systems Engineering (CAiSE 2026), Tutorial Extended Abstract, Springer, Verona, Italy, 8-12 June 2026 [DOI]

• G. Acitelli, A. Marrella, J. Rossi, G. Troilo, H. van der Aa
  Generating Domain Models for Automated Planning from Natural Language Descriptions
  2026 IEEE Conference on Artificial Intelligence (CAI 2026), IEEE, Granada, Spain, 8-10 May 2026 [DOI]

• A. Casciani, M.L. Bernardi, M. Cimitile, A. Marrella
  Enhancing next activity prediction in process mining with Retrieval-Augmented Generation
  Information Systems, Volume 137, Elsevier, April 2026 [DOI]

• S. Agostinelli, F. De Luzi, F.M. Maggi, A. Marrella, A. Volpi
  Design patterns for GDPR-aware process modeling in BPMN
  Information Systems, Volume 137, Elsevier, April 2026 [DOI]

• A. Casciani, M.L. Bernardi, M. Cimitile, A. Marrella
  Enabling natural language analysis for object-centric event logs
  Process Science, Volume 3, Springer Nature, February 2026 [DOI]

• F. De Luzi, F. Leotta, A. Marrella, M. Mecella, F. Monti
  On the Interplay Between Business Process Management and Internet-of-Things
  Book Chapter, Internet of Things Meets Business Process Management. A Synergistic Integration, Springer, January 2026 [DOI]

2025

• G. Ricci, P. Buono, T. Krause, P. Tamla, M. Hemmje, F. De Luzi, F. Leotta, A. Marrella, F. Monti, M. Mecella
  Responsible Use of AI in Genomics and Ethical Implications
  2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2025), IEEE, Wuhan, China, 15-18 December 2025 [DOI]

• D. Calvanese, G. De Giacomo, T. Kampik, Y. Lespérance, A. Marrella, A. Matta
  Autonomy in Business Process Execution: Why We Need First-Class Abstractions for Goals and Normative Frames
  4th Int. Workshop on Process Management in the AI Era (PMAI 2025), co-located with ECAI 2025, CEUR-WS (Volume 4087), Bologna, Italy, 25 October 2025 [URL]

• H. Reiter, J. Edinger, M. Kabierski, A. Koschmider, O. Landsiedel, A. Lepsien, X. Lu, A. Marrella, E. Serral, S. Schulte, F. Tschorsch, M. Weidlich, W. Hasselbring
  ContinuumConductor : Decentralized Process Mining on the Edge-Cloud Continuum
  4th Workshop on Collaboration Mining for Distributed Systems (CoMinDS 2025), co-located with ICPM 2025, Springer LNBIP (Volume TBD), Montevideo, Uruguay, 20 October 2025 [URL]

• G. Acitelli, A. Alman, F. M. Maggi, A. Marrella
  Achieving Framed Autonomy in AI-Augmented Business Process Management Systems through Automated Planning
  Information Systems, Volume 133, Elsevier, August-September 2025 [DOI]

• G. Acitelli, E. De Bellis, F. M. Maggi, A. Marrella, F. Patrizi
  Aligning Metric Temporal Constraints and Event Logs via Numeric Planning
  23rd International Conference on Business Process Management (BPM 2025), Springer, Seville, Spain, 31 August-5 September 2025 [DOI]

• P.H. Wittlinger, G. Acitelli, A. Alman, F.M. Maggi, A. Marrella
  FrAIm: A What-If Analysis Tool Enabling Framed Autonomy via Automated Planning
  23rd International Conference on Business Process Management (BPM 2025), Demonstration Track, CEUR-WS (Volume 4032), Seville, Spain, 31 August-5 September 2025 [URL]

• A. Casciani, L. Lestingi, A. Marrella, A. Matta
  A Conversational Framework for Faithful Multi-Perspective Analysis of Production Systems
  37th International Conference on Advanced Information Systems Engineering (CAiSE 2025), Springer, Vienna, Austria, 16-20 June 2025 [DOI]

• S. Agostinelli, A. del Río Ortega, R. Goñi Medina, A. Marrella, M. Resinas, J. Rossi
  Automating Performance Insights: Suggesting and Computing Process Performance Indicators from Event Logs
  37th International Conference on Advanced Information Systems Engineering (CAiSE 2025), Springer, Vienna, Austria, 16-20 June 2025 [DOI]

• S. Agostinelli, D. Benvenuti, A. Casciani, F. De Luzi, M. Marinacci, A. Marrella, J. Rossi
  A Framework for Enhanced Decision-Making Support in Production Planning through Event Data Analysis
  33rd Symposium On Advanced Database Systems (SEBD 2025), CEUR-WS (Volume 4182), Ischia, Italy, 16-19 June 2025 [DOI]

• S. Agostinelli, T. Hohenadl, A. Marrella, A. Martínez-Rojas
  SmartRPA: Generating software robots from user interface logs
  SoftwareX, Volume 29, Elsevier, February 2025 [DOI]

2024

• A. Palma, G. Acitelli, A. Marrella, S. Bonomi, M. Angelini
  A compliance assessment system for Incident Management process
  Computers & Security, Volume 146, Elsevier, November 2024 [DOI]

• M.L. Bernardi, A. Casciani, M. Cimitile, A. Marrella
  Conversing with business process-aware large language models: the BPLLM framework
  Journal of Intelligent Information Systems, Volume 62, Springer, October 2024 [DOI]

• A. Marrella
  Balancing Autonomy and Trust to Enable Intelligent Robotic Process Automation
  3rd International Workshop on Process Management in the AI Era (PMAI 2024), co-located with ECAI 2024, CEUR-WS (Volume 3779), Santiago de Compostela, Spain, 19 October 2024 [URL]

• G. Acitelli, S. Agostinelli, A. Casciani, A. Marrella
  An End-To-End Execution of a Logistic Process in an AI-Augmented Business Process Management System
  3rd International Workshop on Process Management in the AI Era (PMAI 2024), co-located with ECAI 2024, CEUR-WS (Volume 3779), Santiago de Compostela, Spain, 19 October 2024 [URL]

• S. Agostinelli, D. Benvenuti, A. Marrella, J. Rossi
  DIS-PIPE: A Tool for Data Pipeline Discovery
  6th International Conference on Process Mining (ICPM 2024), Demonstration Track, Copenhagen, Denmark, 14-18 October 2024 [URL]

• G. Blasilli, L. S. Ferro, S. Lenti, F. M. Maggi, A. Marrella, T. Catarci
  EDD: A Web-Based Editor for Declarative Process Models Using easyDeclare
  6th International Conference on Process Mining (ICPM 2024), Demonstration Track, Copenhagen, Denmark, 14-18 October 2024 [URL]

• G. Acitelli, S. Agostinelli, A. Casciani, A. Marrella
  The Role of Trust in AI-Augmented Business Process Management Systems
  8th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2024), co-located with BPM 2024, Springer, Krakow, Poland, 1-6 September 2024 [DOI]

• S. Agostinelli, D. Benvenuti, A. Casciani, F. De Luzi, M. Marinacci, A. Marrella, J. Rossi
  A Context-Aware Framework to Support Decision-Making in Production Planning
  36th International Conference on Advanced Information Systems Engineering (CAiSE 2024), Springer, Limassol, Cyprus, 3-7 June 2024 [DOI]

• M.L. Bernardi, A. Casciani, M. Cimitile, A. Marrella
  A preliminary study on Business Process-aware Large Language Models
  Thematic Workshop on AI for the Public Administration co-located with the 4th CINI National Lab AIIS Conf. on AI (Ital-IA 2024), CEUR-WS (Volume 3762), Naples, Italy, 29-30 May 2024 [URL]

• A. Casciani, M. L. Bernardi, M. Cimitile, A. Marrella
  Conversational Systems for AI-Augmented Business Process Management
  18th Research Challenges in Information Science (RCIS 2024), Springer, Guimarães, Portugal, 14-17 May 2024 [DOI]

• F. De Luzi, F. Leotta, A. Marrella, M. Mecella
  On the Interplay Between Business Process Management and Internet-of-Things
  Business & Information Systems Engineering, March 2024 [DOI]

• A. del-Río-Ortega, A. Marrella, H. A. Reijers, A. Wilde
  Improving Trust between Humans and Software Robots in Robotic Process Automation (Dagstuhl Seminar 24292)
  Dagstuhl Reports 14(7),2024

2023

• A. H. M. ter Hofstede, A. Koschmider, A. Marrella, R. Andrews, D. A. Fischer, et al.
  Process-Data Quality: The True Frontier of Process Mining
  ACM Journal of Data and Information Quality, Volume 15, Issue 3, September 2023 [DOI]

• F. Riva, D. Benvenuti, F. M. Maggi, A. Marrella, M. Montali
  An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases
  21st International Conference on Business Process Management (BPM 2023), Forum track, Springer, Utrecht, The Netherlands, 11-15 September 2023 [DOI]

• D. Benvenuti, A. Marrella, J. Rossi, N. Nikolov, D. Roman, A. Soylu, F. Perales
  A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery
  21st International Conference on Business Process Management (BPM 2023), Forum track, Springer, Utrecht, The Netherlands, 11-15 September 2023 [DOI]

• F. M. Maggi, A. Marrella, F. Patrizi, V. Skydanienko
  Data-Aware Declarative Process Mining with SAT
  ACM Transactions on Intelligent Systems and Technology, May 2023 [DOI]

• G. De Giacomo, F. Fuggitti, F. M. Maggi, A. Marrella, F. Patrizi
  A tool for declarative Trace Alignment via automated planning
  Software Impacts, Elsevier, April 2023 [DOI]

• S. Agostinelli, F. Chiariello, F. M. Maggi, A. Marrella, F. Patrizi
  Process Mining Meets Model Learning: Discovering Deterministic Finite State Automata from Event Logs for Business Process Analysis
  Information Systems, Volume 114, Elsevier, March 2023 [DOI]

• M. Dumas, F. Fournier, L. Limonad, A. Marrella, M. Montali, et al.
  AI-Augmented Business Process Management Systems: A Research Manifesto
  ACM Transactions on Management Information Systems, Volume 14, Issue 1, 2023 [DOI]

• D. Benvenuti, L. S. Ferro, A. Marrella, T. Catarci
  An Approach to Assess the Impact of Tutorials in Video Games
  Informatics, Volume 10, Number 1, MPDI, January 2023 [DOI]

2022

• S. Agostinelli, M. Lupia, A. Marrella, M. Mecella
  Reactive synthesis of software robots in RPA from user interface logs
  Computers in Industry, Volume 142, Elsevier, November 2022 [DOI]

• D. Roman, R. Prodan, N. Nikolov, A. Soylu, M. Matskin, A . Marrella, D. Kimovski, B. Elvesaeter, A. Simonet-Boulogne, G. Ledakis, H. Song, F. Leotta, E. Kharlamov
  Big Data Pipelines on the Computing Continuum: Tapping the Dark Data
  IEEE Computer, Volume 55, November 2022 [DOI]

• G. Desolda, L. S. Ferro, A. Marrella, T. Catarci, M. F. Costabile
  Human Factors in Phishing Attacks: A Systematic Literature Review
  ACM Computing Surveys, Volume 54, Issue 8, November 2022 [DOI]

• G. Acitelli, M. Angelini, S. Bonomi, F. M. Maggi, A. Marrella, A. Palma
  Context-Aware Trace Alignment with Automated Planning
  4th International Conference on Process Mining (ICPM 2022), IEEE, Bolzano, Italy, 23-28 October 2022. [DOI]

• A. Marrella, L. Wang, L. Iocchi, D. Nardi
  A Methodology to Design and Evaluate HRI Teaming Tasks in Robotic Competitions
  ACM Transactions on Human-Robot Interaction, Volume 11, Issue 3, September 2022 [DOI]

• S. Agostinelli, A. Marrella, L. Abb, J.R. Rehse
  Mastering Robotic Process Automation with Process Mining
  20th International Conference on Business Process Management (BPM 2022), Springer, Munster, Germany, 13-15 September 2022 [DOI]

• S. Agostinelli, F. De Luzi, U. di Canito, J. Ferraro, A. Marrella, M. Mecella
  A Data-Centric Approach to Design Resilient-Aware Process Models in BPMN
  20th International Conference on Business Process Management (BPM 2022), Forum track, Springer, Munster, Germany, 13-15 September 2022 [DOI]

• D. Benvenuti, L. Falleroni, A. Marrella, F. Perales
  An Interactive Approach to Support Event Log Generation for Data Pipeline Discovery
  IEEE International Workshop on Big Data Processing on the Computing Continuum (BDPROC2022), in conjunction with COMPSAC 2022, Virtual, 27 June - 1 July 2022 [DOI]

• L. S. Ferro, A. Marrella, T. Catarci, F. Sapio, A. Parenti, M. de Santis
  AWATO: A Serious Game to Improve Cybersecurity Awareness
  24th International Conference on Human-Computer Interaction (HCII 2022), Virtual, Springer, 26 June - 1 July 2022 [DOI]

• S. Agostinelli, A. Marrella, M. Mecella
  Intelligent Robotic Process Automation: Generating Executable RPA Scripts from Unsegmented UI Logs
  Workshop on Process Management in the AI Era (PMAI 2022), co-located with IJAI-ECAI 2022, CEUR-WS (Volume 3310), Wien, Austria, 23 July 2022 [URL]

2021

• S. Agostinelli, F. Leotta, A. Marrella
  Interactive Segmentation of User Interface Logs
  19th International Conference on Service Oriented Computing (ICSOC 2021), Springer, Virtual, 22-25 November 2021 [DOI]

• S. Agostinelli, G. Bergami, A. Fiorenza, F. M. Maggi, A. Marrella, F. Patrizi
  Discovering Declarative Process Model Behavior from Event Logs via Model Learning
  3rd International Conference on Process Mining (ICPM 2021), IEEE, Eindhoven, The Netherlands, 31 October - 4 November 2021. [DOI]

• G. Bergami, F. M. Maggi, A. Marrella, M. Montali
  Aligning Data-Aware Declarative Process Models and Event Logs
  19th International Conference on Business Process Management (BPM 2021), Springer, Rome, Italy, 6-10 September 2021 [DOI]

• A. Marrella, T. Chakraborti
  Applications of Automated Planning for Business Process Management
  19th International Conference on Business Process Management (BPM 2021), Springer, Rome, Italy, 6-10 September 2021 [DOI]

• S. Agostinelli, D. Benvenuti, F. De Luzi, A. Marrella
  Big Data Pipeline Discovery through Process Mining: Challenges and Research Directions
  1st Italian Forum on Business Process Management, co-located with BPM 2021, CEUR-WS (Volume 2952), Rome, Italy, 10 September 2021 [URL]

• D. Roman, N. Nikolov, A. Soylu, B. Elves ter, H. Song, R. Prodan, D. Kimovski, A. Marrella, et al.
  Big Data Pipelines on the Computing Continuum: Ecosystem and Use Cases Overview
  26th IEEE Symposium on Computers and Communications (ISCC 2021), Athens, Greece, 5-8 September 2021 [DOI]

• D. Benvenuti, E. Buda, F. Fraioli, A. Marrella, T. Catarci
  Detecting and Explaining Usability Issues of Consumer Electronic Products
  18th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT 2021), Bari, Italy, 30 August - 3 September 2021 [DOI]

• L. S. Ferro, A. Marrella, T. Catarci
  A Human Factor Approach to Threat Modeling
  25th International Conference on Human-Computer Interaction (HCII 2021), Virtual, Springer, 22-29 July 2021 [DOI]

• S. Agostinelli, M. Lupia, A. Marrella, M. Mecella
  SmartRPA: A Tool to Reactively Synthesize Software Robots from User Interface Logs
  33rd International Conference on Advanced Information Systems Engineering (CAiSE 2021), Forum track, Springer, Melbourne, Australia, 28 June - 2 July 2021 [DOI]

• S. Agostinelli, A. Marrella, M. Mecella
  Exploring the Challenge of Automated Segmentation in Robotic Process Automation
  15th International Conference on Research Challenges in Information Science (RCIS 2021), Springer, Limassol, Cyprus, 11-14 May 2021 [DOI]

• D. Roman, N. Nikolov, B. Elvesaeter, A. Soylu, R. Prodan, D. Kimovski, A. Marrella, F. Leotta, D. Benvenuti, M. Matskin, et al.
  DataCloud: Enabling the Big Data Pipelines on the Computing Continuum
  15th International Conference on Research Challenges in Information Science (RCIS 2021), Springer, Limassol, Cyprus, 11-14 May 2021 [DOI]

• S. Agostinelli, A. Marrella, M. Mecella
  Automated segmentation of user interface logs
  Book Chapter, Robotic Process Automation, De Gruyter Oldenbourg, May 2021 [DOI]

2020

• L. Wang, L. Iocchi, A. Marrella, D. Nardi
  HRI Users' Studies in the Context of the SciRoc Challenge: Some Insights on Gender-Based Differences
  8th International Conference on Human-Agent Interaction (HAI'20), ACM, Sidney, Australia, 10-13 November 2020 [DOI]

• C. Janiesch, A. Koschmider, M. Mecella, B. Weber, A. Burattin, C. Di Ciccio, G. Fortino, F. Leotta, A. Gal, U. Kannengiesser, F. Mannhardt, A. Marrella, J. Mendling, et al.
  The Internet of Things Meets Business Process Management: A Manifesto
  IEEE Systems, Man, and Cybernetics Magazine, Volume 6, Number 4, October 2020 [DOI]

• S. Agostinelli, F. Covino, G. D'Agnese, C. De Crea, F. Leotta, A. Marrella
  Supporting Governance in Healthcare Through Process Mining: A Case Study
  IEEE Access, Volume 36, October 2020 [DOI]

• T. Catarci, A. Marrella, G. Santucci, M. Sharf, A. Vitaletti, L. Di Lucchio, L. Imbesi, V. Malakuczi
  From Consensus to Innovation. Evolving Towards Crowd-based User-Centered Design
  International Journal of Human-Computer Interaction, Volume 36, Number 15, Taylor & Francis, September 2020 [DOI]

• S. Veneruso, L. S. Ferro, A. Marrella, M. Mecella, T. Catarci
  CyberVR - An Interactive Learning Experience in Virtual Reality for Cybersecurity Related Issues
  15th Int. Conference on Advanced Visual Interfaces (AVI 2020), ACM, Island of Ischia, Italy, 28 September - 2 October 2020 [DOI]

• S. Veneruso, T. Catarci, L. S. Ferro, A. Marrella, M. Mecella
  V-DOOR: A Real-Time Virtual Dressing Room Application Using Oculus Rift
  15th Int. Conference on Advanced Visual Interfaces (AVI 2020), ACM, Island of Ischia, Italy, 28 September - 2 October 2020 [DOI]

• S. Agostinelli, M. Lupia, A. Marrella, M. Mecella
  Automated Generation of Executable RPA Scripts from User Interface Logs
  Robotic Process Automation Forum at 18th Int. Conf. on Business Process Management (BPM 2020), Springer, Sevilla, Spain, 13-18 September 2020 [DOI]

• L. Di Paolantonio, A. Marrella, M. Mecella, B. Pernici, P. Plebani
  R-CMMN: A Tool to Design Resilient Aware Multi-Party Business Processes
  32nd International Conference on Advanced Information Systems Engineering (CAiSE 2020), Forum track, Springer, Grenoble, France, 8-12 June 2020 [DOI]

• S Agostinelli, A. Marrella, M Mecella
  Towards Intelligent Robotic Process Automation for BPMers
  AAAI-20 Workshop on Intelligent Process Automation (IPA'20), New York, NY, USA, 7 February 2020 [URL]

• S. Veneruso, L. S. Ferro, A. Marrella, M. Mecella, T. Catarci
  A game-based learning experience for improving cybersecurity awareness
  Fourth Italian Conference on Cyber Security (ITASEC 2020), CEUR-WS (Volume 2597), Ancona, Italy, 4-7 February 2020 [URL]

2019

• S. Agostinelli, F. M. Maggi, A. Marrella, F. Milani
  A User Evaluation of Process Discovery Algorithms in a Software Engineering Company
  23rd Int. Enterprise Distributed Object Computing Conf. (EDOC 2019), IEEE, Paris, France, 28-31 October 2019 [DOI]

• S. Agostinelli, F. M. Maggi, A. Marrella, M. Mecella
  Verifying Petri Net-Based Process Models using Automated Planning
  Workshop on Strategic Modeling and Reasoning meets Process Mining (SMRPM'19), in conjunction with EDOC 2019, IEEE, Paris, France, 28 October 2019 [DOI]

• S. Coltellese, F. M. Maggi, A. Marrella, L. Massarelli, L. Querzoni
  Triage of IoT Attacks Through Process Mining
  27h Int. Conf. on Cooperative Information Systems (CoopIS 2019), Springer, Rhodes, Greece, 21-25 October 2019 [DOI]

• L. Wang, L. Iocchi, A. Marrella, D. Nardi
  Developing a Questionnaire to Evaluate Customers' Perception in the Smart City Robotic Challenge
  28th Int. Conf. on Robot and Human Interactive Communication (RO-MAN 2019), IEEE, New Delhi, India, 14-18 October 2019 [DOI]

• S. Agostinelli, F. Battaglini, T. Catarci, F. Dal Falco, A. Marrella
  Generating Personalized Narrative Experiences in Interactive Storytelling through Automated Planning
  13th Italian Conference on Human-Computer Interaction (CHItaly 2019), Poster Track, CLEUP Proceedings, Padova, Italy, 23-25 September 2019 [BibTeX]

• A. Marrella, L. S. Ferro, T. Catarci
  An Approach to Identifying What Has Gone Wrong in a User Interaction
  17th IFIP Int. Conf. on Human-Computer Interaction (INTERACT 2019), Springer, Paphos, Cyprus, 2-6 September 2019 [DOI]

• F. Leotta, A. Marrella, M. Mecella
  IoT for BPMers. Challenges, Case Studies and Successful Applications
  17th Int. Conf. on Business Process Management (BPM 2019), Springer, Vienna, Austria, 1-6 September 2019 [DOI]

• S Agostinelli, A. Marrella, M Mecella
  Research Challenges for Intelligent Robotic Process Automation
  3rd Int. Workshop on Artificial Intelligence for Business Process Management (AI4BPM'19), in conjunction with BPM 2019, Springer, Vienna, Austria, 2 September 2019 [DOI]

• T. Catarci, F. Leotta, A. Marrella, M. Mecella, M. Sharf
  Process-Aware Enactment of Clinical Guidelines through Multimodal Interfaces
  Computers, Volume 8, Number 3, MDPI, September 2019 [DOI] [BibTeX]

• G. Desolda, F. Di Nocera, L. Ferro, R. Lanzilotti, P. Maggi, A. Marrella
  Alerting Users About Phishing Attacks
  21st Int. Conf. on Human-Computer Interaction (HCII 2019), Springer, Orlando, Florida, USA, 26-31 July 2019 [DOI]

• A. Marrella
  Analysing Event Data through Process Mining
  27th Italian Symposium on Advanced Database Systems (SEBD 2019), CEUR-WS (Volume 2400), Castiglione della Pescaia, Grosseto, Italy, 16-19 June 2019 [URL] [BibTeX]

• S. Agostinelli, F.M. Maggi, A. Marrella, F. Sapio
  Achieving GDPR compliance of BPMN process models
  Best Forum Paper Award at the 31st Int. Conf. on Advanced Information Systems Engineering (CAiSE 2019), Forum track, Springer, Rome, Italy, 3-7 June 2019 [DOI]

• L. Wang, A. Marrella, D. Nardi
  Investigating User Perceptions of HRI in Social Contexts
  14th ACM/IEEE Int. Conf. on Human-Robot Interaction (HRI 2019), Daegu, South Korea, 11-14 March 2019 [DOI]

2018

• A. Marrella, M. Mecella, B. Pernici, P. Plebani
  A Design-time Data-centric Maturity Model for Assessing Resilience in Multi-Party Business Processes
  Information Systems, Volume 86, Elsevier, December 2019 [DOI] [BibTeX]

• A. Marrella
  Automated Planning for Business Process Management
  Journal on Data Semantics, Volume 8, Issue 2, Springer, June 2019 [DOI] [BibTeX]

• S. Steinau, A. Marrella, K. Andrews, F. Leotta, M. Mecella, M. Reichert
  DALEC: A framework for the systematic evaluation of data-centric approaches to process management software
  Software and Systems Modeling (SoSyM), Volume 18, Issue 4, Springer, August 2019 [DOI] [BibTeX]

• F. M. Maggi, A. Marrella, G. Capezzuto, A. Cervantes
  Explaining Non-Compliance of Business Process Models through Automated Planning
  16th International Conference on Service-Oriented Computing (ICSOC 2018), Springer, Hanghzou, Zhejang, China, 12-15 November 2018 [DOI] [BibTeX]

• A. Augusto, R. Conforti, M. Dumas, M. La Rosa, F. M. Maggi, A. Marrella, M. Mecella, A. Soo
  Automated Discovery of Process Models from Event Logs: Review and Benchmark
  IEEE Transactions on Knowledge and Data Engineering, Volume 31, Issue 4, April 2019 [DOI] [BibTeX]

• M. de Leoni, G. Lanciano, A. Marrella
  Aligning Partially-Ordered Process-Execution Traces and Models Using Automated Planning
  28th International Conference on Automated Planning and Scheduling (ICAPS 2018), AAAI Press, Delft, the Netherlands, 24-29 June 2018 [URL] [BibTeX]

• A. Marrella, T. Catarci
  Measuring the Learnability of Interactive Systems Using a Petri Net Based Approach
  2018 International Conference on Designing Interactive Systems (DIS '18), ACM, Hong Kong, China, 9-13 June 2018 [DOI] [BibTeX]

• L. Ferro, A. Marrella
  VERTO - A Visual Notation for Declarative Process Models
  2018 International Conference on Advanced Visual Interfaces (AVI '18), ACM, Castiglione della Pescaia, Italy, 29 May - 1 June 2018 [DOI] [BibTeX]

• F. Sapio, A. Marrella, T. Catarci
  Integrating Body Scanning Solutions into Virtual Dressing Rooms
  2018 International Conference on Advanced Visual Interfaces (AVI '18), ACM, Castiglione della Pescaia, Italy, 29 May - 1 June 2018 [DOI] [BibTeX]

• T. Catarci, M. Amendola, F. Bertacchini, E. Bilotta, M. Bracalenti, P. Buono, A. Cocco, M. F. Costabile, G. Desolda, F. Di Nocera, S. Federici, G. Gaudino, R. Lanzilotti, A. Marrella, M. L. Mele, P. S. Pantano, I. Poggi, L. Tarantino
  Digital Interaction: Where are we going?
  ECONA Workshop at 2018 International Conference on Advanced Visual Interfaces (AVI '18), ACM, Castiglione della Pescaia, Italy, 29 May - 1 June 2018 [DOI] [BibTeX]

• A. Marrella, M. Mecella, S. Sardina
  Supporting Adaptiveness of Cyber-Physical Processes through Action-based Formalisms
  AI Communications, Volume 31, Issue 1, IOS Press, February 2018 [DOI] [BibTeX]

• F. Leotta, A. Marrella, M. Mecella, F. Palucci, C. Seri, T. Catarci
  Encouraging persons to visit cultural sites through mini-games
  EAI Endorsed Transactions on Serious Games, Volume 18, Issue 14, EAI, January 2018 [DOI] [BibTeX]

2017

• A. Marrella, Y. Lesp rance
  A planning approach to the automated synthesis of template-based process models
  Service Oriented Computing and Applications, Volume 11, Issue 4, Springer, December 2017 [DOI] [BibTeX]

• A. Janes, F. M. Maggi, A. Marrella, M. Montali
  From Zero to Hero: A Process Mining Tutorial
  18th International Conference on Product-Focused Software Process Improvement (PROFES 2017), Springer, Innsbruck, Austria, 29 November - 1 December 2017 [DOI] [BibTeX]

• M. de Leoni, A. Marrella
  Aligning Real Process Executions and Prescriptive Process Models through Automated Planning
  Expert Systems with Applications, Volume 82, Elsevier, October 2017 [DOI] [BibTeX]

• A. Marrella, M. Mecella, B. Pernici, G. Plebani
  Design-time Models for Resiliency
  Book Chapter, Conceptual Modeling Perspectives, Springer, October 2017 [DOI] [BibTeX]

• A. Marrella
  What Automated Planning can do for Business Process Management
  1st International Workshop on Business Process Innovation with Artificial Intelligence (BPAI 2017), Springer, Barcelona, Spain, 10-15 September 2017 [DOI] [BibTeX]

• A. Marrella, M. Mecella
  Cognitive Business Process Management for Adaptive Cyber-Physical Processes
  1st International Workshop on Cognitive Business Process Management (CBPM 2017), Springer, Barcelona, Spain, 10-15 September 2017 [DOI] [BibTeX]

• M. de Leoni, G. Lanciano, A. Marrella
  A Tool for Aligning Event Logs and Prescriptive Process Models through Automated Planning
  15th International Conference on Business Process Management (BPM 2017), Demonstration Track, CEUR-WS (Volume 1920), Barcelona, Spain, 10-15 September 2017 [URL] [BibTeX]

• T. Collerton, A. Marrella, M. Mecella, T. Catarci
  Route Recommendations to Business Travelers Exploiting Crowd-Sourced Data
  14th International Conference on Mobile Web and Intelligent Information Systems (MobiWIS 2017), Springer, Prague, Czech Republic, 21-23 August 2017 [DOI] [BibTeX]

• M. de Leoni, A. Marrella
  How Planning Techniques Can Help Process Mining: The Conformance-Checking Case
  25th Italian Symposium on Advanced Database Systems (SEBD 2017), CEUR-WS (Volume 2037), Squillace Lido, Catanzaro, Italy, 25-29 June 2017 [URL] [BibTeX]

• P. Plebani, A. Marrella, M. Mecella, M. Mizmizi, B. Pernici
  Multi-party Business Process Resilience By-Design: A Data-centric Perspective
  Best Paper Award at 29th International Conference on Advanced Information Systems Engineering (CAiSE 2017), Springer, Essen, Germany, 12-16 June 2017 [DOI] [BibTeX]

• A. Marrella, M. Mecella
  Adaptive Process Management in Cyber-Physical Domains
  Book Chapter, Advances in Intelligent Process-Aware Information Systems, Intelligent Systems Reference Library, Volume 123, Springer, May 2017 [DOI] [BibTeX]

• G. De Giacomo, F. M. Maggi, A. Marrella, F. Patrizi
  On the Disruptive Effectiveness of Automated Planning for LTLf-based Trace Alignment
  Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017), AAAI Press, San Francisco, USA, 4-9 February 2017 [URL] [BibTeX]

• A. Marrella, M. Mecella, S. Sardina
  Intelligent Process Adaptation in the SmartPM System
  ACM Transactions on Intelligent Systems and Technology, Volume 8, Issue 2, January 2017 [DOI] [BibTeX]

2016

• A. Marrella, M. Mecella, S. Sardina
  An Adaptive Process Management System Implementation based on Situation Calculus, Indigolog and Classical Planning
  Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI 2016), AAAI Press, New York, USA, 9-15 July 2016 [URL] [BibTeX]

• G. De Giacomo, F. M. Maggi, A. Marrella, S. Sardina
  Computing Trace Alignment against Declarative Process Models through Planning
  26th International Conference on Automated Planning and Scheduling (ICAPS 2016), AAAI Press, London, UK, 12-17 June 2016 [URL] [BibTeX]

• O. Hanteer, A. Marrella, M. Mecella, T. Catarci
  A Petri-Net Based Approach to Measure the Learnability of Interactive Systems
  13th International Working Conference on Advanced Visual Interfaces (AVI 2016), ACM, Bari, Italy, 7-10 June 2016 [DOI] [BibTeX]

• T. Catarci, F. Leotta, A. Marrella, M. Mecella, D. Sora et al.
  Your Friends Mention It. What About Visiting It?: A Mobile Social-Based Sightseeing Application
  13th International Working Conference on Advanced Visual Interfaces (AVI 2016), ACM, Bari, Italy, 7-10 June 2016 [DOI] [BibTeX]

2015

• A. Marrella, P. Halapuu, M. Mecella, S. Sardina
  Automated Process Adaptation in Cyber-Physical Domains with the SmartPM System
  8th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2015), IEEE, Rome, Italy, 19-21 October 2015 [DOI] [BibTeX]

• A. Marrella, M. Mecella, A. Russo, S. Steinau, K. Andrews, M. Reichert
  Data in Business Process Models, A Preliminary Empirical Study
  8th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2015), IEEE, Rome, Italy, 19-21 October 2015 [DOI] [BibTeX]

• A. Marrella, P. Halapuu, M. Mecella, S. Sardina
  SmartPM: An Adaptive Process Management System for Executing Processes in Cyber-Physical Domains
  13th International Conference on Business Process Management (BPM 2015), Demonstration Track, CEUR-WS (Volume 1418), Innsbruck, Austria, 31 August - 3 September 2015 [URL] [BibTeX]

• A. Marrella, M. Mecella, A. Russo, S. Steinau, K. Andrews, M. Reichert
  A Survey on Handling Data in Business Process Models (Discussion Paper)
  23rd Italian Symposium on Advanced Database Systems (SEBD 2015), Curran Associates, Gaeta, Italy, 14-17 June 2015 [BibTeX]

• C. Di Ciccio, A. Marrella, A. Russo
  Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches
  Journal on Data Semantics, Volume 4, Issue 1, Springer, March 2015 [DOI] [BibTeX]

• T. Catarci, S. R. Humayoun, S. Kimani, F. Leotta, A. Marrella, M. Mecella, A. Poggi
  HORIZON: A Development Methodology for Collaborative Projects
  Technical Report of Dipartimento di Ingegneria Informatica, Automatica e Gestionale Antonio Ruberti, Sapienza Universit di Roma. February 2015 [BibTeX]

2014

• F. Cossu, A. Marrella, M. Mecella, A. Russo, S. Kimani et al.
  Supporting Doctors through Mobile Multimodal Interaction and Process-aware Execution of Clinical Guidelines
  7th IEEE International Conference on Service Oriented Computing & Applications (SOCA 2014), IEEE, Matsue, Japan, 17-19 November 2014 [DOI] [BibTeX]

• A. Marrella, M. Mecella, S. Sardina, P. Tucceri
  SmartPM: Automated Adaptation of Dynamic Processes
  12th International Conference on Service Oriented Computing (ICSOC 2014), Demonstration Track, Springer, Paris, France, 3-6 November 2014 [DOI] [BibTeX]

• A. Marrella, M. Mecella, S.Sardina
  SmartPM: An Adaptive Process Management System through Situation Calculus, IndiGolog, and Classical Planning
  14th International Conference on Principles of Knowledge Representation and Reasoning (KR 2014), AAAI Press, Vienna, Austria, 20-24 July 2014 [URL] [BibTeX]

• A. Marrella, S. Vassos
  Story Generation in PDDL Using Character Moods: A Case Study on Iliad's First Book
  Artificial Intelligence: Methods and Applications - 8th Hellenic Conference on AI (SETN 2014), Springer, Ioannina, Greece, 15-17 May 2014 [DOI] [BibTeX]

2013

• A. Marrella, Y. Lesp rance
  Towards a Goal-oriented Framework for the Automatic Synthesis of Underspecified Activities in Dynamic Processes
  2nd International Workshop on Knowledge-intensive Business Processes (KiBP 2013), IEEE, Kauai, USA, 16 December 2013 [DOI] [BibTeX]

• A. Masoumi, M. Soutchanski, A. Marrella
  Organic Synthesis as Artificial Intelligence Planning
  6th International Workshop on Semantic Web Applications and Tools for Life Sciences (SWAT4LS 2013), CEUR-WS (Volume 1114), Edinburgh, Scotland, 9-12 December 2013 [URL] [BibTeX]

• A. Masoumi, A. Marrella, M. Soutchanski
  Towards a Planning-Based Approach to the Automated Design of Chemical Processes
  Workshop on "AI meets Business Processes", 13th Conference of the Italian Association for Artificial Intelligence (AIxIA 2013), CEUR-WS (Volume 1101), Turin, Italy, 6 December 2013 [URL] [BibTeX]

• A. Marrella
  SmartPM: Automatic Adaptation of Dynamic Processes at Run-Time
  PhD Thesis in Computer Science and Engineering (Cycle XXV), Sapienza University of Rome, Italy. October 2013

• A. Marrella, Y. Lesperance
  Synthesizing a Library of Process Templates through Partial-Order Planning Algorithms
  14th International Working Conference on Business Process Modeling, Development
  and Support (BPMDS 2013), Springer, Valencia, Spain, 17-18 June 2013 [DOI] [BibTeX]

2012

• A. Marrella, A. Russo, M. Mecella
  Planlets: Automatically Recovering Dynamic Processes in YAWL
  20th International Conference on Cooperative Information Systems (CoopIS 2012), Springer, Rome, Italy, 10-14 September 2012 [DOI] [BibTeX]

• C. Di Ciccio, A. Marrella, A. Russo
  Knowledge-intensive Processes: An Overview of Contemporary Approaches
  1th International Workshop on Knowledge-intensive Business Processes (KiBP 2012), CEUR-WS (Volume 861), Rome, Italy, 15 June 2012 [URL] [BibTeX]

• F. Cossu, A. Marrella, M. Mecella, A. Russo, G. Bertazzoni, M. Suppa, F. Grasso
  Improving Operational Support in Hospital Wards through Vocal Interfaces and Process-Awareness
  25th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012), IEEE, Rome, Italy, 20-22 June 2012 [DOI] [BibTeX]

2011

• A. Marrella, M. Mecella, A. Russo
  Featuring Automatic Adaptivity through Workflow Enactment and Planning
  7th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2011), IEEE, Orlando, Florida, USA, 15-18 October 2011 [DOI] [BibTeX]

• A. Marrella, M. Mecella, A. Russo, A.H.M. ter Hofstede, S. Sardina
  Making YAWL and SmartPM Interoperate: Managing Highly Dynamic Processes by Exploiting Automatic Adaptation Features
  9th International Conference on Business Process Management (BPM 2011), Demonstration Track, CEUR-WS (Volume 820), Clermont-Ferrand, France, 28 August - 2 September 2011 [Poster] [URL] [BibTeX]

• A. Marrella, M. Mecella
  Continuous Planning for Solving Business Process Adaptivity
  12th International Working Conference on Business Process Modeling, Development
  and Support (BPMDS 2011), Springer, London, UK, 20-21 June 2011 [DOI] [BibTeX]

• M. de Leoni, A. Marrella, M. Mecella, S. Sardina
  SmartPM - Featuring Automatic Adaptation to Unplanned Exceptions
  Technical Report of Dipartimento di Informatica e Sistemistica Antonio Ruberti, Sapienza Universit di Roma. June 2011 [BibTeX]

• A. Marrella, M. Mecella, A. Russo
  Collaboration On-the-field: Suggestions and Beyond
  8th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2011), Lisbon, Portugal, 8-11 May 2011 [BibTeX]

• T. Catarci, M. de Leoni, A. Marrella, M. Mecella, A. Russo, M. Bortenschlager,
  R. Steinmann.
  WORKPAD : Process Management and Geo-Collaboration Help Disaster Response
  International Journal of Information Systems for Crisis Response and Management (IJISCRAM), Volume 3, Issue 1, IGI Global, January-March 2011 [DOI] [BibTeX]

2010

• M. de Leoni, A. Marrella, A. Russo
  Process-aware Information Systems for Emergency Management
  International Workshop on Emergency Management through Service Oriented Architectures (EMSOA) co-located with the ServiceWave 2010 Conference, Springer, Ghent, Belgium, 13 December 2010 [DOI] [BibTeX]

• T. Catarci, M. de Leoni, A. Marrella, M. Mecella, M. Bortenschlager,
  R. Steinmann
  The WORKPAD Project Experience: Improving the Disaster Response through Process Management and Geo Collaboration
  7th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2010), Seattle, USA, 2-5 May 2010 [BibTeX]

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