Andrea Marrella

Orcid: 0000-0002-1031-0374

Affiliations:
  • Sapienza University of Rome, Italy


According to our database1, Andrea Marrella authored at least 109 papers between 2008 and 2023.

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Bibliography

2023
Process-Data Quality: The True Frontier of Process Mining.
ACM J. Data Inf. Qual., September, 2023

Data-Aware Declarative Process Mining with SAT.
ACM Trans. Intell. Syst. Technol., August, 2023

A tool for declarative Trace Alignment via automated planning.
Softw. Impacts, May, 2023

AI-augmented Business Process Management Systems: A Research Manifesto.
ACM Trans. Manag. Inf. Syst., March, 2023

Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis.
Inf. Syst., March, 2023

An Approach to Assess the Impact of Tutorials in Video Games.
Informatics, March, 2023

An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases.
Proceedings of the Business Process Management Forum, 2023

A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery.
Proceedings of the Business Process Management Forum, 2023

2022
Human Factors in Phishing Attacks: A Systematic Literature Review.
ACM Comput. Surv., 2022

Augmented Business Process Management Systems: A Research Manifesto.
CoRR, 2022

Big Data Pipelines on the Computing Continuum: Tapping the Dark Data.
Computer, 2022

Reactive synthesis of software robots in RPA from user interface logs.
Comput. Ind., 2022

Intelligent Robotic Process Automation: Generating Executable RPA Scripts from Unsegmented UI Logs.
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Context-Aware Trace Alignment with Automated Planning.
Proceedings of the 4th International Conference on Process Mining, 2022

AWATO: A Serious Game to Improve Cybersecurity Awareness.
Proceedings of the HCI in Games, 2022

An Interactive Approach to Support Event Log Generation for Data Pipeline Discovery.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Mastering Robotic Process Automation with Process Mining.
Proceedings of the Business Process Management - 20th International Conference, 2022

A Data-Centric Approach to Design Resilient-Aware Process Models in BPMN.
Proceedings of the Business Process Management Forum, 2022

2021
Preface to the Special Issue on Artificial Intelligence for Business Process Management 2019.
J. Data Semant., 2021

Exploring the Challenge of Automated Segmentation in Robotic Process Automation.
Proceedings of the Research Challenges in Information Science, 2021


Detecting and Explaining Usability Issues of Consumer Electronic Products.
Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Interactive Segmentation of User Interface Logs.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Discovering Declarative Process Model Behavior from Event Logs via Model Learning.
Proceedings of the 3rd International Conference on Process Mining, 2021

A Human Factor Approach to Threat Modeling.
Proceedings of the HCI for Cybersecurity, Privacy and Trust, 2021

SmartRPA: A Tool to Reactively Synthesize Software Robots from User Interface Logs.
Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

Applications of Automated Planning for Business Process Management.
Proceedings of the Business Process Management - 19th International Conference, 2021

Aligning Data-Aware Declarative Process Models and Event Logs.
Proceedings of the Business Process Management - 19th International Conference, 2021

Big Data Pipeline Discovery through Process Mining: Challenges and Research Directions.
Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021), 2021

2020
From Consensus to Innovation. Evolving Towards Crowd-based User-Centered Design.
Int. J. Hum. Comput. Interact., 2020

Towards Intelligent Robotic Process Automation for BPMers.
CoRR, 2020

Supporting Governance in Healthcare Through Process Mining: A Case Study.
IEEE Access, 2020

A game-based learning experience for improving cybersecurity awareness.
Proceedings of the Fourth Italian Conference on Cyber Security, 2020

HRI Users' Studies in the Context of the SciRoc Challenge: Some Insights on Gender-Based Differences.
Proceedings of the HAI '20: 8th International Conference on Human-Agent Interaction, 2020

R-CMMN: A Tool to Design Resilient Aware Multi-party Business Processes.
Proceedings of the Advanced Information Systems Engineering, 2020

Automated Generation of Executable RPA Scripts from User Interface Logs.
Proceedings of the Business Process Management: Blockchain and Robotic Process Automation Forum, 2020

CyberVR: An Interactive Learning Experience in Virtual Reality for Cybersecurity Related Issues.
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020

V-DOOR: A Real-Time Virtual Dressing Room Application Using Oculus Rift.
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020

2019
Automated Discovery of Process Models from Event Logs: Review and Benchmark.
IEEE Trans. Knowl. Data Eng., 2019

DALEC: a framework for the systematic evaluation of data-centric approaches to process management software.
Softw. Syst. Model., 2019

Automated Planning for Business Process Management.
J. Data Semant., 2019

A design-time data-centric maturity model for assessing resilience in multi-party business processes.
Inf. Syst., 2019

Process-Aware Enactment of Clinical Guidelines through Multimodal Interfaces.
Comput., 2019

Analysing Event Data through Process Mining.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

Developing a Questionnaire to Evaluate Customers' Perception in the Smart City Robotic Challenge.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

Triage of IoT Attacks Through Process Mining.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

An Approach to Identifying What Has Gone Wrong in a User Interaction.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

Investigating User Perceptions of HRI in Social Contexts.
Proceedings of the 14th ACM/IEEE International Conference on Human-Robot Interaction, 2019

Alerting Users About Phishing Attacks.
Proceedings of the HCI for Cybersecurity, Privacy and Trust, 2019

A User Evaluation of Process Discovery Algorithms in a Software Engineering Company.
Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Conference, 2019

Verifying Petri Net-Based Process Models using Automated Planning.
Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Workshop, 2019

Human-centered cybersecurity: international workshop at CHITALY 2019.
Proceedings of the 13th Biannual Conference of the Italian SIGCHI Chapter: Designing the next interaction, 2019

Achieving GDPR Compliance of BPMN Process Models.
Proceedings of the Information Systems Engineering in Responsible Information Systems, 2019

IoT for BPMers. Challenges, Case Studies and Successful Applications.
Proceedings of the Business Process Management - 17th International Conference, 2019

Research Challenges for Intelligent Robotic Process Automation.
Proceedings of the Business Process Management Workshops, 2019

2018
Encouraging persons to visit cultural sites through mini-games.
EAI Endorsed Trans. Serious Games, 2018

SmartPM: Automatic Adaptation of Dynamic Processes at Run-Time.
CoRR, 2018

The TESTMED Project Experience. Process-aware Enactment of Clinical Guidelines through Multimodal Interfaces.
CoRR, 2018

A User Evaluation of Automated Process Discovery Algorithms.
CoRR, 2018

Supporting adaptiveness of cyber-physical processes through action-based formalisms.
AI Commun., 2018

Explaining Non-compliance of Business Process Models Through Automated Planning.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

Integrating body scanning solutions into virtual dressing rooms.
Proceedings of the 2018 International Conference on Advanced Visual Interfaces, 2018

VERTO: a visual notation for declarative process models.
Proceedings of the 2018 International Conference on Advanced Visual Interfaces, 2018


Aligning Partially-Ordered Process-Execution Traces and Models Using Automated Planning.
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018

Measuring the Learnability of Interactive Systems Using a Petri Net Based Approach.
Proceedings of the 2018 on Designing Interactive Systems Conference 2018, 2018

2017
Intelligent Process Adaptation in the SmartPM System.
ACM Trans. Intell. Syst. Technol., 2017

A planning approach to the automated synthesis of template-based process models.
Serv. Oriented Comput. Appl., 2017

Aligning Real Process Executions and Prescriptive Process Models through Automated Planning.
Expert Syst. Appl., 2017

How Planning Techniques Can Help Process Mining: The Conformance-Checking Case.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

From Zero to Hero: A Process Mining Tutorial.
Proceedings of the Product-Focused Software Process Improvement, 2017

Route Recommendations to Business Travelers Exploiting Crowd-Sourced Data.
Proceedings of the Mobile Web and Intelligent Information Systems, 2017

Multi-party Business Process Resilience By-Design: A Data-Centric Perspective.
Proceedings of the Advanced Information Systems Engineering, 2017

Cognitive Business Process Management for Adaptive Cyber-Physical Processes.
Proceedings of the Business Process Management Workshops, 2017

What Automated Planning Can Do for Business Process Management.
Proceedings of the Business Process Management Workshops, 2017

A Tool for Aligning Event Logs and Prescriptive Process Models through Automated Planning.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Design-time Models for Resiliency.
Proceedings of the Conceptual Modeling Perspectives., 2017

On the Disruptive Effectiveness of Automated Planning for LTL<i>f</i>-Based Trace Alignment.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Adaptive Process Management in Cyber-Physical Domains.
Proceedings of the Advances in Intelligent Process-Aware Information Systems, 2017

2016
An Adaptive Process Management System Implementation Based on Situation Calculus, Indigolog and Classical Planning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Petri-Net Based Approach to Measure the Learnability of Interactive Systems.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

Your Friends Mention It. What About Visiting It?: A Mobile Social-Based Sightseeing Application.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

Computing Trace Alignment against Declarative Process Models through Planning.
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

2015
Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches.
J. Data Semant., 2015

Automated Process Adaptation in Cyber-Physical Domains with the SmartPM System (Short Paper).
Proceedings of the 8th IEEE International Conference on Service-Oriented Computing and Applications, 2015

Data in Business Process Models, A Preliminary Empirical Study (Short Paper).
Proceedings of the 8th IEEE International Conference on Service-Oriented Computing and Applications, 2015

A Survey on Handling Data in Business Process Models (Discussion Paper).
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

SmartPM: An Adaptive Process Management System for Executing Processes in Cyber-Physical Domains.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

2014
Supporting Doctors through Mobile Multimodal Interaction and Process-Aware Execution of Clinical Guidelines.
Proceedings of the 7th IEEE International Conference on Service-Oriented Computing and Applications, 2014

Story Generation in PDDL Using Character Moods: A Case Study on Iliad's First Book.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

SmartPM: An Adaptive Process Management System through Situation Calculus, IndiGolog, and Classical Planning.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

SmartPM: Automated Adaptation of Dynamic Processes.
Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014

2013
Organic Synthesis as Artificial Intelligence Planning.
Proceedings of the 6th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2013

Towards a Goal-Oriented Framework for the Automatic Synthesis of Underspecified Activities in Dynamic Processes.
Proceedings of the 2013 IEEE 6th International Conference on Service-Oriented Computing and Applications, 2013

Synthesizing a Library of Process Templates through Partial-Order Planning Algorithms.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2013

Towards a Planning-Based Approach to the Automated Design of Chemical Processes.
Proceedings of the Workshop AI Meets Business Processes 2013 co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

2012
Planlets: Automatically Recovering Dynamic Processes in YAWL.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Knowledge-intensive Processes: An Overview of Contemporary Approaches.
Proceedings of the 1st International Workshop on Knowledge-intensive Business Processes, 2012

Improving operational support in hospital wards through vocal interfaces and process-awareness.
Proceedings of CBMS 2012, 2012

2011
WORKPAD: Process Management and Geo-Collaboration Help Disaster Response.
Int. J. Inf. Syst. Crisis Response Manag., 2011

Collaboration on-the-field: Suggestions and beyond.
Proceedings of the 8th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2011

Featuring automatic adaptivity through workflow enactment and planning.
Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011

Continuous Planning for Solving Business Process Adaptivity.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2011

Making YAWL and SmartPM Interoperate: Managing Highly Dynamic Processes by Exploiting Automatic Adaptation Features.
Proceedings of the Demo Track of the Nineth Conference on Business Process Management 2011, 2011

2010
Process-Aware Information Systems for Emergency Management.
Proceedings of the Towards a Service-Based Internet. ServiceWave 2010 Workshops, 2010

The WORKPAD project experience: Improving the disaster response through process management and geo collaboration.
Proceedings of the 7th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2010

2009
The WORKPAD User Interface and Methodology: Developing Smart and Effective Mobile Applications for Emergency Operators.
Proceedings of the Universal Access in Human-Computer Interaction. Applications and Services, 2009

2008
Pervasive Software Environments for Supporting Disaster Responses.
IEEE Internet Comput., 2008

Coordinating Mobile Actors in Pervasive and Mobile Scenarios: An AI-Based Approach.
Proceedings of the 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2008


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