172 citations · 500 across the 30 of their papers we have counts for
31 papers
CONFETTY: A Tool for Enforcement and Data Confidentiality on Blockchain-Based Processes
Michele Kryston, Edoardo Marangone, Alessandro Marcelletti +1
Blockchain technology enforces the security, robustness, and traceability of operations of Process-Aware Information Systems (PAISs). In particular, transparency ensures that all d…
A TEE-based Approach for Preserving Data Secrecy in Process Mining with Decentralized Sources
Davide Basile, Valerio Goretti, Luca Barbaro +2
Process mining techniques enable organizations to gain insights into their business processes through the analysis of execution records (event logs) stored by information systems.…
A Semantic Encoding of Object Centric Event Data
Saba Latif, Fajar J. Ekaputra, Maxim Vidgof +2
The Object-Centric Event Data (OCED) is a novel meta-model aimed at providing a common ground for process data records centered around events and objects. One of its objectives is…
A Secure, Confidential, and Verifiable Decision Support System
Edoardo Marangone, Eugenio Nerio Nemmi, Daniele Friolo +3
Decision support systems are increasingly adopted to automate decision-making processes across industries, organizations, and governments. Decision support demands data privacy, in…
From Sound Workflow Nets to LTLf Declarative Specifications by Casting Three Spells
Luca Barbaro, Giovanni Varricchione, Marco Montali +1
In process management, effective behavior modeling is essential for understanding execution dynamics and identifying potential issues. Two complementary paradigms have emerged in t…
Balancing Confidentiality and Transparency for Blockchain-based Process-Aware Information Systems
Alessandro Marcelletti, Edoardo Marangone, Michele Kryston +1
Blockchain enables novel, trustworthy Process-Aware Information Systems (PAISs) by enforcing the security, robustness, and traceability of operations. In particular, transparency e…
Towards a Simple and Extensible Standard for Object-Centric Event Data (OCED) -- Core Model, Design Space, and Lessons Learned
Dirk Fahland, Marco Montali, Julian Lebherz +12
Process mining is shifting towards use cases that explicitly leverage the relations between data objects and events under the term of object-centric process mining. Realizing this…
CONFINE: Preserving Data Secrecy in Decentralized Process Mining
Valerio Goretti, Davide Basile, Luca Barbaro +1
In the contemporary business landscape, collaboration across multiple organizations offers a multitude of opportunities, including reduced operational costs, enhanced performance,…
MARTSIA: A Tool for Confidential Data Exchange via Public Blockchain
Michele Kryston, Edoardo Marangone, Claudio Di Ciccio +6
Blockchain technology streamlines multi-party collaborations in decentralized settings, especially when trust is limited or difficult to establish. While public blockchains enhance…
CAKE: Sharing Slices of Confidential Data on Blockchain
Edoardo Marangone, Michele Spina, Claudio Di Ciccio +1
Cooperative information systems typically involve various entities in a collaborative process within a distributed environment. Blockchain technology offers a mechanism for automat…
Transforming Credit Guarantee Schemes with Distributed Ledger Technology
Sabrina Leo, Andrea Delle Foglie, Luca Barbaro +3
Credit Guarantee Schemes (CGSs) are crucial in mitigating SMEs' financial constraints. However, they are renownedly affected by critical shortcomings, such as a lack of financial s…
Trusted Execution Environment for Decentralized Process Mining
Valerio Goretti, Davide Basile, Luca Barbaro +1
Inter-organizational business processes involve multiple independent organizations collaborating to achieve mutual interests. Process mining techniques have the potential to allow…
A Blockchain-driven Architecture for Usage Control in Solid
Davide Basile, Claudio Di Ciccio, Valerio Goretti +1
Decentralization initiatives like Solid enable data owners to control who has access to their data and to stimulate innovation by creating both application and data markets. Once d…
Enabling Data Confidentiality with Public Blockchains
Edoardo Marangone, Claudio Di Ciccio, Daniele Friolo +3
Blockchain technology is apt to facilitate the automation of multi-party cooperations among various players in a decentralized setting, especially in cases where trust among partic…
Measuring Rule-based LTLf Process Specifications: A Probabilistic Data-driven Approach
Alessio Cecconi, Luca Barbaro, Claudio Di Ciccio +1
Declarative process specifications define the behavior of processes by means of rules based on Linear Temporal Logic on Finite Traces (LTLf). In a mining context, these specificati…
MARTSIA: Enabling Data Confidentiality for Blockchain-based Process Execution
Edoardo Marangone, Claudio Di Ciccio, Daniele Friolo +3
Multi-party business processes rely on the collaboration of various players in a decentralized setting. Blockchain technology can facilitate the automation of these processes, even…
Blockchain based Resource Governance for Decentralized Web Environments
Davide Basile, Claudio Di Ciccio, Valerio Goretti +1
Decentralization initiatives such as Solid and ActivityPub aim to give data owners more control over their data and to level the playing field by enabling small companies and indiv…
Fine-grained Data Access Control for Collaborative Process Execution on Blockchain
Edoardo Marangone, Claudio Di Ciccio, Ingo Weber
Multi-party business processes are based on the cooperation of different actors in a distributed setting. Blockchains can provide support for the automation of such processes, even…
Event-Case Correlation for Process Mining using Probabilistic Optimization
Dina Bayomie, Claudio Di Ciccio, Jan Mendling
Process mining supports the analysis of the actual behavior and performance of business processes using event logs. % such as, e.g., sales transactions recorded by an ERP system. A…
Variants in managing supply chains on distributed ledgers
Paolo Bottoni, Claudio Di Ciccio, Remo Pareschi +2
Smart contracts show a high potential for ensuring that Supply Chain Management strategies make a qualitative leap toward higher levels of optimality, not only in terms of efficien…
Computing unsatisfiable cores for LTLf specifications
Marco Roveri, Claudio Di Ciccio, Chiara Di Francescomarino +1
Linear-time temporal logic on finite traces (LTLf) is rapidly becoming a de-facto standard to produce specifications in many application domains (e.g., planning, business process m…
Detection of statistically significant differences between process variants through declarative rules
Alessio Cecconi, Adriano Augusto, Claudio Di Ciccio
Services and products are often offered via the execution of processes that vary according to the context, requirements, or customisation needs. The analysis of such process varian…
Conformance Checking of Mixed-paradigm Process Models
Boudewijn van Dongen, Johannes De Smedt, Claudio Di Ciccio +1
Mixed-paradigm process models integrate strengths of procedural and declarative representations like Petri nets and Declare. They are specifically interesting for process mining be…
Visual Drift Detection for Sequence Data Analysis of Business Processes
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling +1
Event sequence data is increasingly available in various application domains, such as business process management, software engineering, or medical pathways. Processes in these dom…