28 citations · 46 across the 8 of their papers we have counts for
8 papers
A DataOps Toolbox Enabling Continuous Semantic Integration of Devices for Edge-Cloud AI Applications
Mario Scrocca, Marco Grassi, Alessio Carenini +3
The implementation of AI-based applications in complex environments often requires the collaboration of several devices spanning from edge to cloud. Identifying the required device…
Mutual Understanding between People and Systems via Neurosymbolic AI and Knowledge Graphs
Irene Celino, Mario Scrocca, Agnese Chiatti
This chapter investigates the concept of mutual understanding between humans and systems, positing that Neuro-symbolic Artificial Intelligence (NeSy AI) methods can significantly e…
Procedural Knowledge Ontology (PKO)
Valentina Anita Carriero, Mario Scrocca, Ilaria Baroni +2
Processes, workflows and guidelines are core to ensure the correct functioning of industrial companies: for the successful operations of factory lines, machinery or services, often…
mobilityDCAT-AP: a Metadata Specification for Enhanced Cross-border Mobility Data Sharing
Mario Scrocca, Lina Molinas Comet, Benjamin Witsch +4
Integrated and efficient mobility requires data sharing among the involved stakeholders. In this direction, regulators and transport authorities have been defining policies to fost…
Human Evaluation of Procedural Knowledge Graph Extraction from Text with Large Language Models
Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni +2
Procedural Knowledge is the know-how expressed in the form of sequences of steps needed to perform some tasks. Procedures are usually described by means of natural language texts,…
Intelligent Urban Traffic Management via Semantic Interoperability across Multiple Heterogeneous Mobility Data Sources
Mario Scrocca, Marco Grassi, Marco Comerio +4
The integrated exploitation of data sources in the mobility domain is key to providing added-value services to passengers, transport companies and authorities. Indeed, multiple sta…
Modelling Business Agreements in the Multimodal Transportation Domain through Ontological Smart Contracts
Mario Scrocca, Marco Comerio, Alessio Carenini +1
The blockchain technology provides integrity and reliability of the information, thus offering a suitable solution to guarantee trustability in a multi-stakeholder scenario that in…
Turning Transport Data to Comply with EU Standards while Enabling a Multimodal Transport Knowledge Graph
Mario Scrocca, Marco Comerio, Alessio Carenini +1
Complying with the EU Regulation on multimodal transportation services requires sharing data on the National Access Points in one of the standards (e.g., NeTEx and SIRI) indicated…