67 citations
- Politecnico di MilanoIT10 papers
- Siemens (Germany)DE2 papers
- AustriaTech (Austria)AT1 paper
- Cheshire West and ChesterGB1 paper
- Delft University of TechnologyNL1 paper
- Dublin City UniversityIE1 paper
- Eötvös Loránd UniversityHU1 paper
- EURECOMFR1 paper
- Federal Highway and Transport Research InstituteDE1 paper
- FIZ Karlsruhe – Leibniz Institute for Information InfrastructureDE1 paper
- Fraunhofer Institute for Applied Information TechnologyDE1 paper
- Free University of Bozen-BolzanoIT1 paper
13 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…
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…