Ph.D. in Ingegneria Informatica E Dei Sistemi , 32nd cycle (2016-2019)
Ph.D. obtained in 2020
Dissertation:
Neural Networks forBuilding Semantic Models and Knowledge Graphs (Abstract)
Tutors:
Juan Carlos De MartinTeaching
Teachings
Bachelor of Science
- Rivoluzione digitale. A.A. 2016/17, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Rivoluzione digitale. A.A. 2017/18, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Rivoluzione digitale. A.A. 2018/19, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Rivoluzione digitale. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Futia, Giuseppe; Garifo, Giovanni; Vetro', Antonio; DE MARTIN, JUAN CARLOS (2020)
Modeling the semantics of data sources with graph neural networks.
Altro - Futia, Giuseppe (2020)
Neural Networks forBuilding Semantic Models and Knowledge Graphs. relatore: DE MARTIN, JUAN CARLOS; , 32. XXXII Ciclo, P.: 161
Doctoral Thesis - Futia, Giuseppe; Vetro, Antonio (2020)
On the Integration of Knowledge Graphs into Deep Learning Models for a More Comprehensible AI—Three Challenges for Future Research. In: INFORMATION, vol. 11. ISSN 2078-2489
Contributo su Rivista - Futia, Giuseppe; Vetrò, Antonio; De Martin, Juan Carlos (2020)
SeMi: A SEmantic Modeling machIne to build Knowledge Graphs with graph neural networks. In: SOFTWAREX, vol. 12. ISSN 2352-7110
Contributo su Rivista - Futia, Giuseppe; Vetro', Antonio; Melandri, Alessio; DE MARTIN, JUAN CARLOS (2018)
Training Neural Language Models with SPARQL queries forSemi-Automatic Semantic Mapping. In: SEMANTiCS 2018 – 14th International Conference on Semantic Systems, Vienna (Austria), 10th - 13th of September 2018
Contributo in Atti di Convegno (Proceeding)