Understanding the evolution of research through data visualization and AI
We study how to depict the evolution of scientific research through AI and Data Visualization techniques
Research
Research projects
Most recent research projects
- DRIN
DRIN - Design Research INtelligence
Theme AI-based content creationLeading scientist Andrea Vian (Principal Investigator)Duration 2022 - 2024 - UniGeWeb
UniGe Web - Data driven web redesign
Theme AI-based content creationLeading scientists Andrea Vian (Principal Investigator), Annalisa BarlaDuration 2017 - 2020Sponsors UniGeTotal funding 550 k€
Publications
Most recent publications
| Title | Year | Author | Venue |
|---|---|---|---|
| Tracking Interdisciplinary Patterns in Italian Computer Science Networks | 2026 | Pretolesi, Daniele; Monteverde, Marco; Lupi, Federico; Vian, Andrea; Barla, Annalisa | Complex Networks & Their Applications XIV. COMPLEX NETWORKS 2025. Studies in Computational Intelligence |
| Supervised EEG-Based Vigilance State Classification in Preterm Infants | 2026 | Burlando, Gaia; Marazzotta, Valentina; Lanino, Sara; Uccella, Sara; Barla, Annalisa; Ramenghi, Luca A.; Nobili, Lino; Arnulfo, Gabriele | 12th Annual International IEEE/EMBS Conference on Neural Engineering, NER 2025 |
| Artificial intelligence and network science as tools to illustrate academic research evolution in interdisciplinary fields: The case of Italian design | 2025 | Pretolesi, Daniele; Stanzani, Ilaria; Ravera, Stefano; Vian, Andrea; Barla, Annalisa | PLOS ONE |
| Mapping the evolution of design research: a data-driven analysis of interdisciplinary trends and intellectual landscape | 2025 | Vian, Andrea; Carella, Gianluca; Pretolesi, Daniele; Barla, Annalisa; Zurlo, Francesco | DRS Biennial Conference Series: DRS2024: Boston, 23–28 June, Boston, USA. |
| AI-driven big web redesign: two case studies in Italian universities | 2024 | Vian, Andrea; Pretolesi, Daniele; Rampino, Lucia; Barla, Annalisa | Ital-Ia |