Semantic Web Access & Personalization Research Lab

Projects

Sustainability of recommender systems

This project investigates approaches to benchmark and improving the carbon footprint of Recommendation Systems, proving a path towards sustainable recommendation. Thesis available for both bachelor and master students!

Knowledge-aware recommender systems

This project investigates approaches to design effective multi-modal knowledge aware recommender systems, relying on several knowledge sources, including knowledge graphs, text, audio signals, and visual signals.</b>

Cross domain recommender systems

This project investigates approach, techniques and methodology to the devolpment and imporvements of Large Langue Models (LLMs) focused on the Italian Language.

Symbiotic Recommender Systems

This project investigates approaches, techniques, and methodologies for the development and improvement of Large Language Models (LLMs) focused on recommendation tasks, particularly conversational recommendation tasks.

Healthcare approach thought pose detection and recommended system

This project investigates approach, techniques and methodology to the devolpment and imporvements of Large Langue Models (LLMs) focused on the Italian Language.

Lexical semantic change

This project investigates approach, techniques and methodology to the devolpment and imporvements of Large Langue Models (LLMs) focused on the Italian Language.

Symbiotic AI-based Decision Support Systems for the Management of E-procurement Procedures

This project investigates approach, techniques and methodology to the devolpment and imporvements of Large Langue Models (LLMs) focused on the Italian Language.

Information extraction from unstructured content

This project investigates approach, techniques and methodology to the devolpment and imporvements of Large Langue Models (LLMs) focused on the Italian Language.

LLMs for Italian Language

This project investigates approach, techniques and methodology to the devolpment and imporvements of Large Langue Models (LLMs) focused on the Italian Language.

Thesis Format

This is an example that shows how a Thesis work proposed by the SWAP group will look like.

Project Format

This is an example that shows how a Project work proposed by the SWAP group will look like.