12 citations · 27 across the 4 of their papers we have counts for
5 papers
Empowering Users in Graph Rule Mining via Large Language Models
Francesco Cambria, Francesco Invernici, Andrea Colombo +1
In the era of interconnected data, graphs have emerged as an effective abstraction for modeling complex systems in an intuitive format, especially with the rise of Property Graphs,…
Capturing research literature attitude towards Sustainable Development Goals: an LLM-based topic modeling approach
Francesco Invernici, Francesca Curati, Jelena Jakimov +2
The world is facing a multitude of challenges that hinder the development of human civilization and the well-being of humanity on the planet. The Sustainable Development Goals (SDG…
MINE GRAPH RULE: A New Cypher-like Operator for Mining Association Rules on Property Graphs
Francesco Cambria, Francesco Invernici, Anna Bernasconi +1
Mining information from graph databases is becoming overly important. To approach this problem, current methods focus on identifying subgraphs with specific topologies; as of today…
Exploring the evolution of research topics during the COVID-19 pandemic
Francesco Invernici, Anna Bernasconi, Stefano Ceri
The COVID-19 pandemic has changed the research agendas of most scientific communities, resulting in an overwhelming production of research articles in a variety of domains, includi…
Searching COVID-19 Clinical Research Using Graph Queries: Algorithm Development and Validation
Francesco Invernici, Anna Bernasconi, Stefano Ceri
Objective: This study aims to consider small graphs of concepts and exploit them for expressing graph searches over existing COVID-19-related literature, leveraging the increasing…