AIDME: A Scalable, Interpretable Framework for AI-Aided Scoping Reviews
Scientific publishing is expanding rapidly across disciplines, making it increasingly difficult for researchers to organize, filter, and synthesize the literature. Systematic …
Michael Soprano
Postdoctoral Researcher
Welcome to my personal webpage. I am a Researcher at the University of Udine and a member of the Social, Mobile, Data & Crowd Laboratory. I hold a PhD in Computer Science and Mathematical and Physical Sciences.
My research interests include Human Computation, Crowdsourcing, Information Retrieval, and Large Language Models. My current work focuses in particular on the use of crowdsourcing to address the growing challenge of misinformation.
You can download my Curriculum Vitae in English or Italian. You can also explore my PhD thesis, together with my Master’s, Bachelor’s, and High School theses.
The Magnitude of Truth: On Using Magnitude Estimation for Truthfulness Assessment
Conference Talk - The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Padua, Italy.
The Magnitude of Truth: On Using Magnitude Estimation for Truthfulness Assessment
Evaluating the truthfulness of online content is critical for combating misinformation. This study examines the efficiency and effectiveness of crowdsourced truthfulness …
PILs of Knowledge: A Synthetic Benchmark for Evaluating Question Answering Systems in Healthcare
Patient Information Leaflets (PILs) provide essential information about medication usage, side effects, precautions, and interactions, making them a valuable resource for Question …
riccardo-lunardi
Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking
Assessing the truthfulness of information is a critical task in fact-checking, and is typically performed using binary or coarse ordinal scales (2-6 levels), though fine-grained …
kevin-roitero
AIDME: A Scalable, Interpretable Framework for AI-Aided Scoping Reviews
Workshop Talk - Workshop “AI, Misinformation and Disinformation”, held as part of the 5th National CINI Conference on Artificial Intelligence (Ital-IA 2025). June 23, 2025, …
In Crowd Veritas: Leveraging Human Intelligence To Fight Misinformation
The spread of online misinformation poses serious threats to democratic societies. Traditionally, expert fact-checkers verify the truthfulness of information through investigative …
Agent-Based Healthcare Chatbots for Regional System Services: A Case Study in the Friuli-Venezia Giulia Region
The scholarly publishing process relies on peer review to uphold the quality of scientific knowledge. However, challenges such as increasing submission volumes and potential …
riccardo-lunardi
Search Trajectory Networks Applied to a Real-World Parallel Batch Scheduling Problem
We investigate solution methods for the Oven Scheduling Problem (OSP), a parallel batch scheduling optimization problem in semiconductor manufacturing, using Search Trajectory …
francesca-da-ros
Evaluation of Crowdsourced Peer Review using Synthetic Data and Simulations
The scholarly publishing process relies on peer review to uphold the quality of scientific knowledge. However, challenges such as increasing submission volumes and potential …