Gianluca Demartini

Dr. Gianluca Demartini is a leading researcher in Human-in-the-loop AI Systems with significant contributions to Crowdsourcing, Information Retrieval, and Generative AI applications. His work bridges Machine Learning and Human-Computer Interaction, focusing on Bias Management, Fact-Checking, and Ethical AI.

• Major Affiliations: L3S Research Center, ScienceWISE platform, and collaborations with institutions like University of Queensland and University of Padua

Over 15 years, his research has explored Crowdsourcing Quality Control (Mechanical Cheat 2012), Entity Ranking (2008-2013), and Semantic Search. Recent work (2024-2026) focuses on Generative AI Impacts in domains like Media Literacy, Data Curation, and Visual Analytics.

• Scientific Recognition:
  • Best Paper Award (Top 1.4%) at ICTIR 2023
  • Best Short Paper Award (Top 0.6%) at ECIR 2020
  • Honorable Mention (Top 2%) at CSCW 2020
  • Best Demo Award at ISWC 2011
  • 3rd Best Paper at LA-WEB 2008

His 15 most recent publications (2024-2026) demonstrate expertise in LLM-based Content Moderation, Immersive Data Visualization, and Trustworthy AI Systems. He has pioneered methods for Bias Detection in Wikipedia (2013), Entity Ranking (2008-2013), and Human-AI Collaboration frameworks. His work consistently addresses ethical challenges in AI for Social Good and Responsible Data Science.