Gianluca Demartini

Gianluca Demartini is a prominent researcher in human-in-the-loop AI systems, crowdsourcing, and information retrieval. His work spans interdisciplinary collaborations with institutions across Australia, Europe, and Asia, focusing on enhancing media literacy, managing data bias, and improving human-AI collaboration frameworks.

• Key affiliations include University of Queensland, University of Padua, and University of Basel
• Research areas: Crowdsourcing, Large Language Model applications, Misinformation detection

Research Interests:

• Bias Management: Developing tools for identifying and mitigating biases in AI systems
• Misinformation Mitigation: Human-AI strategies for truthfulness assessment
• Collaborative Knowledge Systems: Hybrid human-machine approaches to data quality
• LLM Applications: Personas, synthetic data generation, and ethical considerations

Publication Trends show a focus on AI ethics, human-AI collaboration, and social media analysis, with recent work exploring LLMs' role in content moderation and misinformation detection.

Scientific Awards:

• 2023 ICTIR Best Paper Award
• 2020 ISWC Best Demo Award
• 2013 ISWC Best Paper Nominee
• 2011 ISWC Best Demo Award
• 2020 CSCW Honorable Mention

Advising: Mentoring junior researchers across multiple institutions in areas like data bias, crowdsourcing, and AI ethics.