Dr. Gianluca Demartini, 
				
School of Electrical Engineering and Computer Science,
 University of Queensland
			
St Lucia
QLD 4072 Australia
				Office: +61 7 336 58325 
				demartini@acm.org 
  
				
			
 
 
			Gianluca Demartini is a Professor in Data Science and an ARC Future Fellow at the School of Electrical Engineering and Computer Science at the University of Queensland, Australia. He is also a Dieter Schwarz Fellow at the Technical University of Munich, Germany. His main research interests in Data Science include Information Retrieval and Responsible Artificial Intelligence. His research is currently funded by the Australian Research Council, the Swiss National Science Foundation, Meta, Google, and the Wikimedia Foundation. He received multiple Best Paper awards at Artificial Intelligence and Information Retrieval conferences. He has published more than 200 scientific papers at major computer science venues such as the ACM Web Conference, ACM SIGIR, VLDB Journal, ISWC, and ACM CHI. He is an ACM Senior Member, ACM Distinguished Speaker, and TEDx speaker. His recent research has looked at the application of AI for public good. This includes, for example, applications of AI to online misinformation detection, harmful content detection, and gender and political bias in AI. This has led him to work on fundamental research challenges including data bias management, fairness in AI, and human-artificial intelligence collaboration. He serves as associate editor for the Transactions on Graph Data and Knowledge (TGDK) Journal and for the ACM Journal of Data and Information Quality (JDIQ). He is a steering committee member for the AAAI HCOMP conference. He was PC Chair for the AAAI HCOMP conference in 2024, the International Semantic Web Conference in 2024, and for the ACM Conference on Research and Development in Information Retrieval (SIGIR) in 2022. He was General co-Chair for the ACM International Conference on Information and Knowledge Management (CIKM) 2021. He was Crowdsourcing and Human Computation Track co-Chair at WWW 2018 and co-chair for the Human Computation and Crowdsourcing Track at ESWC 2015. Before joining the University of Queensland, he was Lecturer at the University of Sheffield in UK, post-doctoral researcher at the eXascale Infolab at the University of Fribourg in Switzerland, visiting researcher at UC Berkeley, junior researcher at the L3S Research Center in Germany, and intern at Yahoo! Research in Spain. In 2011, he obtained a Ph.D. in Computer Science at the Leibniz University of Hannover focusing on Semantic Search.
Current and Past Projects
Here you can find some link to projects in which I am currently involved in as well as a list of past projects.
 
	Projects I am an investigator for while at the University of Queensland:
    
Current:
PBIAS: A Principled Approach to Data Bias Management in Data Pipelines (2025-2028) (PI, Australian Research Council Future Fellowship, 1.2M AUD funding)
ARC Training Centre for Information Resilience (2021-2026) (Co-I, ARC Industrial Transformation Training Centre, 13.8M AUD total cost)
				Large-Scale Political Participation: Issue Identification, Deliberation, and Co-creation (2022-2026) (Co-I, Swiss National Science Foundation, 2.4M CHF total cost)
    
Completed:
Measuring the Gender Gap: Attribute-based Class Completeness Estimation (2023-2024) (PI, Wikimedia Foundation)
        Monitoring and Modeling Human Annotator Behaviors in Mephisto (2022-2023) (PI, Meta AI)
	Crowdsourcing an Online Safety Benchmark for Fake News Identification (2019-2023) (PI, Facebook Research Award)
	Human-in-the-loop Chimpanzee Identification (2021-2022) (PI, Google AI for Social Good Research Award)
	DESCANT : DEtecting Stereotypes in human ComputAtioN Tasks (2019-2022) (Co-I, Cyprus Research Promotion Foundation)
	Collaborative Lab of Health Informatics with Neusoft (2019-2022) (Co-I, Industry funding)
	Building crowd sourced data curation processes (2019-2021) (Co-I, ARC Discovery Project, 440K AUD funding, 900K AUD total cost)
	Artificial Intelligence with Humans in the Loop (2019) (PI, UQ Early Career Researcher)
	Past projects I was an investigator for while at the University of Sheffield:
	FashionBrain: Understanding Europe's Fashion Data Universe (PI, H2020-ICT-14-2016, 2.9M EUR	total	cost)
	BetterCrowd: Human Computation for Big Data (PI, 	EPSRC	First	Grant, 120K GBP	total	cost) 
	Entity-centric information exploration and discovery in big digital archives (Co-I) 
 
	Past projects I was team member of while at the eXascale Infolab:
	Bowlogna 
 DNS^3
	ScienceWise		
	Hybrid Ad-hoc Object Retrieval
	ZenCrowd
	Pick-A-Crowd	
	TRank: Ranking Entity Types Using the Web of Data
	Past projects I was team member of while at the  L3S Research Center:
	Arcomem 
 LivingKnowledge
	Okkam 
 Nepomuk
	Beagle++
	Expert Finding
	Personal
		Activity Search
 
  
  
  
  
	 
  
  
  
  
 