Gianluca Demartini
building Data Scientists since 2014

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.

Current projects I am an investigator for while at the University of Queensland:
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)
Large-Scale Political Participation: Issue Identification, Deliberation, and Co-creation (2022-2026) (Co-I, Swiss National Science Foundation, 2.4M CHF total cost)
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)
ARC Training Centre for Information Resilience (2020-2025) (Co-I, ARC Industrial Transformation Training Centre, 13.8M AUD total cost)
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

Dr. Gianluca Demartini,
School of Electrical Engineering and Computer Science,
University of Queensland

GP South Building, Staff House Road
St Lucia
QLD 4072 Australia

Office: +61 7 336 58325
demartini@acm.org

Photo of Gianluca Demartini

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.

Current projects I am an investigator for while at the University of Queensland:
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)
Large-Scale Political Participation: Issue Identification, Deliberation, and Co-creation (2022-2026) (Co-I, Swiss National Science Foundation, 2.4M CHF total cost)
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)
ARC Training Centre for Information Resilience (2020-2025) (Co-I, ARC Industrial Transformation Training Centre, 13.8M AUD total cost)
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