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

Gianluca Demartini, Ph.D.
School of Information Technology and Electrical Engineering,
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

Dr. Gianluca Demartini is an Associate Professor in Data Science at the University of Queensland, School of Electrical Engineering and Computer Science. His main research interests are Information Retrieval, Semantic Web, and Human Computation. His research has been supported by the Australian Research Council (ARC), the Swiss National Science Foundation (SNSF), the EU H2020 framework program, the UK Engineering and Physical Sciences Research Council (EPSRC), Facebook, Google, and the Wikimedia Foundation. He received Best Paper Awards at the ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR) in 2023, AAAI Conference on Human Computation and Crowdsourcing (HCOMP) in 2018 and at the European Conference on Information Retrieval (ECIR) in 2016, the Best Short Paper Award at ECIR in 2020 and the Best Demo Award at the International Semantic Web Conference (ISWC) in 2011. He has published more than 200 peer-reviewed scientific publications including papers at major venues such as WWW, ACM SIGIR, VLDBJ, ISWC, and ACM CHI.
He has given several invited talks, tutorials, and keynotes at a number of academic conferences (e.g., ISWC, ICWSM, WebScience, and the RuSSIR Summer School), companies (e.g., Facebook), and Dagstuhl seminars. He is a senior member of the ACM since 2020, an ACM Distinguished Speaker since 2015, and has been a TEDx speaker in 2019.
He serves as associate editor for the Transactions on Graph Data and Knowledge (TGDK) Journal and as an editorial board member for the Information Retrieval journal. He is a steering committee member for the AAAI HCOMP conference. He was PC Chair 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. He has been Senior Program Committee member for, among others, the ACM Conference on Research and Development in Information Retrieval (SIGIR), the ACM Web Search and Data Mining (WSDM) Conference, the International Joint Conference on Artificial Intelligence (IJCAI), the AAAI Conference on Human Computation and Crowdsourcing (HCOMP), and the International Conference on Web Engineering (ICWE). He co-organized several workshops and tutorials at international conferences as well as the Entity Ranking Track at the Initiative for the Evaluation of XML Retrieval in 2008 and 2009.
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 Hanover 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