Skip to menu Skip to content Skip to footer
Professor Guido Zuccon
Professor

Guido Zuccon

Email: 
Phone: 
+61 7 336 58319

Overview

Background

Professor Guido Zuccon is a Professorial Research Fellow at The University of Queensland, Electrical Engineering and Computer Science School, the AI DIrector for the Queensland Digital Health Centre (QDHeC), an Affiliate Professor at the UQ Centre for Health Services Research, Faculty of Medicine, and an Honorary Reader at Strathclyde University (UK). He leads the Information Engineering Lab (ielab), a research team working in Information Retrieval and Health Data Science. He was an ARC DECRA Fellow (2018-2020).

Guido's main research interests are Information Retrieval, Health Search, Formal Models of Search and Search Interaction, and Health Data Science. He has successfully attracted funding from the ARC via an ARC Discovery Early Career Research Award Fellowship and an ARC Discoverty Project. His research has also been funded by Google (Google Research Awards program), Grain Research and Development Corporation (GRDC), Microsoft (Microsoft Azure for Research Award), the CSIRO (research gifts and PhD Students Top-up scholarships), the Australian Academy of Science (FASIC program), the European Science Foundation, and Neusoft Corporation.

Guido has published more than 100 peer-reviewed research articles at conferences and in journals, in information retrieval and health informatics; of these more than 30 are ranked in the top 10% of his filed (field weighted average) and more than 10 are ranked in the top 1%. He has won best papers award at AIRS 2017 (“Automatic Query Generation from Legal Texts for Case Law Retrieval”), CLEF 2016 (“Assessors agreement: A case study across assessor type, payment levels, query variations and relevance dimensions”), ALTA 2015 (“Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction”), and ECIR 2012 (“Top-k retrieval using facility location analysis”). His research on people using search engines to seek health advice on the web has been widely disseminated by the media (190+ national and international newspaper articles, 10+ TV and radio interviews in 2015; see the media page coverage for that project). Guido is the Consumer Health Search task leader for the CLEF eHealth Evaluation Lab, since 2014. He is one of the TREC 2019 Decision Track organisers: this is an international evaluation effort in Information Retrieval that aims to investigate how people use search engines to make decisions (with a focus in 2019 on consumer health search). Guido has provided scientific tutorials to other researchers in his field at ACM SIGIR 2015 and 2018, ACM CIKM 2015, ACM ICTIR 2016, RUSSIR 2018, WSDM 2019.

Guido has reviewed for top journals and conferences in his field, including ACM TOIS, FnTIR, JASIST, IRJ, ACM TIST, ACM TWEB, IP&M, ACM SIGIR,ACM CIKM, ACM ICTIR, ACM WSDM, WWW, ECIR, ACM SIG-PODS. He was awarded the Best Reviewer Award at ECIR 2014. He has served as general chair, program chair, workshop chair and publicity chair for conferences in his research field, including ADCS (either PC Chair or General Chair in 2013, 2014, 2017), AIRS 2015 (General Chair), ECIR 2015 (Workshop Chair) and WSDM 2019 (publicity chair). Dr Zuccon is the Information co-Director for ACM SIGIR and was one of the recognised IR leaders invited to participate to the 3rd Strategic Workshop in Information Retrieval (SWIRL III, 2018).

Before joining the University of Queensland, Guido was a Lecturer (2014-2017) and Senior Lecturer (2017-2018) at the Queensland University of Technology, Australia, and a Post Doctoral Research Fellow at the Australian E-Health Research Centre (AEHRC), CSIRO (2011-2014), Australia. He received a Ph.D. in Computer Science at the University of Glasgow, UK (2012), focusing on Formal Models of Information Retrieval based on Quantum Theory, and a M.Comp.Eng. summa cum laude at the University of Padova, Italy (2007).

Availability

Professor Guido Zuccon is:
Available for supervision

Qualifications

  • Doctor of Philosophy, University of Glasgow

Research interests

  • Formal models of Information Retrieval

    Models of search, information seeking and interactions; Semantic models of search; Exploiting word embeddings and deep learning in Information Retrieval; Evaluation of Information Retrieval (including task-based evaluation)

  • Medical/Health Information Retrieval and Data Science

    Retrieval models and strategies for consumers searching the web for health advise; Retrieval models and strategies for cohort identification for clinical trials from electronic medical records; Retrieval models and strategies for clinical decision support and evidence-based medicine; Models, approaches and strategies for automating systematic reviews, in particular with respect to the search phase health search evaluation; Semantic models for health data science, including automatic and bootstrapped generation and exploitation of health knowledge graph

Works

Search Professor Guido Zuccon’s works on UQ eSpace

207 works between 2008 and 2024

181 - 200 of 207 works

2013

Conference Publication

Efficient top-k retrieval with signatures

Chappell, Timothy, Geva, Shlomo, Nguyen, Anthony and Zuccon, Guido (2013). Efficient top-k retrieval with signatures. 18th Australasian Document Computing Symposium, Brisbane, QLD Australia, 5 - 6 December 2013 . New York, NY United States: ACM Press. doi: 10.1145/2537734.2537742

Efficient top-k retrieval with signatures

2013

Conference Publication

Towards a visually enhanced medical search engine

Lalwani, Lavish, Zuccon, Guido, Sharaf, Mohamed and Nguyen, Anthony (2013). Towards a visually enhanced medical search engine. 2nd Australasian Workshop on Artificial Intelligence in Health, AIH 2013 and the 4th International Workshop on Collaborative Agents - Research and Development, CARE 2013 - Co-located with the 26th Australasian Joint Conference on Artificial Intelligence, AI 2013, Dunedin, New Zealand, 3 December 2013. Aachen: CEUR-WS.

Towards a visually enhanced medical search engine

2013

Journal Article

Classification of cancer-related death certificates using machine learning

Butt, Luke, Zuccon, Guido, Nguyen, Anthony, Bergheim, Anton and Grayson, Narelle (2013). Classification of cancer-related death certificates using machine learning. Australasian Medical Journal, 06 (05), 292-299. doi: 10.21767/amj.2013.1654

Classification of cancer-related death certificates using machine learning

2013

Conference Publication

Term associations in query expansion: a structural linguistic perspective

Symonds, Michael, Zuccon, Guido, Koopman, Bevan, Bruza, Peter and Sitbon, Laurianne (2013). Term associations in query expansion: a structural linguistic perspective. 22nd ACM international conference on Information & Knowledge Management, San Francisco, CA, United States, 27 October - 01 November 2013. New York, NY, United States: ACM Press. doi: 10.1145/2505515.2507852

Term associations in query expansion: a structural linguistic perspective

2013

Conference Publication

ADCS reaches adulthood: an analysis of the conference and its community over the last eighteen years

Koopman, Bevan, Zuccon, Guido, De Vine, Lance, Bakharia, Aneesha, Bruza, Peter, Sitbon, Laurianne and Gibson, Andrew (2013). ADCS reaches adulthood: an analysis of the conference and its community over the last eighteen years. 18th Australasian Document Computing Symposium, Brisbane, QLD, Australia, 5-6 December 2013. New York, NY, USA: ACM Press. doi: 10.1145/2537734.2537741

ADCS reaches adulthood: an analysis of the conference and its community over the last eighteen years

2013

Conference Publication

Overview of the ShARe/CLEF eHealth Evaluation Lab 2013

Suominen, Hanna, Salanterä, Sanna, Velupillai, Sumithra, Chapman, Wendy W., Savova, Guergana, Elhadad, Noemie, Pradhan, Sameer, South, Brett R., Mowery, Danielle L., Jones, Gareth J. F., Leveling, Johannes, Kelly, Liadh, Goeuriot, Lorraine, Martinez, David and Zuccon, Guido (2013). Overview of the ShARe/CLEF eHealth Evaluation Lab 2013. 4th International Conference of the CLEF Initiative (CLEF 2013), Valencia, Spain, 23-26 September 2013. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-40802-1_24

Overview of the ShARe/CLEF eHealth Evaluation Lab 2013

2012

Conference Publication

Is the unigram relevance model term independent? Classifying term dependencies in query expansion

Symonds, Mike, Bruza, Peter, Zuccon, Guido, Sitbon, Laurianne and Turner, Ian (2012). Is the unigram relevance model term independent? Classifying term dependencies in query expansion. 17th Australasian Document Computing Symposium, ADCS 2012, Dunedin, New Zealand, 5-6 December 2012. New York, NY, United States: ACM Press. doi: 10.1145/2407085.2407102

Is the unigram relevance model term independent? Classifying term dependencies in query expansion

2012

Conference Publication

Graph-based concept weighting for medical information retrieval

Koopman, Bevan, Zuccon, Guido, Bruza, Peter, Sitbon, Laurianne and Lawley, Michael (2012). Graph-based concept weighting for medical information retrieval. Seventeenth Australasian Document Computing Symposium, Dunedin, New Zealand, 5-6 December 2012. New York, NY, USA: ACM Press. doi: 10.1145/2407085.2407096

Graph-based concept weighting for medical information retrieval

2012

Conference Publication

Top-k retrieval using facility location analysis

Zuccon, Guido, Azzopardi, Leif, Zhang, Dell and Wang, Jun (2012). Top-k retrieval using facility location analysis. 34th European Conference on Information Retrieval (ECIR 2012), Barcelona, Spain, 1-5 April 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-28997-2_26

Top-k retrieval using facility location analysis

2012

Conference Publication

An evaluation of corpus-driven measures of medical concept similarity for information retrieval

Koopman, Bevan, Zuccon, Guido, Bruza, Peter, Sitbon, Laurianne and Lawley, Michael (2012). An evaluation of corpus-driven measures of medical concept similarity for information retrieval. 21st ACM international conference on Information and knowledge management, Maui, HI, United States, 29 October - 02 November 2012. New York, NY, United States: ACM Press. doi: 10.1145/2396761.2398661

An evaluation of corpus-driven measures of medical concept similarity for information retrieval

2012

Conference Publication

A comprehensive analysis of parameter settings for novelty-biased cumulative gain

Leelanupab, Teerapong, Zuccon, Guido and M. Jose, Joemon (2012). A comprehensive analysis of parameter settings for novelty-biased cumulative gain. 21st ACM international Conference on Information and Knowledge Management, Maui, HI, United States, 29 October - 02 November 2012. New York, NY, United States: ACM Press. doi: 10.1145/2396761.2398550

A comprehensive analysis of parameter settings for novelty-biased cumulative gain

2012

Conference Publication

Exploiting medical hierarchies for concept-based information retrieval

Zuccon, Guido, Koopman, Bevan, Nguyen, Anthony, Vickers, Deanne and Butt, Luke (2012). Exploiting medical hierarchies for concept-based information retrieval. Seventeenth Australasian Document Computing Symposium, Dunedin, New Zealand, 5-6 December 2012. New York, NY, USA: ACM Press. doi: 10.1145/2407085.2407100

Exploiting medical hierarchies for concept-based information retrieval

2011

Conference Publication

On the use of complex numbers in quantum models for information retrieval

Zuccon, Guido, Piwowarski, Benjamin and Azzopardi, Leif (2011). On the use of complex numbers in quantum models for information retrieval. Third International Conference on the Theory of Information Retrieval, ICTIR 2011, Bertinoro, Italy, 12-14 September 2011. Berlin, Germany: Springer. doi: 10.1007/978-3-642-23318-0_36

On the use of complex numbers in quantum models for information retrieval

2011

Conference Publication

The interactive PRP for diversifying document rankings

Zuccon, Guido, Azzopardi, Leif and van Rijsbergen, C.J. "Keith" (2011). The interactive PRP for diversifying document rankings. 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), Beijing, China, 24-28 July 2011. New York, NY, United States: ACM Press. doi: 10.1145/2009916.2010132

The interactive PRP for diversifying document rankings

2011

Conference Publication

Back to the roots: mean-variance analysis of relevance estimations

Zuccon, Guido, Azzopardi, Leif and van Rijsbergen, Keith (2011). Back to the roots: mean-variance analysis of relevance estimations. 33rd European Conference on IR Research, Dublin, Ireland, 18-21 April 2011. Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/978-3-642-20161-5_78

Back to the roots: mean-variance analysis of relevance estimations

2011

Conference Publication

Using emotion to diversify document rankings

Moshfeghi, Yashar, Zuccon, Guido and Jose, Joemon M. (2011). Using emotion to diversify document rankings. Third International Conference on the Theory of Information Retrieval, ICTIR 2011, Bertinoro, Italy, 12-14 September 2011. Berlin, Germany: Springer. doi: 10.1007/978-3-642-23318-0_34

Using emotion to diversify document rankings

2011

Conference Publication

An analysis of ranking principles and retrieval strategies

Zuccon, Guido, Azzopardi, Leif and Van Rijsbergen, C. J. Keith (2011). An analysis of ranking principles and retrieval strategies. ICTIR: Conference on the Theory of Information Retrieval, Bertinoro, Italy, 12-14 September 2011. Berlin, Germany: Springer. doi: 10.1007/978-3-642-23318-0_15

An analysis of ranking principles and retrieval strategies

2011

Conference Publication

A Query-Basis Approach to Parametrizing Novelty-Biased Cumulative Gain

Leelanupab, Teerapong, Zuccon, Guido and Jose, Joemon M. (2011). A Query-Basis Approach to Parametrizing Novelty-Biased Cumulative Gain. 3rd International Conference on the Theory of Information Retrieval (ICTIR 2011), Bertinoro, Italy, 12-14 September 2011. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-23318-0_32

A Query-Basis Approach to Parametrizing Novelty-Biased Cumulative Gain

2010

Conference Publication

Has portfolio theory got any principles?

Zuccon, Guido, Azzopardi, Leif and van Rijsbergen, C.J. "Keith" (2010). Has portfolio theory got any principles?. 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '10, Geneva, Switzerland, 19-23 July 2010. New York, NY, United States: ACM Press. doi: 10.1145/1835449.1835600

Has portfolio theory got any principles?

2010

Conference Publication

Estimating interference in the QPRP for subtopic retrieval

Zuccon, Guido, Azzopardi, Leif, Hauff, Claudia and van Rijsbergen, C.J. Keith (2010). Estimating interference in the QPRP for subtopic retrieval. 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '10, Geneva, Switzerland, 19-23 July 2010. New York, NY, United States: ACM Press. doi: 10.1145/1835449.1835593

Estimating interference in the QPRP for subtopic retrieval

Funding

Current funding

  • 2024 - 2029
    NASCENT: National infrastructure for real-time clinical AI trials
    MRFF - National Critical Infrastructure Initiative
    Open grant
  • 2022 - 2026
    Digital Infrastructure For improving First Nations Maternal & Child Health
    MRFF Research Data Infrastructure
    Open grant

Past funding

  • 2023 - 2024
    From Search to Synthesis: Automating the Systematic Review Creation Process
    Universities Australia - Germany Joint Research Co-operation Scheme
    Open grant
  • 2022 - 2023
    Federated Online Learning of Neural Rankers
    CCF Baidu Pinecone Fund
    Open grant
  • 2022 - 2023
    SMART Project - Towards Systematic Maturation of Analytics and System Redesign to Transform (SMART) Healthcare and Public Health Research
    Queensland Health
    Open grant
  • 2021 - 2023
    Enhancing the Capability of the Global Policing Database
    Australian Federal Police
    Open grant
  • 2021 - 2023
    Enhancing the Capability of the Global Policing Database
    Australia and New Zealand Society of Evidence Based Policing Inc
    Open grant
  • 2021 - 2024
    AI-driven Effective Query Formulation for Better Systematic Reviews
    ARC Discovery Projects
    Open grant
  • 2021 - 2022
    Tribu: AI-based Ticketing System
    Innovation Connections
    Open grant
  • 2020 - 2025
    Enhanced data extraction and modelling from electronic medical records and phenotyping for clinical care, and research: Case studies in management of medication stewardship
    Digital Health CRC
    Open grant
  • 2020 - 2022
    AgAsk: A machine learning generated question-answering conversational agent for data-driven growing decisions.
    Grains Research & Development Corporation
    Open grant
  • 2019 - 2021
    Development of Explainable AI Techniques for Complex Disease Diagnosis using Genomics Data (SPARC grant led by Symbiosis International)
    Symbiosis International Deemed University
    Open grant
  • 2019 - 2022
    Collaborative Lab of Health Informatics with Neusoft
    Neusoft Research of Intelligent Healthcare Technology, Co Ltd
    Open grant
  • 2018 - 2021
    Searching when the stakes are high: better health decisions from Dr Google
    ARC Discovery Early Career Researcher Award
    Open grant
  • 2018 - 2022
    Searching for Better Health
    Google Inc
    Open grant

Supervision

Availability

Professor Guido Zuccon is:
Available for supervision

Before you email them, read our advice on how to contact a supervisor.

Supervision history

Current supervision

  • Doctor Philosophy

    Evidence-based Large Language Models as Health Information Mediators

    Principal Advisor

    Other advisors: Mr Anton Van Der Vegt

  • Doctor Philosophy

    Advanced Query Representation and Feedback Methods for Neural Information Retrieval

    Principal Advisor

  • Doctor Philosophy

    Large Language Models for Search

    Principal Advisor

  • Doctor Philosophy

    Data Mining on Many-to-Many Complex Relationships

    Principal Advisor

    Other advisors: Professor Xue Li

  • Doctor Philosophy

    Summarisation of Healthcare Information

    Principal Advisor

  • Doctor Philosophy

    AI-driven Effective Query Formulation for Better Systematic Reviews

    Principal Advisor

  • Doctor Philosophy

    AI-driven Effective Query Formulation for Better Systematic Reviews

    Principal Advisor

  • Doctor Philosophy

    Symptom Checkers, Search Engines and Conversational Agents for Online Health Information Seeking

    Principal Advisor

  • Doctor Philosophy

    Sample sub-group algorithm bias analysis for machine learning evaluation in the clinical domain

    Associate Advisor

    Other advisors: Professor Clair Sullivan, Dr Andrew Mallett, Mr Anton Van Der Vegt, Professor Emma McBryde

  • Doctor Philosophy

    Human-centered verification of language model outputs

    Associate Advisor

    Other advisors: Dr Joel Mackenzie, Professor Tim Miller

Completed supervision

Media

Enquiries

For media enquiries about Professor Guido Zuccon's areas of expertise, story ideas and help finding experts, contact our Media team:

communications@uq.edu.au