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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

161 - 180 of 207 works

2016

Conference Publication

Generalizing translation models in the probabilistic relevance framework

Rekabsaz, Navid, Lupu, Mihai, Hanbury, Allan and Zuccon, Guido (2016). Generalizing translation models in the probabilistic relevance framework. 25th ACM International on Conference on Information and Knowledge Management, Indianapolis, IN, United States, 24-28 October 2016 . New York, NY, United States: ACM Press. doi: 10.1145/2983323.2983833

Generalizing translation models in the probabilistic relevance framework

2016

Conference Publication

Assessors Agreement: A Case Study Across Assessor Type, Payment Levels, Query Variations and Relevance Dimensions

Palotti, Joao, Zuccon, Guido, Bernhardt, Johannes, Hanbury, Allan and Goeuriot, Lorraine (2016). Assessors Agreement: A Case Study Across Assessor Type, Payment Levels, Query Variations and Relevance Dimensions. 7th International Conference of the CLEF Association (CLEF 2016), Evora, Portugal, 5-8 September 2016. Heidelberg, Germany: Springer International Publishing. doi: 10.1007/978-3-319-44564-9_4

Assessors Agreement: A Case Study Across Assessor Type, Payment Levels, Query Variations and Relevance Dimensions

2015

Conference Publication

Building and using models of information seeking, search and retrieval: full day tutorial

Azzopardi, Leif and Zuccon, Guido (2015). Building and using models of information seeking, search and retrieval: full day tutorial. 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, 09 - 13 August 2015 . New York, NY, United States: ACM Press. doi: 10.1145/2766462.2767874

Building and using models of information seeking, search and retrieval: full day tutorial

2015

Conference Publication

A signature approach to patent classification

Seneviratne, Dilesha, Geva, Shlomo, Zuccon, Guido, Ferraro, Gabriela, Chappell, Timothy and Meireles, Magali (2015). A signature approach to patent classification. 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, 2-4 December 2015. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-28940-3_35

A signature approach to patent classification

2015

Conference Publication

Diagnose this if you can

Zuccon, Guido, Koopman, Bevan and Palotti, João (2015). Diagnose this if you can. 37th European Conference on IR Research, Vienna, Austria, 29 March-2 April 2015. Cham: Springer International Publishing. doi: 10.1007/978-3-319-16354-3_62

Diagnose this if you can

2015

Conference Publication

Approximate nearest-neighbour search with inverted signature slice lists

Chappell, Timothy, Geva, Shlomo and Zuccon, Guido (2015). Approximate nearest-neighbour search with inverted signature slice lists. 7th European Conference on IR Research, Vienna, Austria, 29 March-2 April 2015. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-319-16354-3_16

Approximate nearest-neighbour search with inverted signature slice lists

2015

Conference Publication

Overview of the CLEF eHealth evaluation lab 2015

Goeuriot, Lorraine, Kelly, Liadh, Suominen, Hanna, Hanlen, Leif, Névéol, Aurélie, Grouin, Cyril, Palotti, João and Zuccon, Guido (2015). Overview of the CLEF eHealth evaluation lab 2015. 6th International Conference of the CLEF Association, Toulouse, France, 8-11 September 2015. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-319-24027-5_44

Overview of the CLEF eHealth evaluation lab 2015

2015

Conference Publication

Oyster: a tool for fine-grained ontological annotations in free-text

Tayebikhorami, Hamed, Metke-Jimenez, Alejandro, Nguyen, Anthony and Zuccon, Guido (2015). Oyster: a tool for fine-grained ontological annotations in free-text. 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, 2-4 December 2015. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-28940-3_39

Oyster: a tool for fine-grained ontological annotations in free-text

2015

Conference Publication

An analysis of theories of search and search behavior

Azzopardi, Leif and Zuccon, Guido (2015). An analysis of theories of search and search behavior. Proceedings of the 2015 International Conference on The Theory of Information Retrieval, Northampton, MA, USA, 27-30 September. New York, NY, USA: ACM Press. doi: 10.1145/2808194.2809447

An analysis of theories of search and search behavior

2014

Conference Publication

Preface

Culpepper, J. Shane, Park, Laurence and Zuccon, Guido (2014). Preface. ADCS '14: Australasian Document Computing Symposium, Melbourne, Australia, 27-28 November 2014. New York, United States: Association for Computing Machinery. doi: 10.1016/S2212-5671(14)00870-3

Preface

2014

Journal Article

Automatic query expansion: a structural linguistic perspective

Symonds, Michael, Bruza, Peter, Zuccon, Guido, Koopman, Bevan, Sitbon, Laurianne and Turner, Ian (2014). Automatic query expansion: a structural linguistic perspective. Journal of the Association for Information Science and Technology, 65 (8), 1577-1596. doi: 10.1002/asi.23065

Automatic query expansion: a structural linguistic perspective

2014

Conference Publication

Exploiting inference from semantic annotations for information retrieval : reflections from medical IR

Zuccon, Guido, Koopman, Bevan and Bruza, Peter (2014). Exploiting inference from semantic annotations for information retrieval : reflections from medical IR. 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, Shanghai, China, 7 November 2014. New York, NY, United States: ACM Press. doi: 10.1145/2663712.2666197

Exploiting inference from semantic annotations for information retrieval : reflections from medical IR

2014

Conference Publication

Overview of the ShARe/CLEF eHealth evaluation lab 2014

Kelly, Liadh, Goeuriot, Lorraine, Suominen, Hanna, Schreck, Tobias, Leroy, Gondy, Mowery, Danielle L., Velupillai, Sumithra, Chapman, Wendy W., Martinez, David, Zuccon, Guido and Palotti, João (2014). Overview of the ShARe/CLEF eHealth evaluation lab 2014. 5th International Conference of the CLEF Initiative, Sheffield, United Kigndom, 15-18 September. Cham: Springer International Publishing. doi: 10.1007/978-3-319-11382-1_17

Overview of the ShARe/CLEF eHealth evaluation lab 2014

2014

Conference Publication

Document timespan normalisation and understanding temporality for clinical records search

Koopman, Bevan and Zuccon, Guido (2014). Document timespan normalisation and understanding temporality for clinical records search. 19th Australasian Document Computing Symposium, ADCS 2014, Melbourne, Australia, 27-28 November 2014. New York, NY, United States: ACM Press. doi: 10.1145/2682862.2682879

Document timespan normalisation and understanding temporality for clinical records search

2014

Conference Publication

Combining Word Semantics within Complex Hilbert Space for Information Retrieval

Wittek, Peter, Koopman, Bevan, Zuccon, Guido and Darányi, Sándor (2014). Combining Word Semantics within Complex Hilbert Space for Information Retrieval. 7th International Conference on Quantum Interaction, QI 2013, Leicester, United Kingdom, 25-27 July 2013. Berlin, Heidelberg: Springer. doi: 10.1007/978-3-642-54943-4_14

Combining Word Semantics within Complex Hilbert Space for Information Retrieval

2013

Conference Publication

Chairs' Preface

Sitbon, Laurianne, Culpepper, Shane and Zuccon, Guido (2013). Chairs' Preface. ADCS '13: The Australasian Document Computing Symposium, Brisbane, QLD, Australia, 5-6 December 2013. New York, United States: Association for Computing Machinery.

Chairs' Preface

2013

Journal Article

Document ranking with quantum probabilities

Zuccon, Guido (2013). Document ranking with quantum probabilities. ACM SIGIR Forum, 47 (1), 69-70. doi: 10.1145/2492189.2492206

Document ranking with quantum probabilities

2013

Journal Article

Crowdsourcing interactions: using crowdsourcing for evaluating interactive information retrieval systems

Zuccon, Guido, Leelanupab, Teerapong, Whiting, Stewart, Yilmaz, Emine, Jose, Joemon M. and Azzopardi, Leif (2013). Crowdsourcing interactions: using crowdsourcing for evaluating interactive information retrieval systems. Information Retrieval, 16 (2), 267-305. doi: 10.1007/s10791-012-9206-z

Crowdsourcing interactions: using crowdsourcing for evaluating interactive information retrieval systems

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

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

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Supervision history

Current supervision

  • Doctor Philosophy

    AgAsk: A question-answering conversational agent for data-driven growing decisions

    Principal Advisor

  • Doctor Philosophy

    Evidence-based Large Language Models as Health Information Mediators

    Principal Advisor

    Other advisors: Mr Anton Van Der Vegt

  • Doctor Philosophy

    Automated Evaluation of Intelligent Conversational Agents

    Principal Advisor

  • Doctor Philosophy

    Large Language Models for Search

    Principal Advisor

  • Doctor Philosophy

    Large Language Models for Search

    Principal Advisor

  • Doctor Philosophy

    Summarisation of Healthcare Information

    Principal Advisor

  • Doctor Philosophy

    Data Mining on Many-to-Many Complex Relationships

    Principal Advisor

    Other advisors: Professor Xue Li

  • Doctor Philosophy

    Information Retrieval for Precision Medicine

    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

    Data Mining on Many-to-Many Complex Relationships

    Principal Advisor

    Other advisors: Professor Xue Li

  • Doctor Philosophy

    AI-driven Effective Query Formulation for Better Systematic Reviews

    Principal Advisor

  • Doctor Philosophy

    Human-centered verification of language model outputs

    Associate Advisor

    Other advisors: Dr Joel Mackenzie, Professor Tim Miller

  • Doctor Philosophy

    Exploring Facets of Model Generalizability on Out-of-Distribution Data

    Associate Advisor

    Other advisors: Associate Professor Mahsa Baktashmotlagh

  • 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

    Development of small animal emergency medicine clinical recommender systems to improve veterinary clinical decision-making and care

    Associate Advisor

    Other advisors: Professor Ricardo Soares Magalhaes

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