
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
Fields of research
Qualifications
- Doctor of Philosophy, University of Glasgow
Research interests
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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)
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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.
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
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
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.
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
Funding
Current funding
Supervision
Availability
- Professor Guido Zuccon is:
- Available for supervision
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Supervision history
Current supervision
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Doctor Philosophy
AgAsk: A question-answering conversational agent for data-driven growing decisions
Principal Advisor
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Doctor Philosophy
Evidence-based Large Language Models as Health Information Mediators
Principal Advisor
Other advisors: Mr Anton Van Der Vegt
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Doctor Philosophy
Automated Evaluation of Intelligent Conversational Agents
Principal Advisor
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Doctor Philosophy
Large Language Models for Search
Principal Advisor
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Doctor Philosophy
Large Language Models for Search
Principal Advisor
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Doctor Philosophy
Summarisation of Healthcare Information
Principal Advisor
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Doctor Philosophy
Data Mining on Many-to-Many Complex Relationships
Principal Advisor
Other advisors: Professor Xue Li
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Doctor Philosophy
Information Retrieval for Precision Medicine
Principal Advisor
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Doctor Philosophy
AI-driven Effective Query Formulation for Better Systematic Reviews
Principal Advisor
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Doctor Philosophy
AI-driven Effective Query Formulation for Better Systematic Reviews
Principal Advisor
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Doctor Philosophy
Data Mining on Many-to-Many Complex Relationships
Principal Advisor
Other advisors: Professor Xue Li
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Doctor Philosophy
AI-driven Effective Query Formulation for Better Systematic Reviews
Principal Advisor
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Doctor Philosophy
Human-centered verification of language model outputs
Associate Advisor
Other advisors: Dr Joel Mackenzie, Professor Tim Miller
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Doctor Philosophy
Exploring Facets of Model Generalizability on Out-of-Distribution Data
Associate Advisor
Other advisors: Associate Professor Mahsa Baktashmotlagh
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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
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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
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2023
Doctor Philosophy
Recommending Data Visualizations: Tackling Diversification and Data Quality Challenges
Principal Advisor
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2023
Doctor Philosophy
Teaching Pre-trained Language Models to Rank Effectively, Efficiently, and Robustly
Principal Advisor
Other advisors: Dr Joel Mackenzie
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2022
Doctor Philosophy
Electronic Health Record Representation for Similarity Computing
Principal Advisor
Other advisors: Professor Xue Li
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2020
Doctor Philosophy
Search Engines that Help People Make Better Health Decisions
Principal Advisor
Other advisors: Professor Gianluca Demartini
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2020
Doctor Philosophy
Minimal interaction Information Retrieval: A theoretical framework with applications in clinical decision support
Principal Advisor
Other advisors: Professor Xue Li
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2024
Doctor Philosophy
Exploring Facets of Model Generalizability on Out-of-Distribution Data
Associate Advisor
Other advisors: Associate Professor Mahsa Baktashmotlagh
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2024
Doctor Philosophy
A Study of Active Learning for Named Entity Recognition
Associate Advisor
Other advisors: Professor Gianluca Demartini
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Media
Enquiries
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