![Professor Shazia Sadiq](/sites/default/files/profiles/792.jpeg)
Overview
Background
Shazia Sadiq FTSE is a Professor of Computer Science at the School of Information Technology and Electrical Engineering, The University of Queensland. Her research focusses on responsible data management and aims to reduce the socio-technical barriers to data driven transformation, by assisting organisations to create, protect and sustain agile data pipelines. Her work has contributed to advancing knowledge on data quality management, scalable data curation and cleaning, and bias mitigation for advanced opaque analytical models and techniques, and process improvements for data-driven organisations. She is part of the Data Science discipline that has received the highest ranking for excellence in research for Australia in every round of ERA. She has published over 200 peer-reviewed publications and attracted over $10million in research funding from the Australian Research Council, industry and various national and international funding bodies. Shazia has been a devoted lecturer for two decades, and an advocate of learning analytics and AI in Education for improving personalized learning and equitable graduate outcomes. In 2012, she received an institutional award for teaching excellence and in 2016 she spearheaded the highly successful Master of Data Science program at UQ, that is helping overcome skill shortages in Queensland for qualified data scientists. Shazia is a Fellow of the Australian Academy of Technological Sciences and Engineering, immediate past chair of the National Committee on Information and Communication Sciences at the Australian Academy of Science 2019-2023, a member of The Australian Research Council College of Experts 2018-2021, and Centre Director for the ARC Industry Transformation Training Centre on Information Resilience 2020-2025.
Availability
- Professor Shazia Sadiq is:
- Available for supervision
- Media expert
Fields of research
Qualifications
- Bachelor of Science, Quaid-i-Azam University
- Masters (Coursework), Quaid-i-Azam University
- Masters (Coursework), Asian Institute of Technology Thailand
Research interests
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Data and Information Quality
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Database Mangement
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Business Process Management
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Conceptual Modelling
Works
Search Professor Shazia Sadiq’s works on UQ eSpace
2024
Journal Article
Large language models and generative AI in telehealth: a responsible use lens
Pool, Javad, Indulska, Marta and Sadiq, Shazia (2024). Large language models and generative AI in telehealth: a responsible use lens. Journal of the American Medical Informatics Association, 31 (9), 2125-2136. doi: 10.1093/jamia/ocae035
2024
Conference Publication
Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks
Wang, Zongwei, Yu, Junliang, Gao, Min, Yin, Hongzhi, Cui, Bin and Sadiq, Shazia (2024). Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks. New York, NY, USA: ACM. doi: 10.1145/3637528.3671795
2024
Conference Publication
Fairness without sensitive attributes via knowledge sharing
Ni, Hongliang, Han, Lei, Chen, Tong, Sadiq, Shazia and Demartini, Gianluca (2024). Fairness without sensitive attributes via knowledge sharing. 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro, Brazil, 3-6 June 2024. New York, NY, United States: ACM. doi: 10.1145/3630106.3659014
2024
Conference Publication
How good are LLMs in generating personalized advertisements?
Meguellati, Elyas, Han, Lei, Bernstein, Abraham, Sadiq, Shazia and Demartini, Gianluca (2024). How good are LLMs in generating personalized advertisements?. WWW '24: The ACM Web Conference 2024, Singapore, 13-17 May 2024. New York, United States: Association for Computing Machinery. doi: 10.1145/3589335.3651520
2024
Journal Article
Variational counterfactual prediction under runtime domain corruption
Wen, Hechuan, Chen, Tong, Chai, Li Kheng, Sadiq, Shazia, Gao, Junbin and Yin, Hongzhi (2024). Variational counterfactual prediction under runtime domain corruption. IEEE Transactions on Knowledge and Data Engineering, 36 (5) 10271745, 2271-2284. doi: 10.1109/tkde.2023.3321893
2024
Journal Article
Editorial: Special Issue on Human in the Loop Data Curation
Demartini, Gianluca, Sadiq, Shazia and Yang, Jie (2024). Editorial: Special Issue on Human in the Loop Data Curation. Journal of Data and Information Quality, 16 (1) 3, 1-2. doi: 10.1145/3650209
2024
Journal Article
On the impact of showing evidence from peers in crowdsourced truthfulness assessments
Xu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2024). On the impact of showing evidence from peers in crowdsourced truthfulness assessments. ACM Transactions on Information Systems, 42 (3) 87, 1-26. doi: 10.1145/3637872
2024
Conference Publication
Which legal requirements are relevant to a business process? Comparing AI-driven methods as expert aid
Sai, Catherine, Sadiq, Shazia, Han, Lei, Demartini, Gianluca and Rinderle-Ma, Stefanie (2024). Which legal requirements are relevant to a business process? Comparing AI-driven methods as expert aid. 18th International Conference, RCIS 2024, Guimarães, Portugal, 14-17 May 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-59465-6_11
2023
Conference Publication
Do process analysts care about the metadata of event logs?
Zhou, Hui, Zerbato, Francesca, Weber, Barbara, Indulska, Marta and Sadiq, Shazia (2023). Do process analysts care about the metadata of event logs?. Australasian Conference on Information Systems (ACIS) 2023, Wellington, New Zealand, 5 - 8 December 2023. Atlanta, GA United States: Association for Information Systems.
2023
Conference Publication
Exploring data workers’ behaviours in data quality discovery
Chen, Tianwa, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2023). Exploring data workers’ behaviours in data quality discovery. Australasian Conferences on Information Systems 2023, Wellington, New Zealand, 5-8 December 2023. Atlanta, GA USA: Association for Information Systems.
2023
Conference Publication
To predict or to reject: causal effect estimation with uncertainty on networked data
Wen, Hechuan, Chen, Tong, Chai, Li Kheng, Sadiq, Shazia, Zheng, Kai and Yin, Hongzhi (2023). To predict or to reject: causal effect estimation with uncertainty on networked data. 23rd IEEE International Conference on Data Mining (IEEE ICDM), Shanghai, China, 1 - 4 December 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icdm58522.2023.00184
2023
Journal Article
Impact of AI assistance on student agency
Darvishi, Ali, Khosravi, Hassan, Sadiq, Shazia, Gašević, Dragan and Siemens, George (2023). Impact of AI assistance on student agency. Computers & Education, 210 104967, 104967. doi: 10.1016/j.compedu.2023.104967
2023
Journal Article
A data-driven analysis of behaviors in data curation processes
Han, Lei, Chen, Tianwa, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2023). A data-driven analysis of behaviors in data curation processes. ACM Transactions on Information Systems, 41 (3) 72, 1-35. doi: 10.1145/3567419
2023
Conference Publication
DEI Perspectives in Information Technology Education
Sadiq, Shazia (2023). DEI Perspectives in Information Technology Education. SIGMOD/PODS '23: International Conference on Management of Data, Seattle, WA United States, 18 - 23 June 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3555041.3591053
2023
Journal Article
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report
Amer-Yahia, Sihem, Agrawal, Divyakant, Amsterdamer, Yael, Bhowmick, Sourav S., Bonifati, Angela, Borovica-Gajic, Renata, Camacho-Rodriguez, Jesus, Catania, Barbara, Chrysanthis, Panos K., Curino, Carlo, Darmont, Jerome, Dobbie, Gillian, El Abbadi, Amr, Floratou, Avrilia, Freire, Juliana, Jindal, Alekh, Kalogeraki, Vana, Maiyya, Sujaya, Meliou, Alexandra, Mohanty, Madhulika, Omidvar-Tehrani, Behrooz, Ozcan, Fatma, Peterfreund, Liat, Rahayu, Wenny, Sadiq, Shazia, Sellami, Sana, Sirin, Utku, Tan, Wang-Chiew, Thuraisingham, Bhavani ... Zhang, Meihui (2023). Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. Sigmod Record, 52 (2), 38-42.
2023
Journal Article
Integrating design thinking and agile approaches in analytics development: the case of Aginic
Brea, Edgar, Someh, Ida, Freya, Emma, Thebault, Brett and Sadiq, Shazia (2023). Integrating design thinking and agile approaches in analytics development: the case of Aginic. Journal of Information Technology Teaching Cases. doi: 10.1177/20438869231178035
2023
Conference Publication
Human-in-the-loop regular expression extraction for single column format inconsistency
Yu, Shaochen, Han, Lei, Indulska, Marta, Sadiq, Shazia and Demartini, Gianluca (2023). Human-in-the-loop regular expression extraction for single column format inconsistency. WWW '23: ACM Web Conference 2023, Austin, TX, United States, 30 April - 4 May 2023. New York, NY, United States: ACM. doi: 10.1145/3543507.3583515
2023
Journal Article
The biggest business process management problems to solve before we die
Beerepoot, Iris, Di Ciccio, Claudio, Reijers, Hajo A., Rinderle-Ma, Stefanie, Bandara, Wasana, Burattin, Andrea, Calvanese, Diego, Chen, Tianwa, Cohen, Izack, Depaire, Benoît, Di Federico, Gemma, Dumas, Marlon, van Dun, Christopher, Fehrer, Tobias, Fischer, Dominik A., Gal, Avigdor, Indulska, Marta, Isahagian, Vatche, Klinkmüller, Christopher, Kratsch, Wolfgang, Leopold, Henrik, Van Looy, Amy, Lopez, Hugo, Lukumbuzya, Sanja, Mendling, Jan, Meyers, Lara, Moder, Linda, Montali, Marco, Muthusamy, Vinod ... Zerbato, Francesca (2023). The biggest business process management problems to solve before we die. Computers in Industry, 146 103837, 1-14. doi: 10.1016/j.compind.2022.103837
2023
Journal Article
On the role of human and machine metadata in relevance judgment tasks
Xu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2023). On the role of human and machine metadata in relevance judgment tasks. Information Processing and Management, 60 (2) 103177, 1-14. doi: 10.1016/j.ipm.2022.103177
2023
Journal Article
Empowering learners for the age of artificial intelligence
Gašević, Dragan, Siemens, George and Sadiq, Shazia (2023). Empowering learners for the age of artificial intelligence. Computers and Education: Artificial Intelligence, 4 100130, 100130. doi: 10.1016/j.caeai.2023.100130
Funding
Current funding
Supervision
Availability
- Professor Shazia Sadiq is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Supervision history
Current supervision
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Doctor Philosophy
A Process Oriented Approach to Value Creation from Data Products
Principal Advisor
Other advisors: Professor Marta Indulska, Dr Ida Asadi Someh
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Doctor Philosophy
Critical Success Factors in Data Driven Value Creation
Principal Advisor
Other advisors: Professor Marta Indulska, Associate Professor Gianluca Demartini
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Doctor Philosophy
Crowd Sourced Data Curation
Principal Advisor
Other advisors: Professor Marta Indulska, Associate Professor Gianluca Demartini
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Doctor Philosophy
Bias Mitigation in Human in the Loop Decision Systems
Associate Advisor
Other advisors: Associate Professor Gianluca Demartini
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Doctor Philosophy
Coordinating for Innovation in Ecosystems: A Sensemaking Perspective
Associate Advisor
Other advisors: Professor Andrew Burton-Jones
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Doctor Philosophy
Value Measurement of Data Products
Associate Advisor
Other advisors: Dr Rocky Chen
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Doctor Philosophy
Customer Data Stories
Associate Advisor
Other advisors: Associate Professor Gianluca Demartini
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Doctor Philosophy
Expanding Data Sets to Allow Improved Critical Care for Children - Outpatient Risk Prediction
Associate Advisor
Other advisors: Associate Professor Adam Irwin, Associate Professor Sen Wang
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Doctor Philosophy
On-demand Dataset Builder
Associate Advisor
Other advisors: Professor Wojtek Tomaszewski, Dr Hassan Khosravi
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Doctor Philosophy
Causal Analysis for Decision Support in Public Health
Associate Advisor
Other advisors: Professor Hongzhi Yin, Dr Rocky Chen
Completed supervision
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2021
Master Philosophy
Integrated Information Risk Management Framework
Principal Advisor
Other advisors: Professor Marta Indulska
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2021
Master Philosophy
An exploration of data quality awareness and impacts in healthcare
Principal Advisor
Other advisors: Professor Marta Indulska
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2020
Doctor Philosophy
DEVELOPING A FRAMEWORK OF EFFECTIVE USE OF BIG DATA
Principal Advisor
Other advisors: Professor Marta Indulska
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2017
Doctor Philosophy
Integrated Modeling of Business Processes and Business Rules
Principal Advisor
Other advisors: Professor Marta Indulska
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2016
Doctor Philosophy
Effect of Using Domain Ontologies to Facilitate Shared Understanding and Cross-Understanding in Groups
Principal Advisor
Other advisors: Professor Marta Indulska
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2016
Doctor Philosophy
A PATTERN BASED APPROACH FOR DATA QUALITY REQUIREMENTS MODELLING
Principal Advisor
Other advisors: Professor Marta Indulska
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2016
Master Philosophy
A Data-Driven Approach for Discovery of Data Quality Requirements
Principal Advisor
Other advisors: Professor Marta Indulska
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2015
Doctor Philosophy
A Framework for Socialisation of Work Practice for Improving Business Process Performance
Principal Advisor
Other advisors: Professor Xue Li
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2013
Doctor Philosophy
COMPLIANCE MANAGEMENT ONTOLOGY: ENABLING SHARED UNDERSTANDING IN COMPLIANCE PRACTICE
Principal Advisor
Other advisors: Professor Marta Indulska
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2013
Doctor Philosophy
A Framework for Investigating, Analysing and Recommending eLearning Experience
Principal Advisor
Other advisors: Professor Xue Li
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2012
Doctor Philosophy
Customizing activity behaviour for flexible business process execution
Principal Advisor
Other advisors: Professor Xue Li
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2009
Doctor Philosophy
An Ontology Server for Ontology-based Interoperation of Information Systems
Principal Advisor
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2009
Doctor Philosophy
Framework for Personalized eLearning based on Pedagogical Dependencies
Principal Advisor
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2008
Doctor Philosophy
Design Considerations for Query Dissemination in Wireless Sensor Networks
Principal Advisor
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2008
Doctor Philosophy
On Optimal Path Computations in Intensive Messaging Environments
Principal Advisor
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2024
Doctor Philosophy
Recommending Insightful Actions in Learning Analytics Dashboards
Associate Advisor
Other advisors: Professor Marta Indulska, Dr Hassan Khosravi
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2024
Doctor Philosophy
Automating Expertise in Identifying Structured Data Quality Issues: From Experts, Through Novices, to Machines
Associate Advisor
Other advisors: Professor Marta Indulska, Associate Professor Gianluca Demartini
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2024
Doctor Philosophy
On the Role of Human and Machine Metadata in Crowdsourced Data Annotation
Associate Advisor
Other advisors: Professor Marta Indulska, Associate Professor Gianluca Demartini
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2023
Doctor Philosophy
Improving the Work Environment and Data Quality in Micro-Task Crowdsourcing
Associate Advisor
Other advisors: Associate Professor Gianluca Demartini
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2023
Doctor Philosophy
AI and Learning Analytics to Improve Peer Review and Feedback in Learnersourcing
Associate Advisor
Other advisors: Dr Hassan Khosravi
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2022
Doctor Philosophy
Learner Models for Learnersourced Adaptive Educational Systems
Associate Advisor
Other advisors: Dr Hassan Khosravi
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2021
Doctor Philosophy
Intelligence Behind Annotations: A Study of Understanding Interaction Behavior when the Human is in the Loop
Associate Advisor
Other advisors: Associate Professor Gianluca Demartini
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2020
Master Philosophy
Advanced Machine Learning Algorithms for Discrete Datasets
Associate Advisor
Other advisors: Professor Hongzhi Yin
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2018
Doctor Philosophy
Large-scale Content Management and Retrieval for Social Media
Associate Advisor
Other advisors: Professor Helen Huang
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2017
Doctor Philosophy
POINT OF INTERESTS RECOMMENDATION IN LOCATION-BASED SOCIAL NETWORKS
Associate Advisor
Other advisors: Professor Hongzhi Yin
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2017
Master Philosophy
SQL Extensions for Domain Agnostic Data Representational Consistency
Associate Advisor
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2016
Doctor Philosophy
SharkDB: An In-Memory Storage System for Large Scale Trajectory Data Management
Associate Advisor
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2015
Doctor Philosophy
Quality-Aware Trajectory Processing Using Significant Locations
Associate Advisor
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2007
Doctor Philosophy
Business Process Enforcement Using Harmonized Messaging Technology
Associate Advisor
Media
Enquiries
Contact Professor Shazia Sadiq directly for media enquiries about:
- Business process management - and IT
- Data quality management
- Databases
- Governance - IT
- Information systems
- Information technology
- IT - risk and compliance
- Risk and compliance - IT
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