
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
2000
Conference Publication
On business process model transformations
Sadiq, S. W. and Orlowska, M. E. (2000). On business process model transformations. 19th International Conference on Conceptual Modeling ER 2000, Salt Lake City, 9-12 October 2000. Germany: Springer.
2000
Journal Article
Analyzing process models using graph reduction techniques
Sadiq, W. and Orlowska, M. E. (2000). Analyzing process models using graph reduction techniques. Information Systems, 25 (2), 117-134. doi: 10.1016/S0306-4379(00)00012-0
1999
Conference Publication
On capturing process requirements of workflow based business information systems
Sadiq, S. W. and Orlowska, M. E. (1999). On capturing process requirements of workflow based business information systems. BIS'99, Poznan, Poland, 14-16 April 1999. London: Springer Verlag.
1999
Conference Publication
Architectural considerations for systems supporting dynamic workflow modifications
Sadiq, S. and Orlowska, M. E. (1999). Architectural considerations for systems supporting dynamic workflow modifications. SABPM'99, Heidleberg, Germany, 14-15 June 1999. Karlsruhe, Germany: AIFB, Univ. of Karlsruhe.
1999
Conference Publication
Workflows in dynamic environments: Can they be managed?
Sadiq, S. (1999). Workflows in dynamic environments: Can they be managed?. CODAS'99, Wollongong, NSW, 27-28 March, 1999. Singapore: Springer.
1999
Conference Publication
Applying graph reduction techniques for identifying structural conflicts in process models
Sadiq, S. and Orlowska, M. E. (1999). Applying graph reduction techniques for identifying structural conflicts in process models. CAiSE'99, Heidelberg, Germany, 14-18 June 1999. Berlin: Springer. doi: 10.1007/3-540-48738-7_15
Funding
Current funding
Supervision
Availability
- Professor Shazia Sadiq is:
- Available for supervision
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Supervision history
Current supervision
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Doctor Philosophy
Sensemaking in Multi-artefact Information Tasks
Principal Advisor
Other advisors: Professor Marta Indulska, Professor Gianluca Demartini
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Doctor Philosophy
Critical Success Factors in Data Driven Value Creation
Principal Advisor
Other advisors: Professor Marta Indulska, Professor Gianluca Demartini
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Doctor Philosophy
Critical Success Factors in Data Driven Value Creation
Principal Advisor
Other advisors: Professor Marta Indulska, Professor Gianluca Demartini
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Doctor Philosophy
Crowd Sourced Data Curation
Principal Advisor
Other advisors: Professor Marta Indulska, Professor Gianluca Demartini
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Doctor Philosophy
Critical Success Factors in Data Driven Value Creation
Principal Advisor
Other advisors: Professor Marta Indulska, Professor Gianluca Demartini
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Doctor Philosophy
A Process Oriented Approach to Value Creation from Data Products
Principal Advisor
Other advisors: Professor Marta Indulska, Associate Professor Ida Asadi Someh
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Doctor Philosophy
Sensemaking in Multi-artefact Information Tasks
Principal Advisor
Other advisors: Professor Marta Indulska, 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: 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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Master Philosophy
Privacy-Preserving Data Governance Framework for Generative AI: Ensuring Ethical Use and Protection of Sensitive Information
Associate Advisor
Other advisors: Associate Professor Ida Asadi Someh, Professor Marta Indulska
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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
Coordinating for Innovation in Ecosystems: A Sensemaking Perspective
Associate Advisor
Other advisors: Professor Andrew Burton-Jones
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Doctor Philosophy
Bias Mitigation in Human in the Loop Decision Systems
Associate Advisor
Other advisors: Professor Gianluca Demartini
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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
On the Role of Human and Machine Metadata in Crowdsourced Data Annotation
Associate Advisor
Other advisors: Professor Marta Indulska, Professor Gianluca Demartini
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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, 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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2023
Doctor Philosophy
Improving the Work Environment and Data Quality in Micro-Task Crowdsourcing
Associate Advisor
Other advisors: Professor Gianluca Demartini
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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: 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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