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
2018
Journal Article
Preface
Sadiq, Shazia, Pei, Jian and Manolopoulos, Yannis (2018). Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10827 LNCS, V-VI.
2018
Conference Publication
Enablers and inhibitors of effective use of big data: insights from a case study
Sejahtera, Feliks Prasepta, Wang, Wei, Indulska, Marta and Sadiq, Shazia (2018). Enablers and inhibitors of effective use of big data: insights from a case study. Pacific Asia Conference on Information Systems (PACIS 2018), Yokohama, Japan, 26-30 June 2018. Association for Information Systems.
2018
Journal Article
Preface
Sadiq, Shazia, Pei, Jian and Manolopoulos, Yannis (2018). Preface. Lecture Notes in Computer Science , 10828 LNCS, V-VI.
2018
Conference Publication
Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering
Abdi, Solmaz, Khosravi, Hassan and Sadiq, Shazia (2018). Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering. International Conference on Educational Data Mining, Buffalo, NY, United States, 15-18 July 2018. Educational Data Mining.
2017
Journal Article
Data quality - The role of empiricism
Sadiq, Shazia, Dasu, Tamraparni, Dong, Xin Luna, Freire, Juliana, Ilyas, Ihab F., Link, Sebastian, Miller, Renee J., Naumann, Felix, Zhou, Xiaofang and Srivastava, Divesh (2017). Data quality - The role of empiricism. Sigmod Record, 46 (4), 35-43. doi: 10.1145/3186549.3186559
2017
Journal Article
Open data: quality over quantity
Sadiq, Shazia and Indulska, Marta (2017). Open data: quality over quantity. International Journal of Information Management , 37 (3), 150-154. doi: 10.1016/j.ijinfomgt.2017.01.003
2017
Journal Article
ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation
Wang, Weiqing , Yin, Hongzhi , Chen, Ling , Sun, Yizhou , Sadiq, Shazia and Zhou, Xiaofang (2017). ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation. ACM Transactions on Intelligent Systems and Technology, 8 (3) 48, 48.1-48.25. doi: 10.1145/3011019
2017
Journal Article
Guidelines for business rule modeling decisions
Wei, Wang, Indulska, Marta and Sadiq, Shazia (2017). Guidelines for business rule modeling decisions. Journal of Computer Information Systems, 58 (4), 363-373. doi: 10.1080/08874417.2017.1285683
2017
Conference Publication
Business process model and business rule integration - Towards a decision framework
Wang, W., Sadiq, S. and Indulska, M. (2017). Business process model and business rule integration - Towards a decision framework. 28th International Conference on Advanced Information Systems Engineering, Ljubljana; Slovenia, 13 June 2016 through 17 June 2016. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen.
2017
Conference Publication
Jointly modeling heterogeneous temporal properties in location recommendation
Hosseini, Saeid, Yin, Hongzhi, Zhang, Meihui, Zhou, Xiaofang and Sadiq, Shazia (2017). Jointly modeling heterogeneous temporal properties in location recommendation. 22nd Internation Conference, DASFAA 2017, Suzhou, China, 27 - 30 March 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-55753-3_31
2017
Conference Publication
Effect of linked rules on business process model understanding
Wang, Wei, Indulska, Marta, Sadiq, Shazia and Weber, Barbara (2017). Effect of linked rules on business process model understanding. BPM 2017 International Conference on Business Process Management, Barcelona, Spain, 10-15 September, 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-65000-5_12
2017
Conference Publication
A performance study on large-scale data analytics using disk-based and in-memory database systems
Chao, Pingfu, He, Dan, Sadiq, Shazia, Zheng, Kai and Zhou, Xiaofang (2017). A performance study on large-scale data analytics using disk-based and in-memory database systems. 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, Jeju, South Korea, 13 - 16 February 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BIGCOMP.2017.7881706
2016
Journal Article
Joint modeling of user check-in behaviors for real-time point-of-interest recommendation
Yin, Hongzhi, Cui, Bin, Zhou, Xiaofang, Wang, Weiqing, Huang, Zi and Sadiq, Shazia (2016). Joint modeling of user check-in behaviors for real-time point-of-interest recommendation. ACM Transactions on Information Systems, 35 (2) 2873055, 1-44. doi: 10.1145/2873055
2016
Journal Article
A spatial-temporal topic model for the semantic annotation of POIs in LBSNs
He, Tieke, Yin, Hongzhi, Chen, Zhenyu, Zhou, Xiaofang, Sadiq, Shazia and Luo, Bin (2016). A spatial-temporal topic model for the semantic annotation of POIs in LBSNs. ACM Transactions on Intelligent Systems and Technology, 8 (1) 12, 1-24. doi: 10.1145/2905373
2016
Journal Article
Preface to BPM 2014
Weske, Mathias, Sadiq, Shazia, Soffer, Pnina and Voelzer, Hagen (2016). Preface to BPM 2014. Information Systems, 56, 233-234. doi: 10.1016/j.is.2015.09.006
2016
Journal Article
Compliance management ontology – a shared conceptualization for research and practice in compliance management
Abdullah, Norris Syed, Indulska, Marta and Sadiq, Shazia (2016). Compliance management ontology – a shared conceptualization for research and practice in compliance management. Information Systems Frontiers, 18 (5), 1-26. doi: 10.1007/s10796-016-9631-4
2016
Book Chapter
To integrate or not to integrate - the business rules question
Wang, Wei, Marta Indulska and Sadiq, Shazia (2016). To integrate or not to integrate - the business rules question. Advanced information systems engineering. (pp. 51-66) edited by Selmin Nurcan, Pnina Soffer, Marko Bajec and Johann Eder. Cham, Switzerland: Springer International. doi: 10.1007/978-3-319-39696-5_4
2016
Conference Publication
Exploiting hierarchies for efficient detection of completeness in stream data
Razniewski, Simon, Sadiq, Shazia and Zhou, Xiaofang (2016). Exploiting hierarchies for efficient detection of completeness in stream data. 27th Australasian Database Conference on Databases Theory and Applications, ADC 2016, Sydney, Australia, 28-29 September 2016. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-46922-5_33
2016
Conference Publication
SPORE: a sequential personalized spatial item recommender system
Wang, Weiqing, Yin, Hongzhi, Sadiq, Shazia, Chen, Ling, Xie, Min and Zhou, Xiaofang (2016). SPORE: a sequential personalized spatial item recommender system. IEEE International Conference on Data Engineering (ICDE), Helsinki, Finland, 16-20 May 2016. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/ICDE.2016.7498304
2016
Conference Publication
Cognitive efforts in using integrated models of business processes and rules
Wang, Wei, Indulska, Marta and Sadiq, Shazia (2016). Cognitive efforts in using integrated models of business processes and rules. CAiSE Forum, Ljubljana, Slovenia, 13-17 June 2016. Ljubljana, Slovenia: CEUR Workshop Proceedings.
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
Crowd Sourced Data Curation
Principal Advisor
Other advisors: Professor Marta Indulska, Associate 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, 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
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
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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
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, Associate 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, 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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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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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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