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Found 3 matching student topics

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Conceptual modelling for data analytics

Conceptual modelling has been used to facilitate understanding and communication. However, traditional conceptual modelling techniques mainly focused on systems analysis and design, but how these techniques can be used to improve understandability of data analytics (as results of using of information systems) is not well understood.This research aims to use the representation theory and investigate how conceptual modelling can facilitate understanding data analytics.

Study level
Honours, Vacation research experience scheme
Faculty
Faculty of Science
School
School of Information Systems

Developing predictive models, methods and analytics for complex sports data

A 3-year strategic partnership on sports data science between the Centre for Data Science (CDS), the Australian Institute of Sport (AIS) and the Queensland Academy of Sport (QAS) was launched in the past few months. With a drive towards data informed decision making across the high performance sports network nationally, a number of collaborative, interdisciplinary research and scholarship opportunities ranging from VRES, to honours, masters and PhD have developed.

Study level
PhD, Master of Philosophy, Honours, Vacation research experience scheme
Faculty
Faculty of Science
School
School of Mathematical Sciences
Research centre(s)
Centre for Data Science

Human data interaction with big data visual analytics

Our research is seeking to answer the question: 'How can we support human interaction with big data?'We want to integrate the outstanding capabilities of humans in terms of visual information exploration with the enormous processing power of computers. These elements have the capacity to form a powerful knowledge discovery environment. This research will use datasets from the Queensland Government and the QUT Ecoacoustic research group over multiple years. Other big datasets, such as Amazon’s product review dataset, could also be …

Study level
PhD, Master of Philosophy, Honours, Vacation research experience scheme
Faculty
Faculty of Science
School
School of Computer Science

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