Australian Experiences of Algorithmic Culture on TikTok. This project is the first to systematically investigate how algorithmic content recommendation is shaping everyday Australian cultural experience over time, in the particular context of TikTok—the digital platform where Australians spend the most time online. The project provides critical evidence to support the government's ongoing policy initiatives intended to regulate the activities of digital platforms. Its methodological innovations ....Australian Experiences of Algorithmic Culture on TikTok. This project is the first to systematically investigate how algorithmic content recommendation is shaping everyday Australian cultural experience over time, in the particular context of TikTok—the digital platform where Australians spend the most time online. The project provides critical evidence to support the government's ongoing policy initiatives intended to regulate the activities of digital platforms. Its methodological innovations directly address the challenges of studying commercial platforms' recommender systems through a mixed-method research design combining computational and qualitative analysis, bridging universal and individual perspectives and introducing ‘citizen science’ approaches to the field of platform studies.Read moreRead less
Intelligent pattern recognition of water end uses enabling recommendations. This project aims to develop a hybrid machine learning method for autonomously disaggregating high- and low-resolution water flow data received from smart meters into discrete end-use events, and a customised recommender system for efficient resource demand management. Project novelty and significance relates to this coupling and autonomous disaggregation of datasets from advanced sensors, enabling more efficient utility ....Intelligent pattern recognition of water end uses enabling recommendations. This project aims to develop a hybrid machine learning method for autonomously disaggregating high- and low-resolution water flow data received from smart meters into discrete end-use events, and a customised recommender system for efficient resource demand management. Project novelty and significance relates to this coupling and autonomous disaggregation of datasets from advanced sensors, enabling more efficient utility services delivery and lower customer utility bills. Project benefits include enabling utilities to better manage and plan resources in the information age, while empowering customers with real-time water end-use data and behaviour changing consumption recommendations.Read moreRead less
Activating employment futures through work integration social enterprise. This project aims to understand how Australia can better include people experiencing disadvantage in employment. Social enterprises are increasingly recognised for creating work and pathways into work for those who are typically excluded. Yet, little is known about how they can scale their operations and effectively transition workers into mainstream jobs, and what can be learned from social enterprise in designing other i ....Activating employment futures through work integration social enterprise. This project aims to understand how Australia can better include people experiencing disadvantage in employment. Social enterprises are increasingly recognised for creating work and pathways into work for those who are typically excluded. Yet, little is known about how they can scale their operations and effectively transition workers into mainstream jobs, and what can be learned from social enterprise in designing other inclusive workplaces. Underpinned by a unique learning partnership, this project is expected to shed light on how decent and inclusive work through social enterprise can be grown. Project insights will contribute to more effective employment services and workplaces that increase the shared benefits of a diverse workforce.Read moreRead less
Discovering a ‘good read’: Pathways to reading for Australian teens. This project aims to support the school, library, and book industries to increase teenagers’ recreational reading. Matching the right book to the right reader is essential to increase young people’s motivation to read. Yet how cultural intermediaries should operate to best effect within the complex ecologies that shape young people’s text selection is unclear. The project expects to generate robust evidence on how teens discove ....Discovering a ‘good read’: Pathways to reading for Australian teens. This project aims to support the school, library, and book industries to increase teenagers’ recreational reading. Matching the right book to the right reader is essential to increase young people’s motivation to read. Yet how cultural intermediaries should operate to best effect within the complex ecologies that shape young people’s text selection is unclear. The project expects to generate robust evidence on how teens discover books and the cultural factors that influence their choices. Expected outcomes include strategies that libraries, schools, and the book industry can use to promote Australian content for young adults, and equip young people to participate more fully in the social and economic benefits of pleasure reading.Read moreRead less
Precision Pollination: Data-driven enhancements to boost crop yield. The project aims to transform industrial crop pollination from an intuitive domain to one where decisions are based on sound data and best-practice principles. It proposes to achieve this modernisation of global pollination practice by developing novel technologies to operate a three-stage loop: honeybee pollination monitoring, simulation-based forecasting, and management. This is intended to ensure that the capability of honey ....Precision Pollination: Data-driven enhancements to boost crop yield. The project aims to transform industrial crop pollination from an intuitive domain to one where decisions are based on sound data and best-practice principles. It proposes to achieve this modernisation of global pollination practice by developing novel technologies to operate a three-stage loop: honeybee pollination monitoring, simulation-based forecasting, and management. This is intended to ensure that the capability of honeybees to provide essential ecosystem services is informed by transferable, standardised data acquisition and management techniques that maintain bee health and maximise pollination. The anticipated outcomes are higher fruit yields and quality, and a beneficial step-change in industry productivity and profitability.Read moreRead less