Biochemical text mining for advancing chemical and pharmaceutical knowledge. The project aims to develop novel natural language processing methods to find, extract and structure complex chemical reaction information in scientific literature. The project addresses a recognised bottleneck to efficiency in the drug discovery process, by enabling biochemical research results to be turned into actionable information. This has the potential to inform and accelerate development of effective drug treatm ....Biochemical text mining for advancing chemical and pharmaceutical knowledge. The project aims to develop novel natural language processing methods to find, extract and structure complex chemical reaction information in scientific literature. The project addresses a recognised bottleneck to efficiency in the drug discovery process, by enabling biochemical research results to be turned into actionable information. This has the potential to inform and accelerate development of effective drug treatments through the linking of relevant biochemical information. By delivering new methods that improve the compilation of knowledge about chemicals and drugs from textual information resources, the project hopes to enable faster drug discovery.Read moreRead less
Personalised topic modelling and sentiment analysis for enhanced information discovery over document streams. This project will develop personalised information discovery, navigation and management systems of online content for the creative industries, e.g. to help advertising agencies understand market trends, and enable designers to discover and analyse information relating to new product concepts.
AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across user ....AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across users of all backgrounds, generalisation from small amounts of curated data, and dynamic interaction with the help-seeker. The project will help deliver legal assistance to some of the most vulnerable members of Australian society, and reinforce Australia's position as a world leader in AI for Law.Read moreRead less
Spoken conversational search: contextual interactive techniques to support effective information search over a speech-only communication channel. This project will develop new techniques for effective information search using speech only, supporting improved information access for visually impaired people or in situations that require focused visual attention (e.g. driving). The techniques are based on a conversational approach to information search and presentation of results.
Talking about place: tapping human knowledge to enrich national spatial data sets. Place descriptions are a common way for people to describe a location, but no current tools are smart enough to understand them. Emergency call centres are risking lives, users of navigation or web services are frustrated and addressing these problems costs billions of dollars per year. This project comes with a novel, interdisciplinary approach to automatically interpret human place descriptions and will develop ....Talking about place: tapping human knowledge to enrich national spatial data sets. Place descriptions are a common way for people to describe a location, but no current tools are smart enough to understand them. Emergency call centres are risking lives, users of navigation or web services are frustrated and addressing these problems costs billions of dollars per year. This project comes with a novel, interdisciplinary approach to automatically interpret human place descriptions and will develop novel methods to capture placenames with their meaning for smarter databases and automatic interpretation procedures. This acquired knowledge will be an important step forward for Australia's data custodians and users. Australia's location information industry will gain a significant advantage on a highly competitive global market.Read moreRead less
Speaking Greek in diaspora: language contact, survival, and maintenance. Australia is a highly multilingual and multicultural country, speaking several hundred different indigenous and immigrant languages across the nation. Greek is the second largest language spoken in Australia (the second largest country of Greek diaspora in the world). A systematic investigation of the Greek language spoken in Australia by various generations, and its comparison with Greek as spoken in critical locations in ....Speaking Greek in diaspora: language contact, survival, and maintenance. Australia is a highly multilingual and multicultural country, speaking several hundred different indigenous and immigrant languages across the nation. Greek is the second largest language spoken in Australia (the second largest country of Greek diaspora in the world). A systematic investigation of the Greek language spoken in Australia by various generations, and its comparison with Greek as spoken in critical locations in South America, will enhance cross-cultural understanding and communication within Australia and world-wide. The project will fortify the scientific and economic links with the European community already established by the National Centre for Hellenic Studies and Research, in terms of social and economic benefit.Read moreRead less
An Australian storm wave damage and beach erosion early warning system. This project aims to develop a new coastal hazard early-warning system capability for Australia, to alert coastal communities, emergency managers and coastal engineers to impending storm wave damage and coastal erosion. Emergency preparedness informed by early warning is expected to significantly benefit vulnerable communities and infrastructure along Australia’s coasts.
Fish Jenga: metapopulation management for coastal river fish. This project aims to address the escalating threats to coastal freshwater fish from drought, fire, and other disturbances. The project expects to generate new knowledge on contemporary distributions of NSW coastal freshwater fishes, and will develop models of population dynamics to explore the consequences of alternative water management and disturbance scenarios. The expected outcome of the project is to revolutionise management by r ....Fish Jenga: metapopulation management for coastal river fish. This project aims to address the escalating threats to coastal freshwater fish from drought, fire, and other disturbances. The project expects to generate new knowledge on contemporary distributions of NSW coastal freshwater fishes, and will develop models of population dynamics to explore the consequences of alternative water management and disturbance scenarios. The expected outcome of the project is to revolutionise management by replacing the current practice of managing river basins separately, with a framework that accounts for among-basin linkages that are essential for the long-term persistence of fish populations. Significant benefits include more efficient use of water resources and improved conservation outcomes for native fish.Read moreRead less
Understanding the Drafting-against-Untwisting Process for Engineering Fine and Soft Yarns of Low Hairiness. This research will lead to much improved understanding of a very novel yarn engineering process to achieve fine, soft and low-hairiness yarns from natural fibres. It will demonstrate that Australia not only provides quality wool and cotton fibres, but also leads the world in innovative textile engineering technologies that can enhance the competitive positions of its natural fibres in the ....Understanding the Drafting-against-Untwisting Process for Engineering Fine and Soft Yarns of Low Hairiness. This research will lead to much improved understanding of a very novel yarn engineering process to achieve fine, soft and low-hairiness yarns from natural fibres. It will demonstrate that Australia not only provides quality wool and cotton fibres, but also leads the world in innovative textile engineering technologies that can enhance the competitive positions of its natural fibres in the global fibre market. This research promotes value adding in Australian fibre products by developing advanced yarn engineering technology, which will be of significant national benefit to the multi-billion natural fibre industries in Australia.Read moreRead less
Snails to the rescue! Conservation of Australia’s island invertebrates. This project aims to deliver an exemplar industry network model for conservation on Australia’s islands which are hotspots both of biodiversity and of extinctions. Protecting species on islands is therefore key to securing Australia’s biodiversity. We will secure Norfolk Island's 60 species of land snails via in situ and ex situ conservation with six key industry partners. The project expects to unite conservation actions ac ....Snails to the rescue! Conservation of Australia’s island invertebrates. This project aims to deliver an exemplar industry network model for conservation on Australia’s islands which are hotspots both of biodiversity and of extinctions. Protecting species on islands is therefore key to securing Australia’s biodiversity. We will secure Norfolk Island's 60 species of land snails via in situ and ex situ conservation with six key industry partners. The project expects to unite conservation actions across research, governments, and industry. Expected outcomes of this project include Norfolk Island emerging as a leader in global conservation. This should provide significant benefits such as a model for conservation that is applicable to thousands of isolated, range-restricted invertebrate species across Australia.Read moreRead less