New Graph Mining Technologies to Enable Timely Exploration of Social Events. This project aims to develop scalable and effective graph mining techniques for the timely exploration of social events that are the hottest happenings in online information networks. The research will primarily exploit the complex network structures and non-structural properties of streaming social data to report what is happening in a timely fashion. This project will lay the theoretical foundations of this emerging f ....New Graph Mining Technologies to Enable Timely Exploration of Social Events. This project aims to develop scalable and effective graph mining techniques for the timely exploration of social events that are the hottest happenings in online information networks. The research will primarily exploit the complex network structures and non-structural properties of streaming social data to report what is happening in a timely fashion. This project will lay the theoretical foundations of this emerging field to strengthen Australia’s world leadership role in data science. Practically, the novel theories and data analytics technologies developed will benefit the Australian economy and society by monitoring emergencies, tracking prevailing sentiments, and spotting investment opportunities through timely event responses.Read moreRead less
Indexing Large Video Databases to Support Efficient Query Processing. This project aims to develop breakthrough database technology that leverages the advances in video data capturing, computer vision based object recognition, multimedia tagging, large scale database systems and parallel processing, to provide the capability of managing massive video data with enriched semantic information and enabling database-like flexible and efficient video information search. It is expected to establish a n ....Indexing Large Video Databases to Support Efficient Query Processing. This project aims to develop breakthrough database technology that leverages the advances in video data capturing, computer vision based object recognition, multimedia tagging, large scale database systems and parallel processing, to provide the capability of managing massive video data with enriched semantic information and enabling database-like flexible and efficient video information search. It is expected to establish a new data management and processing foundation for big video data analytics.Read moreRead less
3D Diffusion Models for Generating and Understanding 3D Scenes. Diffusion models, such as DALL-E2 and Imagen, have achieved remarkable success in generating photorealistic images and hold promise to solve long-standing computer vision problems. However, 3D scene generation remains unexplored. This research project aims to bridge the gap by developing 3D diffusion models capable of generating complete 3D scenes. This will advance our theoretical understanding of diffusion in complex 3D environmen ....3D Diffusion Models for Generating and Understanding 3D Scenes. Diffusion models, such as DALL-E2 and Imagen, have achieved remarkable success in generating photorealistic images and hold promise to solve long-standing computer vision problems. However, 3D scene generation remains unexplored. This research project aims to bridge the gap by developing 3D diffusion models capable of generating complete 3D scenes. This will advance our theoretical understanding of diffusion in complex 3D environments and open up new possibilities for applications in fields such as virtual reality, architecture, and city planning. The proposed 3D diffusion models will also enhance the accuracy of computer vision tasks related to 3D scene understanding, such as object detection, tracking, and semantic segmentation.Read moreRead less
Improving Extensible Markup Language (XML) data quality using XML integrity constraints. The first benefit of the project will be the of development a new technology that will improve the data quality in Australian organizations using the rapidly growing Extensible Markup Language (XML) technology. It will also be of benefit to the Australian software industry, since the outcome of the project is a software tool for cleaning XML data that is aimed at eventual commercialisation in a quickly gro ....Improving Extensible Markup Language (XML) data quality using XML integrity constraints. The first benefit of the project will be the of development a new technology that will improve the data quality in Australian organizations using the rapidly growing Extensible Markup Language (XML) technology. It will also be of benefit to the Australian software industry, since the outcome of the project is a software tool for cleaning XML data that is aimed at eventual commercialisation in a quickly growing area of the software market. The project will also boost international research collaboration through the involvement of an overseas partner investigator, and expand Australia's expertise in the new area of XML technology through the training of a Ph.D. student.Read moreRead less
Mobile Query Processing: An Integrated Approach. Mobile communication is a frontier technology, and providing efficient mobile query services to the general public is critical in placing Australia as a leading country in mobile information services. The benefit to Australia nationally is beyond the telecommunication industry. The project will transform other Australian industries which rely on mobile information services, including emergency response services (eg. ambulance, police), mobile work ....Mobile Query Processing: An Integrated Approach. Mobile communication is a frontier technology, and providing efficient mobile query services to the general public is critical in placing Australia as a leading country in mobile information services. The benefit to Australia nationally is beyond the telecommunication industry. The project will transform other Australian industries which rely on mobile information services, including emergency response services (eg. ambulance, police), mobile workforce and mobile commerce, transportation/traffic controller, bureau of meteorology, defence/army forces, financial market, as well as tourism and news. With the enormous growing of investment in these industries, this project will become a major contribution to national productivity and growth.Read moreRead less
Gesture-controlled interaction to enrich information access. This project is a study of gestural computing (enabled by sensors such as pressure mats, infra-red sensors and video tracking) which aims to move away from desk-bound, restrictive computing environments and towards computing that is more integral to the building structure and space itself. Linking gesture controllers and information sonification delivers a unique bridge between data and human interaction. Enriching the capacity to acce ....Gesture-controlled interaction to enrich information access. This project is a study of gestural computing (enabled by sensors such as pressure mats, infra-red sensors and video tracking) which aims to move away from desk-bound, restrictive computing environments and towards computing that is more integral to the building structure and space itself. Linking gesture controllers and information sonification delivers a unique bridge between data and human interaction. Enriching the capacity to access information in dense workplace environments is central to improved efficiency across the Australian workforce. Greater accuracy and enhanced techniques for controlling information in visually-overloaded work environments contribute to Australia's competitive leadership in a global marketplace.Read moreRead less
Dynamic media: innovative social and artistic developments in new media in Australia, Britain, Canada and Scandinavia since 1990. This study will foreground strengths and remedy weaknesses in Australian new media arts and innovative social uses of new media. By studying the international strategies for social use of dynamic media, this study will provide information for Australians to more extensively implement dynamic media within a social context. It will highlight the innovation of Australian ....Dynamic media: innovative social and artistic developments in new media in Australia, Britain, Canada and Scandinavia since 1990. This study will foreground strengths and remedy weaknesses in Australian new media arts and innovative social uses of new media. By studying the international strategies for social use of dynamic media, this study will provide information for Australians to more extensively implement dynamic media within a social context. It will highlight the innovation of Australian artists and researchers in the development of dynamic media and position these internationally. A major long-term benefit of this study will be an online database that will both profile and be accessible to Australian artists, arts organizations, new media researchers and social innovators. Read moreRead less
Nuanced recollection and representation: the political and rhetorical strategies of The Peterborough Chronicle. This study will enhance our understanding of essential aspects of historical writing in Anglo-Saxon and early Norman England. The analysis, to be presented in a digital facsimile presentation of this invaluable historical document, will be published in Oxford University's new Bodleian Digital Texts Series. This series, produced at The University of Melbourne with The Bodleian Library ....Nuanced recollection and representation: the political and rhetorical strategies of The Peterborough Chronicle. This study will enhance our understanding of essential aspects of historical writing in Anglo-Saxon and early Norman England. The analysis, to be presented in a digital facsimile presentation of this invaluable historical document, will be published in Oxford University's new Bodleian Digital Texts Series. This series, produced at The University of Melbourne with The Bodleian Library as collaborator, sets the standard internationally for the digital analysis and presentation of materials preserved in manuscript form, and consequently is establishing the University as a centre of excellence for this kind of work.Read moreRead less
Visual Research in Social Aesthetics. Despite a few pioneering efforts beginning in the 1930s, visual anthropology (like anthropology itself) has largely confined its interest in aesthetics to studies of indigenous art. It has focused instead on technology, religion, economics, social structure, politics and ideology as the dominant forces in society. I believe this has limited the potential of visual anthropology, which is in fact ideally suited to studying the broader role of aesthetics in h ....Visual Research in Social Aesthetics. Despite a few pioneering efforts beginning in the 1930s, visual anthropology (like anthropology itself) has largely confined its interest in aesthetics to studies of indigenous art. It has focused instead on technology, religion, economics, social structure, politics and ideology as the dominant forces in society. I believe this has limited the potential of visual anthropology, which is in fact ideally suited to studying the broader role of aesthetics in human societies. The aim of this research is to examine how a reconsideration of the aesthetics of everyday life might form the basis for a revitalised visual anthropology.
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Cinematic Imaginations: American Literature and the Visual Media, 1905-1945. The advent of new visual media in the late C19th, and their rapid growth and industrialization in the 20th, obliged the traditional forms of literature to change. This project investigates that change in the American context, as a set of interlinked adaptations, in both literature and cinema, to more general social changes in an emergent mass-production economy. Arguing for a ?media ecology?, the project's originality i ....Cinematic Imaginations: American Literature and the Visual Media, 1905-1945. The advent of new visual media in the late C19th, and their rapid growth and industrialization in the 20th, obliged the traditional forms of literature to change. This project investigates that change in the American context, as a set of interlinked adaptations, in both literature and cinema, to more general social changes in an emergent mass-production economy. Arguing for a ?media ecology?, the project's originality is to establish a viable model for analysing this shift in the complexion of a culture, in terms of an explosive expansion of the cultural economy.Read moreRead less