Visualisation of large, complex networks through small, beautiful diagrams. Data is increasingly organised as networks. Visualisation is a key way to understand networks. This project plans to develop a new paradigm for this task. Using modern generic constrained optimisation techniques it will produce layouts for small graphs whose quality is similar to that produced by hand, something that is not possible with current approaches. These algorithms will then be used to visualise large graphs. In ....Visualisation of large, complex networks through small, beautiful diagrams. Data is increasingly organised as networks. Visualisation is a key way to understand networks. This project plans to develop a new paradigm for this task. Using modern generic constrained optimisation techniques it will produce layouts for small graphs whose quality is similar to that produced by hand, something that is not possible with current approaches. These algorithms will then be used to visualise large graphs. Instead of simply trying to visualise every node and link in the graph. The project will develop techniques to extract useful subsets or abstractions that are as small possible, yet sufficient to answer targeted queries. The techniques for producing small high-quality diagrams will then be applicable to presenting these focused visualisations.Read moreRead less
Towards Invisibly Intelligent Appliances via Experience-based Computing. As computers become more pervasive, people will inevitably interact with a wide range of networked appliances. This proposal aims to develop prototype enabling technology to allow appliances to operate cooperatively and seamlessly with minimum human input - 'invisible intelligence'. Experience-based computing is the key concept underlying the technology. A prototype 'operating experience' will be developed to sit on top of ....Towards Invisibly Intelligent Appliances via Experience-based Computing. As computers become more pervasive, people will inevitably interact with a wide range of networked appliances. This proposal aims to develop prototype enabling technology to allow appliances to operate cooperatively and seamlessly with minimum human input - 'invisible intelligence'. Experience-based computing is the key concept underlying the technology. A prototype 'operating experience' will be developed to sit on top of existing operating systems that will allow appliances to join and leave networks, and interact with other appliances. Also to be developed are a modeling framework, language and methodology for specifying appliance behaviour, and allow learning from experience.Read moreRead less
Flexible user-guided network layout for biomedical applications. This project will develop techniques for automatic layout of biological network diagrams, allowing users to guide the layout while satisfying any required placement constraints and drawing conventions. As part of the project, these methods will be integrated into several real-world systems biology applications for network browsing and authoring.
Discovery Early Career Researcher Award - Grant ID: DE220100847
Funder
Australian Research Council
Funding Amount
$394,868.00
Summary
RECONNECT ME: REgaining CONtrol of childreN’s EleCTronic MEdia . This project aims to understand the impact that screen behaviours have on children’s quality of life, social skills and family functioning, and co-design feasible, acceptable and effective behavioural and digital strategies to mitigate this impact. Parents are concerned and are seeking urgent help in the persistent and evolving technology climate, where previous strategies are no longer relevant. Expected outcomes include new knowl ....RECONNECT ME: REgaining CONtrol of childreN’s EleCTronic MEdia . This project aims to understand the impact that screen behaviours have on children’s quality of life, social skills and family functioning, and co-design feasible, acceptable and effective behavioural and digital strategies to mitigate this impact. Parents are concerned and are seeking urgent help in the persistent and evolving technology climate, where previous strategies are no longer relevant. Expected outcomes include new knowledge of the impact of screen time, and the co-design of innovative and user-friendly strategies developed with families, for families, to manage this. The benefits will include informing future effective and scalable screen time strategies for improved quality of life, social skills, family functioning outcomes.Read moreRead less
Finding and exploiting interesting paths in multidimensional information spaces. This project will invent a new approach for searching within a large complex information space, finding interesting paths between points within the space, visualising the results, and supporting rich, human-centric user interaction with queries and results. This project will embody these techniques in a novel, internet-scale framework to support rapid development of large path search and visualisation applications. ....Finding and exploiting interesting paths in multidimensional information spaces. This project will invent a new approach for searching within a large complex information space, finding interesting paths between points within the space, visualising the results, and supporting rich, human-centric user interaction with queries and results. This project will embody these techniques in a novel, internet-scale framework to support rapid development of large path search and visualisation applications. Evaluation will be via development of several exemplar applications. The techniques and framework will be applicable to a broad range of economically important problems in areas as diverse as health, travel, scientific publication search, product marketing and software engineering.Read moreRead less
Presenting graphics to blind students using a touchscreen interface extended with haptic and audio feedback. The project will develop a new device for the presentation of accessible graphics based on a touchscreen computer extended with haptic and audio feedback. The aim is to improve access to graphics and other two-dimensional information in the classroom by blind students.
Immersive analytics: interactive data analysis using surfaces and spaces. This project aims to explore the potential for new immersive display and interaction technologies to greatly enhance the field of visual data analytics. Humans struggle to understand the masses of complex data they now accumulate. Visual data analytics offers a solution. The project expects to provide practical and theoretical frameworks for immersive data analysis and valuable intellectual property on the first practical ....Immersive analytics: interactive data analysis using surfaces and spaces. This project aims to explore the potential for new immersive display and interaction technologies to greatly enhance the field of visual data analytics. Humans struggle to understand the masses of complex data they now accumulate. Visual data analytics offers a solution. The project expects to provide practical and theoretical frameworks for immersive data analysis and valuable intellectual property on the first practical tools for immersive data analytics. This will provide significant benefits, such as allowing those across government and industry to make more informed decisions from data.Read moreRead less
Deeper, Wider, Faster program: Detecting the fastest bursts in the Universe. This Project aims to progress a novel collaboration of worldwide facilities operating at all-wavelengths to discover and rapidly follow up the fastest bursts in the Universe (those lasting only milliseconds to hours). This Project aims to increase the program's scientific output that searches an unexplored time regime and aims to uncover new phenomena and physics. The challenges of 'real-time' identification of the fa ....Deeper, Wider, Faster program: Detecting the fastest bursts in the Universe. This Project aims to progress a novel collaboration of worldwide facilities operating at all-wavelengths to discover and rapidly follow up the fastest bursts in the Universe (those lasting only milliseconds to hours). This Project aims to increase the program's scientific output that searches an unexplored time regime and aims to uncover new phenomena and physics. The challenges of 'real-time' identification of the fast-fading events, including supercomputer data processing and sophisticated data visualisation and sonification techniques, offer an ideal platform to test and accelerate Big Data analyses in science, medicine, and industry, and increase public STEM participation, including the blind and visually-impaired community.Read moreRead less