Example Projects

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Current

1. A probabilistic dialogue component for a robot
2. A context-aware and user-aware guidance system in physical environments
3. Sentiment detection in opinion surveys (collaboration with Gapbuster Worldwide)
4. Building models from sensor data to assist the elderly (collaboration with CERA, DFKI, Meticube, VicHealth, AIT)

Past

1. A Minimum Message Length approach to discourse interpretation
2. Multi-document summarization of help-desk responses (collaboration with Hewlett Packard)
3. A collaboration framework that copes with uncertainty regarding team members
4. Query interpretation in an Internet resource (collaboration with Telstra Research Laboratories)
5. Predicting users requests to pre-send documents on the WWW
6. Plan recognition in an adventure game
7. Using Bayesian networks to infer student misconceptions about decimals (Collaboration with Melbourne University Education Faculty)
8. A Bayesian approach to argument generation
9. A Minimum Message Length approach to lexical access for speech understanding