Discovery Projects - Grant ID: DP220100769

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP220100769

Funding Status
Active

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Funded Activity Summary

Interpretable Behaviour Analysis with External Structured Knowledge. This project aims to develop novel interpretable neural models for predictive analytics tasks on human behaviour, operating on sequence behaviour data associated with external supportive structured knowledge. It is expected to present theoretical foundations for robust representation learning on heterogeneous behaviour data and interpretable machine reasoning models, which can support a broad scope of intelligent systems. Expected outcomes will be a next-generation interpretable behaviour analysis system with versatile abilities to reason over various data structures and provide a high-level interpretability about its reasoning procedure. The benefits will span the research and industry sectors, e.g., retail, healthcare, service provider.

Funded Activity Details

Start Date: 01-01-2022

End Date: 31-12-2024

Funding Scheme: Discovery Projects

Funding Amount: $345,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Pattern Recognition and Data Mining | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Behaviour and Health | Expanding Knowledge in the Information and Computing Sciences | Public Services Policy Advice and Analysis |

Other Keywords

Artificial Intelligence and Image Processing | Behaviour and Health | Expanding Knowledge in the Information and Computing Sciences | Pattern Recognition and Data Mining | Public Services Policy Advice and Analysis

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