Discovery Projects - Grant ID: DP230102908

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230102908

Funding Status
Active

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Funded Activity Summary

Fast effective clustering technologies for highly dynamic massive networks. Clustering is a fundamental data mining and analysis task. In an interconnected evolving world, friendships and information flows are modelled as large dynamic networks. Structural clustering and correlation clustering are important and well-studied approaches for static networks; for evolving networks, where links appear and disappear over time, we lack efficient techniques. Anticipated outcomes are new practical clustering algorithms for dynamic networks – with performance guarantees of efficiency and clustering quality – and prototype software, guiding us to pick a good clustering. Expected benefits include better understanding of spread in evolving social networks, accelerating the software testing cycle, and improved topic detection.

Funded Activity Details

Start Date: 01-01-2023

End Date: 31-12-2025

Funding Scheme: Discovery Projects

Funding Amount: $435,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Data structures and algorithms | Database systems | Data management and data science

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Data management and data science | Data structures and algorithms | Database systems | Information Systems

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