Website
http://dataportal.arc.gov.au/NCGP/API/grants/LP180100750
Funding Status
Active
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Funded Activity Summary
Personalised Online Learning Analytics by Exploring Multilayer Graph Data . Learning analytics is becoming a significant factor in reducing the drop-out rate of students in online learning. The aim of this project is to develop a reliable, robust, real-time analysis system that automatically reveals multilayered relationships, evaluates students' learning performance, and generates a personal study plan through discovery. This project includes the design of novel algorithms for multilayer graph processing, pattern recognition in learning activities, learning performance assessment, and personalised study plan recommendations. The success of this project will significantly enhance the success of online education both in Australia and worldwide and; hence, will save time, money and resources for end users.Funded Activity Details
Start Date: 09-2019
End Date: 08-2024
Funding Scheme: Linkage Projects
Funding Amount: $480,000.00
Funder: Australian Research Council
Research Topics
ANZSRC Field of Research (FoR)
Information Systems | Pattern Recognition and Data Mining | Database Management |
ANZSRC Socio-Economic Objective (SEO)
Learner and Learning not elsewhere classified | Information Processing Services (incl. Data Entry and Capture) | Electronic Information Storage and Retrieval Services
