Area of research:
Research project details:
My project looks at using knowledge graphs for improving geoscience knowledge management in a machine learning approach.
CSIRO Mineral Resources, ARRC Perth
My expectations from a mentoring partnership:
- I would like to be in touch with my mentor every two weeks to exchange ideas on my project’s subject.
- My preferred method of communicating is by email and Webex.
- Ideally, my mentor would hold a PhD in Computer Science or a related STEM field. Experience with programming, ML, artificial intelligence, data science, linguistics, knowledge engineering, and NLP is desirable.
More about me:
My research work is currently focused in developing knowledge management applied to Geoscience. Previously I have worked in geological hazards assessment, Geomorphology, Earth observation technologies, hazards impacts associated with extremes events and forecasting of landslides, flood and debris flow risk. I have plenty of experience in disaster management as well as fieldwork and hazard forecast using numerical modelling.
Disciplines: Geodata Science, Geoinformatics (GIS), Remote Sensing, Engineering Geology, Geomorphology, Didactics, Educational Policy
LinkedIn Profile: https://www.linkedin.com/in/sandravillacorta/
Google Scholar: https://scholar.google.com.au/citations?user=T6Ap1u0AAAAJ&hl=en