Utilizing Text Mining, Data Linkage and Deep Learning in Police and Health Records to Predict Future Offenses in Family and Domestic Violence

Utilizing Text Mining, Data Linkage and Deep Learning in Police and Health Records to Predict Future Offenses in Family and Domestic Violence

Family and Domestic violence (FDV) is a global problem with significant social, economic, and health consequences for victims including increased health care costs, mental trauma, and social stigmatization. In Australia, the estimated annual cost of FDV is $22 billion, with one woman being murdered...

Full description

Bibliographic Details
Main Authors: George Karystianis, Rina Carines Cabral, Soyeon Caren Han, Josiah Poon, Tony Butler
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Digital Health
Subjects:
family and domestic violence
deep learning
big data
text mining
health records
predictive analytics
Online Access:https://www.frontiersin.org/articles/10.3389/fdgth.2021.602683/full

Internet

https://www.frontiersin.org/articles/10.3389/fdgth.2021.602683/full

Similar Items