About the work
This PhD proposal investigate the application of Machine Learning (ML) models
within humanitarian contexts, specifically focusing on enhancing child protection
mechanisms against trafficking. By employing a mixed-methods approach, the future
research aims to critically assess the efficacy and ethical considerations of existing ML
models. Through collaboration with technology experts and key humanitarian
organizations, the study seeks to refine these models for better alignment with child
rights. The project underscores the importance of ethical AI use, proposing a framework
for deploying AI technologies that prioritize the welfare and rights of children in crisis
situations.
Creativity declaration
100% human created
Declaration Date:
Mar 7, 2024, 8:27 AM
Identification level:
Low
Real content
Declaration Date:
Mar 7, 2024, 8:27 AM
Identification level:
Low
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Work information
Title Enhancing Humanitarian AI: Advancing Ethical Machine Learning Practices for Child Protection and Trafficking Prevention
This PhD proposal investigate the application of Machine Learning (ML) models
within humanitarian contexts, specifically focusing on enhancing child protection
mechanisms against trafficking. By employing a mixed-methods approach, the future
research aims to critically assess the efficacy and ethical considerations of existing ML
models. Through collaboration with technology experts and key humanitarian
organizations, the study seeks to refine these models for better alignment with child
rights. The project underscores the importance of ethical AI use, proposing a framework
for deploying AI technologies that prioritize the welfare and rights of children in crisis
situations.
Work type Research papers, Thesis, Lecture notes
Tags ai, child rights, child trafficking, human rights, technology.
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Registry info in Safe Creative
Identifier 2403077260281
Entry date Mar 7, 2024, 8:27 AM UTC
License Creative Commons Attribution-NonCommercial-ShareAlike 4.0
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Copyright registered declarations
Author. Holder Marta Benítez Brañas. Date Mar 7, 2024.
Information available at https://www.safecreative.org/work/2403077260281-enhancing-humanitarian-ai-advancing-ethical-machine-learning-practices-for-child-protection-and-trafficking-prevention
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Registration: 2403077260281
