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A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools

Domestic violence remains a pressing complex social problem of people of any gender, age, socio-economic status, and ethno-cultural background, an issue that worsened worldwide during the COVID-19 pandemic. Digital, online, or artificial intelligence-based smart technological services, applications,...

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Detalles Bibliográficos
Autores principales: Novitzky, Peter, Janssen, Janine, Kokkeler, Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10277589/
https://www.ncbi.nlm.nih.gov/pubmed/37342580
http://dx.doi.org/10.1016/j.heliyon.2023.e17140
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author Novitzky, Peter
Janssen, Janine
Kokkeler, Ben
author_facet Novitzky, Peter
Janssen, Janine
Kokkeler, Ben
author_sort Novitzky, Peter
collection PubMed
description Domestic violence remains a pressing complex social problem of people of any gender, age, socio-economic status, and ethno-cultural background, an issue that worsened worldwide during the COVID-19 pandemic. Digital, online, or artificial intelligence-based smart technological services, applications, and tools provide novel approaches in addressing domestic violence, including intimate partner violence. This systematic literature review analyses the ethical challenges and opportunities these (protective) digital and smart technologies provide to the stakeholders involved. Our results highlight that the public health and societal issue are the leading narratives of domestic violence, which is predominantly interpreted as gender-based violence. The review highlights an emerging trend of the role of machine learning- and artificial intelligence-based approaches in identifying and preventing domestic violence. However, we argue that little recommendation is available to professionals about how to use these approaches in a responsible way, and that the smartness of high-tech technologies is often challenged by basic-level technologies from perpetrators, creating an imbalance that also limits an impactful development of a comprehensive socio-technical regime that serves the safety and resilience of families in their communal setting.
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spelling pubmed-102775892023-06-20 A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools Novitzky, Peter Janssen, Janine Kokkeler, Ben Heliyon Research Article Domestic violence remains a pressing complex social problem of people of any gender, age, socio-economic status, and ethno-cultural background, an issue that worsened worldwide during the COVID-19 pandemic. Digital, online, or artificial intelligence-based smart technological services, applications, and tools provide novel approaches in addressing domestic violence, including intimate partner violence. This systematic literature review analyses the ethical challenges and opportunities these (protective) digital and smart technologies provide to the stakeholders involved. Our results highlight that the public health and societal issue are the leading narratives of domestic violence, which is predominantly interpreted as gender-based violence. The review highlights an emerging trend of the role of machine learning- and artificial intelligence-based approaches in identifying and preventing domestic violence. However, we argue that little recommendation is available to professionals about how to use these approaches in a responsible way, and that the smartness of high-tech technologies is often challenged by basic-level technologies from perpetrators, creating an imbalance that also limits an impactful development of a comprehensive socio-technical regime that serves the safety and resilience of families in their communal setting. Elsevier 2023-06-10 /pmc/articles/PMC10277589/ /pubmed/37342580 http://dx.doi.org/10.1016/j.heliyon.2023.e17140 Text en Crown Copyright © 2023 Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Novitzky, Peter
Janssen, Janine
Kokkeler, Ben
A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools
title A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools
title_full A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools
title_fullStr A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools
title_full_unstemmed A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools
title_short A systematic review of ethical challenges and opportunities of addressing domestic violence with AI-technologies and online tools
title_sort systematic review of ethical challenges and opportunities of addressing domestic violence with ai-technologies and online tools
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10277589/
https://www.ncbi.nlm.nih.gov/pubmed/37342580
http://dx.doi.org/10.1016/j.heliyon.2023.e17140
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