CARE-RAG (Child At-Risk Evaluation via Retrieval-Augmented Generation)
Technology Introduction:
This research leverages Large Language Models and Retrieval-Augmented Generation techniques to automatically analyze unstructured visitation records, quantify child abuse risk levels, and provide precise intervention recommendations, significantly enhancing social workers’ capability for timely intervention and optimal resource allocation.
Industry Applicability:
This AI technology can be applied across social welfare, healthcare, education, and NGO sectors to automatically analyze visitation records, quantify abuse risks, and improve decision-making. It offers scalable deployment through a SaaS model with API integration into government systems. The framework has strong potential for international adoption and can be extended to related domains such as domestic violence and elder abuse prediction.
This research leverages Large Language Models and Retrieval-Augmented Generation techniques to automatically analyze unstructured visitation records, quantify child abuse risk levels, and provide precise intervention recommendations, significantly enhancing social workers’ capability for timely intervention and optimal resource allocation.
Industry Applicability:
This AI technology can be applied across social welfare, healthcare, education, and NGO sectors to automatically analyze visitation records, quantify abuse risks, and improve decision-making. It offers scalable deployment through a SaaS model with API integration into government systems. The framework has strong potential for international adoption and can be extended to related domains such as domestic violence and elder abuse prediction.
Industrial Applications:
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Ministry of Health and Welfare
"The Ministry of Health and Welfare (MOHW) is the highest authority in the Republic of China (Taiwan) responsible for public health, medical services, and social welfare. It also supervises local health and social welfare bureaus in counties and cities.
The ministry was originally established in 1971 as the Department of Health under the Executive Yuan and was upgraded to its current status and name in 2013."
The ministry was originally established in 1971 as the Department of Health under the Executive Yuan and was upgraded to its current status and name in 2013."
Contact Information
Name：-
Tel：02-8590-6309
Address：No.488, Sec. 6, Zhongxiao E. Rd., Nangang Dist., Taipei City 115204, Taiwan (R.O.C.)
Additional Information
Pavilion：Future Tech Humanity & Technology FC07
Exhibiting Entity：Ministry of Health and Welfare
Application Category：Life Application
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Pavilion：Future Tech Humanity & Technology FC07
Exhibiting Entity：Ministry of Health and Welfare
Application Category：Life Application
