Transforming Applied Behavior Analysis Therapy: An Internet of Things-Guided, Retrieval-Augmented Large Language Model Framework

We propose ABA-RAG, a retrieval-augmented generation (RAG) framework specifically tailored for applied behavior analysis (ABA) interventions, which integrates real-time emotional and behavioral data from Internet-of-Things (IoT) wearable devices. In ABA-RAG, we systematically retrieve semantically r...

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Hlavní autoři:	Haomin Qi, Sin Chung-Ho, Rosanna Yuen-Yan Chan, Chun Man Victor Wong
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2025-01-01
Edice:	IEEE Access
Témata:	Retrieval-augmented generation (RAG) large language model (LLM) applied behavior analysis (ABA) IoT-based emotional analysis efficient parameter fine-tuning (PEFT) autism spectrum disorders (ASD)
On-line přístup:	https://ieeexplore.ieee.org/document/11129621/
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