Automatic item generation of adolescent psychological crisis scale: based on generative artificial intelligence and RAG technology

Subjects: Psychology >> Applied Psychology submitted time 2024-06-24

WANG peng FENG xun KANG yanjun KANG chunhua

Abstract： Objective The purpose of this study is to realize the automatic generation of items of adolescent psychological crisis scale based on generative artificial intelligence and RAG technology. 
Methods In order to achieve this goal, this paper adopts RAG’s open source framework -FastGPT to build a knowledge base based on the corpus in the field of psychological counseling. The questionnaire items were designed by a mixture of literature collection and two automatic item generation techniques.
Results The validity and applicability of the problem set can be well verified.
Limitations The practical application effect of the scale automatic generation based on generative artificial intelligence and RAG technology still needs further empirical test.
Conclusions This method provides a powerful scientific tool for early identification and timely intervention of adolescent psychological crisis.

Peer Review Status:Awaiting Review

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