PsychoAI Insight：以人工智慧為基礎的心理計量分析系統，支援心理評估與治療師推薦

Abstract

Psychological assessment is a fundamental process for understanding the emotional, cognitive, and behavioral characteristics of individuals. Currently, mental health professionals use different psychometric tests to obtain relevant information about a patient's psychological condition; however, interpreting large amounts of data can require significant time and specialized expertise.

This article proposes the development of PsychoAI Insight, an artificial intelligence-based application designed to support mental health professionals in the analysis and interpretation of psychometric assessments. The system uses machine learning techniques, data analysis, and intelligent recommendation models to identify patterns, generate clinical support reports, and suggest suitable therapist profiles according to the detected needs.

The proposed tool aims to optimize psychological evaluation processes, assist therapists in decision-making, and improve patient referral to specialized professionals while maintaining human expertise as the central element of the therapeutic process.