Application of user profiling in mental health management: a scoping review

User profiling technology delivers personalised mental health services through the integration of multidimensional data. This approach demonstrates significant advantages in enhancing intervention effectiveness, reducing healthcare costs, and improving user satisfaction, positioning it as a promising technology within the field of digital psychological interventions. However, its practical application still faces numerous challenges, including the long-term validation of current intervention outcomes and limitations in technological universality.