Intelligent Cognitive System for Computational Psychotherapy with a Conversational Agent for Attitude and Behavior Change in Stress, Anxiety, and Depression
Year: 2025
Type: article
Abstract: The paper summarizes a Doctoral Thesis presenting a computational psychotherapy system for stress, anxiety, and depression (SAD) using a conversational agent. The first contribution is a novel panel dataset combining quantitative diagnostic-level questionnaires and qualitative daily diaries. The second contribution is the system itself, built upon a cognitive architecture simulating Theory of Mind through an ensemble of user, machine learning, and knowledge models for SAD prediction, forecasting, and personalized intervention
Source: Informatica
Author: Tine Kolenik
Institution: Paracelsus Medical University
Language: English
Subfield: Applied Psychology
Field: Psychology
Domain: Social Sciences
Open Access status: diamond
Funder: Institut "Jožef Stefan"
OpenAlex ID: W4410712130