Title :
Pervasive mental health self-help based on cognitive-behavior therapy and machine learning
Author :
Xu, Xinguo ; Zhu, Tingshao ; Zhang, Ruiquan ; Li, Lin ; Li, Ang ; Kang, Wei ; Fang, Zhiqi ; Ning, Yue ; Wang, Yu
Author_Institution :
6th Res. Inst., China Electron. Corp., Beijing, China
Abstract :
As the development and progress of the society, human beings are suffering from pressure while working, studying, and living. Many researches have been done on cognitive-behavior therapy to solve this problem. In this paper, we introduce our mental health self-help system which applies machine learning to cognitive-behavior therapy. According to the randomized controlled user study, our system is proven effective to reduce users´ depressive disorders.
Keywords :
behavioural sciences computing; learning (artificial intelligence); patient treatment; ubiquitous computing; cognitive behavior therapy; depressive disorders; machine learning; pervasive mental health self help; Cognitive-Behavior Therapy; Search Technology; Short Text Classification;
Conference_Titel :
Pervasive Computing and Applications (ICPCA), 2011 6th International Conference on
Conference_Location :
Port Elizabeth
Print_ISBN :
978-1-4577-0209-9
DOI :
10.1109/ICPCA.2011.6106507
