DocumentCode
2696388
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
fYear
2011
fDate
26-28 Oct. 2011
Firstpage
212
Lastpage
219
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing and Applications (ICPCA), 2011 6th International Conference on
Conference_Location
Port Elizabeth
Print_ISBN
978-1-4577-0209-9
Type
conf
DOI
10.1109/ICPCA.2011.6106507
Filename
6106507
Link To Document