TY - GEN
T1 - A smartphone-based personalized activity recommender system for patients with depression
AU - Hung, Galen Chin Lun
AU - Yang, Pei Ching
AU - Wang, Chen Yi
AU - Chiang, Jung Hsien
N1 - Publisher Copyright:
Copyright © 2015 ICST.
PY - 2015/12/22
Y1 - 2015/12/22
N2 - Depression is a common mental illness worldwide. Apart of pharmacological treatment and psychotherapy, self-management of negative emotions is of paramount importance, because relapse of depression often results from an inadequate response to negative emotions. The purpose of this study is to design and implement a personal recommender system, for emotion regulation. It assists users to be aware of negative emotions and guides them to deal with it with behavioral activation. It analyzes the smartphone usage patterns to predict the emergence of negative emotions, while integrating data obtained from context awareness and psychiatrists' recommendations to suggest relevant emotion-regulating activities. The presented system has a potential to provide personalized and pervasive mental health services for patients with depression.
AB - Depression is a common mental illness worldwide. Apart of pharmacological treatment and psychotherapy, self-management of negative emotions is of paramount importance, because relapse of depression often results from an inadequate response to negative emotions. The purpose of this study is to design and implement a personal recommender system, for emotion regulation. It assists users to be aware of negative emotions and guides them to deal with it with behavioral activation. It analyzes the smartphone usage patterns to predict the emergence of negative emotions, while integrating data obtained from context awareness and psychiatrists' recommendations to suggest relevant emotion-regulating activities. The presented system has a potential to provide personalized and pervasive mental health services for patients with depression.
UR - http://www.scopus.com/inward/record.url?scp=85034964323&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85034964323&partnerID=8YFLogxK
U2 - 10.4108/eai.14-10-2015.2261655
DO - 10.4108/eai.14-10-2015.2261655
M3 - Conference contribution
AN - SCOPUS:85034964323
T3 - MOBIHEALTH 2015 - 5th EAI International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare through Innovations in Mobile and Wireless Technologies
BT - MOBIHEALTH 2015 - 5th EAI International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare through Innovations in Mobile and Wireless Technologies
A2 - Alomainy, Akram
A2 - Hao, Yang
A2 - Whittow, William
A2 - Nikita, Konstantina S.
A2 - Parini, Clive G.
PB - ICST
T2 - 5th EAI International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare through Innovations in Mobile and Wireless Technologies, MOBIHEALTH 2015
Y2 - 14 October 2015 through 16 October 2015
ER -
