A smartphone-based personalized activity recommender system for patients with depression

Galen Chin Lun Hung, Pei Ching Yang, Chen Yi Wang, Jung Hsien Chiang

研究成果: Conference contribution

9 引文 斯高帕斯(Scopus)

摘要

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.

原文English
主出版物標題MOBIHEALTH 2015 - 5th EAI International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare through Innovations in Mobile and Wireless Technologies
編輯Akram Alomainy, Yang Hao, William Whittow, Konstantina S. Nikita, Clive G. Parini
發行者ICST
ISBN(電子)9781631900884
DOIs
出版狀態Published - 2015 12月 22
事件5th EAI International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare through Innovations in Mobile and Wireless Technologies, MOBIHEALTH 2015 - London, United Kingdom
持續時間: 2015 10月 142015 10月 16

出版系列

名字MOBIHEALTH 2015 - 5th EAI International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare through Innovations in Mobile and Wireless Technologies

Other

Other5th EAI International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare through Innovations in Mobile and Wireless Technologies, MOBIHEALTH 2015
國家/地區United Kingdom
城市London
期間15-10-1415-10-16

All Science Journal Classification (ASJC) codes

  • 電腦科學應用
  • 電氣與電子工程
  • 電腦網路與通信
  • 健康資訊學

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