Portable assessment of emotional status and support system

Pei Ching Yang, Chia Chi Chang, Yen Lin Chen, Jung Hsien Chiang, Galen Chin Lun Hung

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a system that can capture and assess users' emotional status and provide support. The system includes a user profile database, an expert knowledge rule base, an education material database, and a portable emotion-sensing module. A user answers standardized questionnaires and visual analogue scales regarding to different emotions including depression, anxiety and stress, while recording daily activities and contextual factors leading to mood change through the portable emotion-sensing module in real time. The portable emotion-sensing module stores these variables in the cloud-based user profile database via Wi-Fi. The expert knowledge rule base in the cloud server receives values and distributing patterns of the variables to determine the corresponding mood symptoms and their severity. The educational material database, based on mindfulness-based cognitive therapy, returns guidance and encouragements to the portable emotion sensing module through the internet to provide the user with real-time support. In the focus group testing, we invited twenty medical professionals and ten graduate school students to evaluate the system. Preliminary results showed that participants found the system helpful in achieving better awareness of their ever-changing emotional states, and that mindfulness-based audio guidance indeed helped them reduce stress and negative emotions. Subsequent pilot studies on patients with mild to moderate depression will help elucidate the clinical feasibility and efficacy of the proposed system.

原文English
主出版物標題Health Information Science - Third International Conference, HIS 2014, Proceedings
發行者Springer Verlag
頁面175-183
頁數9
ISBN(列印)9783319062686
DOIs
出版狀態Published - 2014 一月 1
事件3rd International Conference on Health Information Science, HIS 2014 - Shenzhen, China
持續時間: 2014 四月 222014 四月 23

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
8423 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Other

Other3rd International Conference on Health Information Science, HIS 2014
國家China
城市Shenzhen
期間14-04-2214-04-23

    指紋

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

引用此

Yang, P. C., Chang, C. C., Chen, Y. L., Chiang, J. H., & Hung, G. C. L. (2014). Portable assessment of emotional status and support system. 於 Health Information Science - Third International Conference, HIS 2014, Proceedings (頁 175-183). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 8423 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-06269-3_19