A Mobile-Based Question-Answering and Early Warning System for Assisting Diabetes Management
Joint Authors
Ding, Ruoyao
Xie, Wenxiu
Yan, Jun
Qu, Yingying
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-06-06
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Information Technology and Computer Science
Abstract EN
With increasing demand for preventive management of chronic diseases in real time by using the Internet, interest in developing a convenient device on health management and monitoring has intensified.
Unlike other chronic diseases, diabetes particularly type 2 is a lifelong chronic disease and usually requires daily health management by patients themselves.
This study is to develop a mobile-based diabetes question-answering (Q&A) and early warning system named Dia-AID, assisting diabetes patients and populations at high risk.
The Dia-AID system consists of three modules: a large-scale multilanguage diabetes frequently asked question repository, a multimode fusion Q&A framework, and a health data management module.
A list of services including risk assessment and health early warning is provided to users for health condition monitoring.
Using the diabetes frequently asked question repository as data, experiments are conducted on answer ranking and answer selection aspects.
Results show that two essential methods in the system outperform baseline methods on both aspects.
American Psychological Association (APA)
Xie, Wenxiu& Ding, Ruoyao& Yan, Jun& Qu, Yingying. 2018. A Mobile-Based Question-Answering and Early Warning System for Assisting Diabetes Management. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1216380
Modern Language Association (MLA)
Xie, Wenxiu…[et al.]. A Mobile-Based Question-Answering and Early Warning System for Assisting Diabetes Management. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-14.
https://search.emarefa.net/detail/BIM-1216380
American Medical Association (AMA)
Xie, Wenxiu& Ding, Ruoyao& Yan, Jun& Qu, Yingying. A Mobile-Based Question-Answering and Early Warning System for Assisting Diabetes Management. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1216380
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1216380