Ontology-Based Knowledge Representation for Secure Self-Diagnosis in Patient-Centered Teleheath with Cloud Systems

Keke Gai, Meikang Qiu*, Saravanan Jayaraman, Lixin Tao

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

25 引用 (Scopus)

摘要

The implementation of cloud computing in tele-health has enabled enormous benefits of improving health-care services as well as active health approaches, such as Patient-Centered Telehealth (PCT). Applying cloud systems enables healthcare users to obtain medical information from multiple cloud-based platforms or sources. Various service deployments meet different customers' needs. As one of the popular information sharing manners on clouds, Online Self-Diagnosis (OSD) has been widely implemented for recommending medicines or treatment plans in the varied medical fields. However, there is a great risk for users when executing OSD since lack of professional pharmacological knowledge. This paper concentrates on this issue and proposes an ontology-based approach representing the medical knowledge for alarming potential risks. The proposed mechanism is named Secure Ontology-based Self-diagnosis (SOS) Model that is designed to generate knowledge of medical treatments or incompatibility of medicines to avoid improper behaviors of diagnoses. Based on the proposed model, our algorithm uses structure-level technique applying semantic schemas, which is Propositional Satisfiability Matching Algorithm (PSMA). Our experiment has proved the feasibility of our proposed mechanism.

源语言英语
主期刊名Proceedings - 2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - IEEE International Symposium of Smart Cloud, IEEE SSC 2015
编辑Tao Zhang, Sajal K. Das, Tao Zhang, Meikang Qiu
出版商Institute of Electrical and Electronics Engineers Inc.
98-103
页数6
ISBN(电子版)9781467392990
DOI
出版状态已出版 - 4 1月 2016
已对外发布
活动2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - New York, 美国
期限: 3 11月 20155 11月 2015

出版系列

姓名Proceedings - 2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - IEEE International Symposium of Smart Cloud, IEEE SSC 2015

会议

会议2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015
国家/地区美国
New York
时期3/11/155/11/15

指纹

探究 'Ontology-Based Knowledge Representation for Secure Self-Diagnosis in Patient-Centered Teleheath with Cloud Systems' 的科研主题。它们共同构成独一无二的指纹。

引用此