A medical big data analysis algorithm based on access control system. (2018)

• Record Type: Journal Article
• Authors: Chen, Yegang; Luo, Jun; Diao, XiaoRong; Yao, Xingyan
• Is Part Of: International journal of reasoning-based intelligent systems. Volume 10:Number 1(2018)
• Page Start: 51
• Page End: 58
• Publication Date: 2018
• Subjects: medical big data analysis algorithm -- big medical data -- BMD -- access control system -- sensitive personal information -- SPI; Artificial intelligence -- Periodicals; Reasoning -- Periodicals; 006.3
• Languages: English
• ISSNs: 1755-0556

Abstract

In the latest progress in healthcare, the continuous creation of digital medical information is an important basis for the analysis of large medical data. This paper proposes a medical big data analysis algorithm based on access control system that provides reliable security protection to big medical data (BMD) by considering various quantitative parameters. The proposed algorithm calculates the reputation values of different users, which correspond to each parameter. Based on the calculated reputation values, the proposed algorithm grants access authority to each user. Simulation results are performed to verify the effectiveness of security system solving protection of the sensitive personal information of patients.