A blockchain-based solution for enhancing the efficiency and security of healthcare knowledge management systems in the era of industry 4.0

被引:0
作者
Yuman, Yang [1 ,2 ]
Goyal, S. B. [2 ]
Rajawat, Anand Singh [3 ]
Kumar, Manoj [4 ,5 ]
Shankar, Achyut [6 ,7 ,8 ,9 ,10 ]
Alhayan, Fatimah [11 ]
Basheer, Shakila [11 ]
机构
[1] Geely Univ, Chengdu, Peoples R China
[2] City Univ, Fac Informat Technol, Petaling Jaya 46100, Malaysia
[3] Sandip Univ, Nasik 422213, Maharashtra, India
[4] Univ Wollongong Dubai, Sch Comp Sci, Dubai Knowledge Pk, Dubai, U Arab Emirates
[5] Middle East Univ, MEU Res Unit, Amman 11831, Jordan
[6] Univ Warwick, Dept Cyber Syst Engn, WMG, Coventry CV7 4AL, England
[7] Chitkara Univ, Ctr Res Impact & Outcome, Chandigarh, Punjab, India
[8] Lovely Profess Univ, Sch Comp Sci Engn, Phagwara 144411, Punjab, India
[9] Chandigarh Univ, Univ Ctr Res & Dev, Dept CSE, Mohali 140413, Punjab, India
[10] Graph Era Deemed Be Univ, Dept Comp Sci & Engn, Dehra Dun 248002, India
[11] Princess Nourah Bint Abdulrahman Univ, Coll Comp & Informat Sci, Dept Informat Syst, POB 84428, Riyadh 11671, Saudi Arabia
关键词
Blockchain; Industry; 4.0; Knowledge management system; Security; Efficiency; Dumbo algorithm; INTERNET;
D O I
10.1007/s11276-024-03770-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study proposes a blockchain-based solution to enhance the efficiency and security of Healthcare Knowledge Management Systems for Industry 4.0. With the widespread adoption of network internet platforms, managing knowledge data safely and effectively has become a critical challenge. Traditional Healthcare Knowledge Management Systems rely on centralized storage methods, which can lead to knowledge monopolies, resulting in a crisis of trust between knowledge management and sharing subjects. This paper proposes the Dumbo algorithm, which enhances the adaptability of asynchronous environments and improves the security of shared blockchains in knowledge-sharing environments. The Dumbo algorithm ensures traditional knowledge management platforms' trust, security, and efficiency by eliminating data tampering through a unique workload-proof and consensus mechanism in blockchain technology. Additionally, distributed accounting solves the problems of low efficiency and poor security of central systems while dispersing the risk of damage to the central database and guaranteeing data security. This study aims to realize knowledge sharing based on blockchain and solve the challenges associated with conventional Healthcare Knowledge Management Systems. The proposed solution has the potential to significantly improve the management, sharing, and security of knowledge in Industry 4.0. We expect to see major improvements in the way that healthcare data is shared, saved, and used thanks to this blockchain-based strategy, which will open the door to better patient care and more operational efficiency in the healthcare sector.
引用
收藏
页码:983 / 1004
页数:22
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