Research on Multidimensional Trust Evaluation Mechanism of FinTech Based on Blockchain

被引:10
作者
Song, Ying [1 ,2 ]
Sun, Chaohao [3 ]
Peng, Yun [2 ,4 ]
Zeng, Yue [5 ]
Sun, Baolin [1 ,2 ]
机构
[1] Hubei Univ Econ, Sch Informat & Commun Engn, Wuhan 43028, Peoples R China
[2] Res Ctr Internet Financial Informat Engn Technol, Wuhan 430205, Peoples R China
[3] China Huarong Financial Leasing Co Ltd, Hangzhou 310016, Peoples R China
[4] Hubei Univ Econ, Sch Finance, Wuhan 430205, Peoples R China
[5] Jinling Inst Technol, Sch Software Engn, Nanjing 211169, Peoples R China
关键词
Blockchains; Security; Internet; Smart contracts; Indexes; Business; Peer-to-peer computing; FinTech; blockchain; multidimensional trust; trust mechanism; PROOF-OF-WORK; MANAGEMENT; INTERNET; TECHNOLOGY; CHALLENGES;
D O I
10.1109/ACCESS.2022.3177275
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
New technologies such as Internet, cloud computing, artificial intelligence (AI) and blockchain have greatly promoted the innovation of financial industry structure and paradigm, improved the efficiency of financial services and brought the spillover of the financial technology (FinTech) risk. The existing financial regulation methods cannot meet the needs of the development of FinTech, therefore, there is an urgent need to improve the trust mechanism. Blockchain can effectively solve the problems of security and trust in FinTech. This paper will explore the expression method of trust index in blockchain, and build based on blockchain a multi-dimensional trust index system and evaluation mechanism (MDTEM) for FinTech. Firstly, a four-level blockchain structure has been built, including cloud level blockchain, Internet level blockchain, contract level blockchain and application level blockchain in the FinTech ecological environment to ensure the security, reliability and trustworthiness of financial services. Secondly, according to the trust structure of blockchain on FinTech payment behavior, the index system and evaluation mechanism of direct trust, indirect trust, recommendation trust and feedback trust of FinTech based on blockchain are designed. Finally, the trust simulation experiment of FinTech mechanism is carried out from three aspects: data sending, data transmission, data reception and delivery success rate. Simulation results show that the proposed MDTEM trust mechanism can better improve the safe and reliable application of FinTech trust mechanism.
引用
收藏
页码:57025 / 57036
页数:12
相关论文
共 34 条
[1]   Formal Modeling and Verification of a Blockchain-Based Crowdsourcing Consensus Protocol [J].
Afzaal, Hamra ;
Imran, Muhammad ;
Janjua, Muhammad Umar ;
Gochhayat, Sarada Prasad .
IEEE ACCESS, 2022, 10 :8163-8183
[2]   RTEAM: Risk-Based Trust Evaluation Advanced Model for VANETs [J].
Atwa, Rasha Jamal ;
Flocchini, Paola ;
Nayak, Amiya .
IEEE ACCESS, 2021, 9 :117772-117783
[3]   Blockchain-Based Distributed Trust and Reputation Management Systems: A Survey [J].
Bellini, Emanuele ;
Iraqi, Youssef ;
Damiani, Ernesto .
IEEE ACCESS, 2020, 8 (08) :21127-21151
[4]   How Blockchain can impact financial services - The overview, challenges and recommendations from expert interviewees [J].
Chang, Victor ;
Baudier, Patricia ;
Zhang, Hui ;
Xu, Qianwen ;
Zhang, Jingqi ;
Arami, Mitra .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2020, 158
[5]  
Chawla C., 2020, Journal of Business Venturing Insights, V14, DOI [10.1016/j.jbvi.2020.e00203, DOI 10.1016/J.JBVI.2020.E00203]
[6]   A Decentralized and Trusted Edge Computing Platform for Internet of Things [J].
Cui, Laizhong ;
Yang, Shu ;
Chen, Ziteng ;
Pan, Yi ;
Ming, Zhong ;
Xu, Mingwei .
IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (05) :3910-3922
[7]  
[杜瑞忠 Du Ruizhong], 2020, [工程科学与技术, Advanced Engineering Sciences], V52, P150
[8]   Anonymous Authentication on Trust in Blockchain-Based Mobile Crowdsourcing [J].
Feng, Wei ;
Yan, Zheng ;
Yang, Laurence T. ;
Zheng, Qinghua .
IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (16) :14185-14202
[9]   A credible and lightweight multidimensional trust evaluation mechanism for service-oriented IoT edge computing environment [J].
Gao, Zhipeng ;
Zhao, Wensi ;
Xia, Chenxi ;
Xiao, Kaile ;
Mo, Zijia ;
Wang, Qian ;
Yang, Yang .
2019 IEEE INTERNATIONAL CONGRESS ON INTERNET OF THINGS (IEEE ICIOT 2019), 2019, :156-164
[10]   Survey on Blockchain-Based Smart Contracts: Technical Aspects and Future Research [J].
Hewa, Tharaka Mawanane ;
Hu, Yining ;
Liyanage, Madhusanka ;
Kanhare, Salil S. ;
Ylianttila, Mika .
IEEE ACCESS, 2021, 9 :87643-87662