SIAEF/PoE: Accountability of Earnestness for encoding subjective information in Blockchain

被引:1
作者
Bui, Hang Thanh [1 ]
Hussain, Omar K. [1 ]
Prior, Daniel [1 ]
Hussain, Farookh K. [2 ]
Saberi, Morteza [2 ]
机构
[1] Univ New South Wales, Sch Business, Canberra, ACT 2612, Australia
[2] Univ Technol Sydney, Sch Comp Sci, Sydney, NSW 2007, Australia
基金
澳大利亚研究理事会;
关键词
Blockchain; Subjective information; Consensus mechanism; Earnestness; Proactive supply chain risk management; Fraudulent behaviour; TECHNOLOGY; MANAGEMENT; LOGISTICS; SCHEME;
D O I
10.1016/j.knosys.2023.110501
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Blockchain technology has the potential to be applied widely in supply chain operations. One such area is proactive supply chain risk management (SCRM). In this area, existing researchers have highlighted the fraudulent behaviour of supply chain partners who do not disclose information on the risks that impact their operations. Blockchain can address this problem by encoding each partner's commitment to SCRM and achieve consensus. However, before this can be achieved, a key challenge to address is the inability of existing consensus mechanisms such as Proof of Work (PoW), Proof of Authority (PoA) and Proof of Stake (PoS) to deal with information that does not have a digital footprint. In this paper, we address this gap by proposing the Proof by Earnestness (PoE) consensus mechanism which accounts for the authenticity, legitimacy and trustworthiness of information that does not have a digital footprint. We also propose the Subjective Information Authenticity Earnestness Framework (SIAEF) as the overarching framework that assists PoE in achieving its aim. We test the applicability of SIAEF and PoE in a real-world blockchain environment by deploying it as a decentralized application (Dapp) and applying it in BscScan Testnet which is an official test blockchain network.(c) 2023 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
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页数:16
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