资产证券化合同的形式化规范语言和自动建模方法

IF 5.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of King Saud University-Computer and Information Sciences Pub Date : 2024-08-21 DOI:10.1016/j.jksuci.2024.102163
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引用次数: 0

摘要

资产证券化是一种重要的金融衍生工具,涉及复杂的资产转移操作。因此,将传统的资产证券化合同数字化将提高效率并促进可靠性验证。此外,准确、可验证的需求描述对于金融专业人员和软件工程师之间的合作开发至关重要。有人提出了一种用于编写资产证券化合同的特定领域语言。这通过简化编写规则,解决了金融专业人士难以直接编写智能合约的问题。然而,由于该语言的现有设计侧重于一些简单的场景,在描述各种详细场景时显得不够充分和不正规。此外,在智能合约的生成和执行过程中,该语言还存在许多可靠性问题,如验证合约逻辑属性的正确性、确保合约文本与合约代码的一致性等。为了克服上述挑战,我们对特定领域语言的语法子集进行了扩展、简化和创新,并将其命名为 AS-SC(资产证券化-智能合约),可供金融专业人士准确描述需求。此外,由于形式化方法是基于数学的技术,可以描述系统属性,并能以更形式化、更可靠的方式生成程序,因此我们提出了一种语义一致的代码转换方法,命名为AS2EB,用于将AS-SC转换为常用且有用的形式化语言Event-B。AS2EB 方法可用于软件工程师验证需求。AS-SC 和 AS2EB 的结合确保了需求的一致性和可靠性,降低了反复沟通和后期测试的成本。以信贷资产证券化合同为例,验证了 AS-SC 和 AS2EB 的可行性和合理性。此外,通过对随机抽取的三个不同经典场景的真实案例进行实验,我们展示了 AS2EB 方法的高效性和可靠性。
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A formal specification language and automatic modeling method of asset securitization contract

Asset securitization is an important financial derivative involving complicated asset transfer operations. Therefore, digitizing traditional asset securitization contracts will improve efficiency and facilitate reliability verification. Furthermore, accurate and verifiable requirement description is essential for collaborative development between financial professionals and software engineers. A domain specific language for writing asset securitization contract has been proposed. This solves the problem of difficulty for financial professionals to directly write smart contract by simplifying writing rules. However, due to existing design of the language focused on some simple scenarios, it is insufficient and informal to describe various detailed scenarios. What is more, there are still many reliability issues, such as verifying the correctness of the logical properties of the contract and ensuring the consistency between the contract text and the contract code, within the language in the generation and execution of smart contracts. To overcome the challenges stated above, we extend, simplify and innovate the syntax subset of the domain specific language and name it AS-SC (Asset Securitization – Smart Contract), which can be used by financial professionals to accurately describe requirements. Besides, because formal methods are math-based techniques that describe system properties and can generate programs in a more formal and reliable manner, we propose a semantic consistent code conversion method, named AS2EB, for converting from AS-SC to Event-B, a common and useful formal language. AS2EB method can be used by software engineers to verify requirements. The combination of AS-SC and AS2EB ensures consistency and reliability of the requirements, and reduces the cost of repeated communications and later testing. Taking the credit asset securitization contract as case study, the feasibility and rationality of AS-SC and AS2EB are validated. In addition, by carrying out experiments on three randomly selected real cases in different classic scenarios, we show high-efficiency and reliability of AS2EB method.

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来源期刊
CiteScore
10.50
自引率
8.70%
发文量
656
审稿时长
29 days
期刊介绍: In 2022 the Journal of King Saud University - Computer and Information Sciences will become an author paid open access journal. Authors who submit their manuscript after October 31st 2021 will be asked to pay an Article Processing Charge (APC) after acceptance of their paper to make their work immediately, permanently, and freely accessible to all. The Journal of King Saud University Computer and Information Sciences is a refereed, international journal that covers all aspects of both foundations of computer and its practical applications.
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