Semantic Web and blockchain technologies: Convergence, challenges and research trends

IF 2.1 3区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Klevis Shkembi , Petar Kochovski , Thanasis G. Papaioannou , Caroline Barelle , Vlado Stankovski
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引用次数: 0

Abstract

In recent years, on the one hand, we have witnessed the rise of blockchain technology, which has led to better transparency, traceability, and therefore, trustworthy exchange of digital assets among different actors. On the other hand, achieving trustworthy content exchange has been one of the primary objectives of the Semantic Web, part of the World Wide Web Consortium. Semantic Web and blockchain technologies are the fundamental building blocks of Web3 (the third version of the Internet), which aims to link data through a decentralized approach. Blockchain provides a decentralized and secure framework for users to safeguard their data and take control over their data and Web3 experiences. However, developing trustworthy decentralized applications (Dapps) is a challenge because many blockchain-based functionalities must be developed from scratch, and combined with data semantics to open new innovative opportunities. In this survey paper, we explore the cross-cutting domain of the Semantic Web and blockchain and identify the critical building blocks required to achieve trust in the Next-Generation Internet. The application domains that could benefit from these technologies are also investigated. We developed a deep analysis of the published literature between 2015 and 2023. We performed our analysis in different digital libraries (e.g., Elsevier, IEEE, ACM), and as a result of our research, we retrieved 137 papers, of which 97 were retrieved as relevant to include in the paper. Furthermore, we studied several aspects (e.g., network type, transactions per second) of existing blockchain platforms. Semantic Web and blockchain technologies can be used to realize a verification and certification process for data quality. Examples of mechanisms to achieve this are the Decentralized Identities of the Semantic Web or the various blockchain consensus protocols that help achieve decentralization and realize democratic principles. Therefore, Semantic Web and blockchain technologies should be combined to achieve trust in the highly decentralized, semantically complex, and dynamic environments needed to build smart applications of the future.

语义网和区块链技术:融合、挑战和研究趋势
近年来,一方面,我们见证了区块链技术的兴起,它带来了更好的透明度、可追溯性,因此,不同参与者之间的数字资产交换是值得信赖的。另一方面,实现可信的内容交换一直是语义网(万维网联盟的一部分)的主要目标之一。语义网和区块链技术是Web3 (Internet的第三版)的基本构建模块,其目的是通过分散的方法连接数据。区块链为用户提供了一个分散和安全的框架来保护他们的数据,并控制他们的数据和Web3体验。然而,开发值得信赖的去中心化应用程序(Dapps)是一个挑战,因为许多基于区块链的功能必须从头开始开发,并与数据语义相结合,以开辟新的创新机会。在这篇调查报告中,我们探讨了语义网和区块链的交叉领域,并确定了在下一代互联网中实现信任所需的关键构建块。还研究了可以从这些技术中受益的应用程序领域。我们对2015年至2023年间发表的文献进行了深入分析。我们在不同的数字图书馆(如爱思唯尔,IEEE, ACM)中进行了分析,作为我们研究的结果,我们检索了137篇论文,其中97篇被检索为与论文相关。此外,我们还研究了现有区块链平台的几个方面(例如,网络类型、每秒事务数)。语义网和区块链技术可用于实现数据质量的验证和认证过程。实现这一目标的机制示例是语义网的去中心化身份或各种区块链共识协议,这些协议有助于实现去中心化和实现民主原则。因此,语义Web和区块链技术应该结合起来,以在构建未来智能应用程序所需的高度分散、语义复杂和动态环境中实现信任。
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来源期刊
Journal of Web Semantics
Journal of Web Semantics 工程技术-计算机:人工智能
CiteScore
6.20
自引率
12.00%
发文量
22
审稿时长
14.6 weeks
期刊介绍: The Journal of Web Semantics is an interdisciplinary journal based on research and applications of various subject areas that contribute to the development of a knowledge-intensive and intelligent service Web. These areas include: knowledge technologies, ontology, agents, databases and the semantic grid, obviously disciplines like information retrieval, language technology, human-computer interaction and knowledge discovery are of major relevance as well. All aspects of the Semantic Web development are covered. The publication of large-scale experiments and their analysis is also encouraged to clearly illustrate scenarios and methods that introduce semantics into existing Web interfaces, contents and services. The journal emphasizes the publication of papers that combine theories, methods and experiments from different subject areas in order to deliver innovative semantic methods and applications.
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