语义网(web 3.0)及其应用、挑战、未来及其与物联网(IoT)的关系

Web Intell. Pub Date : 2022-09-22 DOI:10.3233/web-210491
Adeem Ali Anwar
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引用次数: 3

摘要

语义网(Web 3.0)是现有网络的一个进步,其中知识被赋予了明确定义的重要性,允许人和机器更好地操作。语义网是Web发展的下一步。语义网改进了需要生成、分发和链接材料的在线技术。在文献中,已经对语义网(web 3.0)进行了多次调查,但这些调查仅限于一些特定的主题。据我们所知,没有一项调查对语义网的应用、挑战和未来及其与物联网(IoT)的关系进行了全面的研究。以往的调查主要集中在Web 3.0,没有涉及到应用和挑战,或者只关注了Web 3.0的应用前景,只关注了挑战,或者只关注了Web 3.0与物联网或知识图谱的关系,而没有涉及到其他重要因素,即没有提供全面的Web 3.0调查。这篇调查论文涵盖了以前在同一领域的调查论文所产生的差距,并提供了关于web 3.0的全面调查,web 1.0, 2.0和3.0的比较,web 3.0的应用和挑战的研究,web 3.0与物联网和知识图谱的关系。此外,它还重点介绍了web和语义web的演变,并解释了语义web的各个层,本体工具和语义web工具及其比较和语义web服务搜索。尽管存在所有的缺点和挑战,语义网正在朝着正确的方向前进,它是网络的未来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey of semantic web (Web 3.0), its applications, challenges, future and its relation with Internet of things (IoT)
The Semantic Web (Web 3.0) is an advancement of the existing web in which knowledge is given well-defined importance, allowing people and machines to operate better. The Semantic Web is the next step in the evolution of the Web. The semantic web improves online technologies in need of generating, distributing, and linking material. In literature, multiple surveys have been done on the semantic web (Web 3.0), but those surveys are limited to some specific topics. According to the best of our understanding, none of the surveys provides a comprehensive study about the applications, challenges, and future of the semantic web along with its relationship with the Internet of things (IoT). The previous surveys focused on the Web 3.0 without touching on applications or challenges or focused on only the application prospect of the web 3.0, focused on the just the challenges, or focused on web 3.0 relationship with either internet of things or knowledge graphs but failed to touch the other important factors i.e., failed to provide comprehensive web 3.0 survey. This survey paper covers the gaps created from the previous survey papers in the same field and provides a comprehensive survey about web 3.0, a comparison between web 1.0, 2.0, and 3.0, the study of application and challenges in web 3.0, the relationship between web 3.0 with IoT and knowledge graph. Moreover, it focuses on the evolution of the web, and semantic web along with an explanation of the various layers, ontology tools, and semantic web tools with their comparison and semantic web service search. Despite all the shortcomings and challenges, the semantic web is moving in the right direction, and it is the future of the web.
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