Towards Cloud Driven Semantic Annotation

Oluwasegun A. Adedugbe, E. Benkhelifa, R. Campion
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引用次数: 3

Abstract

Semantic Web Technologies have been an active research area for some time and they are concerned with the development of technological concepts and artefacts that can drive the much elusive semantic web. The idea of a semantic web is a web which comprises of data with well-defined meaning. It is also a web that is context-aware in nature, whereby web documents are easily understandable and able to be processed by machines based on the underlying meaning provided for the documents by making use of annotation data (i.e. metadata). While several concepts have been proposed to drive the semantic web, none has so far demonstrated potentials to transform the current Web 2.0 to a truly semantic Web 3.0. With the advent of diverse technological innovations such as internet of things, cloud computing, big data analytics, etc. it is pertinent to review the state-of-the-art for semantic annotation and how it can be impacted by any of these technologies. This paper provides a review of semantic annotation state-of-the-art and how cloud computing as a paradigm can impact on it.
迈向云驱动的语义标注
语义网技术一直是一个活跃的研究领域,它们关注的是技术概念和人工制品的发展,这些技术概念和人工制品可以驱动难以捉摸的语义网。语义网的概念是一个由意义明确的数据组成的网络。它也是一个本质上具有上下文感知的网络,因此网络文档很容易理解,并且可以由机器根据使用注释数据(即元数据)为文档提供的潜在含义进行处理。虽然已经提出了几个概念来推动语义网,但到目前为止,还没有一个概念显示出将当前的web 2.0转变为真正的语义web 3.0的潜力。随着物联网、云计算、大数据分析等各种技术创新的出现,回顾语义注释的最新进展以及这些技术对语义注释的影响是有意义的。本文回顾了语义注释的最新进展,以及云计算作为一种范式如何对其产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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