Leveraging cloud computing for the semantic web: review and trends

Abstract

Semantic and Cloud Computing technologies have become vital elements for developing and deploying solutions across diverse fields in computing. While they are independent of each other, they can be integrated in diverse ways for developing solutions and this has been significantly explored in recent times. With the migration of web-based data and applications to cloud platforms and the evolution of the web itself from a social, web 2.0 to a semantic, web 3.0 comes the convergence of both technologies. While several concepts and implementations have been provided regarding interactions between the two technologies from existing research, without an explicit classification of the modes of interaction, it can be quite challenging to articulate the interaction modes, hence building upon them can be a very daunting task. Hence, this research identifies and describes the modes of interaction between them. Furthermore, a "cloud-driven" interaction mode which focuses on fully maximising cloud computing characteristics and benefits for driving the semantic web is described; providing an approach for evolving the semantic web and delivering automated semantic annotation on a large-scale to web applications.

Library Document Resource Construction and Data Sharing Based on Semantic Web Technology

“…Semantic portal reveals the deep-seated relationship between the information contents through ontology and realizes the semantic retrieval and browsing of information through relevant semantic technology standards [7,8]. Traditional portal is a labor-intensive process when building rich structured hypertext, while semantic portal hopes to establish a highly interconnected content collection through automatic or semi-automatic tool package [9,10]. Ontology is an effective means to represent domain conceptual model and structured domain knowledge proposed in the context of semantic web technology.…”

Applications of Big Data in Media Organizations

“…In short, the exploitation of ST provides to the content of the Web a commonly accepted structure, an explicit and comprehensible description and consensus that facilitates dataset sharing, querying, reuse, and integration (Rhayem et al 2020). Their overall purpose is to provide a means for computers to understand data from a human point of view and process them accordingly (Adedugbe et al 2020).…”

Efficiency of Semantic Web Implementation on Cloud Computing: A Review

“…Figure1: The stack of semantic web technologies [48] The Semantic Online focuses on the use of semantical technology to offer web documents with information about the records and data, employing ontology and semantical graph data bases. Semantic-web database annotation also means that these records can be interpreted and analyzed by computers, thus increasing the efficient and effective usage of web-based documents [49][50][51].…”

“…The semantic web technology stack, as shown in Figure1, is a wide variety of technologies and standards. They are employed during the creation of a semantic web for a range of functions and may be described as follows [48]:…”