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A semantic web technology index

Semantic web (SW) technology has been widely applied to many domains such as medicine, health care, finance, geology. At present, researchers mainly rely on their experience and preferences to develop and evaluate the work of SW technology. Although the general architecture (e.g., Tim Berners-Lee’s...

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Autores principales: Lan, Gongjin, Liu, Ting, Wang, Xu, Pan, Xueli, Huang, Zhisheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901930/
https://www.ncbi.nlm.nih.gov/pubmed/35256665
http://dx.doi.org/10.1038/s41598-022-07615-4
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author Lan, Gongjin
Liu, Ting
Wang, Xu
Pan, Xueli
Huang, Zhisheng
author_facet Lan, Gongjin
Liu, Ting
Wang, Xu
Pan, Xueli
Huang, Zhisheng
author_sort Lan, Gongjin
collection PubMed
description Semantic web (SW) technology has been widely applied to many domains such as medicine, health care, finance, geology. At present, researchers mainly rely on their experience and preferences to develop and evaluate the work of SW technology. Although the general architecture (e.g., Tim Berners-Lee’s Semantic Web Layer Cake) of SW technology was proposed many years ago and has been well-known, it still lacks a concrete guideline for standardizing the development of SW technology. In this paper, we propose an SW technology index to standardize the development for ensuring that the work of SW technology is designed well and to quantitatively evaluate the quality of the work in SW technology. This index consists of 10 criteria that quantify the quality as a score of [Formula: see text] . We address each criterion in detail for a clear explanation from three aspects: (1) what is the criterion? (2) why do we consider this criterion and (3) how do the current studies meet this criterion? Finally, we present the validation of this index by providing some examples of how to apply the index to the validation cases. We conclude that the index is a useful standard to guide and evaluate the work in SW technology.
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spelling pubmed-89019302022-03-09 A semantic web technology index Lan, Gongjin Liu, Ting Wang, Xu Pan, Xueli Huang, Zhisheng Sci Rep Article Semantic web (SW) technology has been widely applied to many domains such as medicine, health care, finance, geology. At present, researchers mainly rely on their experience and preferences to develop and evaluate the work of SW technology. Although the general architecture (e.g., Tim Berners-Lee’s Semantic Web Layer Cake) of SW technology was proposed many years ago and has been well-known, it still lacks a concrete guideline for standardizing the development of SW technology. In this paper, we propose an SW technology index to standardize the development for ensuring that the work of SW technology is designed well and to quantitatively evaluate the quality of the work in SW technology. This index consists of 10 criteria that quantify the quality as a score of [Formula: see text] . We address each criterion in detail for a clear explanation from three aspects: (1) what is the criterion? (2) why do we consider this criterion and (3) how do the current studies meet this criterion? Finally, we present the validation of this index by providing some examples of how to apply the index to the validation cases. We conclude that the index is a useful standard to guide and evaluate the work in SW technology. Nature Publishing Group UK 2022-03-07 /pmc/articles/PMC8901930/ /pubmed/35256665 http://dx.doi.org/10.1038/s41598-022-07615-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Lan, Gongjin
Liu, Ting
Wang, Xu
Pan, Xueli
Huang, Zhisheng
A semantic web technology index
title A semantic web technology index
title_full A semantic web technology index
title_fullStr A semantic web technology index
title_full_unstemmed A semantic web technology index
title_short A semantic web technology index
title_sort semantic web technology index
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901930/
https://www.ncbi.nlm.nih.gov/pubmed/35256665
http://dx.doi.org/10.1038/s41598-022-07615-4
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