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A Survey on Personal Data Cloud

Personal data represent the e-history of a person and are of great significance to the person, but they are essentially produced and governed by various distributed services and there lacks a global and centralized view. In recent years, researchers pay attention to Personal Data Cloud (PDC) which a...

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Detalles Bibliográficos
Autores principales: Wang, Jiaqiu, Wang, Zhongjie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138938/
https://www.ncbi.nlm.nih.gov/pubmed/25165753
http://dx.doi.org/10.1155/2014/969150
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author Wang, Jiaqiu
Wang, Zhongjie
author_facet Wang, Jiaqiu
Wang, Zhongjie
author_sort Wang, Jiaqiu
collection PubMed
description Personal data represent the e-history of a person and are of great significance to the person, but they are essentially produced and governed by various distributed services and there lacks a global and centralized view. In recent years, researchers pay attention to Personal Data Cloud (PDC) which aggregates the heterogeneous personal data scattered in different clouds into one cloud, so that a person could effectively store, acquire, and share their data. This paper makes a short survey on PDC research by summarizing related papers published in recent years. The concept, classification, and significance of personal data are elaborately introduced and then the semantics correlation and semantics representation of personal data are discussed. A multilayer reference architecture of PDC, including its core components and a real-world operational scenario showing how the reference architecture works, is introduced in detail. Existing commercial PDC products/prototypes are listed and compared from several perspectives. Five open issues to improve the shortcomings of current PDC research are put forward.
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spelling pubmed-41389382014-08-27 A Survey on Personal Data Cloud Wang, Jiaqiu Wang, Zhongjie ScientificWorldJournal Review Article Personal data represent the e-history of a person and are of great significance to the person, but they are essentially produced and governed by various distributed services and there lacks a global and centralized view. In recent years, researchers pay attention to Personal Data Cloud (PDC) which aggregates the heterogeneous personal data scattered in different clouds into one cloud, so that a person could effectively store, acquire, and share their data. This paper makes a short survey on PDC research by summarizing related papers published in recent years. The concept, classification, and significance of personal data are elaborately introduced and then the semantics correlation and semantics representation of personal data are discussed. A multilayer reference architecture of PDC, including its core components and a real-world operational scenario showing how the reference architecture works, is introduced in detail. Existing commercial PDC products/prototypes are listed and compared from several perspectives. Five open issues to improve the shortcomings of current PDC research are put forward. Hindawi Publishing Corporation 2014 2014-08-05 /pmc/articles/PMC4138938/ /pubmed/25165753 http://dx.doi.org/10.1155/2014/969150 Text en Copyright © 2014 J. Wang and Z. Wang. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Wang, Jiaqiu
Wang, Zhongjie
A Survey on Personal Data Cloud
title A Survey on Personal Data Cloud
title_full A Survey on Personal Data Cloud
title_fullStr A Survey on Personal Data Cloud
title_full_unstemmed A Survey on Personal Data Cloud
title_short A Survey on Personal Data Cloud
title_sort survey on personal data cloud
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138938/
https://www.ncbi.nlm.nih.gov/pubmed/25165753
http://dx.doi.org/10.1155/2014/969150
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