An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce Environment

Information management includes multimedia data management, knowledge management, collaboration, and agents, all of which are supporting technologies for XML. XML technologies have an impact on multimedia databases as well as collaborative technologies and knowledge management. That is, e-commerce d...

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Main Authors: Seong-Yong Hong, Sung-Joon Lee
Format: Article
Language:English
Published: Wiley 2015-01-01
Series:Modelling and Simulation in Engineering
Online Access:http://dx.doi.org/10.1155/2015/651428
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author Seong-Yong Hong
Sung-Joon Lee
author_facet Seong-Yong Hong
Sung-Joon Lee
author_sort Seong-Yong Hong
collection DOAJ
description Information management includes multimedia data management, knowledge management, collaboration, and agents, all of which are supporting technologies for XML. XML technologies have an impact on multimedia databases as well as collaborative technologies and knowledge management. That is, e-commerce documents are encoded in XML and are gaining much popularity for business-to-business or business-to-consumer transactions. Recently, the internet sites, such as e-commerce sites and shopping mall sites, deal with a lot of image and multimedia information. This paper proposes an intelligent web digital image information retrieval platform, which adopts XML technology for social curation commerce environment. To support object-based content retrieval on product catalog images containing multiple objects, we describe multilevel metadata structures representing the local features, global features, and semantics of image data. To enable semantic-based and content-based retrieval on such image data, we design an XML-Schema for the proposed metadata. We also describe how to automatically transform the retrieval results into the forms suitable for the various user environments, such as web browser or mobile device, using XSLT. The proposed scheme can be utilized to enable efficient e-catalog metadata sharing between systems, and it will contribute to the improvement of the retrieval correctness and the user’s satisfaction on semantic-based web digital image information retrieval.
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spelling doaj-art-ee626fe9f4af405bac6a02614f80c5212025-02-03T05:59:48ZengWileyModelling and Simulation in Engineering1687-55911687-56052015-01-01201510.1155/2015/651428651428An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce EnvironmentSeong-Yong Hong0Sung-Joon Lee1Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology (KAIST), Republic of KoreaDepartment of International Commerce, Woosong University, Daejeon, Republic of KoreaInformation management includes multimedia data management, knowledge management, collaboration, and agents, all of which are supporting technologies for XML. XML technologies have an impact on multimedia databases as well as collaborative technologies and knowledge management. That is, e-commerce documents are encoded in XML and are gaining much popularity for business-to-business or business-to-consumer transactions. Recently, the internet sites, such as e-commerce sites and shopping mall sites, deal with a lot of image and multimedia information. This paper proposes an intelligent web digital image information retrieval platform, which adopts XML technology for social curation commerce environment. To support object-based content retrieval on product catalog images containing multiple objects, we describe multilevel metadata structures representing the local features, global features, and semantics of image data. To enable semantic-based and content-based retrieval on such image data, we design an XML-Schema for the proposed metadata. We also describe how to automatically transform the retrieval results into the forms suitable for the various user environments, such as web browser or mobile device, using XSLT. The proposed scheme can be utilized to enable efficient e-catalog metadata sharing between systems, and it will contribute to the improvement of the retrieval correctness and the user’s satisfaction on semantic-based web digital image information retrieval.http://dx.doi.org/10.1155/2015/651428
spellingShingle Seong-Yong Hong
Sung-Joon Lee
An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce Environment
Modelling and Simulation in Engineering
title An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce Environment
title_full An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce Environment
title_fullStr An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce Environment
title_full_unstemmed An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce Environment
title_short An Intelligent Web Digital Image Metadata Service Platform for Social Curation Commerce Environment
title_sort intelligent web digital image metadata service platform for social curation commerce environment
url http://dx.doi.org/10.1155/2015/651428
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