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Trust evaluation of multimedia documents based on extended provenance model in social semantic web.

Authors :
Bok, Kyoungsoo
Yoon, Sangwon
Yoo, Jaesoo
Source :
Multimedia Tools & Applications; Oct2019, Vol. 78 Issue 20, p28681-28702, 22p
Publication Year :
2019

Abstract

Recently, the importance of social semantic web, which is a combination of the semantic web and the social web, has been increasing with active data creation and sharing through the Web. In this paper, we proposes a provenance based trust evaluation scheme of multimedia documents by extending the PROV data model in social semantic web. The proposed scheme extends the PROV data model of W3C to manage the provenance and evaluate the trust of multimedia documents in a social semantic web environment. The trust of multimedia documents is evaluated by considering the agent trust, source document trust, and reputation score of current document. The evaluated trust is managed as provenance information, and when users request a query, the query results are generated by considering trust. To verify the validity of the proposed scheme, the trust is compared and evaluated using SPARQL queries. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
SEMANTIC Web
TRUST
DATA modeling

Details

Language :
English
ISSN :
13807501
Volume :
78
Issue :
20
Database :
Complementary Index
Journal :
Multimedia Tools & Applications
Publication Type :
Academic Journal
Accession number :
138579166
Full Text :
https://doi.org/10.1007/s11042-018-6243-7