A Comprehensive Trust Model Based on Social Relationship and Transaction Attributes
Joint Authors
Gong, Yonghua
Chen, Lei
Ma, Tinghuai
Source
Security and Communication Networks
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-11-12
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
The existing approaches to predict trust values in social commerce are based on personal social relationships without considering historical transaction information about products in social commerce, which results in false recommendations, and deceptions cannot be differentiated.
Trust values extracted from social links can improve the performance of trust and reputation mechanism, but the rates from these links in social commerce can be false because of the stakeholders’ manipulation for personal interest.
And the rates are also dynamic and inconsistent.
Therefore, this paper proposes a comprehensive trust model by fully exploiting the effects of the transaction attributes and social relationships on users’ trust.
The proposed model refines the granularity of trust evaluation and improves the discrimination of recommended information.
Experiments demonstrate that the proposed model performs better and predicts more accurately than the three models compared under the same circumstance.
American Psychological Association (APA)
Gong, Yonghua& Chen, Lei& Ma, Tinghuai. 2020. A Comprehensive Trust Model Based on Social Relationship and Transaction Attributes. Security and Communication Networks،Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1208875
Modern Language Association (MLA)
Gong, Yonghua…[et al.]. A Comprehensive Trust Model Based on Social Relationship and Transaction Attributes. Security and Communication Networks No. 2020 (2020), pp.1-10.
https://search.emarefa.net/detail/BIM-1208875
American Medical Association (AMA)
Gong, Yonghua& Chen, Lei& Ma, Tinghuai. A Comprehensive Trust Model Based on Social Relationship and Transaction Attributes. Security and Communication Networks. 2020. Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1208875
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208875