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A new reputation Algorithm for Evaluating Trustworthiness in E-commerce Context


 
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1. Title Title of document A new reputation Algorithm for Evaluating Trustworthiness in E-commerce Context
 
2. Creator Author's name, affiliation, country Hasnae Rahimi; ENSIAS, Mohammed V University - Souissi; Morocco
 
2. Creator Author's name, affiliation, country Hanan El Bakkali; ENSIAS, Mohammed V University - Souissi; Morocco
 
3. Subject Discipline(s)
 
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4. Description Abstract Dealing with the ever-growing content generated by users in the e-commerce applications, Trust Reputation Systems (TRS) are widely used online to provide the trust reputation of each product using the customers’ ratings. However, there is also a good number of online customer reviews and feedback that must be used by the TRS. As a result, we propose in this work a new architecture for TRS in e-commerce application which includes feedback’ mining in order to calculate reputation scores. This architecture is based on an intelligent layer that proposes to each user (i.e. “feedback provider”) who has already given his recommendation, a collection of prefabricated feedback to like or dislike. Then the proposed reputation algorithm calculates the trust degree of the user, the feedback’s trustworthiness and generates the global reputation score of the product according to his ‘likes’ and ‘dislikes’. In this work, we present also a state of the art of text mining tools and algorithms that can be used to generate the prefabricated feedback and to classify them into different categories.
 
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6. Contributor Sponsor(s)
 
7. Date (YYYY-MM-DD) 2014-12-10
 
8. Type Status & genre Peer-reviewed Article
 
8. Type Type
 
9. Format File format PDF
 
10. Identifier Uniform Resource Identifier https://www.revue-eti.net/index.php/eti/article/view/6
 
11. Source Title; vol., no. (year) Electronic Journal of Information Technology; Issue 7
 
12. Language English=en en
 
13. Relation Supp. Files
 
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15. Rights Copyright and permissions Copyright (c) 2014 Hasnae Rahimi, Hanan El Bakkali
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.