BCSE: Blockchain-Based Trusted Service Evaluation Model over Big Data
The blockchain, with its key characteristics of decentralization, persistence, anonymity, and auditability, has become a solution to overcome the overdependence and lack of trust for a traditional public key infrastructure on third-party institutions. Because of these characteristics, the blockchain...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Tsinghua University Press
2022-03-01
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| Series: | Big Data Mining and Analytics |
| Subjects: | |
| Online Access: | https://www.sciopen.com/article/10.26599/BDMA.2020.9020028 |
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| _version_ | 1832568888756273152 |
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| author | Fengyin Li Xinying Yu Rui Ge Yanli Wang Yang Cui Huiyu Zhou |
| author_facet | Fengyin Li Xinying Yu Rui Ge Yanli Wang Yang Cui Huiyu Zhou |
| author_sort | Fengyin Li |
| collection | DOAJ |
| description | The blockchain, with its key characteristics of decentralization, persistence, anonymity, and auditability, has become a solution to overcome the overdependence and lack of trust for a traditional public key infrastructure on third-party institutions. Because of these characteristics, the blockchain is suitable for solving certain open problems in the service-oriented social network, where the unreliability of submitted reviews of service vendors can cause serious security problems. To solve the unreliability problems of submitted reviews, this paper first proposes a blockchain-based identity authentication scheme and a new trusted service evaluation model by introducing the scheme into a service evaluation model. The new trusted service evaluation model consists of the blockchain-based identity authentication scheme, evaluation submission module, and evaluation publicity module. In the proposed evaluation model, only users who have successfully been authenticated can submit reviews to service vendors. The registration and authentication records of users’ identity and the reviews for service vendors are all stored in the blockchain network. The security analysis shows that this model can ensure the credibility of users’ reviews for service vendors, and other users can obtain credible reviews of service vendors via the review publicity module. The experimental results also show that the proposed model has a lower review submission delay than other models. |
| format | Article |
| id | doaj-art-0752fe143fa848c28d8d4f80477d35f8 |
| institution | Kabale University |
| issn | 2096-0654 |
| language | English |
| publishDate | 2022-03-01 |
| publisher | Tsinghua University Press |
| record_format | Article |
| series | Big Data Mining and Analytics |
| spelling | doaj-art-0752fe143fa848c28d8d4f80477d35f82025-02-02T23:47:26ZengTsinghua University PressBig Data Mining and Analytics2096-06542022-03-015111410.26599/BDMA.2020.9020028BCSE: Blockchain-Based Trusted Service Evaluation Model over Big DataFengyin Li0Xinying Yu1Rui Ge2Yanli Wang3Yang Cui4Huiyu Zhou5School of Computer Science, Qufu Normal University, Rizhao 276826, ChinaSchool of Computer Science, Qufu Normal University, Rizhao 276826, ChinaSchool of Computer Science, Qufu Normal University, Rizhao 276826, ChinaSchool of Computer Science, Qufu Normal University, Rizhao 276826, ChinaSchool of Computer Science, Qufu Normal University, Rizhao 276826, ChinaSchool of Informatics, University of Leicester, Leicester, LE1 7RH, UKThe blockchain, with its key characteristics of decentralization, persistence, anonymity, and auditability, has become a solution to overcome the overdependence and lack of trust for a traditional public key infrastructure on third-party institutions. Because of these characteristics, the blockchain is suitable for solving certain open problems in the service-oriented social network, where the unreliability of submitted reviews of service vendors can cause serious security problems. To solve the unreliability problems of submitted reviews, this paper first proposes a blockchain-based identity authentication scheme and a new trusted service evaluation model by introducing the scheme into a service evaluation model. The new trusted service evaluation model consists of the blockchain-based identity authentication scheme, evaluation submission module, and evaluation publicity module. In the proposed evaluation model, only users who have successfully been authenticated can submit reviews to service vendors. The registration and authentication records of users’ identity and the reviews for service vendors are all stored in the blockchain network. The security analysis shows that this model can ensure the credibility of users’ reviews for service vendors, and other users can obtain credible reviews of service vendors via the review publicity module. The experimental results also show that the proposed model has a lower review submission delay than other models.https://www.sciopen.com/article/10.26599/BDMA.2020.9020028social networktrusted service evaluation modelblockchainidentity authentication |
| spellingShingle | Fengyin Li Xinying Yu Rui Ge Yanli Wang Yang Cui Huiyu Zhou BCSE: Blockchain-Based Trusted Service Evaluation Model over Big Data Big Data Mining and Analytics social network trusted service evaluation model blockchain identity authentication |
| title | BCSE: Blockchain-Based Trusted Service Evaluation Model over Big Data |
| title_full | BCSE: Blockchain-Based Trusted Service Evaluation Model over Big Data |
| title_fullStr | BCSE: Blockchain-Based Trusted Service Evaluation Model over Big Data |
| title_full_unstemmed | BCSE: Blockchain-Based Trusted Service Evaluation Model over Big Data |
| title_short | BCSE: Blockchain-Based Trusted Service Evaluation Model over Big Data |
| title_sort | bcse blockchain based trusted service evaluation model over big data |
| topic | social network trusted service evaluation model blockchain identity authentication |
| url | https://www.sciopen.com/article/10.26599/BDMA.2020.9020028 |
| work_keys_str_mv | AT fengyinli bcseblockchainbasedtrustedserviceevaluationmodeloverbigdata AT xinyingyu bcseblockchainbasedtrustedserviceevaluationmodeloverbigdata AT ruige bcseblockchainbasedtrustedserviceevaluationmodeloverbigdata AT yanliwang bcseblockchainbasedtrustedserviceevaluationmodeloverbigdata AT yangcui bcseblockchainbasedtrustedserviceevaluationmodeloverbigdata AT huiyuzhou bcseblockchainbasedtrustedserviceevaluationmodeloverbigdata |