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A New Service Selection Method Based on Service Depository Relevance

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Trusted Computing and Information Security (CTCIS 2017)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 704))

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Abstract

In view of the current service selection method, the service attribute of the service requester itself and the service selection method based on collaborative filtering are not considered. The paper will combine the filtering technology with the trust measurement method. According to the service requestor’s personality attribute characteristics of the service selection process, the introduction of the user (service requestor) relevance, and calculate the recommended credibility, the use of analytic hierarchy process to determine the weight of the service reputation value. A Trusted Service Selection Model Based on Collaborative Filtering. The simulation results show that the proposed method can effectively avoid the malicious attacks of service providers and improve the efficiency of service selection.

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References

  1. Li, M., Zhao, J., Wang, L.: CoWs: an internet-enriched and quality-aware web services search engine. In: 2011 IEEE International Conference on Web Services, Washington, DC, pp. 419–427 (2011)

    Google Scholar 

  2. Hu, J., Li, J., Liao, G.: A multi-QoS based local optimal model of service selection. Chin. J. Comput. 33(3), 526–534 (2010)

    Article  Google Scholar 

  3. Jiang, W., Zhang, L., Wang, P.: Research on grid resource scheduling algorithm based on MAS cooperative bidding game. Sci. China F 52(8), 1302–1320 (2009)

    Article  Google Scholar 

  4. Wang, H.M., Yin, G., Xie, B., et al.: Research on network-based large-scale collaborative development and evolution of trustworthy software. Sci. Sin. Inf. 44, 1–19 (2014)

    Google Scholar 

  5. Tao, Q., Chang, H.Y., Gu, C.Q., et al.: A novel prediction approach for trustworthy QoS of web services. Expert Syst. Appl. 39(3), 3676–3681 (2012)

    Article  Google Scholar 

  6. Ding, Y., Wang, H., Shi, P., et al.: Trusted cloud service. Chin. J. Comput. 38(1), 133–149 (2015)

    MathSciNet  Google Scholar 

  7. Jiang, W., Xu, Y., Guo, H., Zhang, L.: Dynamic trust calculation model and credit management mechanism of online transaction. Sci. China F Inf. Sci. 44(9), 1084–1101 (2014). https://doi.org/10.1360/N112013-00202

    Google Scholar 

  8. Zhang, S.B., Xu, C.X.: Study on the trust evaluation approach based on cloud model. Chin. J. Comput. 36(2), 422–431 (2013)

    Article  Google Scholar 

  9. Jiang, W.J., Zhong, L., Zhang, L.M., Shi, D.J.: Dynamic cooperative multi-agent model of complex system based-on sequential action’ logic. Chin. J. Comput. 36(5), 115–1124 (2013)

    Google Scholar 

  10. Lim, S.L., Finkelstein, A.: StakeRare: using social networks and collaborative filtering for large-scale requirements elicitation. IEEE Trans. Softw. Eng. 38(3), 707–735 (2012)

    Article  Google Scholar 

  11. Xu, J., Si, G.N., Yang, J.F., et al.: An internetware dependable entity model and trust measurement based on evaluation. Sci. Sin. Inf. 43, 108–125 (2013)

    Google Scholar 

  12. Li, L.H., Zhang, J.P., Yang, J.: Based time-series aware of social network nodes set context aggregation method. Sci. Sin. Inf. 43, 1079–1095 (2013)

    Google Scholar 

  13. Jiang, W.: Dynamic Modeling and Quantification Trust More Research Methods Agent, p. 6. Science Press, Beijing (2014)

    Google Scholar 

  14. Wang, J., Li, S.-J., Yang, S., Jin, H., Yu, W.: A new transfer learning model for cross-domain recommendation. Chin. J. Comput. 40(33), 1–15 (2017). Online publication number

    Google Scholar 

  15. Zhang, W.-L., Guo, B., Shen, Y., et al.: Computation offloading on intelligent mobile terminal. Chin. J. Comput. 39(5), 1021–1038 (2016)

    MathSciNet  Google Scholar 

Download references

Acknowledgments

This work was supported by the National Natural Science Foundation of China (61472136; 61772196), the Hunan Provincial Focus Social Science Fund (2016ZBB006) and Hunan Provincial Social Science Achievement Review Committee results appraisal identification project (Xiang social assessment 2016JD05).

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Authors and Affiliations

  1. School of Computer and Information Engineering, Hunan University of Commerce, Changsha, 410205, China

    WeiJin Jiang & YuHui Xu

  2. Electronic Information Engineering Department, Changsha Normal University, Changsha, 410100, China

    WeiJin Jiang

  3. School of Computer Science and Technology, Wuhan University of Technology, Wuhan, China

    WeiJin Jiang

Authors
  1. WeiJin Jiang
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  2. YuHui Xu
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Corresponding author

Correspondence to YuHui Xu .

Editor information

Editors and Affiliations

  1. National University of Defense Technology, Changsha, China

    Ming Xu

  2. Hunan University, Changsha, Hunan, China

    Zheng Qin

  3. Wuhan University, Wuhan, China

    Fei Yan

  4. National University of Defense Technology, Changsha, Hunan, China

    Shaojing Fu

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Jiang, W., Xu, Y. (2017). A New Service Selection Method Based on Service Depository Relevance. In: Xu, M., Qin, Z., Yan, F., Fu, S. (eds) Trusted Computing and Information Security. CTCIS 2017. Communications in Computer and Information Science, vol 704. Springer, Singapore. https://doi.org/10.1007/978-981-10-7080-8_7

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  • DOI: https://doi.org/10.1007/978-981-10-7080-8_7

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-7079-2

  • Online ISBN: 978-981-10-7080-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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