Context-Aware Personalization Recommendation of Web Services

Abstract:

Web service selection has been a hot research area in recent years. In order to improve users satisfaction of service selection, optimization algorithm and recommendation algorithm have been used in the web service selection process. This paper uses context information in selecting and implementing process of Web services recommendation to make the recommendation result more accurate. According to different users different requests, combining with contexts obtained from environment, we give matching recommendation strategy suitable for the current situation, personalize the recommendation process and make it possible to improve the accuracy of the recommendation result.

• Periodical: Advanced Materials Research (Volumes 765-767)
• Pages: 1490-1493
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.765-767.1490
• Online since: September 2013
• Authors: Qiang Dong, Xiu Guo Zhang, Yuan Yuan, Ting Ting Han, Zhi Yi Zhu
• Keywords: Context-Aware, Service Recommendation, Service Selection, Web Service

References

[1] Z. Zheng, et al: WSRec: a collaborative filtering based web service recommendation system, Proc. 7th International Conference on Web Services (ICWS 2009), pp.437-444, (2009).

DOI: 10.1109/icws.2009.30

[2] L. Shao, et al, and H. Mei: Personalised QoS prediction for web services via collaborative filtering, Proc. 5th International Conference on Web Services (ICWS 2007), pp.439-446, (2007).

DOI: 10.1109/icws.2007.140

[3] W. Rong, et al: Personalised web service ranking via user group combining association rule, Proc. 7th International Conference on Web Services (ICWS 2009), pp.445-452, (2009).

DOI: 10.1109/icws.2009.113

[4] L. Kuang, Y.J. Xia, Y.X. Mao: Personalized services recommendation based on context-aware QoS prediction, Source: Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012, pp.400-406.

DOI: 10.1109/icws.2012.12

[5] X. Chen, et al: Regionknn: A scalable hybrid collaborative filtering algorithm for personalized web service recommendation, Web Services (ICWS), 2010 IEEE International Conference on. IEEE, (2010).

DOI: 10.1109/icws.2010.27

[6] H.K. Zhu, X.L. YU: Research on recommendation of Web services based on QoS execution information, Computer Engineering and Applications，2010, 46(18): 237-239.

[7] H. Xiao, Y. Zou, Ng, et al: An Approach for Context-Aware Service Discovery and Recommendation, Web Services (ICWS), 2010 IEEE International Conference on , vol., no., pp.163-170, 5-10 July (2010).

DOI: 10.1109/icws.2010.95

[8] J. Pan, F. Xu, J. Lü: Reputation-Based Recommender Discovery Approach for Service Selection [J]. , Journal of Software, 2010, 02: 388-400.

DOI: 10.3724/sp.j.1001.2010.03791

[9] Kim, Jong-Hun, et al.: Personal History Based Recommendation Service System with Collaborative Filtering, Advanced Software Engineering and Its Applications, 2008. IEEE, (2008).

DOI: 10.1109/asea.2008.56