International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | India | Volume 2 Issue 12, December 2013

An Effective Method to Predict the Accuracy of QoS by Using User Acceptance Rate

Saradhambal. G, Priya Radhika Devi. T

In web services the effective QoS-based approach to service recommendation is becoming more and more important. The Performance in existing is not satisfactory even when the service recommendation is studied in recent literature 1) previous recommender systems are all black boxes providing limited information on the performance of the service candidates 2) previous approaches fail to consider the QoS variance according to users locations. In this project, for large scale web service recommendation a collaborative filtering is designed. This approach employs the characteristic of QoS and achieves considerable improvement on the recommendation accuracy compared with previous approach. To help service users better understand the rationale of the recommendation and remove some of the mystery, a recommendation visualization technique to show how a recommendation is grouped with other choices. Comprehensive experiments are conducted using more than 1.5 million QoS records of real-world web service invocations. The experimental results show the efficiency and effectiveness of our approach.

Keywords: Service recommendation, QoS, collaborative filtering, self-organizing map, visualization

Edition: Volume 2 Issue 12, December 2013

Pages: 338 - 343


How to Cite this Article?

Saradhambal. G, Priya Radhika Devi. T, "An Effective Method to Predict the Accuracy of QoS by Using User Acceptance Rate", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=02013642, Volume 2 Issue 12, December 2013, 338 - 343

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