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Research on the Prediction of the E-commerce Profit Based on the Improved Parallel PSO-LSSVM Algorithm in Cloud Computing Environment

원문정보

초록

영어

E-commerce is a cyber, electronic and informational business activities. Electronic commerce has been developing rapidly in recent years in China. Cloud computing provides a new idea for the development of electronic commerce. In practice, cloud computing also has a very good combination of e-commerce. To predict the profit of electronic commerce can find the existing problems, grasp the development trend, and make better management of electronic commerce. In this paper, we study the profit prediction of electronic commerce. Then, we propose an improved parallel PSO-LSSVM algorithm, and use this algorithm to predict the benefits of electronic commerce. Experimental results show that the proposed algorithm is effective and reliable.

목차

Abstract
 1. Introduction
 2. Cloud Computing
 3. The Improved Parallel Algorithm
  3.1. PSO
  3.2 LSSVM
  3.3 Improved Parallel PSO-LSSVM Algorithm
 4. Experiment
 5. Conclusion
 References

저자정보

  • Zhihui Fu Department of Information Technology, Zhejiang Business College, Hangzhou, China

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