Study on the Evaluation of Scientific Research Achievements Based on the BP Neural Network

Abstract:

The scientific research achievements are evaluated based on the BP neural network method which is developed in this paper. According to the analysis and consult with the well-known experts, set up the evaluation index system of scientific research achievements, and based on it, the BP neural network model which is used to evaluate the scientific research achievements is established. Through an actual example, in order to improve the solution efficiency, use the Matlab software to solve the model and get the evaluation result of the scientific research achievements in the example. The evaluation result has high accuracy and could meet the basic actual needs. The evaluation method which is set up in this paper will benefit to our country's evaluation index system of the scientific research achievements and will promote the development of evaluation methods of the scientific research achievements.

• Periodical: Applied Mechanics and Materials (Volumes 170-173)
• Pages: 3436-3439
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.170-173.3436
• Online since: May 2012
• Authors: Xiao Hui Hou, Lei Huang, Xue Fei Li
• Keywords: BP Neural Network Method, Evaluation, Index System, Scientific Research Achievements

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