基于BP神经网络的双语教学评价系统的设计与实现

Rao Hong, Hu Qing
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引用次数: 2

摘要

为了对双语教学过程进行评价,帮助学校及时获取学生反馈信息,建立了基于BP神经网络的双语教学评价系统。在对南昌大学双语教学过程进行调查分析的基础上,构建了由14个指标组成的评价指标体系。将14个评价指标作为输入节点,评价结果作为输出,构建评价网络系统,用样本数据进行训练。将训练好的网络应用于《C程序设计》和《数据库系统》两门课程的双语教学过程评价,验证了评价体系的有效性。利用JSP开发了综合评价系统,提高了系统的可用性和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and implementation of Bilingual Teaching Evaluation system based on BP neural network
In order to evaluate the bilingual instructing process and help the university acquire timely feedback information from students, a Bilingual Teaching Evaluation System based on BP neural network is established. Based on the investigation and analysis of the bilingual instructing process in Nanchang University, an evaluation index system is built, which consists of 14 indices. Take the 14 evaluation indices as the input nodes, the evaluated result as the output, construct the evaluation network system, which trained with the sample data. The trained network was applied to evaluate the bilingual instructing process of course “The C Programming” and “Database System”, which proves the validity of the evaluation system. The comprehensive evaluation system was developed by JSP, which improves the usability and the feasibility of the system.
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