Construction of the College Counselor Network Education Evaluation System based on the BP Neural Network Model
Chang Ming Yu
Journal of Information Technology Review, Vol. 16, No. 1, 2025.
DOI: https://doi.org/10.6025/jitr/2025/16/1/1-10
Link: https://www.dline.info/jitr/fulltext/v16n1/jitrv16n1_1.pdf
Abstract:
Education is an important component of the education system for college students and a key link in cultivating
core socialist values. Under the influence of Internet applications, college students are more susceptible to
various ideological and value influences. Colleges and universities continuously innovate and reform the ideological
and political education model to strengthen studentsâ€™ education. However, traditional evaluation methods
cannot comprehensively and effectively assess the effectiveness of new educational models. Therefore, this
paper constructs a college counselor network ideological and political education evaluation model based on
the BP neural network and introduces the GA algorithm to optimize the model. Experimental results show that
the model has good performance stability, with a small error between educational and actual results, and can
derive a scientific evaluation grade based on the results.