Research Article

Development Assessment of Higher Education System Based on TOPSIS-Entropy, Hopfield Neural Network, and Cobweb Model

Table 2

Comprehensive evaluation results obtained by TOPSIS and the entropy weight method.

First level indicatorsSecondary indicatorsWeightEntropy

Infrastructure factorsNumber of institutions of higher learning0.0750.95
Number of teachers in institutions of higher learning0.220.86

Educational equity factorsGender ratio of college students0.270.83
Share of teachers between private and public universities0.060.96
Higher education enrollment rate0.110.93

Teaching quality factorsGraduate quality0.060.96
Postgraduate rate0.070.95
Government expenditure on higher education (% of GDP)0.060.96

Scientific research level factorsNumber of scientific researchers (per million people)0.060.96
Number of high-quality scientific research articles output0.060.96
Scientific research expenditure (% of GDP)0.060.96