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XinXiu Yang – International Journal of Information and Communication Technology Education, 2024
The objective of this work is to predict the employment rate of students based on the information in the SSM (student status management) in colleges and universities. Firstly, the relevant content of SSM is introduced. Secondly, the BP (Back Propagation) neural network, the LM (Levenberg Marquardt) algorithm, and the BR (Bayesian Regularization)…
Descriptors: Prediction, Employment Patterns, College Students, Algorithms
Montrosse, Bianca Elizabeth; Young, Christopher J. – Teacher Education and Special Education, 2012
Since 1988, researchers have monitored the extent and severity of the chronic special education (SE) faculty shortage. The present study sought to add to this knowledge base by (a) gathering data on the supply and demand of leadership personnel in SE since the "2001 Faculty Shortage Study"; (b) combining and comparing these data with other sources…
Descriptors: Evidence, Supply and Demand, Doctoral Programs, Labor Market

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