University Academic Performance Development Prediction Based on TDA

• Published in: Entropy (Basel, Switzerland) Vol. 25; no. 1; p. 24
• Main Authors: Yu, Daohua, Zhou, Xin, Pan, Yu, Niu, Zhendong, Yuan, Xu, Sun, Huafei
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 23.12.2022; MDPI
• Subjects: Academic achievement; Colleges & universities; Data analysis; Data processing; Deep learning; Feature extraction; Markov analysis; Markov chain; Markov chains; short time series analysis; Statistical methods; Time series; topological data analysis; university academic performance; Markov chain; short time series analysis; university academic performance; topological data analysis

With the rapid development of higher education, the evaluation of the academic growth potential of universities has received extensive attention from scholars and educational administrators. Although the number of papers on university academic evaluation is increasing, few scholars have conducted re...