Student engagement research trends of past 10 years: A machine learning-based analysis of 42,000 research articles

Author:

Gurcan FatihORCID,Erdogdu Fatih,Cagiltay Nergiz Ercil,Cagiltay Kursat

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Education

Reference52 articles.

1. Astin, A. W. (1984). Student involvement: A developmental theory for higher education. Journal of College Student Development, 25(4), 297–308.

2. Blei, D. M. (2012). Probabilistic topic models. Communications of the ACM, 55(4), 77–84.

3. Blei, D. M., & Lafferty, J. D. (2007). Correction: A correlated topic model of science. The Annals of Applied Statistics, 1(2), 634–634. https://doi.org/10.1214/07-aoas136

4. Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Blei et al., 2003 - Latent Dirichlet Allocation. Journal of Machine Learning Research, 3(4/5), 993–1022.

5. Bond, M. (2020). Facilitating student engagement through the flipped learning approach in K-12: A systematic review. Computers and Education. https://doi.org/10.1016/j.compedu.2020.103819

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