An Introduction to Topic Modeling Using the Latent Dirichlet Allocation in Educational Research: Potential Applications and Limitations

Author(s):

Ober, Teresa M.; Flor, Michael; Ling, Guangming

Publication Year:

2025

Source:

Swe Khine, Myint (ed.) Text Mining in Educational Research: Topic Modeling and Latent Dirichlet Allocation. Singapore, Springer, 2024, p5-24

Document Type:

Chapter

Page Count:

20

Subject/Key Words:

Latent Dirichlet Allocation, Text Mining, Bayesian Hierarchical Model, Online Assessment, Topic Modeling

Read More

• https://doi.org/10.1007/978-981-97-7858-4_2