Text Mining in Educational Research
Gebundenes Buch

Text Mining in Educational Research

Topic Modeling and Latent Dirichlet Allocation

Herausgegeben: Khine, Myint Swe
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This edited book consolidates and documents recent research on topic modeling in text mining using Latent Dirichlet Allocation (LDA). Written by leading experts in topic modeling, it covers a wide range of areas, such as theory building, systematic research, and innovative applications. This book offers a thorough exploration of the latest advancements in topic modeling. From identifying issues in unstructured text data to categorizing documents and extracting valuable insights, the book provides practical use of LDA as a powerful tool in qualitative and quantitative research. The chapters dis...