Tools and Methods of Educational Data Mining: a Review

EasyChair Preprint 9763

Abstract

For the goal of performing educational data mining (EDM) research, a wide range of tools have
arisen in recent years. We intend to highlight some of the most popular, easily accessible, ad
effective tools for researchers interested in performing EDM research in this article. We will
highlight how useful these tools are for the standard data pretreatment and analysis processes in a
research project, as well as other specific details like price and usability. We will also highlight
specialized tools in the subject, such as text analysis, social network analysis, and data
visualization tools. Finally, we'll talk about how critical it is to become familiar with a variety of
tools.

Keyphrases: Educational Data Mining, clustering methods, data analysis tools, educational technology

@booklet{EasyChair:9763,
  author    = {Pushpita Chakrabarty and Koushik Halder and Pravakar Rao},
  title     = {Tools and Methods of Educational Data Mining: a Review},
  howpublished = {EasyChair Preprint 9763},
  year      = {EasyChair, 2023}}