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portada Data mining methods for education research
Type
Physical Book
Publisher
Language
Inglés
Pages
236
Format
Paperback
Dimensions
22.9 x 15.2 x 1.3 cm
Weight
0.32 kg.
ISBN13
9789336138496

Data mining methods for education research

Rosa S. Aleman (Author) · Rosa S. Aleman · Paperback

Data mining methods for education research - Aleman, Rosa S.

Physical Book

£ 24.27

  • Condition: New
Origin: U.S.A. (Import costs included in the price)
It will be shipped from our warehouse between Friday, July 19 and Friday, July 26.
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Synopsis "Data mining methods for education research"

Despite some theoretical promise, it is unclear whether rule induction data mining approaches(e.g., classification trees and association rules) add methodological value to "orthodox" education research, i.e., research unrelated to computer-based education. To better understand whether and how rule induction methods could be useful to education researchers, I explored whether they, relative to regression approaches, (1) improve classification accuracy, and/or (2) offer new avenues of explanation. Additionally, I aimed to illustrate a practical and principled way to use the various rule induction approaches so researchers can more easily choose to use it.

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