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Focusing on the challenges of academic retention in higher education, this work explores how educational data mining can aid in understanding and preventing retention issues. Through a systematic literature review, it identifies key data mining techniques and tools relevant to this context, while also highlighting the primary factors contributing to academic retention. The findings aim to provide valuable insights for researchers and institutions seeking to enhance student retention strategies.
Buchkauf
Discovering the causes of Academic Retention, Bruno Torres Marques
- Sprache
- Erscheinungsdatum
- 2023
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- (Paperback)
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- Titel
- Discovering the causes of Academic Retention
- Untertitel
- employing machine learning
- Sprache
- Englisch
- Autor*innen
- Bruno Torres Marques
- Verlag
- Our Knowledge Publishing
- Erscheinungsdatum
- 2023
- Einband
- Paperback
- Seitenzahl
- 56
- ISBN13
- 9786206000389
- Reihe
- Schlagwörter
- Sachbücher, Lehrbücher, Lebenshilfe
- Beschreibung
- Focusing on the challenges of academic retention in higher education, this work explores how educational data mining can aid in understanding and preventing retention issues. Through a systematic literature review, it identifies key data mining techniques and tools relevant to this context, while also highlighting the primary factors contributing to academic retention. The findings aim to provide valuable insights for researchers and institutions seeking to enhance student retention strategies.