Assessing reading fluency in elementary grades: A machine learning approach

This study compares eleven widely used machine learning algorithms to identify the most accurate and comprehensive method for assessing children's reading fluency. Our fluency framework integrates three key dimensions: accuracy in word decoding, reading speed (words per minute), and prosody, which c...

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Opis bibliograficzny

Główni autorzy:	Gabriel Candido da Silva, Rodrigo Lins Rodrigues, Américo N. Amorim, Lieny Jeon, Emilia X.S. Albuquerque, Vanessa C. Silva, Vinícius F. da Silva, André L.A. Pinheiro, João P.J.R. Nunes, Suzana X.M.G. de Souza, Maxsuel S. Silva, Igor Mauro, Alexandre Magno Andrade Maciel
Format:	Artigo
Język:	Inglês
Wydane:	Elsevier 2025-06-01
Seria:	Computers and Education: Artificial Intelligence
Hasła przedmiotowe:	Reading fluency Automatic speech recognition Large-scale assessment Natural language processing
Dostęp online:	http://www.sciencedirect.com/science/article/pii/S2666920X25000517
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