心理学
音韵学
词典
词(群论)
语言学
认知心理学
语义学(计算机科学)
潜变量
潜在语义分析
自然语言处理
人工智能
计算机科学
哲学
程序设计语言
作者
Shelley Gray,Hope Sparks Lancaster,Mary Alt,Tiffany P. Hogan,Samuel Green,Roy Levy,Nelson Cowan
出处
期刊:Journal of Speech Language and Hearing Research
[American Speech-Language-Hearing Association]
日期:2020-05-22
卷期号:63 (5): 1446-1466
被引量:8
标识
DOI:10.1044/2020_jslhr-19-00186
摘要
Purpose We investigated four theoretically based latent variable models of word learning in young school-age children. Method One hundred sixty-seven English-speaking second graders with typical development from three U.S. states participated. They completed five different tasks designed to assess children's creation, storage, retrieval, and production of the phonological and semantic representations of novel words and their ability to link those representations. The tasks encompassed the triggering and configuration stages of word learning. Results Results showed that a latent variable model with separate phonological and semantic factors and linking indicators constrained to load on the phonological factor best fit the data. Discussion The structure of word learning during triggering and configuration reflects separate but related phonological and semantic factors. We did not find evidence for a unidimensional latent variable model of word learning or for separate receptive and expressive word learning factors. In future studies, it will be interesting to determine whether the structure of word learning differs during the engagement stage of word learning when phonological and semantic representations, as well as the links between them, are sufficiently strong to affect other words in the lexicon.
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