Influence of Age on Second Language Acquisition

Age is one of the important factors affecting individual differences in second language acquisition. The development of cognitive ability also has certain influence on second language acquisition, depending on whether this influence is positive or negative. This paper discusses the educational significance of the age factor in English teaching language learning to second language learners based on BD(big data) environment, optimizes the teaching mode of English wisdom class and designs it in detail according to different classes, combining with the related theories of wisdom class and its teaching mode research. Parallelize the improved KNN(k nearest neighbour) algorithm, so that the algorithm can well adapt to the data processing model of cloud computing platform. After parallelization, the improved KNN algorithm runs on the Spark cloud platform, which can quickly improve the efficiency of the algorithm by about 10.3%. The improved KNN algorithm greatly improves the efficiency of the algorithm on the premise of ensuring the classification accuracy of the algorithm.

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Publication Details

Journal
International Journal of Web-Based Learning and Teaching Technologies
Published
2025-02-01
DOI
https://doi.org/10.4018/ijwltt.368222
Citations
2
Primary Topic
EFL/ESL Teaching and Learning
Type
article
Field-Weighted Citation Impact
20.85
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article

Influence of Age on Second Language Acquisition

Yilei Wang, Liu Wei
2 citations
International Journal of Web-Based Learning and Teaching Technologies
EFL/ESL Teaching and Learning
20.85
article

Influence of Age on Second Language Acquisition

Yilei Wang, Liu Wei
article en
2 citations

Abstract

Age is one of the important factors affecting individual differences in second language acquisition. The development of cognitive ability also has certain influence on second language acquisition, depending on whether this influence is positive or negative. This paper discusses the educational significance of the age factor in English teaching language learning to second language learners based on BD(big data) environment, optimizes the teaching mode of English wisdom class and designs it in detail according to different classes, combining with the related theories of wisdom class and its teaching mode research. Parallelize the improved KNN(k nearest neighbour) algorithm, so that the algorithm can well adapt to the data processing model of cloud computing platform. After parallelization, the improved KNN algorithm runs on the Spark cloud platform, which can quickly improve the efficiency of the algorithm by about 10.3%. The improved KNN algorithm greatly improves the efficiency of the algorithm on the premise of ensuring the classification accuracy of the algorithm.

International Journal of Web-Based Learning and Teaching TechnologiesVol. 20(1)
Sichuan Institute of Building Research (CN), Sichuan College of Architectural Technology, Weifang University (CN)
Openalex Percentile: Top 2%
EFL/ESL Teaching and Learning
20.85
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