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All Journal International Journal of Education, Vocational and Social Science Proceeding of the International Conference on Global Education and Learning
Ainun Fatimah
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Decision Sciences, Operations Research & Management Education Languange, Linguistic, Communication & Media Social Sciences Other

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The Role Of Sociolinguistic And Sociopragmatic In The Development Of Language Learning In Elementary School Zulkhaeriyah, Zulkhaeriyah; Kamsinah Kamsinah; Nurasia Natsir; Ainun Fatimah
International Journal of Education, Vocational and Social Science Vol. 1 No. 01 (2022): NOVEMBER, International Journal of Education, Vocational and Social Science (I
Publisher : Cita konsultindo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63922/ijevss.v1i01.79

Abstract

The purpose of this study is to discover the role of Sociolinguistic and Sociopragmatic for primary school students in the developmental process of language learning by children. School-aged children find themselves in a developmental phase where they organize and integrate a variety of developmental skills to adapt to increasingly complex tasks, including language development. Language development is essentially a person's ability to communicate with their surroundings. Communication is used to build relationships with others in order for us to feel part of the environment. Language skills develop throughout the school year. Students are increasingly able to better understand and interpret spoken, written and body language communications, enabling them to understand the context and understand the people around them. Language development is related to cognitive development, meaning that intelligence factors and understanding of the environment around children greatly influence the development of their language skills. As children grow and develop, their language skills begin to develop from very basic to complex levels. Language development is influenced by the environment because language is essentially the result of learning from its environment. Children learn languages ​​and other things by imitating and repeating words used by adults. their language skills start to develop from a very basic level to a complex level. Language development is influenced by the environment because language is essentially the result of learning from its environment. Children learn languages ​​and other things by imitating and repeating words used by adults. their language skills start to develop from a very basic level to a complex level. Language development is influenced by the environment because language is essentially the result of learning from its environment. Children learn languages ​​and other things by imitating and repeating words used by adults.
Natural Language Processing for Multilingual Education: Breaking Language Barriers Kamsinah Kamsinah; Ainun Fatimah; Nurasia Natsir
Proceeding of the International Conference on Global Education and Learning Vol. 2 No. 2 (2025): December : Proceeding of the International Conference on Global Education and L
Publisher : Asosiasi Riset Ilmu Pendidikan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/icgel.v2i2.199

Abstract

Language barriers represent one of the most significant obstacles to educational equity and access worldwide. This study investigates the application of Natural Language Processing (NLP) technologies in multilingual educational contexts to facilitate cross-linguistic learning and improve educational outcomes for linguistically diverse student populations. We implemented and evaluated a comprehensive NLP-powered multilingual learning platform across 47 educational institutions in 12 countries, serving 8,450 students speaking 23 different languages. Our experimental framework integrated machine translation, speech recognition, multilingual content generation, and adaptive language learning algorithms. Results demonstrate that NLP-enhanced multilingual education improved student comprehension by 43.6% (p<0.001), increased participation rates by 67.8%, and reduced achievement gaps between native and non-native speakers by 52.4%. Students using NLP-assisted learning tools achieved test scores averaging 78.3% compared to 54.7% for control groups. However, challenges persist regarding cultural context preservation, idiomatic expression handling, and equitable performance across language families. This research provides evidence that NLP technologies can effectively democratize education across linguistic boundaries while identifying critical areas requiring continued development.
Co-Authors Kamsinah Kamsinah Zulkhaeriyah, Zulkhaeriyah