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S. Idris

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Conference Sep 2026

Linguistic Sentiment Quality for AI Driven Service Evaluation

Sentiment analysis is widely used in artificial intelligence to analyse customer feedback from online reviews. Most approaches focus on classifying reviews into positive, negative, or neutral categories. While this provides a general overview, it often overlooks how meaning is constructed through language, particularly...

S. Idris, Daljeet Singh Sedhu Janah Singh, S. Masrom et al. · 0 citations
Review Open access 2026

Exploring the Relationship Between Online Learning Motivation and ChatGPT Usage among University ESL Students

The findings suggest that when used appropriately, ChatGPT has the potential to support learners’ motivation and engagement in online learning and provides useful implications for educators, institutions and further research in regards to the implementation of generative AI.

Fathimah Razman, Siti Syairah Fakhruddin, S. Idris et al. · 0 citations
Review Open access 2026

Trends in Teenagers’ Language Use on TikTok: A Systematic Literature Review Comparing Malaysia and the United States

TikTok has rapidly evolved into a dominant communication platform among teenagers, enabling unique forms of language play, identity display, and social interaction. This systematic literature review compares linguistic trends among Malaysian and American adolescents aged 13–19 on TikTok, focusing on slang and viral exp...

Daljeet Singh Sedhu, H. Hashim, S. Idris et al. · 0 citations
Review Open access 2026

Exploring the Relationships among Self-Efficacy, Writing Motivation and Writing Strategies

Writing remains one of the most challenging skills for many English as a Second Language (ESL) learners, especially in higher education settings. This study examined university ESL learners’ perceptions of writing self-efficacy, writing motivation, and writing strategies, as well as the relationships among these variab...

N. Azman, Nur Hazirah Mohd Fuat, Noor Fazrienee Jz Nun Ramlan et al. · 0 citations

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