Evaluating and analyzing the use of sentiment analysis techniques in developing reading comprehension skills among English language learners

Date

2026-6

Type

Article

Journal title

مجلة الفاروق للعلوم

Issue

Vol. 2 No. 3

Author(s)

Layla ibrahim omar soliman

Pages

686 - 706

Abstract

This study investigated whether the use of sentiment analysis methods would improve the reading comprehension skills of students learning English as a Foreign Language. A quasi-experimental pretest-posttest control group design was used in this research, which enrolled 60 intermediate level students enrolled as EFL students. The students were randomly assigned to an experimental group (n = 30) or a control group (n = 30). The experimental group was taught using reading instruction based on sentiment analysis techniques, while the control group received reading instruction through traditional teaching methods (e.g., teacher lectures, classroom discussions). Keywords: Sentiment Analysis, Reading Comprehension, EFL Learners, Natural Language Processing, Technology-Enhanced Language Learning

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