Author

H. Alsager

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Review Open access Sep 2026

Emotion detection and sentiment dynamics in customer-generated reviews: A corpus-based study of Saudi Arabian food delivery applications

The rapid growth of online food delivery platforms has resulted in large volumes of user-generated feedback, creating a critical need for automated systems that can extract meaningful insights for service improvement. Traditional sentiment analysis methods mostly rely on polarity classification, which frequently falls...

Noah N. Alsager, Muhammad Shoaib Tahir, Mohammad A. Mahzari et al. · Research Journal in Advanced... · 0 citations

Open access Oct 2026

A corpus linguistics enhanced hybrid deep learning for semantic-driven emotion detection on textual data

Corpus linguistics offers a structured approach to assess huge set of texts (corpora) to uncover language patterns, structural relationships, and semantic interpretations. Within text-based emotion recognition (TER), corpus linguistics facilitates the identification of linguistic features that show underlying emotional...

Noah N. Alsager, Mohammad A. Mahzari, H. Alsager · Research Journal in Advanced... · 0 citations

Open access Oct 2026

Modeling of corpus linguistics with semantic-aware deep neural decision forest for enhanced emotion detection from textual data

Emotion detection from textual data plays an important role in understanding the emotional content expressed through written language. Moreover, the natural language processing (NLP) provides useful techniques for analyzing textual content and identifying meaningful linguistic patterns associated with different emotion...

Noah N. Alsager, Mohammad A. Mahzari, H. Alsager · Research Journal in Advanced... · 0 citations