Search Results for author: Taysir Hassan A Soliman

Found 3 papers, 0 papers with code

A Predictive Model for Student Performance in Classrooms Using Student Interactions With an eTextbook

no code implementations16 Feb 2022 Ahmed Abd Elrahman, Taysir Hassan A Soliman, Ahmed I. Taloba, Mohammed F. Farghally

With the careful analysis of this data, educators can gain useful insights into the performance of their students and their behavior in learning a particular topic.

regression

Arabic aspect sentiment polarity classification using BERT

no code implementations28 Jul 2021 Mohammed M. Abdelgwad, Taysir Hassan A Soliman, Ahmed I. Taloba

Aspect-based sentiment analysis(ABSA) is a textual analysis methodology that defines the polarity of opinions on certain aspects related to specific targets.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +4

Arabic aspect based sentiment analysis using bidirectional GRU based models

no code implementations23 Jan 2021 Mohammed M. Abdelgwad, Taysir Hassan A Soliman, Ahmed I. Taloba, Mohamed Fawzy Farghaly

The results indicate that the proposed methods are better than baseline research on both tasks having 39. 7% enhancement in F1-score for opinion target extraction (T2) and 7. 58% in accuracy for aspect-based sentiment polarity classification (T3).

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +1

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