[HTML][HTML] Sentiment analysis methods, applications, and challenges: A systematic literature review

Y Mao, Q Liu, Y Zhang - Journal of King Saud University-Computer and …, 2024 - Elsevier
With the expansion of Internet-based applications, the number of comments shows
explosive growth. Analyzing the attitudes and emotions behind comments provides powerful …

Sentiment analysis for hotel reviews: A systematic literature review

A Ameur, S Hamdi, S Ben Yahia - ACM Computing Surveys, 2023 - dl.acm.org
Sentiment Analysis (SA) helps to automatically and meaningfully discover hotel customers'
satisfaction from their shared experiences and feelings on social media. Several studies …

[HTML][HTML] Prediction of the customers' interests using sentiment analysis in e-commerce data for comparison of Arabic, English, and Turkish languages

P Savci, B Das - Journal of King Saud University-Computer and …, 2023 - Elsevier
In the business world, large companies that can achieve continuity in innovation gain a
significant competitive advantage. The sensitivity of these companies to follow and monitor …

[HTML][HTML] Automated sentiment analysis in social media using Harris Hawks optimisation and deep learning techniques

HT Halawani, AM Mashraqi, SK Badr… - Alexandria engineering …, 2023 - Elsevier
Sentiment analysis (SA) is a technique used in natural language processing (NLP), which
determines the sentiment or emotion expressed in a piece of text. SA technique is frequently …

[HTML][HTML] LDA-based topic modeling sentiment analysis using topic/document/sentence (TDS) model

A Farkhod, A Abdusalomov, F Makhmudov, YI Cho - Applied Sciences, 2021 - mdpi.com
Customer reviews on the Internet reflect users' sentiments about the product, service, and
social events. As sentiments can be divided into positive, negative, and neutral forms …

Enhancing Arabic aspect-based sentiment analysis using deep learning models

S Al-Dabet, S Tedmori, ALS Mohammad - Computer Speech & Language, 2021 - Elsevier
Aspect-based sentiment analysis is a special type of sentiment analysis that aims to identify
the discussed aspects and their sentiment polarities in a given review. In this paper, two …

BERT-based model for aspect-based sentiment analysis for analyzing arabic open-ended survey responses: a case study

KA Alshaikh, OA Almatrafi, YB Abushark - IEEE Access, 2023 - ieeexplore.ieee.org
Educational institutions typically gather feedback from beneficiaries through formal surveys.
Offering open-ended questions allows students to express their opinions about matters that …

Aspect-based sentiment analysis: an overview in the use of Arabic language

R Bensoltane, T Zaki - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis has become one of the most active research areas in natural language
processing, and the Arabic language retains its importance in this field. It is so because of …

[HTML][HTML] Real-time analysis and prediction of shield cutterhead torque using optimized gated recurrent unit neural network

SS Lin, SL Shen, A Zhou - Journal of Rock Mechanics and Geotechnical …, 2022 - Elsevier
An accurate prediction of earth pressure balance (EPB) shield moving performance is
important to ensure the safety tunnel excavation. A hybrid model is developed based on the …

[HTML][HTML] CoreNLP dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis

MM Aziz, AA Bakar, MR Yaakub - … of King Saud University-Computer and …, 2024 - Elsevier
Abstract Aspect-Based Sentiment Analysis (ABSA) aims to identify the sentiment expressed
towards a specific feature or aspect of a given text. Although certain ABSA techniques …