Convolution over hierarchical syntactic and lexical graphs for aspect level sentiment analysis

M Zhang, T Qian - Proceedings of the 2020 conference on …, 2020 - aclanthology.org
The state-of-the-art methods in aspect-level sentiment classification have leveraged the
graph based models to incorporate the syntactic structure of a sentence. While being …

Sentiment analysis in low-resource settings: a comprehensive review of approaches, languages, and data sources

A Yusuf, A Sarlan, KU Danyaro, ASBA Rahman… - IEEE …, 2024 - ieeexplore.ieee.org
The field of low-resource sentiment analysis has seen significant developments in recent
years. This research review SLR evaluates the approaches and data sources utilized in low …

Aspect based sentiment analysis for service industry

A Maroof, S Wasi, SI Jami, MS Siddiqui - IEEE Access, 2024 - ieeexplore.ieee.org
In today's digital age, customer feedback, particularly gathered from various sources like
mobile application reviews, has emerged as a critical resource for service-providing …

A survey on opinion mining: From stance to product aspect

R Wang, D Zhou, M Jiang, J Si, Y Yang - IEEE Access, 2019 - ieeexplore.ieee.org
With the prevalence of social media and online forum, opinion mining, aiming at analyzing
and discovering the latent opinion in user-generated reviews on the Internet, has become a …

[HTML][HTML] A fine-grained deep learning model using embedded-CNN with BiLSTM for exploiting product sentiments

Z Ahmed, J Wang - Alexandria Engineering Journal, 2023 - Elsevier
Abstract As technology advances, Facebook, Twitter, and microblogging sites have become
the most effective platforms for communication and information exchange. Through these …

Aspect extraction and classification for sentiment analysis in drug reviews

M Imani, S Noferesti - Journal of Intelligent Information Systems, 2022 - Springer
Aspect-based sentiment analysis (ABSA) of patients' opinions expressed in drug reviews
can extract valuable information about specific aspects of a particular drug such as …

Negative Airbnb reviews: an aspect-based sentiment analysis approach

A Vassilikopoulou, I Kamenidou… - EuroMed Journal of …, 2024 - emerald.com
Purpose The current paper aims at exploring negative aspects in reviews about Airbnb
listings in Athens, Greece. Design/methodology/approach The aspect-based sentiment …

Aspect‐Based Sentiment Analysis for Afaan Oromoo Movie Reviews Using Machine Learning Techniques

OG Horsa, KK Tune - Applied Computational Intelligence and …, 2023 - Wiley Online Library
Aspect‐based sentiment analysis (ABSA) is the subfield of natural language processing that
deals with essentially splitting data into aspects and finally extracting the sentiment polarity …

Fine-grained aspect-based opinion mining on online course reviews for feedback analysis

J Chen, R Wang, B Fang, C Zuo - Interactive Learning …, 2024 - Taylor & Francis
Online learning has developed rapidly and billions of learners have participated in various
courses. However, the high dropout rate is universal and learning performance is not …

A supervised scheme for aspect extraction in sentiment analysis using the hybrid feature set of word dependency relations and lemmas

BR Bhamare, J Prabhu - PeerJ Computer Science, 2021 - peerj.com
Due to the massive progression of the Web, people post their reviews for any product,
movies and places they visit on social media. The reviews available on social media are …