A systematic review on implicit and explicit aspect extraction in sentiment analysis

JZ Maitama, N Idris, A Abdi, L Shuib, R Fauzi - IEEE Access, 2020 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) is currently among the most vigorous areas in
natural language processing (NLP). Individuals, private and government institutions are …

Aspect extraction in sentiment analysis: comparative analysis and survey

TA Rana, YN Cheah - Artificial Intelligence Review, 2016 - Springer
Sentiment analysis (SA) has become one of the most active and progressively popular areas
in information retrieval and text mining due to the expansion of the World Wide Web (WWW) …

Identifying attributes of wineries that increase visitor satisfaction and dissatisfaction: Applying an aspect extraction approach to online reviews

S Shin, JL Nicolau - Tourism Management, 2022 - Elsevier
This study analyzes the satisfiers and dissatisfiers of wineries to identify potential
asymmetric relationships between winery attributes and visitor satisfaction. By using aspect …

[HTML][HTML] A review of Sentiment Analysis in Spanish

CH Miranda, J Guzman - Tecciencia, 2017 - scielo.org.co
Sentiment analysis is an area of research that shows an upward trend, especially in the last
two years due to large-scale production of opinions and comments from users active over …

A two-fold rule-based model for aspect extraction

TA Rana, YN Cheah - Expert systems with applications, 2017 - Elsevier
Opinion target extraction or aspect extraction is the most important subtask of the aspect-
based sentiment analysis. This task focuses on the identification of the targets of user's …

Predicting supervise machine learning performances for sentiment analysis using contextual-based approaches

AA Aziz, A Starkey - IEEE Access, 2019 - ieeexplore.ieee.org
Sentiment Analysis (SA) is focused on mining opinion (identification and classification) from
unstructured text data such as product reviews or microblogs. It is widely used for brand …

Explicit aspects extraction in sentiment analysis using optimal rules combination

M Tubishat, N Idris, M Abushariah - Future Generation Computer Systems, 2021 - Elsevier
Aspect extraction represents a core task of aspect-based sentiment analysis. This study
presents a supervised aspect extraction algorithm for explicit aspect extraction from formal …

Is culture of origin associated with more expressions? An analysis of Yelp reviews on Japanese restaurants

M Nakayama, Y Wan - Tourism Management, 2018 - Elsevier
Do online reviewers of ethnic restaurants use more elaborate expressions if they are from
the culture of origin of those restaurants than otherwise? For instance, do Japanese use …

Unsupervised semantic approach of aspect-based sentiment analysis for large-scale user reviews

SM Al-Ghuribi, SAM Noah, S Tiun - IEEE Access, 2020 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) has recently attracted increasing attention due to
its extensive applications. Most of the existing ABSA methods been applied on small-sized …

Mining multi-brand characteristics from online reviews for competitive analysis: A brand joint model using latent Dirichlet allocation

Y Guo, F Wang, C Xing, X Lu - Electronic Commerce Research and …, 2022 - Elsevier
Online reviews reflect customers' opinions of the products or services they have bought.
Analysing online reviews provides a reliable way for e-commerce platforms to understand …