KnowMIS-ABSA: an overview and a reference model for applications of sentiment analysis and aspect-based sentiment analysis

G D'Aniello, M Gaeta, I La Rocca - Artificial Intelligence Review, 2022 - Springer
The analysis of the opinions of customers and users has been always of great interest in
supporting decision-making in many fields, especially in marketing. Sentiment analysis (SA) …

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 …

Ontology-driven aspect-based sentiment analysis classification: An infodemiological case study regarding infectious diseases in Latin America

JA García-Díaz, M Cánovas-García… - Future Generation …, 2020 - Elsevier
Infodemiology is the process of mining unstructured and textual data so as to provide public
health officials and policymakers with valuable information regarding public health. The …

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 …

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 …

Knowledge empowered prominent aspect extraction from product reviews

Z Luo, S Huang, KQ Zhu - Information Processing & Management, 2019 - Elsevier
Many existing systems for analyzing and summarizing customer reviews about products or
service are based on a number of prominent review aspects. Conventionally, the prominent …

Multi-level knowledge-based approach for implicit aspect identification

TA Rana, YN Cheah, T Rana - Applied Intelligence, 2020 - Springer
Sentiment analysis or opinion mining is the area of research in Natural Language
Processing (NLP) and text mining which deals with the systematic identification of subjective …

Sequential patterns rule-based approach for opinion target extraction from customer reviews

TA Rana, YN Cheah - Journal of Information Science, 2019 - journals.sagepub.com
Aspect extraction or opinion target extraction is the key task of sentiment analysis, which
aims to identify targets of people's sentiments. This is the most important task of aspect …

An unsupervised approach for sentiment analysis on social media short text classification in roman urdu

TA Rana, K Shahzadi, T Rana, A Arshad… - Transactions on Asian …, 2021 - dl.acm.org
During the last two decades, sentiment analysis, also known as opinion mining, has become
one of the most explored research areas in Natural Language Processing (NLP) and data …

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 …