Issues and challenges of aspect-based sentiment analysis: A comprehensive survey

A Nazir, Y Rao, L Wu, L Sun - IEEE Transactions on Affective …, 2020 - ieeexplore.ieee.org
The domain of Aspect-based Sentiment Analysis, in which aspects are extracted, their
sentiments are analysed and sentiments are evolved over time, is getting much attention …

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) …

Survey on aspect detection for aspect-based sentiment analysis

MM Truşcǎ, F Frasincar - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis is an important tool to automatically understand the user-generated
content on the Web. The most fine-grained sentiment analysis is concerned with the …

Survey on aspect-level sentiment analysis

K Schouten, F Frasincar - IEEE transactions on knowledge and …, 2015 - ieeexplore.ieee.org
The field of sentiment analysis, in which sentiment is gathered, analyzed, and aggregated
from text, has seen a lot of attention in the last few years. The corresponding growth of the …

A mixed approach of deep learning method and rule-based method to improve aspect level sentiment analysis

P Ray, A Chakrabarti - Applied Computing and Informatics, 2022 - emerald.com
Social networks have changed the communication patterns significantly. Information
available from different social networking sites can be well utilized for the analysis of users …

A survey on aspect-based sentiment analysis: Tasks, methods, and challenges

W Zhang, X Li, Y Deng, L Bing… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As an important fine-grained sentiment analysis problem, aspect-based sentiment analysis
(ABSA), aiming to analyze and understand people's opinions at the aspect level, has been …

Feature selection and ensemble construction: A two-step method for aspect based sentiment analysis

MS Akhtar, D Gupta, A Ekbal… - Knowledge-Based Systems, 2017 - Elsevier
In this paper we present a cascaded framework of feature selection and classifier ensemble
using particle swarm optimization (PSO) for aspect based sentiment analysis. Aspect based …

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 …

Knowing what, how and why: A near complete solution for aspect-based sentiment analysis

H Peng, L Xu, L Bing, F Huang, W Lu, L Si - Proceedings of the AAAI …, 2020 - ojs.aaai.org
Target-based sentiment analysis or aspect-based sentiment analysis (ABSA) refers to
addressing various sentiment analysis tasks at a fine-grained level, which includes but is not …

Pso-asent: Feature selection using particle swarm optimization for aspect based sentiment analysis

D Kumar Gupta, K Srikanth Reddy, Shweta… - … and Information Systems …, 2015 - Springer
The amount of user generated online contents has increased dramatically in the recent past.
The phenomenal growth of e-commerce has led to a significantly large number of reviews …