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 …

A survey on concept-level sentiment analysis techniques of textual data

S Zad, M Heidari, JH Jones… - 2021 IEEE World AI IoT …, 2021 - ieeexplore.ieee.org
Text mining is one of the branches of data mining and refers to as the computing process of
finding new patterns and relations among datasets which appear not to be related. Data …

Aspect-category-opinion-sentiment quadruple extraction with implicit aspects and opinions

H Cai, R **a, J Yu - Proceedings of the 59th Annual Meeting of …, 2021 - aclanthology.org
Product reviews contain a large number of implicit aspects and implicit opinions. However,
most of the existing studies in aspect-based sentiment analysis ignored this problem. In this …

Intelligent fake reviews detection based on aspect extraction and analysis using deep learning

G Bathla, P Singh, RK Singh, E Cambria… - Neural Computing and …, 2022 - Springer
In the era of social networking and e-commerce sites, users provide their feedback and
comments in the form of reviews for any product, topic, or organization. Due to high influence …

Aspect-based sentiment analysis using smart government review data

O Alqaryouti, N Siyam, AA Monem… - Applied Computing and …, 2020 - emerald.com
Digital resources such as smart applications reviews and online feedback information are
important sources to seek customers' feedback and input. This paper aims to help …

Aspect based sentiment analysis using deep learning approaches: A survey

GS Chauhan, R Nahta, YK Meena… - Computer Science Review, 2023 - Elsevier
The wealth of unstructured text on the online web portal has made opinion mining the most
thrust area for researchers, academicians, and businesses to extract information for …

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 …

Aspect-based sentiment analysis via multitask learning for online reviews

G Zhao, Y Luo, Q Chen, X Qian - Knowledge-Based Systems, 2023 - Elsevier
Aspect based sentiment analysis (ABSA) aims to identify aspect terms in online reviews and
predict their corresponding sentiment polarity. Sentiment analysis poses a challenging fine …

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) …

A multi-task learning model for chinese-oriented aspect polarity classification and aspect term extraction

H Yang, B Zeng, J Yang, Y Song, R Xu - Neurocomputing, 2021 - Elsevier
Aspect-based sentiment analysis (ABSA) task is a fine-grained task of natural language
processing and consists of two subtasks: aspect term extraction (ATE) and aspect polarity …