A survey on sentiment analysis methods, applications, and challenges

M Wankhade, ACS Rao, C Kulkarni - Artificial Intelligence Review, 2022 - Springer
The rapid growth of Internet-based applications, such as social media platforms and blogs,
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …

State of the art: a review of sentiment analysis based on sequential transfer learning

JYL Chan, KT Bea, SMH Leow, SW Phoong… - Artificial Intelligence …, 2023 - Springer
Recently, sequential transfer learning emerged as a modern technique for applying the
“pretrain then fine-tune” paradigm to leverage existing knowledge to improve the …

Sentiment analysis: A survey on design framework, applications and future scopes

M Bordoloi, SK Biswas - Artificial intelligence review, 2023 - Springer
Sentiment analysis is a solution that enables the extraction of a summarized opinion or
minute sentimental details regarding any topic or context from a voluminous source of data …

Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach

MS Islam, MN Kabir, NA Ghani, KZ Zamli… - Artificial Intelligence …, 2024 - Springer
Social media is used to categorise products or services, but analysing vast comments is time-
consuming. Researchers use sentiment analysis via natural language processing …

Improving aspect-based sentiment analysis with Knowledge-aware Dependency Graph Network

H Wu, C Huang, S Deng - Information Fusion, 2023 - Elsevier
Aspect-based sentiment analysis (ABSA) aims to mine multiple sentiment–target pairs
contained in a review sentence. The main challenge of this task is how to extract the …

Fuzzy logic applied to opinion mining: a review

J Serrano-Guerrero, FP Romero, JA Olivas - Knowledge-Based Systems, 2021 - Elsevier
The advent of Web 2.0 and its continuous growth has yielded enormous amounts of freely
available user-generated information. Within this information, it is easy to find subjective …

Phrase dependency relational graph attention network for aspect-based sentiment analysis

H Wu, Z Zhang, S Shi, Q Wu, H Song - Knowledge-Based Systems, 2022 - Elsevier
Abstract Aspect-based Sentiment Analysis (ABSA) is a subclass of sentiment analysis, which
aims to identify the sentiment polarity such as positive, negative, or neutral for specific …

Monitoring the public opinion about the vaccination topic from tweets analysis

E D'Andrea, P Ducange, A Bechini, A Renda… - Expert Systems with …, 2019 - Elsevier
The paper presents an intelligent system to automatically infer trends in the public opinion
regarding the stance towards the vaccination topic: it enables the detection of significant …

ASK-RoBERTa: A pretraining model for aspect-based sentiment classification via sentiment knowledge mining

L You, F Han, J Peng, H **, C Claramunt - Knowledge-Based Systems, 2022 - Elsevier
The main objective of aspect-based sentiment classification (ABSC) is to predict sentiment
polarities of different aspects from sentences or documents. Recent research integrates …

Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods

A Valdivia, E Hrabova, I Chaturvedi, MV Luzón… - Neurocomputing, 2019 - Elsevier
TripAdvisor is an opinion source frequently used in Sentiment Analysis. On this social
network, users explain their experiences in hotels, restaurants or touristic attractions. They …