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 …
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …
A comprehensive survey on sentiment analysis: Approaches, challenges and trends
Sentiment analysis (SA), also called Opinion Mining (OM) is the task of extracting and
analyzing people's opinions, sentiments, attitudes, perceptions, etc., toward different entities …
analyzing people's opinions, sentiments, attitudes, perceptions, etc., toward different entities …
A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach
H Zhao, Z Liu, X Yao, Q Yang - Information Processing & Management, 2021 - Elsevier
Recently, online shopping has turned into a mainstream means for users to purchase as
well as consume with the upsurge development of Internet technology. User satisfaction can …
well as consume with the upsurge development of Internet technology. User satisfaction can …
Issues and challenges of aspect-based sentiment analysis: A comprehensive survey
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 …
sentiments are analysed and sentiments are evolved over time, is getting much attention …
Cross-modal multitask transformer for end-to-end multimodal aspect-based sentiment analysis
As an emerging task in opinion mining, End-to-End Multimodal Aspect-Based Sentiment
Analysis (MABSA) aims to extract all the aspect-sentiment pairs mentioned in a pair of …
Analysis (MABSA) aims to extract all the aspect-sentiment pairs mentioned in a pair of …
Predicting aspect-based sentiment using deep learning and information visualization: The impact of COVID-19 on the airline industry
This study investigates customer satisfaction through aspect-level sentiment analysis and
visual analytics. We collected and examined the flight reviews on TripAdvisor from January …
visual analytics. We collected and examined the flight reviews on TripAdvisor from January …
Sentiment analysis of customers' reviews using a hybrid evolutionary SVM-based approach in an imbalanced data distribution
Online media has an increasing presence on the restaurants' activities through social media
websites, coinciding with an increase in customers' reviews of these restaurants. These …
websites, coinciding with an increase in customers' reviews of these restaurants. These …
Fuzzy logic applied to opinion mining: a review
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 …
available user-generated information. Within this information, it is easy to find subjective …
Aspect-based sentiment analysis with alternating coattention networks
Aspect-based sentiment analysis aims to predict the sentiment polarities of specific targets in
a given text. Recent researches show great interest in modeling the target and context with …
a given text. Recent researches show great interest in modeling the target and context with …
BERT for stock market sentiment analysis
MG Sousa, K Sakiyama… - 2019 IEEE 31st …, 2019 - ieeexplore.ieee.org
When breaking news occurs, stock quotes can change abruptly in a matter of seconds. The
human analysis of breaking news can take several minutes, and investors in the financial …
human analysis of breaking news can take several minutes, and investors in the financial …