Unveiling Sentiment Analysis: Exploring Techniques and Navigating Challenges

M Rautela, B Tewari, A Mittal… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Sentiment Analysis is analyzing text and extracting information like negative or positive
opinion. It is also known as opinion mining. Due to the increase in social media usage …

Political uses of the ancient past on social media are predominantly negative and extreme

C Bonacchi, J Witte, M Altaweel - Plos one, 2024 - journals.plos.org
This study assesses whether references to the ancient past in debates about political issues
on social media over-represent negative and extreme views. Using precision-recall, we test …

Exploring sentiment polarity of p2p guests through online user reviews: A multimodal fuzzy approach

EL Bonny, D Liang - IEEE Transactions on Engineering …, 2023 - ieeexplore.ieee.org
The popularity of peer-to-peer (P2P) housing services has increased the demand for
understanding guests' emotional experiences and sentiments towards these services. This …

A deep crnn-based sentiment analysis system with hybrid bert embedding

KH Alyoubi, A Sharma - … Journal of Pattern Recognition and Artificial …, 2023 - World Scientific
This paper proposes a novel hybrid embedding to enhance scope of word embeddings by
augmenting these with natural language processing operations. We primarily focus on the …

A self-explanatory contrastive logical knowledge learning method for sentiment analysis

Y Chen, B Yuan, B Liao, DM Gabbay - Knowledge-Based Systems, 2023 - Elsevier
Although interpretable methods for deep learning models have become popular in
sentiment analysis domains in recent years, existing methods still face the challenge of …

A hybrid dependency-based approach for Urdu sentiment analysis

U Sehar, S Kanwal, NI Allheeib, S Almari, F Khan… - Scientific Reports, 2023 - nature.com
In the digital age, social media has emerged as a significant platform, generating a vast
amount of raw data daily. This data reflects the opinions of individuals from diverse …

Airline fare prediction using machine learning algorithms

RR Subramanian, MS Murali, B Deepak… - … on Smart Systems …, 2022 - ieeexplore.ieee.org
This paper discusses the issue of airfare. A set of characteristics defining a typical flight is
chosen for this purpose, with the assumption that these characteristics influence the price of …

[PDF][PDF] Aspect-based sentiment analysis for bengali text using bidirectional encoder representations from transformers (bert)

MM Samia, A Rajee, MR Hasan… - International Journal of …, 2022 - researchgate.net
Public opinion is important for decision-making on numerous occasions for national growth
in democratic countries like Bangladesh, the USA, and India. Sentiment analysis is a …

Comparative study of algorithms for sentiment analysis on imdb movie reviews

NSLS Charitha, K Yasaswi, V Rakesh… - 2023 9th …, 2023 - ieeexplore.ieee.org
Sentiment Analysis is one of the major NLP tasks, which mainly focuses on finding polarity
(sentiment) and intention for a given piece of textual data. The data can range from a …

Feature extraction and sentiment analysis using machine learning

N Vaish, N Goel, G Gupta - International Conference on Artificial …, 2021 - Springer
The role of social networks has bought a tremendous change in the analysis of the opinions.
Understanding people sentiments or opinion helps the business or organization to better …