LSTM network based sentiment analysis for customer reviews

B Bilen, F Horasan - Politeknik Dergisi, 2021 - dergipark.org.tr
Continuously increasing data bring new problems and problems usually reveal new
research areas. One of the new areas is Sentiment Analysis. This field has some difficulties …

Sentilstm: a deep learning approach for sentiment analysis of restaurant reviews

E Hossain, O Sharif, MM Hoque, IH Sarker - International Conference on …, 2020 - Springer
The amount of textual data generation has increased enormously due to the effortless
access of the Internet and the evolution of various web 2.0 applications. These textual data …

Sentiment analysis using learning-based approaches: A comparative study

JX Ng, KM Lim, CP Lee, QZ Lim… - … on Information and …, 2023 - ieeexplore.ieee.org
Sentiment analysis, which involves analyzing text data and using language computation to
extract valuable information, is a significant focus in Natural Language Processing (NLP). It …

Sentiment analysis on social media reviews datasets with deep learning approach

MS Başarslan, F Kayaalp - Sakarya University Journal of …, 2021 - saucis.sakarya.edu.tr
Thanks to social media, people are now able to leave guiding comments quickly about their
favorite restaurants, movies, etc. This has paved the way for the field of sentiment analysis …

Context-based sentiment analysis on customer reviews using machine learning linear models

A Chinnalagu, AK Durairaj - PeerJ Computer Science, 2021 - peerj.com
Customer satisfaction and their positive sentiments are some of the various goals for
successful companies. However, analyzing customer reviews to predict accurate sentiments …

A comparative study of deep learning and machine learning algorithm for sentiment analysis

A Agarwal, S Meena - … Conference on Issues and Challenges in …, 2022 - ieeexplore.ieee.org
Sentiment analysis is a classification procedure where we apply machine learning and deep
learning algorithms to analyze the sentiment of the dataset, which consists of text, eg, a …

Support Vector Machine and Convolutional Neural Network Approach to Customer Review Sentiment Analysis

R Uma, P Jawahar, BV Rishitha - 2022 1st International …, 2022 - ieeexplore.ieee.org
Sentiment Analysis is a branch of Natural Language Processing which intends to identify the
sentiment in the data being analyzed through polarity analysis and emotion analysis. It can …

Deep learning with word embedding modeling for a sentiment analysis of online reviews

WI AlSurayyi, NS Alghamdi… - International Journal of …, 2019 - cspub-ijcisim.org
Recently, online buyers have been able to express their opinions about a variety of
products, restaurants and services by writing online reviews. Opinions have subsequently …

[PDF][PDF] Arabic Opinion Mining Using Combined CNN-LSTM Models.

H Elzayady, KM Badran, GI Salama - International Journal of …, 2020 - researchgate.net
In the last few years, Sentiment Analysis regarding customers' reviews in order to
comprehend the opinion polarity on social media has received considerable attention …

Evaluation of Machine Learning Approach for Sentiment Analysis using Yelp Dataset

M Sadikin, A Fauzan - European Journal of Electrical Engineering and …, 2023 - ejece.org
Due to the abundance of text data representing public opinion, the Sentiment Analysis study
is getting more and more important. Various techniques and methods have been proposed …