Amazon product reviews sentiment analysis using supervised learning algorithms

Amazon product reviews sentiment analysis using supervised learning algorithms

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Hawladar, Mohibullah, Ghosh, Arjan, Raad, Zaoyad Khan, Chowdhury, Wali Ahad, Shehan, Md Sazzad Hossain
مؤلفون آخرون:	Ashraf, Faisal Bin
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2021
الموضوعات:	Sentiment Analysis Opinion Mining Amazon Review Analysis Support Vector Machine (SVM) Decision tree Logistic Regression MLP Random Forest Analysis Sentiment analysis.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/14970

مواد مشابهة

Aspect-based sentiment analysis using SemEval and Amazon datasets
بواسطة: Hasib, Tamanna, وآخرون
منشور في: (2018)

Sentiment analysis for Bengali newspaper headlines
بواسطة: Hossain, Mohammad Samman, وآخرون
منشور في: (2017)

Sentiment analysis on mobile operators’ customer review
بواسطة: Hossain, Mohammed Mohibul, وآخرون
منشور في: (2020)

Predicting stock market movement using sentiment analysis of twitter feed
بواسطة: Chakraborty, Pranjal, وآخرون
منشور في: (2017)

An effective machine learning approach for sentiment analysis of restaurant reviews
بواسطة: Karim, Rabita
منشور في: (2018)

An advanced hospital rating system using machine learning and natural language processing
بواسطة: Tamjid, Ali Asgar, وآخرون
منشور في: (2023)

A machine learning approach to predict movie box-office success
بواسطة: Quader, Nahid, وآخرون
منشور في: (2018)

Analyzing users’ sentiment towards video games based on reviews from microblog
بواسطة: Roy, Abhijeet, وآخرون
منشور في: (2018)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
بواسطة: Shourin, Bushra, وآخرون
منشور في: (2018)

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments
بواسطة: Rahman, Shaomi, وآخرون
منشور في: (2018)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
بواسطة: Rabbi, Md. Nafis
منشور في: (2024)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
بواسطة: Islam, Shadman, وآخرون
منشور في: (2020)

Performing sentiment analysis in Bangla microblog posts
بواسطة: Chowdhury, Shaika, وآخرون
منشور في: (2017)

Analysis on the effects of wallstreetbets on the stock market
بواسطة: Hossain, Abir, وآخرون
منشور في: (2022)

Optimizing restaurant recommendations through sentiment analysis
بواسطة: Juha, Tasnia, وآخرون
منشور في: (2024)

Microblog sentiment analysis for rating TV shows
بواسطة: Abdullah, Ashik
منشور في: (2017)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
بواسطة: Shruti, Abanti Chakraborty
منشور في: (2024)

A transformer based approach to detect the sentiment of drivers in ride sharing platforms
بواسطة: Chakraborty, Sovon
منشور في: (2024)

Social media trend analysis to predict the success of products using deep learning technique
بواسطة: Khan, Farden Ehsan, وآخرون
منشور في: (2023)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
بواسطة: Karim, Shabab, وآخرون
منشور في: (2018)

Text classification with an efficient preprocessing technique for cross-language and multilingual data
بواسطة: Khan, Towhid, وآخرون
منشور في: (2023)

A voice signal based gender prediction model using random forest classifier
بواسطة: Ahmed, Saif, وآخرون
منشور في: (2018)

Heart disease prediction system
بواسطة: Amit, Tayab Al Azad, وآخرون
منشور في: (2022)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
بواسطة: Kafi, Abdullahil, وآخرون
منشور في: (2018)

Product rating generation based on public opinion using sentiment analysis
بواسطة: Rabbi, Reshan Ahmed, وآخرون
منشور في: (2018)

Sentiment analysis on Bangladesh airlines review data using machine learning
بواسطة: Hasib, Khan Md.
منشور في: (2022)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
بواسطة: Symum, Md Abdullah Al, وآخرون
منشور في: (2023)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
بواسطة: Hossain, Md. Ishan Arefin, وآخرون
منشور في: (2018)

Sentimental analysis on political speeches
بواسطة: Atiq, Asif, وآخرون
منشور في: (2022)

A framework for sentiment analysis: a data-driven approach
بواسطة: Islam, Md. Jahedul, وآخرون
منشور في: (2021)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
بواسطة: Ghose, Swattic, وآخرون
منشور في: (2023)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
بواسطة: Farabe, Abdullah Al, وآخرون
منشور في: (2021)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
بواسطة: Maliha, Miftahul Zannat, وآخرون
منشور في: (2023)

Prediction of bipolar disorder from mental episodes using machine learning approach
بواسطة: Tasmeem, Sumaiya, وآخرون
منشور في: (2023)

Sentiment analysis of customer reviews on food ordering portals of Bangladesh using natural language processing
بواسطة: Deb, Priom, وآخرون
منشور في: (2024)

Share market forecasting with LSTM neural network and sentimental trend prediction
بواسطة: Rony, Ismail Hossain, وآخرون
منشور في: (2020)

Sentiment classification on Bengali food and restaurant reviews
بواسطة: Hossain, Abid, وآخرون
منشور في: (2024)

Supervising vehicle using pattern recognition
بواسطة: Lushan, Mihodi Hasan, وآخرون
منشور في: (2018)

Sentiment analysis in Bengali Text using NLP
بواسطة: Sarkar, Ankon, وآخرون
منشور في: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
بواسطة: Rahee, Arnob, وآخرون
منشور في: (2021)