Sentimental analysis of customer product Reviews to understand customer needs using machine learning

Sentimental analysis of customer product Reviews to understand customer needs using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Symum, Md Abdullah Al, Sheemu, Subarna Yeasmin, Asif, Abu Saleh Md., Islam, Konika
Άλλοι συγγραφείς:	Shakil, Arif
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	Natural language processing Customer feedback Textual data analysis Sentimental analysis Transformer Sentiment lexicons Word embeddings Machine learning Natural language processing (Computer science)
Διαθέσιμο Online:	http://hdl.handle.net/10361/21980

Παρόμοια τεκμήρια

Sentiment analysis on mobile operators’ customer review
ανά: Hossain, Mohammed Mohibul, κ.ά.
Έκδοση: (2020)

Human sentiment analysis using natural language processing
ανά: Shamya, Md. Shamiul Haque Khan, κ.ά.
Έκδοση: (2024)

Sentiment analysis in Bengali Text using NLP
ανά: Sarkar, Ankon, κ.ά.
Έκδοση: (2023)

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments
ανά: Rahman, Shaomi, κ.ά.
Έκδοση: (2018)

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

A multimodal approach of sentiment analysis to predict customer emotions towards a product
ανά: Islam, Shadman, κ.ά.
Έκδοση: (2020)

Optimizing restaurant recommendations through sentiment analysis
ανά: Juha, Tasnia, κ.ά.
Έκδοση: (2024)

Sentiment analysis of customer reviews on food ordering portals of Bangladesh using natural language processing
ανά: Deb, Priom, κ.ά.
Έκδοση: (2024)

Microblog sentiment analysis for rating TV shows
ανά: Abdullah, Ashik
Έκδοση: (2017)

Sentiment classification on Bengali food and restaurant reviews
ανά: Hossain, Abid, κ.ά.
Έκδοση: (2024)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
ανά: Hossain, Md. Ishan Arefin, κ.ά.
Έκδοση: (2018)

Detecting sarcasm in Bengali comments using NLP
ανά: Chowdhury, Md. Jamiur Rahman
Έκδοση: (2024)

Aspect-based sentiment analysis using SemEval and Amazon datasets
ανά: Hasib, Tamanna, κ.ά.
Έκδοση: (2018)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
ανά: Shourin, Bushra, κ.ά.
Έκδοση: (2018)

Analyzing users’ sentiment towards video games based on reviews from microblog
ανά: Roy, Abhijeet, κ.ά.
Έκδοση: (2018)

Sentiment analysis for Bengali newspaper headlines
ανά: Hossain, Mohammad Samman, κ.ά.
Έκδοση: (2017)

Comparative study of toxic comments classification using machine learning algorithms
ανά: Razzak, Razia, κ.ά.
Έκδοση: (2021)

Social media sentiment study on COVID-19 outbreak
ανά: Karmaker, Anik, κ.ά.
Έκδοση: (2021)

BWN- A software platform for developing Bengali wordnet
ανά: Khan, Mumit, κ.ά.
Έκδοση: (2010)

Research report on Bengla tagged lexicon
ανά: Hayder, Kamrul, κ.ά.
Έκδοση: (2010)

Amazon product reviews sentiment analysis using supervised learning algorithms
ανά: Hawladar, Mohibullah, κ.ά.
Έκδοση: (2021)

Product rating generation based on public opinion using sentiment analysis
ανά: Rabbi, Reshan Ahmed, κ.ά.
Έκδοση: (2018)

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

A rule based approach for implementation of bangla to english translation
ανά: Rahman, Md. Khalilur, κ.ά.
Έκδοση: (2017)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
ανά: Kafi, Abdullahil, κ.ά.
Έκδοση: (2018)

Virtual teaching assistant for undergraduate students using natural language processing & deep learning
ανά: Sakib, Sadman Jashim, κ.ά.
Έκδοση: (2023)

Research report on Bengla lexicon
ανά: Hayder, Kamrul
Έκδοση: (2010)

Screencast feedback versus textual feedback in L2 writing: an experimental study on IELTS writing task 2 responses in the Bangladeshi context
ανά: Neon, Muhaiminul Islam
Έκδοση: (2023)

Market demand analysis using NLP in Bangla language
ανά: Hossain, Md Sabbir, κ.ά.
Έκδοση: (2022)

Sentimental analysis on political speeches
ανά: Atiq, Asif, κ.ά.
Έκδοση: (2022)

Performing sentiment analysis in Bangla microblog posts
ανά: Chowdhury, Shaika, κ.ά.
Έκδοση: (2017)

An effective machine learning approach for sentiment analysis of restaurant reviews
ανά: Karim, Rabita
Έκδοση: (2018)

A framework for sentiment analysis: a data-driven approach
ανά: Islam, Md. Jahedul, κ.ά.
Έκδοση: (2021)

TikNep: content analysis of Nepali TikTok users using natural language processing
ανά: Dhakal, Aakar, κ.ά.
Έκδοση: (2024)

Share market forecasting with LSTM neural network and sentimental trend prediction
ανά: Rony, Ismail Hossain, κ.ά.
Έκδοση: (2020)

Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
ανά: Joaa, A.F.M. Mohimenul
Έκδοση: (2024)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
ανά: Maliha, Miftahul Zannat, κ.ά.
Έκδοση: (2023)

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

Bang-lish sentiment classification using deep learning
ανά: Saleheen, Abrar, κ.ά.
Έκδοση: (2023)

Sentiment analysis on Bangladesh airlines review data using machine learning
ανά: Hasib, Khan Md.
Έκδοση: (2022)