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.

Manylion Llyfryddiaeth
Prif Awduron:	Symum, Md Abdullah Al, Sheemu, Subarna Yeasmin, Asif, Abu Saleh Md., Islam, Konika
Awduron Eraill:	Shakil, Arif
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Natural language processing Customer feedback Textual data analysis Sentimental analysis Transformer Sentiment lexicons Word embeddings Machine learning Natural language processing (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/21980

Eitemau Tebyg

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A multimodal approach of sentiment analysis to predict customer emotions towards a product
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Optimizing restaurant recommendations through sentiment analysis
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Sentiment analysis of customer reviews on food ordering portals of Bangladesh using natural language processing
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Microblog sentiment analysis for rating TV shows
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Sentiment classification on Bengali food and restaurant reviews
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Detecting sarcasm in Bengali comments using NLP
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Aspect-based sentiment analysis using SemEval and Amazon datasets
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Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
gan: Shourin, Bushra, et al.
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Analyzing users’ sentiment towards video games based on reviews from microblog
gan: Roy, Abhijeet, et al.
Cyhoeddwyd: (2018)

Sentiment analysis for Bengali newspaper headlines
gan: Hossain, Mohammad Samman, et al.
Cyhoeddwyd: (2017)

Comparative study of toxic comments classification using machine learning algorithms
gan: Razzak, Razia, et al.
Cyhoeddwyd: (2021)

Social media sentiment study on COVID-19 outbreak
gan: Karmaker, Anik, et al.
Cyhoeddwyd: (2021)

BWN- A software platform for developing Bengali wordnet
gan: Khan, Mumit, et al.
Cyhoeddwyd: (2010)

Research report on Bengla tagged lexicon
gan: Hayder, Kamrul, et al.
Cyhoeddwyd: (2010)

Amazon product reviews sentiment analysis using supervised learning algorithms
gan: Hawladar, Mohibullah, et al.
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Product rating generation based on public opinion using sentiment analysis
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Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
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A rule based approach for implementation of bangla to english translation
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Cyhoeddwyd: (2017)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
gan: Kafi, Abdullahil, et al.
Cyhoeddwyd: (2018)

Virtual teaching assistant for undergraduate students using natural language processing & deep learning
gan: Sakib, Sadman Jashim, et al.
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Research report on Bengla lexicon
gan: Hayder, Kamrul
Cyhoeddwyd: (2010)

Screencast feedback versus textual feedback in L2 writing: an experimental study on IELTS writing task 2 responses in the Bangladeshi context
gan: Neon, Muhaiminul Islam
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Market demand analysis using NLP in Bangla language
gan: Hossain, Md Sabbir, et al.
Cyhoeddwyd: (2022)

Sentimental analysis on political speeches
gan: Atiq, Asif, et al.
Cyhoeddwyd: (2022)

Performing sentiment analysis in Bangla microblog posts
gan: Chowdhury, Shaika, et al.
Cyhoeddwyd: (2017)

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

A framework for sentiment analysis: a data-driven approach
gan: Islam, Md. Jahedul, et al.
Cyhoeddwyd: (2021)

TikNep: content analysis of Nepali TikTok users using natural language processing
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Cyhoeddwyd: (2024)

Share market forecasting with LSTM neural network and sentimental trend prediction
gan: Rony, Ismail Hossain, et al.
Cyhoeddwyd: (2020)

Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
gan: Joaa, A.F.M. Mohimenul
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A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
gan: Maliha, Miftahul Zannat, et al.
Cyhoeddwyd: (2023)

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

Bang-lish sentiment classification using deep learning
gan: Saleheen, Abrar, et al.
Cyhoeddwyd: (2023)

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