Sentiment analysis in Bengali Text using NLP

Sentiment analysis in Bengali Text using NLP

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:	Sarkar, Ankon, Sourav, Aishwarja Paul, Ahmed, Rezvi
Awduron Eraill:	Shakil, Mr. Arif
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Natural language processing Sentiment analysis Bangla text Machine learning Deep learning LSTM Transformers BERT Computational linguistics. Natural language processing (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/19148

Eitemau Tebyg

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

Sentiment classification on Bengali food and restaurant reviews
gan: Hossain, Abid, et al.
Cyhoeddwyd: (2024)

An integrated approach: fake review detection using convBERT-BiLSTM classification
gan: Mahmud, Md. Anas, et al.
Cyhoeddwyd: (2024)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
gan: Fahim, Kaji Mehedi Hasan, et al.
Cyhoeddwyd: (2024)

Optimizing restaurant recommendations through sentiment analysis
gan: Juha, Tasnia, et al.
Cyhoeddwyd: (2024)

Smart companion agent for mental well-being through Deep Learning and NLP
gan: Khan, Rafiur, et al.
Cyhoeddwyd: (2021)

Identifying hate speech of Bangla language text using natural language processing
gan: Rahman, Mushfiqur, et al.
Cyhoeddwyd: (2024)

Human sentiment analysis using natural language processing
gan: Shamya, Md. Shamiul Haque Khan, et al.
Cyhoeddwyd: (2024)

Recognizing sentimental emotions in text by using Machine Learning
gan: Bushra, Tabassum Khan, et al.
Cyhoeddwyd: (2023)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
gan: Shakil, Mahmudul Hasan
Cyhoeddwyd: (2023)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
gan: Symum, Md Abdullah Al, et al.
Cyhoeddwyd: (2023)

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

Sentiment analysis using Natural Language Processing (NLP) & deep learning
gan: Islam, Kazi Minhazul, et al.
Cyhoeddwyd: (2022)

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
gan: Rodela, Raisa Rahman, et al.
Cyhoeddwyd: (2024)

Multimodal fake news detection using text and image
gan: Biswas, Trisha, et al.
Cyhoeddwyd: (2024)

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
gan: Haque, Farah Binta, et al.
Cyhoeddwyd: (2024)

Automated image caption generator in Bangla using multimodal learning
gan: Rodoshi, Mashiat Hasin, et al.
Cyhoeddwyd: (2023)

A study on the efficacy of natural language generation techniques for similar writing personalities
gan: Anwar, Ahmed, et al.
Cyhoeddwyd: (2024)

Hybrid recommendation system of intelligent captioning using deep learning networks
gan: Wasi, Ahamed Al, et al.
Cyhoeddwyd: (2024)

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

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
gan: Islam, Md. Nazmul, et al.
Cyhoeddwyd: (2024)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
gan: Anan, Ramisa, et al.
Cyhoeddwyd: (2023)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
gan: Hossain, Md. Ishan Arefin, et al.
Cyhoeddwyd: (2018)

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

NLP-based AI robot for intelligent interaction
gan: Dastagir, Golam, et al.
Cyhoeddwyd: (2024)

A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
gan: Nahar, Fatiha Binte Kamrun, et al.
Cyhoeddwyd: (2023)

Automatic subtitle generation for Bengali multimedia using deep learning
gan: Rhythm, Ehsanur Rahman, et al.
Cyhoeddwyd: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Market demand analysis using NLP in Bangla language
gan: Hossain, Md Sabbir, et al.
Cyhoeddwyd: (2022)

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

Predicting suicidal intent from social media text post using machine learning
gan: Chowdhury, Md. Mubin Ul Islam, et al.
Cyhoeddwyd: (2023)

Rating detection by reviews using ML and NLP towards mobile phone recommendation
gan: Sarker, Md Wafi, et al.
Cyhoeddwyd: (2023)

Text classification with an efficient preprocessing technique for cross-language and multilingual data
gan: Khan, Towhid, et al.
Cyhoeddwyd: (2023)

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

Research on the latest trends in Bangla named entity recognition
gan: Farhan, Niloy, et al.
Cyhoeddwyd: (2023)

Getting started with deep learning for natural language processing : learn how to build NLP applications with deep learning /
gan: Patel, Sunil
Cyhoeddwyd: (2021)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
gan: Uddin, S. M. Rageeb Noor, et al.
Cyhoeddwyd: (2022)

Social media trend analysis to predict the success of products using deep learning technique
gan: Khan, Farden Ehsan, et al.
Cyhoeddwyd: (2023)

Deep convolutional GAN-based data augmentation for medical image classification
gan: Datta, Joy, et al.
Cyhoeddwyd: (2022)

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