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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Sarkar, Ankon, Sourav, Aishwarja Paul, Ahmed, Rezvi
Rannpháirtithe:	Shakil, Mr. Arif
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2023
Ábhair:	Natural language processing Sentiment analysis Bangla text Machine learning Deep learning LSTM Transformers BERT Computational linguistics. Natural language processing (Computer science)
Rochtain ar líne:	http://hdl.handle.net/10361/19148

Míreanna comhchosúla

Detecting sarcasm in Bengali comments using NLP
de réir: Chowdhury, Md. Jamiur Rahman
Foilsithe / Cruthaithe: (2024)

Sentiment classification on Bengali food and restaurant reviews
de réir: Hossain, Abid, et al.
Foilsithe / Cruthaithe: (2024)

An integrated approach: fake review detection using convBERT-BiLSTM classification
de réir: Mahmud, Md. Anas, et al.
Foilsithe / Cruthaithe: (2024)

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

Optimizing restaurant recommendations through sentiment analysis
de réir: Juha, Tasnia, et al.
Foilsithe / Cruthaithe: (2024)

Smart companion agent for mental well-being through Deep Learning and NLP
de réir: Khan, Rafiur, et al.
Foilsithe / Cruthaithe: (2021)

Identifying hate speech of Bangla language text using natural language processing
de réir: Rahman, Mushfiqur, et al.
Foilsithe / Cruthaithe: (2024)

Human sentiment analysis using natural language processing
de réir: Shamya, Md. Shamiul Haque Khan, et al.
Foilsithe / Cruthaithe: (2024)

Recognizing sentimental emotions in text by using Machine Learning
de réir: Bushra, Tabassum Khan, et al.
Foilsithe / Cruthaithe: (2023)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
de réir: Shakil, Mahmudul Hasan
Foilsithe / Cruthaithe: (2023)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
de réir: Symum, Md Abdullah Al, et al.
Foilsithe / Cruthaithe: (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
de réir: Shruti, Abanti Chakraborty
Foilsithe / Cruthaithe: (2024)

Sentiment analysis using Natural Language Processing (NLP) & deep learning
de réir: Islam, Kazi Minhazul, et al.
Foilsithe / Cruthaithe: (2022)

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
de réir: Rodela, Raisa Rahman, et al.
Foilsithe / Cruthaithe: (2024)

Multimodal fake news detection using text and image
de réir: Biswas, Trisha, et al.
Foilsithe / Cruthaithe: (2024)

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
de réir: Haque, Farah Binta, et al.
Foilsithe / Cruthaithe: (2024)

Automated image caption generator in Bangla using multimodal learning
de réir: Rodoshi, Mashiat Hasin, et al.
Foilsithe / Cruthaithe: (2023)

A study on the efficacy of natural language generation techniques for similar writing personalities
de réir: Anwar, Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Hybrid recommendation system of intelligent captioning using deep learning networks
de réir: Wasi, Ahamed Al, et al.
Foilsithe / Cruthaithe: (2024)

A transformer based approach to detect the sentiment of drivers in ride sharing platforms
de réir: Chakraborty, Sovon
Foilsithe / Cruthaithe: (2024)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
de réir: Islam, Md. Nazmul, et al.
Foilsithe / Cruthaithe: (2024)

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
de réir: Anan, Ramisa, et al.
Foilsithe / Cruthaithe: (2023)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
de réir: Hossain, Md. Ishan Arefin, et al.
Foilsithe / Cruthaithe: (2018)

Sentiment analysis on Bangladesh airlines review data using machine learning
de réir: Hasib, Khan Md.
Foilsithe / Cruthaithe: (2022)

NLP-based AI robot for intelligent interaction
de réir: Dastagir, Golam, et al.
Foilsithe / Cruthaithe: (2024)

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

Automatic subtitle generation for Bengali multimedia using deep learning
de réir: Rhythm, Ehsanur Rahman, et al.
Foilsithe / Cruthaithe: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
de réir: Toufique, S.M, et al.
Foilsithe / Cruthaithe: (2024)

Market demand analysis using NLP in Bangla language
de réir: Hossain, Md Sabbir, et al.
Foilsithe / Cruthaithe: (2022)

Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
de réir: Joaa, A.F.M. Mohimenul
Foilsithe / Cruthaithe: (2024)

Predicting suicidal intent from social media text post using machine learning
de réir: Chowdhury, Md. Mubin Ul Islam, et al.
Foilsithe / Cruthaithe: (2023)

Rating detection by reviews using ML and NLP towards mobile phone recommendation
de réir: Sarker, Md Wafi, et al.
Foilsithe / Cruthaithe: (2023)

Text classification with an efficient preprocessing technique for cross-language and multilingual data
de réir: Khan, Towhid, et al.
Foilsithe / Cruthaithe: (2023)

Bang-lish sentiment classification using deep learning
de réir: Saleheen, Abrar, et al.
Foilsithe / Cruthaithe: (2023)

Research on the latest trends in Bangla named entity recognition
de réir: Farhan, Niloy, et al.
Foilsithe / Cruthaithe: (2023)

Getting started with deep learning for natural language processing : learn how to build NLP applications with deep learning /
de réir: Patel, Sunil
Foilsithe / Cruthaithe: (2021)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
de réir: Uddin, S. M. Rageeb Noor, et al.
Foilsithe / Cruthaithe: (2022)

Social media trend analysis to predict the success of products using deep learning technique
de réir: Khan, Farden Ehsan, et al.
Foilsithe / Cruthaithe: (2023)

Deep convolutional GAN-based data augmentation for medical image classification
de réir: Datta, Joy, et al.
Foilsithe / Cruthaithe: (2022)

Social media sentiment study on COVID-19 outbreak
de réir: Karmaker, Anik, et al.
Foilsithe / Cruthaithe: (2021)