Detecting sarcasm in Bengali comments using NLP

Detecting sarcasm in Bengali comments using NLP

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

Manylion Llyfryddiaeth
Prif Awdur:	Chowdhury, Md. Jamiur Rahman
Awduron Eraill:	Shakil, Mr. Arif
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Natural language processing Sentiment analysis Machine learning Support vector machines Word2vec Bert Computational linguistics. Natural language processing (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/22082

Eitemau Tebyg

Sentiment analysis in Bengali Text using NLP
gan: Sarkar, Ankon, et al.
Cyhoeddwyd: (2023)

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

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

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

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

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

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

AVCL: Audio Video clustering for learning Conversation labeling using Neural Network and NLP
gan: Chowdhury, Salman Mostafiz, et al.
Cyhoeddwyd: (2022)

Quality assessment of extracted information from newspaper comment sections using natural language processing
gan: Deb, Arnob, et al.
Cyhoeddwyd: (2024)

A document vectorization approach to Resume Ranking System(RRS)
gan: Nabi, Norun
Cyhoeddwyd: (2023)

A machine learning approach to detect depression and anxiety using supervised learning
gan: Ullas, Md Tahmidur Rahman, et al.
Cyhoeddwyd: (2019)

Detecting tweet sentiment and sarcasm on online learning during covid-19
gan: Das, Shishir Kumar, et al.
Cyhoeddwyd: (2024)

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

Cyberbullying detection using sentiment analysis in social media
gan: Sintaha, Mifta, et al.
Cyhoeddwyd: (2016)

An introduction to support vector machines : and other kernel-based learning methods /
gan: Cristianini, Nello
Cyhoeddwyd: (2000)

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

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

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

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

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
gan: Amiz, Asef Hassan, et al.
Cyhoeddwyd: (2021)

Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
gan: Haider, Mofiz Mojib, et al.
Cyhoeddwyd: (2021)

Market demand analysis using NLP in Bangla language
gan: Hossain, Md Sabbir, 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)

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

Credit card fraud detection using machine learning techniques
gan: Kabir, Tasmia, et al.
Cyhoeddwyd: (2021)

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

Amazon product reviews sentiment analysis using supervised learning algorithms
gan: Hawladar, Mohibullah, et al.
Cyhoeddwyd: (2021)

A machine learning approach to predict movie box-office success
gan: Quader, Nahid, et al.
Cyhoeddwyd: (2018)

A hybrid rumor detection model derived from a comparative study of supervised approaches
gan: Aothoi, Mehzabin Sadat, et al.
Cyhoeddwyd: (2023)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
gan: Ahmed, Sajjad
Cyhoeddwyd: (2019)

Detection of mind wandering using EEG signals
gan: Tasika, Nadia Jebin, et al.
Cyhoeddwyd: (2020)

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)

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)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
gan: Ahmed, Md. Sabbir, et al.
Cyhoeddwyd: (2021)

Prediction of Epileptic Seizures using digital signal processing and support vector machine
gan: Siddique, Nusayer Masud, et al.
Cyhoeddwyd: (2021)

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)

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

Subjective question generation and answer evaluation using NLP
gan: Swapno, Ahmed Symum, et al.
Cyhoeddwyd: (2024)

Aspect-based sentiment analysis using SemEval and Amazon datasets
gan: Hasib, Tamanna, et al.
Cyhoeddwyd: (2018)

Computational analysis and detection of Bengali communal violent speech
gan: Khondoker, Abdullah, et al.
Cyhoeddwyd: (2024)