An integrated approach: fake review detection using convBERT-BiLSTM classification

An integrated approach: fake review detection using convBERT-BiLSTM classification

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Opis bibliograficzny
Główni autorzy:	Mahmud, Md. Anas, Hasan, Alina, Mahbub, Tajrian, Rafi, Navid Hasan, Faiaz, Rushayed Ali
Kolejni autorzy:	Rahman, Md. Khalilur
Format:	Praca dyplomowa
Język:	English
Wydane:	Brac University 2024
Hasła przedmiotowe:	Natural language processing Fake review detection Neural networks BERT ConvBERT BiLSTM Natural language processing (Computer science) Deep learning (Machine learning)
Dostęp online:	http://hdl.handle.net/10361/22855

Podobne zapisy

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
od: Anan, Ramisa, i wsp.
Wydane: (2023)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
od: Fahim, Kaji Mehedi Hasan, i wsp.
Wydane: (2024)

Hybrid recommendation system of intelligent captioning using deep learning networks
od: Wasi, Ahamed Al, i wsp.
Wydane: (2024)

Multimodal fake news detection using text and image
od: Biswas, Trisha, i wsp.
Wydane: (2024)

Sentiment analysis in Bengali Text using NLP
od: Sarkar, Ankon, i wsp.
Wydane: (2023)

Smart companion agent for mental well-being through Deep Learning and NLP
od: Khan, Rafiur, i wsp.
Wydane: (2021)

Quality assessment of extracted information from newspaper comment sections using natural language processing
od: Deb, Arnob, i wsp.
Wydane: (2024)

Sentiment classification on Bengali food and restaurant reviews
od: Hossain, Abid, i wsp.
Wydane: (2024)

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

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

Recognizing sentimental emotions in text by using Machine Learning
od: Bushra, Tabassum Khan, i wsp.
Wydane: (2023)

Research on the latest trends in Bangla named entity recognition
od: Farhan, Niloy, i wsp.
Wydane: (2023)

Automation requirements engineering using machine learning
od: Abid, Md.Mehedy Hasan, i wsp.
Wydane: (2022)

A study on the efficacy of natural language generation techniques for similar writing personalities
od: Anwar, Ahmed, i wsp.
Wydane: (2024)

A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
od: Nahar, Fatiha Binte Kamrun, i wsp.
Wydane: (2023)

Optimizing restaurant recommendations through sentiment analysis
od: Juha, Tasnia, i wsp.
Wydane: (2024)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
od: Mahtab, Motahar, i wsp.
Wydane: (2022)

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
od: Rodela, Raisa Rahman, i wsp.
Wydane: (2024)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
od: Promita, Samanta Tabassum, i wsp.
Wydane: (2022)

Predicting suicidal intent from social media text post using machine learning
od: Chowdhury, Md. Mubin Ul Islam, i wsp.
Wydane: (2023)

A hybrid rumor detection model derived from a comparative study of supervised approaches
od: Aothoi, Mehzabin Sadat, i wsp.
Wydane: (2023)

Getting started with Google BERT : build and train state-of-the-art natural language processing models using BERT /
od: Ravichandiran, Sudharsan
Wydane: (2021)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
od: Toufique, S.M, i wsp.
Wydane: (2024)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
od: Reza, Jamil Ur, i wsp.
Wydane: (2023)

Social media trend analysis to predict the success of products using deep learning technique
od: Khan, Farden Ehsan, i wsp.
Wydane: (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
od: Shruti, Abanti Chakraborty
Wydane: (2024)

An advanced hospital rating system using machine learning and natural language processing
od: Tamjid, Ali Asgar, i wsp.
Wydane: (2023)

Novel approach to detect hate speech and profanity on online platforms
od: Pritha, Barha Meherun, i wsp.
Wydane: (2022)

Transfer learning for natural language processing /
od: Azunre, Paul
Wydane: (2021)

Identifying hate speech of Bangla language text using natural language processing
od: Rahman, Mushfiqur, i wsp.
Wydane: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
od: Ahmed, Kazi sabab, i wsp.
Wydane: (2022)

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
od: Sraboni, Tasnuba, i wsp.
Wydane: (2021)

Automated image caption generator in Bangla using multimodal learning
od: Rodoshi, Mashiat Hasin, i wsp.
Wydane: (2023)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
od: Rafat, Md. Tasbi, i wsp.
Wydane: (2023)

NLP-based AI robot for intelligent interaction
od: Dastagir, Golam, i wsp.
Wydane: (2024)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
od: Tanvir, Farhan, i wsp.
Wydane: (2024)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
od: Ahmed, Yasin, i wsp.
Wydane: (2018)

Detection of fake identities on twitter using supervised machine learning
od: Rahman, MD. Takiur, i wsp.
Wydane: (2019)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
od: Islam, Md. Nazmul, i wsp.
Wydane: (2024)

Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness
od: Sabit, Ahmed Bin, i wsp.
Wydane: (2021)