Social media trend analysis to predict the success of products using deep learning technique

Social media trend analysis to predict the success of products using deep learning technique

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Khan, Farden Ehsan, Ruhan, Ahmed Mahir, Shamsuddin, Rifat
Awduron Eraill:	Ashraf, Faisal Bin
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Social media Trend analysis Deep learning Sentiment analysis KNN Text mining MLP RoBERTa Random forest BART Decision Tree DistilBERT Social media > Economic aspects Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/21814

Eitemau Tebyg

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

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

Predicting stock market movement using sentiment analysis of twitter feed
gan: Chakraborty, Pranjal, et al.
Cyhoeddwyd: (2017)

References validation in scholarly articles using RoBERTa
gan: Nasib, Abdullah Umar
Cyhoeddwyd: (2023)

Heart disease prediction system
gan: Amit, Tayab Al Azad, et al.
Cyhoeddwyd: (2022)

An advanced hospital rating system using machine learning and natural language processing
gan: Tamjid, Ali Asgar, et al.
Cyhoeddwyd: (2023)

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

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
gan: Farabe, Abdullah Al, et al.
Cyhoeddwyd: (2021)

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

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

A counseling system to predict the study path for freshmen
gan: Usha, Rowshni Tasneem, et al.
Cyhoeddwyd: (2019)

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

A feature selection approach to determine obesity using machine learning method
gan: Antor, Shahidul Alam, et al.
Cyhoeddwyd: (2021)

Predicting COVID-19 disease outcome and post-recovery conditions using machine learning
gan: Sajid, Abul Kasem, et al.
Cyhoeddwyd: (2021)

Cyberbullying Detection using Machine Learning from Social Media comments in Bangla Language
gan: Tuhin, Saikat Halder, 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)

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

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
gan: Bhattacharjee, Ruposri, et al.
Cyhoeddwyd: (2024)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
gan: Rahee, Arnob, et al.
Cyhoeddwyd: (2021)

Analyzing the security of e-Health data based on a hybrid federated learning model
gan: Shafin, Md. Mehtabul Islam, et al.
Cyhoeddwyd: (2023)

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

Predicting brain age from EEG signals using machine learning and neural network
gan: Pratanu, Abul Mushfique Muslah, et al.
Cyhoeddwyd: (2023)

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

Analysis on the effects of wallstreetbets on the stock market
gan: Hossain, Abir, et al.
Cyhoeddwyd: (2022)

Text classification using machine learning algorithms
gan: Hasnat, Fahim, et al.
Cyhoeddwyd: (2018)

Social media terraforming media landscape
gan: Zayed, Abdullah
Cyhoeddwyd: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
gan: Alam, Auninda, et al.
Cyhoeddwyd: (2021)

Hate speech detection using machine learning techniques
gan: Manzoor, Tahbib, et al.
Cyhoeddwyd: (2024)

An analytic framework on food trend of Dhaka city using social media reviews and real time data set
gan: Alif, Redwanul Alam
Cyhoeddwyd: (2017)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
gan: Mahmud, Mahmudul Hasan
Cyhoeddwyd: (2021)

Flood prediction using machine learning models
gan: Syeed, Miah Mohammad Asif, et al.
Cyhoeddwyd: (2022)

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)

Cryptocurrency price prediction using Social Media Data Mining and Epidemic Modeling
gan: Safa, Bushra, et al.
Cyhoeddwyd: (2023)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
gan: Tasnim, Anika, et al.
Cyhoeddwyd: (2022)

Parking data analysis
gan: Ahamed, Kasfi, et al.
Cyhoeddwyd: (2023)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
gan: Mahmud, Shakib Izaz, et al.
Cyhoeddwyd: (2022)

Prediction of bipolar disorder from mental episodes using machine learning approach
gan: Tasmeem, Sumaiya, et al.
Cyhoeddwyd: (2023)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
gan: Mahmud, Booshra Nazifa, et al.
Cyhoeddwyd: (2019)

Heart disease prediction using techniques of classification in machine learning
gan: Afrose, Sadia, et al.
Cyhoeddwyd: (2021)