A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations

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

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Maliha, Miftahul Zannat, Trisha, Ananya Subhra, Tamzid Khan, Abu Mauze, Das, Prasoon, Shakil, Shuhanur Rahman
Rannpháirtithe:	Hossain, Muhammad Iqbal
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2023
Ábhair:	Crypto-currency Machine learning Bitcoin Sentiment analysis Prediction Stock Market Digital currency
Rochtain ar líne:	http://hdl.handle.net/10361/19233

Míreanna comhchosúla

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments
de réir: Rahman, Shaomi, et al.
Foilsithe / Cruthaithe: (2018)

Physical currency or crypto currency, which one will be better for our economy?
de réir: Rohan, Raian Kibria, et al.
Foilsithe / Cruthaithe: (2024)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
de réir: Zaman, Md. Sayeed Ibne, et al.
Foilsithe / Cruthaithe: (2022)

A framework for sentiment analysis: a data-driven approach
de réir: Islam, Md. Jahedul, et al.
Foilsithe / Cruthaithe: (2021)

A sustainable Bitcoin architecture
de réir: Monem, Maruf
Foilsithe / Cruthaithe: (2022)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
de réir: Khilji, Ishfaque Qamar, et al.
Foilsithe / Cruthaithe: (2021)

Cryptocurrency price prediction using Social Media Data Mining and Epidemic Modeling
de réir: Safa, Bushra, et al.
Foilsithe / Cruthaithe: (2023)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
de réir: Kafi, Abdullahil, et al.
Foilsithe / Cruthaithe: (2018)

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

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
de réir: Ghose, Swattic, et al.
Foilsithe / Cruthaithe: (2023)

Predicting stock market movement using sentiment analysis of twitter feed
de réir: Chakraborty, Pranjal, et al.
Foilsithe / Cruthaithe: (2017)

The unloved dollar standard
de réir: McKinnon, Ronald I.

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

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

An effective machine learning approach for sentiment analysis of restaurant reviews
de réir: Karim, Rabita
Foilsithe / Cruthaithe: (2018)

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

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

A machine learning approach to predict movie box-office success
de réir: Quader, Nahid, et al.
Foilsithe / Cruthaithe: (2018)

The social currency
de réir: Shuvo, Md. Khairuzzaman
Foilsithe / Cruthaithe: (2023)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
de réir: Karim, Shabab, et al.
Foilsithe / Cruthaithe: (2018)

Fund's Concepts of Convertibility.
Foilsithe / Cruthaithe: (1971)

Sentiment analysis in Bengali Text using NLP
de réir: Sarkar, Ankon, et al.
Foilsithe / Cruthaithe: (2023)

Blockchain based e-voting system with homomorphic encryption and threshold signature
de réir: Probor, Mushfique Nasir, et al.
Foilsithe / Cruthaithe: (2023)

Revolutionizing microfinance: a blockchain-driven decentralized finance (DeFi) model for collateral-free loans
de réir: Tasin, Md. Ishmam, et al.
Foilsithe / Cruthaithe: (2023)

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

Observing mega cities to grow from space and predicting its growth using machine learning techniques
de réir: Chakma, Mitesh, et al.
Foilsithe / Cruthaithe: (2018)

Heart disease prediction using machine learning algorithms
de réir: Ali, Musfiq, et al.
Foilsithe / Cruthaithe: (2019)

Floating Currencies, Gold, and SDR's : Some Recent Legal Developments.
Foilsithe / Cruthaithe: (1976)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
de réir: Symum, Md Abdullah Al, et al.
Foilsithe / Cruthaithe: (2023)

Share market forecasting with LSTM neural network and sentimental trend prediction
de réir: Rony, Ismail Hossain, et al.
Foilsithe / Cruthaithe: (2020)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
de réir: Alhossen, Md., et al.
Foilsithe / Cruthaithe: (2021)

Internationalization of the Renminbi: theory and evidence
de réir: Islam, M. Shahidul, et al.
Foilsithe / Cruthaithe: (2019)

Public vehicle ETA system using machine learning
de réir: Kabir, Md. Miraz, et al.
Foilsithe / Cruthaithe: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
de réir: Choudhury, Ahnaf Atef, et al.
Foilsithe / Cruthaithe: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
de réir: Hoque, Ehsanul, et al.
Foilsithe / Cruthaithe: (2021)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
de réir: Barua, Debalina
Foilsithe / Cruthaithe: (2023)

Bitcoin price forecasting based on historical data
de réir: Roy, Shaily, et al.
Foilsithe / Cruthaithe: (2018)

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

Alumni opportunities using machine learning
de réir: Siaum, Arshif Sharlimin, et al.
Foilsithe / Cruthaithe: (2019)

Machine learning as an indicator for breast cancer prediction
de réir: Shadman, Tahsin Mohammed, et al.
Foilsithe / Cruthaithe: (2019)