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.

書誌詳細
主要な著者:	Maliha, Miftahul Zannat, Trisha, Ananya Subhra, Tamzid Khan, Abu Mauze, Das, Prasoon, Shakil, Shuhanur Rahman
その他の著者:	Hossain, Muhammad Iqbal
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2023
主題:	Crypto-currency Machine learning Bitcoin Sentiment analysis Prediction Stock Market Digital currency
オンライン･アクセス:	http://hdl.handle.net/10361/19233

類似資料

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments
著者:: Rahman, Shaomi, 等
出版事項: (2018)

Physical currency or crypto currency, which one will be better for our economy?
著者:: Rohan, Raian Kibria, 等
出版事項: (2024)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
著者:: Zaman, Md. Sayeed Ibne, 等
出版事項: (2022)

A framework for sentiment analysis: a data-driven approach
著者:: Islam, Md. Jahedul, 等
出版事項: (2021)

A sustainable Bitcoin architecture
著者:: Monem, Maruf
出版事項: (2022)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
著者:: Khilji, Ishfaque Qamar, 等
出版事項: (2021)

Cryptocurrency price prediction using Social Media Data Mining and Epidemic Modeling
著者:: Safa, Bushra, 等
出版事項: (2023)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
著者:: Kafi, Abdullahil, 等
出版事項: (2018)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
著者:: Hossain, Md. Ishan Arefin, 等
出版事項: (2018)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
著者:: Ghose, Swattic, 等
出版事項: (2023)

Predicting stock market movement using sentiment analysis of twitter feed
著者:: Chakraborty, Pranjal, 等
出版事項: (2017)

The unloved dollar standard
著者:: McKinnon, Ronald I.

Sentiment analysis on Bangladesh airlines review data using machine learning
著者:: Hasib, Khan Md.
出版事項: (2022)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
著者:: Uddin, S. M. Rageeb Noor, 等
出版事項: (2022)

An effective machine learning approach for sentiment analysis of restaurant reviews
著者:: Karim, Rabita
出版事項: (2018)

Bang-lish sentiment classification using deep learning
著者:: Saleheen, Abrar, 等
出版事項: (2023)

A transformer based approach to detect the sentiment of drivers in ride sharing platforms
著者:: Chakraborty, Sovon
出版事項: (2024)

A machine learning approach to predict movie box-office success
著者:: Quader, Nahid, 等
出版事項: (2018)

The social currency
著者:: Shuvo, Md. Khairuzzaman
出版事項: (2023)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
著者:: Karim, Shabab, 等
出版事項: (2018)

Fund's Concepts of Convertibility.
出版事項: (1971)

Sentiment analysis in Bengali Text using NLP
著者:: Sarkar, Ankon, 等
出版事項: (2023)

Blockchain based e-voting system with homomorphic encryption and threshold signature
著者:: Probor, Mushfique Nasir, 等
出版事項: (2023)

Revolutionizing microfinance: a blockchain-driven decentralized finance (DeFi) model for collateral-free loans
著者:: Tasin, Md. Ishmam, 等
出版事項: (2023)

Human sentiment analysis using natural language processing
著者:: Shamya, Md. Shamiul Haque Khan, 等
出版事項: (2024)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
著者:: Chakma, Mitesh, 等
出版事項: (2018)

Heart disease prediction using machine learning algorithms
著者:: Ali, Musfiq, 等
出版事項: (2019)

Floating Currencies, Gold, and SDR's : Some Recent Legal Developments.
出版事項: (1976)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
著者:: Symum, Md Abdullah Al, 等
出版事項: (2023)

Share market forecasting with LSTM neural network and sentimental trend prediction
著者:: Rony, Ismail Hossain, 等
出版事項: (2020)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
著者:: Alhossen, Md., 等
出版事項: (2021)

Internationalization of the Renminbi: theory and evidence
著者:: Islam, M. Shahidul, 等
出版事項: (2019)

Public vehicle ETA system using machine learning
著者:: Kabir, Md. Miraz, 等
出版事項: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
著者:: Choudhury, Ahnaf Atef, 等
出版事項: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
著者:: Hoque, Ehsanul, 等
出版事項: (2021)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
著者:: Barua, Debalina
出版事項: (2023)

Bitcoin price forecasting based on historical data
著者:: Roy, Shaily, 等
出版事項: (2018)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
著者:: Toufique, S.M, 等
出版事項: (2024)

Alumni opportunities using machine learning
著者:: Siaum, Arshif Sharlimin, 等
出版事項: (2019)

Machine learning as an indicator for breast cancer prediction
著者:: Shadman, Tahsin Mohammed, 等
出版事項: (2019)