Share market forecasting with LSTM neural network and sentimental trend prediction

Share market forecasting with LSTM neural network and sentimental trend prediction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Rony, Ismail Hossain, Anik, Ahsan Ahmed, Asif, Abdullah Al, Muhammad, Sayeed
Awduron Eraill:	Mobin, Md.Iftekharul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2020
Pynciau:	Stock market Long short term memory networks Sentiment analysis Prediction Forecasting Future trend Computer algorithms Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/13778

Eitemau Tebyg

Conversion of Bengali speech to text using long short-term memory(LSTM)
gan: Chowdhury, Mohammad Fahim, et al.
Cyhoeddwyd: (2021)

LSTM based content prediction for edge caching using federated learning approach
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Cyhoeddwyd: (2021)

Forecasting market movement in Dhaka Stock Exchange: LSTM vs. ARIMA
gan: Chakraborty, Pranjal
Cyhoeddwyd: (2019)

An android application to predict human activity using a deep learning LSTM model
gan: Sikder, Debabrata
Cyhoeddwyd: (2024)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
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Cyhoeddwyd: (2022)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
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Cyhoeddwyd: (2019)

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
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Cyhoeddwyd: (2022)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
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Cyhoeddwyd: (2023)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
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Cyhoeddwyd: (2022)

Predicting temperature of major cities using machine learning and deep learning
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Cyhoeddwyd: (2024)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
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Cyhoeddwyd: (2024)

The influence of neuromarketing: machine learning based empirical analysis
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Cyhoeddwyd: (2024)

Predicting stock market movement using sentiment analysis of twitter feed
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Cyhoeddwyd: (2017)

Economic crisis prediction due to pandemic outbreak using machine learning
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Cyhoeddwyd: (2021)

Malware Detection Using Neural Network
gan: Kayum, Syed Irfan, et al.
Cyhoeddwyd: (2021)

Economic crisis prediction due to pandemic outbreak using machine learning
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Cyhoeddwyd: (2021)

Options, futures & other derivatives /
gan: Hull, John, 1946-
Cyhoeddwyd: (2009)

Options, futures, and other derivatives /
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Cyhoeddwyd: (2013)

Environmental monitoring with the help of Internet of Things (loT) and machine learning
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Cyhoeddwyd: (2021)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
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Cyhoeddwyd: (2020)

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments
gan: Rahman, Shaomi, et al.
Cyhoeddwyd: (2018)

Stock price prediction
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Cyhoeddwyd: (2023)

The future of human resource management and career development
gan: Maha, Hamim Hasin
Cyhoeddwyd: (2020)

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

RED-LSTM: Real time emotion detection using LSTM
gan: Labiba, Mansura Rahman, et al.
Cyhoeddwyd: (2023)

Microblog sentiment analysis for rating TV shows
gan: Abdullah, Ashik
Cyhoeddwyd: (2017)

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

Cooperative game theory based load balancing in long term evolution network
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Cyhoeddwyd: (2016)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
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Cyhoeddwyd: (2018)

An in depth analysis of neural network with application in finance
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Cyhoeddwyd: (2019)

Sentiment analysis on mobile operators’ customer review
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Cyhoeddwyd: (2020)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
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Cyhoeddwyd: (2022)

Forecasting stock market prices using advanced tools of machine learning
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Cyhoeddwyd: (2019)

IMF-Supported Programs in Capital Account Crises : Design and Experience /
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Cyhoeddwyd: (2002)

Revisiting the Determinants of Capital Flows to Emerging Markets : A Survey of the Evolving Literature /
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Cyhoeddwyd: (2018)

Quotas and Voice : A Possible Package of Reforms.
Cyhoeddwyd: (2006)

Quotas and Voice : Further Thoughts on Approaches to Reform.
Cyhoeddwyd: (2006)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
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Cyhoeddwyd: (2023)

Analysis of sales trend and forecast for commercial vehicles in Bangladesh market
gan: Zaman, Quazi Asif-Uz-
Cyhoeddwyd: (2017)

Effects of warranty on purchase decision of electronic products: an empirical research from the perspective of Bangladesh
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Cyhoeddwyd: (2016)