Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Rahman, Shaomi, Hemel, Jonayed Nafis, Anta, Syed Junayed Ahmed, Al Muhee, Hossain
Rannpháirtithe:	Uddin, Jia
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	BRAC University 2018
Ábhair:	Bitcoin Price fluctuations User sentiments Sentiment analysis R programmimg language
Rochtain ar líne:	http://hdl.handle.net/10361/10163

Míreanna comhchosúla

Analyzing users’ sentiment towards video games based on reviews from microblog
de réir: Roy, Abhijeet, et al.
Foilsithe / Cruthaithe: (2018)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
de réir: Rabbi, Md. Nafis
Foilsithe / Cruthaithe: (2024)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
de réir: Maliha, Miftahul Zannat, et al.
Foilsithe / Cruthaithe: (2023)

Microblog sentiment analysis for rating TV shows
de réir: Abdullah, Ashik
Foilsithe / Cruthaithe: (2017)

Sentiment analysis on mobile operators’ customer review
de réir: Hossain, Mohammed Mohibul, et al.
Foilsithe / Cruthaithe: (2020)

Sentiment analysis for Bengali newspaper headlines
de réir: Hossain, Mohammad Samman, et al.
Foilsithe / Cruthaithe: (2017)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
de réir: Islam, Shadman, et al.
Foilsithe / Cruthaithe: (2020)

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

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)

Amazon product reviews sentiment analysis using supervised learning algorithms
de réir: Hawladar, Mohibullah, et al.
Foilsithe / Cruthaithe: (2021)

Sentimental analysis on political speeches
de réir: Atiq, Asif, et al.
Foilsithe / Cruthaithe: (2022)

Performing sentiment analysis in Bangla microblog posts
de réir: Chowdhury, Shaika, et al.
Foilsithe / Cruthaithe: (2017)

Product rating generation based on public opinion using sentiment analysis
de réir: Rabbi, Reshan Ahmed, et al.
Foilsithe / Cruthaithe: (2018)

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

Optimizing restaurant recommendations through sentiment analysis
de réir: Juha, Tasnia, et al.
Foilsithe / Cruthaithe: (2024)

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

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

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

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
de réir: Shourin, Bushra, et al.
Foilsithe / Cruthaithe: (2018)

Aspect-based sentiment analysis using SemEval and Amazon datasets
de réir: Hasib, Tamanna, et al.
Foilsithe / Cruthaithe: (2018)

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

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

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

Sentiment classification on Bengali food and restaurant reviews
de réir: Hossain, Abid, et al.
Foilsithe / Cruthaithe: (2024)

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

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

Bang-lish sentiment classification using deep learning
de réir: Saleheen, Abrar, 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)

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

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

Social media sentiment study on COVID-19 outbreak
de réir: Karmaker, Anik, et al.
Foilsithe / Cruthaithe: (2021)

Sentiment analysis of customer reviews on food ordering portals of Bangladesh using natural language processing
de réir: Deb, Priom, et al.
Foilsithe / Cruthaithe: (2024)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
de réir: Shruti, Abanti Chakraborty
Foilsithe / Cruthaithe: (2024)

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

Fluctuating nonlinear oscillators

Inflation Dynamics in Advanced Economies : A Decomposition into Cyclical and Non-Cyclical Factors /
de réir: Lian, Weicheng
Foilsithe / Cruthaithe: (2022)

Sentiments
de réir: Matimba

Drift in Producer Price Indexes for the Former Soviet Union (FSU) Countries /
de réir: Zieschang, Kimberly
Foilsithe / Cruthaithe: (1994)

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

Sentimental Opera
de réir: Stefano Castelvecchi
Foilsithe / Cruthaithe: (2013)