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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Rahman, Shaomi, Hemel, Jonayed Nafis, Anta, Syed Junayed Ahmed, Al Muhee, Hossain
Άλλοι συγγραφείς:	Uddin, Jia
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2018
Θέματα:	Bitcoin Price fluctuations User sentiments Sentiment analysis R programmimg language
Διαθέσιμο Online:	http://hdl.handle.net/10361/10163

Παρόμοια τεκμήρια

Analyzing users’ sentiment towards video games based on reviews from microblog
ανά: Roy, Abhijeet, κ.ά.
Έκδοση: (2018)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
ανά: Rabbi, Md. Nafis
Έκδοση: (2024)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
ανά: Maliha, Miftahul Zannat, κ.ά.
Έκδοση: (2023)

Microblog sentiment analysis for rating TV shows
ανά: Abdullah, Ashik
Έκδοση: (2017)

Sentiment analysis on mobile operators’ customer review
ανά: Hossain, Mohammed Mohibul, κ.ά.
Έκδοση: (2020)

Sentiment analysis for Bengali newspaper headlines
ανά: Hossain, Mohammad Samman, κ.ά.
Έκδοση: (2017)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
ανά: Islam, Shadman, κ.ά.
Έκδοση: (2020)

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

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
ανά: Ghose, Swattic, κ.ά.
Έκδοση: (2023)

Amazon product reviews sentiment analysis using supervised learning algorithms
ανά: Hawladar, Mohibullah, κ.ά.
Έκδοση: (2021)

Sentimental analysis on political speeches
ανά: Atiq, Asif, κ.ά.
Έκδοση: (2022)

Performing sentiment analysis in Bangla microblog posts
ανά: Chowdhury, Shaika, κ.ά.
Έκδοση: (2017)

Product rating generation based on public opinion using sentiment analysis
ανά: Rabbi, Reshan Ahmed, κ.ά.
Έκδοση: (2018)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
ανά: Kafi, Abdullahil, κ.ά.
Έκδοση: (2018)

Optimizing restaurant recommendations through sentiment analysis
ανά: Juha, Tasnia, κ.ά.
Έκδοση: (2024)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
ανά: Hossain, Md. Ishan Arefin, κ.ά.
Έκδοση: (2018)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
ανά: Symum, Md Abdullah Al, κ.ά.
Έκδοση: (2023)

An effective machine learning approach for sentiment analysis of restaurant reviews
ανά: Karim, Rabita
Έκδοση: (2018)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
ανά: Shourin, Bushra, κ.ά.
Έκδοση: (2018)

Aspect-based sentiment analysis using SemEval and Amazon datasets
ανά: Hasib, Tamanna, κ.ά.
Έκδοση: (2018)

A sustainable Bitcoin architecture
ανά: Monem, Maruf
Έκδοση: (2022)

A framework for sentiment analysis: a data-driven approach
ανά: Islam, Md. Jahedul, κ.ά.
Έκδοση: (2021)

Human sentiment analysis using natural language processing
ανά: Shamya, Md. Shamiul Haque Khan, κ.ά.
Έκδοση: (2024)

Sentiment classification on Bengali food and restaurant reviews
ανά: Hossain, Abid, κ.ά.
Έκδοση: (2024)

Sentiment analysis in Bengali Text using NLP
ανά: Sarkar, Ankon, κ.ά.
Έκδοση: (2023)

Predicting stock market movement using sentiment analysis of twitter feed
ανά: Chakraborty, Pranjal, κ.ά.
Έκδοση: (2017)

Bang-lish sentiment classification using deep learning
ανά: Saleheen, Abrar, κ.ά.
Έκδοση: (2023)

Share market forecasting with LSTM neural network and sentimental trend prediction
ανά: Rony, Ismail Hossain, κ.ά.
Έκδοση: (2020)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
ανά: Uddin, S. M. Rageeb Noor, κ.ά.
Έκδοση: (2022)

Sentiment analysis on Bangladesh airlines review data using machine learning
ανά: Hasib, Khan Md.
Έκδοση: (2022)

Social media sentiment study on COVID-19 outbreak
ανά: Karmaker, Anik, κ.ά.
Έκδοση: (2021)

Sentiment analysis of customer reviews on food ordering portals of Bangladesh using natural language processing
ανά: Deb, Priom, κ.ά.
Έκδοση: (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
ανά: Shruti, Abanti Chakraborty
Έκδοση: (2024)

Bitcoin price forecasting based on historical data
ανά: Roy, Shaily, κ.ά.
Έκδοση: (2018)

Fluctuating nonlinear oscillators

Inflation Dynamics in Advanced Economies : A Decomposition into Cyclical and Non-Cyclical Factors /
ανά: Lian, Weicheng
Έκδοση: (2022)

Sentiments
ανά: Matimba

Drift in Producer Price Indexes for the Former Soviet Union (FSU) Countries /
ανά: Zieschang, Kimberly
Έκδοση: (1994)

A machine learning approach to predict movie box-office success
ανά: Quader, Nahid, κ.ά.
Έκδοση: (2018)

Sentimental Opera
ανά: Stefano Castelvecchi
Έκδοση: (2013)