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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Rahman, Shaomi, Hemel, Jonayed Nafis, Anta, Syed Junayed Ahmed, Al Muhee, Hossain
अन्य लेखक:	Uddin, Jia
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	BRAC University 2018
विषय:	Bitcoin Price fluctuations User sentiments Sentiment analysis R programmimg language
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/10163

समान संसाधन

Analyzing users’ sentiment towards video games based on reviews from microblog
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प्रकाशित: (2018)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
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प्रकाशित: (2024)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
द्वारा: Maliha, Miftahul Zannat, और अन्य
प्रकाशित: (2023)

Microblog sentiment analysis for rating TV shows
द्वारा: Abdullah, Ashik
प्रकाशित: (2017)

Sentiment analysis on mobile operators’ customer review
द्वारा: Hossain, Mohammed Mohibul, और अन्य
प्रकाशित: (2020)

Sentiment analysis for Bengali newspaper headlines
द्वारा: Hossain, Mohammad Samman, और अन्य
प्रकाशित: (2017)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
द्वारा: Islam, Shadman, और अन्य
प्रकाशित: (2020)

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

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
द्वारा: Ghose, Swattic, और अन्य
प्रकाशित: (2023)

Amazon product reviews sentiment analysis using supervised learning algorithms
द्वारा: Hawladar, Mohibullah, और अन्य
प्रकाशित: (2021)

Sentimental analysis on political speeches
द्वारा: Atiq, Asif, और अन्य
प्रकाशित: (2022)

Performing sentiment analysis in Bangla microblog posts
द्वारा: Chowdhury, Shaika, और अन्य
प्रकाशित: (2017)

Product rating generation based on public opinion using sentiment analysis
द्वारा: Rabbi, Reshan Ahmed, और अन्य
प्रकाशित: (2018)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
द्वारा: Kafi, Abdullahil, और अन्य
प्रकाशित: (2018)

Optimizing restaurant recommendations through sentiment analysis
द्वारा: Juha, Tasnia, और अन्य
प्रकाशित: (2024)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
द्वारा: Hossain, Md. Ishan Arefin, और अन्य
प्रकाशित: (2018)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
द्वारा: Symum, Md Abdullah Al, और अन्य
प्रकाशित: (2023)

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

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
द्वारा: Shourin, Bushra, और अन्य
प्रकाशित: (2018)

Aspect-based sentiment analysis using SemEval and Amazon datasets
द्वारा: Hasib, Tamanna, और अन्य
प्रकाशित: (2018)

A sustainable Bitcoin architecture
द्वारा: Monem, Maruf
प्रकाशित: (2022)

A framework for sentiment analysis: a data-driven approach
द्वारा: Islam, Md. Jahedul, और अन्य
प्रकाशित: (2021)

Human sentiment analysis using natural language processing
द्वारा: Shamya, Md. Shamiul Haque Khan, और अन्य
प्रकाशित: (2024)

Sentiment classification on Bengali food and restaurant reviews
द्वारा: Hossain, Abid, और अन्य
प्रकाशित: (2024)

Sentiment analysis in Bengali Text using NLP
द्वारा: Sarkar, Ankon, और अन्य
प्रकाशित: (2023)

Predicting stock market movement using sentiment analysis of twitter feed
द्वारा: Chakraborty, Pranjal, और अन्य
प्रकाशित: (2017)

Bang-lish sentiment classification using deep learning
द्वारा: Saleheen, Abrar, और अन्य
प्रकाशित: (2023)

Share market forecasting with LSTM neural network and sentimental trend prediction
द्वारा: Rony, Ismail Hossain, और अन्य
प्रकाशित: (2020)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
द्वारा: Uddin, S. M. Rageeb Noor, और अन्य
प्रकाशित: (2022)

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

Social media sentiment study on COVID-19 outbreak
द्वारा: Karmaker, Anik, और अन्य
प्रकाशित: (2021)

Sentiment analysis of customer reviews on food ordering portals of Bangladesh using natural language processing
द्वारा: Deb, Priom, और अन्य
प्रकाशित: (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
द्वारा: Shruti, Abanti Chakraborty
प्रकाशित: (2024)

Bitcoin price forecasting based on historical data
द्वारा: Roy, Shaily, और अन्य
प्रकाशित: (2018)

Fluctuating nonlinear oscillators

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

Sentiments
द्वारा: Matimba

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

A machine learning approach to predict movie box-office success
द्वारा: Quader, Nahid, और अन्य
प्रकाशित: (2018)

Sentimental Opera
द्वारा: Stefano Castelvecchi
प्रकाशित: (2013)