Predicting stock market trend from twitter feed and building a framework for Bangladesh

Predicting stock market trend from twitter feed and building a framework for Bangladesh

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:	Karim, Shabab, Abdullah, Tahmid, Tayaba, Umme
Άλλοι συγγραφείς:	Majumdar, Mahbub Alam
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2018
Θέματα:	Stock market Sentiment analysis Classi er Regression Machine learning Logistic regression Tweets
Διαθέσιμο Online:	http://hdl.handle.net/10361/10153

Παρόμοια τεκμήρια

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

Stock market prediction using ensemble learning
ανά: Rabbani, Rakin Bin, κ.ά.
Έκδοση: (2021)

A voice signal based gender prediction model using random forest classifier
ανά: Ahmed, Saif, κ.ά.
Έκδοση: (2018)

Forecasting stock market prices using advanced tools of machine learning
ανά: Anwar, Md. Tawhid, κ.ά.
Έκδοση: (2019)

Sensitiveness of stock market returns to macroeconomic determinants; an empirical study on the pharmaceutical industry of Dhaka Stock Exchange
ανά: Tasrin, Ibnat
Έκδοση: (2024)

Flood prediction using ensemble machine learning models
ανά: Rahman, Tanvir
Έκδοση: (2024)

A thesis on utilizing machine learning models to predict material hardship
ανά: Das, Tirtha
Έκδοση: (2024)

Nonparametric bootstrapping for multiple logistic regression model using R
ανά: Hossain, Ahmed, κ.ά.
Έκδοση: (2010)

Heart disease prediction system
ανά: Amit, Tayab Al Azad, κ.ά.
Έκδοση: (2022)

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)

Evaluating user influence in Twitter based on hashtags using data mining
ανά: Neha, Maheen Absar, κ.ά.
Έκδοση: (2018)

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

Applied regression : an introduction /
ανά: Lewis-Beck, Michael S.
Έκδοση: (1980)

Logistic regression : a self-learning text /
ανά: Kleinbaum, David G.
Έκδοση: (2002)

Prediction of bipolar disorder from mental episodes using machine learning approach
ανά: Tasmeem, Sumaiya, κ.ά.
Έκδοση: (2023)

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
ανά: Saquib, Muhammad Sadman, κ.ά.
Έκδοση: (2019)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
ανά: Imam, Saif
Έκδοση: (2021)

Early grade prediction using profile data
ανά: Iqbal, Sumaiya, κ.ά.
Έκδοση: (2021)

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

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

Detecting tweet sentiment and sarcasm on online learning during covid-19
ανά: Das, Shishir Kumar, κ.ά.
Έκδοση: (2024)

Heart disease prediction using techniques of classification in machine learning
ανά: Afrose, Sadia, κ.ά.
Έκδοση: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
ανά: Farabe, Abdullah Al, κ.ά.
Έκδοση: (2021)

Performance analysis of machine learning classi ers for detecting PE malware
ανά: Azmee, ABM.Adnan, κ.ά.
Έκδοση: (2020)

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

Mathematical modeling of health service utilization data using multiple logistic regression
ανά: Shrestha, Gauri, κ.ά.
Έκδοση: (2012)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
ανά: Alif, Omar Farhad, κ.ά.
Έκδοση: (2023)

Stock price prediction
ανά: Das, Kaushik, κ.ά.
Έκδοση: (2023)

Analysis on the effects of wallstreetbets on the stock market
ανά: Hossain, Abir, κ.ά.
Έκδοση: (2022)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
ανά: Boateng, Albert, κ.ά.
Έκδοση: (2024)

Performance analysis of machine learning algorithms in resume recommendation systems
ανά: Hasan, Ibteaz, κ.ά.
Έκδοση: (2018)

An advanced hospital rating system using machine learning and natural language processing
ανά: Tamjid, Ali Asgar, κ.ά.
Έκδοση: (2023)

Text classification with an efficient preprocessing technique for cross-language and multilingual data
ανά: Khan, Towhid, κ.ά.
Έκδοση: (2023)

Polycystic ovary syndrome detection using neural network.
ανά: Istiyaq, Tahsin, κ.ά.
Έκδοση: (2024)

Performance analysis of different machine learning approaches for single modal facial expression detection
ανά: Zinia, Surovi, κ.ά.
Έκδοση: (2018)

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
ανά: Shihab, Ibne Farabi, κ.ά.
Έκδοση: (2018)

Prediction of diabetes induced complications using different machine learning algorithms
ανά: Rahman, Tahsinur, κ.ά.
Έκδοση: (2018)

Flood prediction using machine learning models
ανά: Syeed, Miah Mohammad Asif, κ.ά.
Έκδοση: (2022)

Public vehicle ETA system using machine learning
ανά: Kabir, Md. Miraz, κ.ά.
Έκδοση: (2018)

Nonrecursive causal models /
ανά: Berry, William Dale
Έκδοση: (1984)