Integrating StockTwits with sentiment analysis for better prediction of stock price movement

No abstract is available for this paper.

• Publication year

  2018

• Venue

  2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)

• Publication date

  2018-03-03

• Fields of study

  Business, Computer Science

• Identifiers
  DOI 10.1109/ICOMET.2018.8346382
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Stock market one-day ahead movement prediction using disparate data sources

  2017cited by this paper
• Trade the tweet: Social media text mining and sparse matrix factorization for stock market prediction

  2016cited by this paper
• Stock Price Forecasting via Sentiment Analysis on Twitter

  2016cited by this paper
• Improvement methods for stock market prediction using financial news articles

  2016cited by this paper
• Stock trend prediction relying on text mining and sentiment analysis with tweets

  2014cited by this paper
• Predictive Sentiment Analysis of Tweets: A Stock Market Application

  2013cited by this paper
• THE RANDOM CHARACTER OF STOCK MARKET PRICES : A STUDY OF INDIAN STOCK EXCHANGE

  2013cited by this paper
• Analyzing Stock Market Movements Using Twitter Sentiment Analysis

  2012cited by this paper
• Widespread Worry and the Stock Market

  2010cited by this paper
• Twitter mood predicts the stock market

  2010cited by this paper
• Investor Sentiment and the Cross-Section of Stock Returns

  2006cited by this paper
• The Adjustment of Stock Prices to New Information

  1969cited by this paper
• Random Walks in Stock Market Prices

  1965cited by this paper
• The Behavior of Stock-Market Prices

  1965cited by this paper

• AI-empowered financial stock: A survey

  2026cites this paper
• A Comprehensive Survey on Enhancing Stock Market Predictions through Machine Learning and NLP-Based Sentiment Analysis Integration

  2025cites this paper
• IntPort: An Intelligent Portfolio Construction Technique Based on Financial Forecasting by Statistical Average Method

  2025cites this paper
• Boosting Stock Predictions with Sentiment Analysis and Deep Learning Models

  2025cites this paper
• Influence of social sustainable development goals sentiment on listed companies

  2025cites this paper
• Financial forecasting from social media data using decision tree and compare prediction accuracy with support vector machine

  2025cites this paper
• Analysis of Stock Market Prediction Through the Application of Machine Learning Techniques

  2025cites this paper
• A novel sentiment correlation-based method with dual transformer model for stock price prediction

  2025cites this paper
• Sentiment Analysis in Financial Markets: Using NLP to Predict Stock Price from News and Social Media Data

  2025cites this paper
• Stock Market Prediction Using Lstm and Bert

  2025cites this paper
• A Statistical Analysis of the Relationship Between Meme Stocks and Social Media

  2025cites this paper
• Enhancing Stock Market Forecasts with Double Deep Q-Network in Volatile Stock Market Environments

  2024cites this paper
• Deep Learning for Stock Market Prediction Using Sentiment and Technical Analysis

  2024cites this paper
• Stock Price Prediction Using Sentiment and Technical Analysis

  2024cites this paper
• Machine Learning in Financial Markets: Analyzing Predictive Accuracy for Stock Prices

  2024cites this paper
• Deep Learning Approaches for Stock Price Prediction: A Comparative Study of LSTM, RNN, and GRU Models

  2024cites this paper
• Enhancing Financial Market Predictions: Causality-Driven Feature Selection

  2024cites this paper
• VADER SENTIMENT ANALYSIS ON TWITTER: PREDICTING PRICE TRENDS AND DAILY RETURNS IN INDIA’S STOCK MARKET

  2024cites this paper
• An Empirical Study of Financial BERT Models for Sentiment Analysis and Cryptocurrency Price Correlation

  2024cites this paper
• Financial risk prediction using decision tree with Twitter data and compare prediction accuracy with random forest

  2024cites this paper
• Training a Neural Network to Perform Sentiment Analysis of Stocks-Related Tweets

  2024cites this paper
• Prediction of Stock Price Time Series using Transformers

  2023cites this paper
• Time Serial-Driven Risk Assessment in Trade Finance: Leveraging Stock Market Trends with Machine Learning Models

  2023cites this paper
• Analyzing Public Sentiment Towards Islamic Finance Through Social Media: Using Sentiment Analysis on Twitter Data

  2023cites this paper
• A decision support system using signals from social media and news to predict cryptocurrency prices

  2023cites this paper
• Financial decision making with social media posts using decision tree and compare prediction accuracy with K-nearest neighbor

  2023cites this paper
• Stock-Crypto-App – Recommendation System for Stock and Cryptocurrency Market Using Cutting Edge Machine Learning Technology

  2023cites this paper
• Meta-Stock: Task-Difficulty-Adaptive Meta-learning for Sub-new Stock Price Prediction

  2023cites this paper
• Social Media, Market Sentiment and Meme Stocks

  2023cites this paper
• TM-vector: A Novel Forecasting Approach for Market stock movement with a Rich Representation of Twitter and Market data

  2023cites this paper
• Do financial performance indicators predict 10-K text sentiments? An application of artificial intelligence

  2022cites this paper
• HiSA-SMFM: Historical and Sentiment Analysis based Stock Market Forecasting Model

  2022cites this paper
• Predicting Stock Price using Data science technique

  2022cites this paper
• Effectiveness of Deep Learning Long Short-Term Memory Network for Stock Price Prediction on Graphics Processing Unit

  2022cites this paper
• Stock Market Prediction Using Microblogging Sentiment Analysis and Machine Learning

  2022cites this paper
• The Degree of Adoption of Business Intelligence in Romanian Companies—The Case of Sentiment Analysis as a Marketing Analytical Tool

  2022cites this paper
• Effect of public sentiment on stock market movement prediction during the COVID-19 outbreak

  2022cites this paper
• Supervised Machine Learning Method for Ontology-based Financial Decisions in the Stock Market

  2022cites this paper
• Algorithmic Trading and Short-term Forecast for Financial Time Series with Machine Learning Models; State of the Art and Perspectives

  2022cites this paper
• Comparison Stock Price Prediction between Arima, Multiple Linear Regression and Lstm Models by Adding Stock Sentiment Analysis and Usd/idr Fluctuation

  2022cites this paper
• Supervised Machine Learning Method for Ontology-based financial decisions in Stock Market

  2022cites this paper
• THE EFFECT OF SOCIAL MEDIA SENTIMENT ON DAILY STOCK RETURNS

  2021influential citation
• Artificial Intelligence Applied to Stock Market Trading: A Review

  2021cites this paper
• A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction

  2021cites this paper
• A dynamic predictor selection algorithm for predicting stock market movement

  2021cites this paper
• Do actions speak louder than words? Evidence from microblogs

  2021cites this paper
• A Stock Trend Forecast Algorithm Based on Deep Neural Networks

  2021cites this paper
• Improved tweet Sentiment Classification Using Convolution Neural Network and Random Forest

  2021cites this paper
• REVIEW OF STOCK PREDICTION USING MACHINE LEARNING TECHNIQUES

  2021cites this paper
• Stock Market Prediction using Sentiment Analysis

  2021cites this paper
• Stock Prediction by using NLP and Deep Learning Approach

  2021cites this paper
• A dual deep neural network with phrase structure and attention mechanism for sentiment analysis

  2021cites this paper
• Social Network Opinion Mining and Sentiment Analysis: Classification Approaches, Trends, Applications and Issues

  2021cites this paper
• Technology Intelligence Map: Finance Machine Learning

  2021cites this paper
• A New Strategy for Short-Term Stock Investment Using Bayesian Approach

  2021cites this paper
• Forecasting Stock Market Trends using Deep Learning on Financial and Textual Data

  2021cites this paper
• TFCMA-DRL: Tolerant Flexible Coordinated Multi-Agent Deep Reinforcement Learning for Prediction of Future Stock Price Trends from Multi-Source Data

  2021cites this paper
• Sentiment analysis of stock markets using a novel dimensional valence–arousal approach

  2021cites this paper
• Time Series for Forecasting Stock Market Prices Based on Sentiment Analysis of Social Media

  2021cites this paper
• LSTM based stock prediction using weighted and categorized financial news

  2020cites this paper
• Using Sentiment Analysis for Evaluating e-WOM

  2020cites this paper
• An Integrated Approach for Amazon Product Reviews Classification Using Sentiment Analysis

  2020cites this paper
• Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning on COVID-19 Related Tweets

  2020cites this paper
• Sentiment-Driven Price Prediction of the Bitcoin based on Statistical and Deep Learning Approaches

  2020cites this paper
• Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning - a Case Study on COVID-19

  2020cites this paper
• Stock Market Prediction using Machine Learning Techniques

  2020cites this paper
• A Long Short Term Memory and a Discrete Wavelet Transform to Predict the Stock Price

  2020cites this paper
• Stock Price Prediction Using BERT and Word2Vec Sentiment Analysis

  2020cites this paper
• Lexicon-based sentiment analysis for stock movement prediction

  2020cites this paper
• Predicting Stock Market Price Movement Using Sentiment Analysis: Evidence From Ghana

  2020cites this paper
• Exploring the Non-Medical impacts of Covid-19 using Natural Language Processing

  2020cites this paper
• An Enhanced Convolution Neural Network Based Approach for Classification of Sentiments

  2020cites this paper
• Predicting Trends of Stock Market Using SVM: A Big Data Analytics Approach

  2019cites this paper
• Stock Market Forecasting using Machine Learning: Today and Tomorrow

  2019influential citation
• Profit or Loss: A Long Short Term Memory based model for the Prediction of share price of DLF group in India

  2019influential citation
• Textual Analysis for Online Reviews: A Polymerization Topic Sentiment Model

  2019cites this paper
• Online Sales Prediction: An Analysis With Dependency SCOR-Topic Sentiment Model

  2019cites this paper
• The Prediction of Stock Market Movements Based on Sentiment Analysis of Twitter Data

  2019cites this paper
• An Ensemble Stock Predictor and Recommender System

  2018cites this paper
• How Does Artificial Intelligence Synergize to Make Investment Decisions? A Critical Analysis

  year unknowncites this paper