Short-term stock trends prediction based on sentiment analysis and machine learning

Sentiment analysis of stock markets using a novel dimensional valence–arousal approach

(2021) Jheng-Long Wu et al.   Soft Computing

A novel hybrid model based on recurrent neural networks for stock market timing

(2020) Yue Qiu et al.   SOFT COMPUTING

Time series data analysis of stock price movement using machine learning techniques

(2020) Irfan Ramzan Parray et al.   SOFT COMPUTING

Predicting stock market trends using machine learning algorithms via public sentiment and political situation analysis

(2019) Wasiat Khan et al.   SOFT COMPUTING

Special issue on “Extensions to type-1 fuzzy logic: theory, algorithms and applications”

(2019) Oscar Castillo et al.   SOFT COMPUTING

Forecasting Stock Market Movement Direction Using Sentiment Analysis and Support Vector Machine

(2018) Rui Ren et al.   IEEE Systems Journal

Don’t believe strangers: Online consumer reviews and the role of social psychological distance

(2018) Blanca Hernández-Ortega   INFORMATION & MANAGEMENT

Deep Learning Approach for Short-Term Stock Trends Prediction based on Two-stream Gated Recurrent Unit Network

(2018) L. Minh Dang et al.   IEEE Access

Analyzing Social Roles Based on a Hierarchical Model and Data Mining for Collective Decision-Making Support

(2017) Bo Wu et al.   IEEE Systems Journal

Recognizing emotions in text using ensemble of classifiers

(2016) Isidoros Perikos et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Enhancement of stock market forecasting using an improved fundamental analysis-based approach

(2016) Yuh-Jen Chen et al.   SOFT COMPUTING

A strength-biased prediction model for forecasting exchange rates using support vector machines and genetic algorithms

(2016) Mustafa Onur Özorhan et al.   SOFT COMPUTING

Exploring mutual information-based sentimental analysis with kernel-based extreme learning machine for stock prediction

(2016) Feng Wang et al.   SOFT COMPUTING

Sentiment analysis on social media for stock movement prediction

(2015) Thien Hai Nguyen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey on opinion mining and sentiment analysis: Tasks, approaches and applications

(2015) Kumar Ravi et al.   KNOWLEDGE-BASED SYSTEMS

News impact on stock price return via sentiment analysis

(2014) Xiaodong Li et al.   KNOWLEDGE-BASED SYSTEMS

Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange

(2010) Yakup Kara et al.   EXPERT SYSTEMS WITH APPLICATIONS