Public Mood–Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management

Intelligent Asset Allocation via Market Sentiment Views

(2018) Frank Z. Xing et al.   IEEE Computational Intelligence Magazine

Sentiment Analysis Is a Big Suitcase

(2017) Erik Cambria et al.   IEEE INTELLIGENT SYSTEMS

Computational Intelligence and Financial Markets: A Survey and Future Directions

(2016) Rodolfo C. Cavalcante et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey of the applications of text mining in financial domain

(2016) B. Shravan Kumar et al.   KNOWLEDGE-BASED SYSTEMS

From Spin to Swindle: Identifying Falsification in Financial Text

(2016) Saliha Minhas et al.   Cognitive Computation

Detecting Causality in Non-stationary Time Series Using Partial Symbolic Transfer Entropy: Evidence in Financial Data

(2015) Angeliki Papana et al.   Computational Economics

Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

(2015) Jigar Patel et al.   EXPERT SYSTEMS WITH APPLICATIONS

Text mining for market prediction: A systematic review

(2014) Arman Khadjeh Nassirtoussi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Applying Artificial Neural Networks to prediction of stock price and improvement of the directional prediction index – Case study of PETR4, Petrobras, Brazil

(2013) Fagner A. de Oliveira et al.   EXPERT SYSTEMS WITH APPLICATIONS

Intention awareness: improving upon situation awareness in human-centric environments

(2013) Newton Howard et al.   Human-centric Computing and Information Sciences

Twitter mood predicts the stock market

(2011) Johan Bollen et al.   Journal of Computational Science

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

Textual analysis of stock market prediction using breaking financial news

(2009) Robert P. Schumaker et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Financial time series forecasting using independent component analysis and support vector regression

(2009) Chi-Jie Lu et al.   DECISION SUPPORT SYSTEMS