AIS Electronic

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Stock Price Prediction by Deep Neural Generative Model of News Articles (2018, methodology): “, support vector machines (SVMs) [3], [4], [9], [10] and multilayer perceptrons (MLPs) [11]–[14].”
Empirical analysis: stock market prediction via extreme learning machine (2014, methodology): “Following many previous works [1, 10, 31, 32], we keep the relatively more representative words, such as adjectives, nouns and verbs etc.”
Empirical evaluation of an automated intraday stock recommendation system incorporating both market data and textual news (2014, methodology): “The BOW approach is a popular approach for representing textual data and has been employed in various related studies such as [20,23,32,41,42,49].”
A quantitative stock prediction system based on financial news (2009, methodology): “In a comparison study using these four representational techniques, it was found that Proper Noun representation was more effective in symbolizing financial news articles (Schumaker & Chen, 2006).”