Realization of a news dissemination agent based on weighted association rules and text mining techniques

By Chenn-Jung Huang, Jia-Jian Liao, Dian-Xiu Yang, Tun-Yu Chang, Yun-Cheng Luo. 2010

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Decision support from financial disclosures with deep neural networks and transfer learning (2017, background): “The text source can come in various forms such as, e. g., headlines of news stories [19], the content of newspaper articles [20, 11, 21, 22, 23] or company-speciﬁc disclosures [24, 6].”
Text mining for market prediction: A systematic review (2014, methodology): “, 2003) is SVM light (Joachims, 1999). SVM Light is an implementation of an SVM learner which addresses the problem of large tasks (Joachims, 1999). The optimization algorithms used in SVM Light are described in Joachims (2002). Another commonly used implementation of SVM is LIBSVM (Chang & Lin, 201”
A survey of the applications of text mining in financial domain (2016, background): “To assist the investors in deciding to buy and sell stocks based on financial news headline Huang et al. (2010) proposed a model.”