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In this work, we study the task of predicting the closing price of the following day of a stock, based on technical analysis, news articles and public opinions. The intuition of this study lies in the fact that technical analysis contains information about the event, but not the cause of the change, while data like news articles and public opinions may be interpreted as a cause. The paper uses ...

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Abstract. In this work we present SENTIWORDNET 3.0, a lexical resource explicitly devised for supporting sentiment classification and opinion mining applications. SENTIWORDNET 3.0 is …

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use of the term and, in addition, allows us to aggregate various data sources in a consistent way. 2.2. Measuring the Decline Our main source of data are the decadal U.S. Censuses of 1950 through 2000, available through the Integrated Public Use Microdata Series …

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