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[PDF File]SOPS: Stock Prediction using Web Sentiment
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SOPS: Stock Prediction using Web Sentiment Vivek Sehgal and Charles Song Department of Computer Science University of Maryland College Park, Maryland, USA {viveks, csfalcon}@cs.umd.edu Abstract Recently, the web has rapidly emerged as a great source of ﬁnancial information ranging from news articles to per-sonal opinions.
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[PDF File]Stock Chart Pattern recognition with Deep Learning
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analysis on data from Alphabet C stock from January 2017 to march 2018, with 1 minute intra-day data. After building the training set, we starts training the CNN then the LSTM. A Convolutional Neural Network is a feedforward net-work which reduces the input’s size by using convolutions. There has been some success with this technique already for
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[PDF File]CHANGING TIMES, CHANGING VALUES: A HISTORICAL ANALYSIS OF ...
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Changing Times, Changing Values: A Historical Analysis of Sectors within the US Stock Market 1872-2013 Oliver D. Bunny and Robert J. Shillerz WORKING PAPER May 2014 Abstract We construct a price, dividend, and earnings series for the Industrials sector, the Utilities sector, and the
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[PDF File]Stock Market Project - Amy Hissom
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$44,282 billion. I truly believe that Sony's stock could go up at any given time because of the need for its products. The best reason I have for wanting to invest in Microsoft is because I could not live without Microsoft. I use many of Microsoft's products for school, designing websites, and just running my computer.
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[PDF File]UNITED STATES DISTRICT COURT SOUTHERN DISTRICT OF NEW YORK ...
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robot's stock analysis earned returns of34% per week. 14. At the same time, the defendants used another website, equity promoter. com, to trumpet to stock promoters their ability to "rocket" the price and volume ofthinly traded penny stock issuers. 15. On the "About Us" section ofequity promoter. com, defendant Thomas
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A Statistical Analysis of the Predictive Power of Japanese ...
and websites for technical stock analysis. A daily Japanese Candlestick (Nison, Japanese Candlestick Charting Techniques, 2001) is formed by using 4 prices. These prices are the open, high, low and close for that particular day. The open and close prices determine the candle body, which is represented by a box. The high
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[PDF File]Exploiting Topic based Twitter Sentiment for Stock Prediction
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and stock market under a graph based view. Feldman et al. (2011) introduced a hybrid ap-proach for stock sentiment analysis based on companies’ news articles. 2.2 Aspect and Sentiment Models Topic modeling as a task of corpus exploration has attracted significant attention in recent years.
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Stock analysis websites