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In this paper we describe NewsCATS (News Categorization and Trading System), a system implemented to predict stock price trends for the time immediately after the publication of press mentation of a system called NewsCATS (News Categorization and Trading System), which auto-matically analyzes and categorizes press releases

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NewsCATS: A News Categorization and Trading System Abstract: NewsCATS is an automated text categorization (ATC) prototype using a hand-made thesaurus to forecast intraday stock price trends from information contained in press releases.

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TEXT MINING SYSTEMS FOR PREDICTING MARKET RESPONSE TO NEWS

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The numbers of news articles in each category were counted and depending on where the most news articles were assigned to, the prototype triggered for the corresponding index a buy recom- mendation, a short recommendation, or advised to do nothing.

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@INPROCEEDINGS{, author = M. Mittermayer and G. F. Knolmayer, booktitle = Sixth International Conference on Data Mining (ICDM'06)(ICDM), title = {NewsCATS: A News

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Market surveillance systems (MSSs) are increasingly used to monitor trading activities in financial markets to maintain market integrity. Existing MSSs primarily focus on statistical analysis of market activity data and largely ignore textual market information, including, but not limited to, news reports and various social media. As suggested by both theoretical explorations in finance and

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Correlation between the Economy News and Stock Market in Turkey: 10.4018/ijbir.2013100101: Depending on the market strength and structure, it is a known fact that there is a correlation between the stock market values and the content in newspapers.

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文章 . M. Mittermayer and G. F. Knolmayer, “NewsCATS: a news categorization and trading system,” in Proceedings of the 6th International Conference on Data Mining, pp. 1002–1007, December 2006.

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trading system conduct. They are confronting the issue of mining strategies to show the response of the share trading system to news articles and foresee their responses. Thusly, “NewsCATS: A News Categorization And Trading System,” Proceedings of the International Conference in Data

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To carry out the project objectives, existing in-house computer facilities .. Of these four, three were between 1.0 and 1.5 times S2--Stark,.

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