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- AZFinText abstract "Arizona Financial Text System (AZFinText) is a quantitative textual financial prediction system written by Robert P. Schumaker of Central Connecticut State University and Hsinchun Chen of the University of Arizona. This system differs from other quants because it uses financial text as one of its key means of predicting stock price movement. This reduces the information lag-time problem evident in many similar systems where new information must be transcribed (e.g., such as losing a costly court battle or having a product recall), before the quant can react appropriately. AZFinText overcomes these limitations by utilizing the terms used in financial news articles to predict future stock prices twenty minutes after the news article has been released. It is believed that certain article terms can move stocks more than others. Terms such as factory exploded or workers strike will have a depressing effect on stock prices whereas terms such as earnings rose will tend to increase stock prices. When a human trading expert sees certain terms, they will react in a somewhat predictable fashion. AZFinText capitalizes on the arbitrage opportunities that exist when investment experts over and under-react to certain news stories. By analyzing breaking financial news articles and focusing on specific parts of speech, portfolio selection, term weighting and even article sentiment, the AZFinText system becomes a powerful tool and is a radically different way of looking at stock market prediction.".
- AZFinText wikiPageExternalLink using-artificial-intelligence-to-digest-financial-news.
- AZFinText wikiPageExternalLink Quant-AI-Picks-Stocks-Better-Than-Humans.
- AZFinText wikiPageExternalLink 25308.
- AZFinText wikiPageID "27759167".
- AZFinText wikiPageLength "6600".
- AZFinText wikiPageOutDegree "15".
- AZFinText wikiPageRevisionID "599321274".
- AZFinText wikiPageWikiLink Category:Mathematical_finance.
- AZFinText wikiPageWikiLink Central_Connecticut_State_University.
- AZFinText wikiPageWikiLink General_Motors.
- AZFinText wikiPageWikiLink Global_Industry_Classification_Standard.
- AZFinText wikiPageWikiLink Hsinchun_Chen.
- AZFinText wikiPageWikiLink IBM.
- AZFinText wikiPageWikiLink Jim_Cramer.
- AZFinText wikiPageWikiLink MIT_Technology_Review.
- AZFinText wikiPageWikiLink Microsoft.
- AZFinText wikiPageWikiLink Robert_P._Schumaker.
- AZFinText wikiPageWikiLink Slashdot.
- AZFinText wikiPageWikiLink The_Motley_Fool.
- AZFinText wikiPageWikiLink The_Wall_Street_Journal.
- AZFinText wikiPageWikiLink University_of_Arizona.
- AZFinText wikiPageWikiLink WBIR-TV.
- AZFinText wikiPageWikiLinkText "AZFinText".
- AZFinText wikiPageUsesTemplate Template:Reflist.
- AZFinText subject Category:Mathematical_finance.
- AZFinText hypernym System.
- AZFinText type Field.
- AZFinText type Occupation.
- AZFinText comment "Arizona Financial Text System (AZFinText) is a quantitative textual financial prediction system written by Robert P. Schumaker of Central Connecticut State University and Hsinchun Chen of the University of Arizona. This system differs from other quants because it uses financial text as one of its key means of predicting stock price movement.".
- AZFinText label "AZFinText".
- AZFinText sameAs Q4655235.
- AZFinText sameAs m.0cc7rw7.
- AZFinText sameAs Q4655235.
- AZFinText wasDerivedFrom AZFinText?oldid=599321274.
- AZFinText isPrimaryTopicOf AZFinText.