4 ms·
"SenseNews has invented a new curve, what they call 'News Effect' curve. They have devised a mechanism to relate the breaking news and social media blurbs to th
by gnosis 16y ago
"SenseNews has invented a new curve, what they call 'News Effect' curve. They have devised a mechanism to relate the breaking news and social media blurbs to the stock price impact... It is a new indicator for stock and bonds.
It computes value and position of a stock based on, the breaking news and social media blurbs."
This might be the first commercial service based on such an analysis, but it's hardly new. See, for instance:
Financial Analysis Using News Data:
http://www2.cs.sunysb.edu/~wbzhang/papers/RPE_final.pdf http://www2.cs.sunysb.edu/~wbzhang/papers/RPE_final.pdf
Trading strategies to exploit news sentiment:
http://ftp.cs.sunysb.edu/~wbzhang/papers/stock.pdf http://ftp.cs.sunysb.edu/~wbzhang/papers/stock.pdf
Text Mining Systems for Predicting Market Response to News:
http://www.iadis.net/dl/final_uploads/200708C025.pdf http://www.iadis.net/dl/final_uploads/200708C025.pdf
Newscats: A news categorization and trading system
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4053143 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4053143
Trading Strategies To Exploit Blog and News Sentiment
http://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/download/1529/1904 http://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/downlo...
SOPS: Stock Prediction Using Web Sentiment
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.114.3669&rep=rep1&type=pdf http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.114...
News and Trading Rules
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.72.4530&rep=rep1&type=ps http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.72....
Modelling the Stock Market using Twitter
http://homepages.inf.ed.ac.uk/miles/msc-projects/wolfram.pdf http://homepages.inf.ed.ac.uk/miles/msc-projects/wolfram.pdf
etc, etc, etc.. the research papers in this field just go on and on and on.
Everything from mainstream news, to blogs, to stock message boards, and even stock-themed spam has been analyzed and used to devise trading rules and predict market conditions.