DocumentCode :
2186063
Title :
Traders´ Behavior Effect on Stock Price Evolution
Author :
Tirea, Monica
Author_Institution :
Comput. Sci. Dept., West Univ. of Timisoara, Timisoara, Romania
fYear :
2013
fDate :
23-26 Sept. 2013
Firstpage :
273
Lastpage :
280
Abstract :
Traders behavior can influence the evolution of thestock price movement due to their ability to use the information of some internal and external factors to place an order on the market. The goal of this paper is to create an expert system that simulates the behavior and the reaction of informed and noise traders in order to better understand the effect of the traders and how we can minimize the effect of noise traders on the market.We proposed an expert system that uses rule based techniques in order to describe the behavior of informed and noise traders to any kind of news, historical data and the external information.The system makes a correlation between the traders behavioron a given moment and the information that is known at thatparticular moment. It also describes the type of traders and how they usually act on the market. It is important to know that a trader can learn on the market and can change their status and their behavior. We developed a prototype in order to simulate the movement and evolution of traders behavior on the market and also to classify and quantify the effect of traders behavior on the stock price movement.
Keywords :
pricing; stock markets; expert system; noise traders; rule based techniques; stock price evolution; traders behavior; Companies; Expert systems; Investment; Noise; Portfolios; Psychology; Behavior Finance; Expert Systems; Informed Traders; Noisy Traders; Sentiment Analysis; Stock Price Movement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2013 15th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
978-1-4799-3035-7
Type :
conf
DOI :
10.1109/SYNASC.2013.43
Filename :
6821160
Link To Document :
بازگشت