Title :
Supporting Financial Decision Making by an Intelligent Agent Estimating Greed and Risk
Author :
Bosse, Tibor ; Siddiqui, Ghazanfar F. ; Treur, Jan
Author_Institution :
Dept. of Artificial Intell., Vrije Univ. Amsterdam, Amsterdam, Netherlands
fDate :
Aug. 31 2010-Sept. 3 2010
Abstract :
In the area of financial decision making it is more and more acknowledged that psychological states and characteristics play an important role, for example feeling insecure in relation to financial risks, and being greedy in relation to opportunities to obtain serious gains. This paper presents an agent model of human decision making behaviour in economic situations, incorporating a human´s greed state and personality characteristic concerning risk. The model provides a basis for the development of personalised intelligent agents that support a person in financial decisions. To evaluate the model a number of simulation experiments have been performed, which illustrate the model´s ability to show behaviour of different types of personalities.
Keywords :
decision making; electronic commerce; financial data processing; multi-agent systems; psychology; risk analysis; economic situations; financial decision making; financial risks; greed estimation; human decision making behaviour; human greed state; intelligent agent; psychological states; risk estimation; Adaptation model; Biological system modeling; Decision making; Economics; Humans; Investments; Mathematical model; financial decision making; psychology; support agents;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-8482-9
Electronic_ISBN :
978-0-7695-4191-4
DOI :
10.1109/WI-IAT.2010.233