DocumentCode
2735242
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
Volume
3
fYear
2010
fDate
Aug. 31 2010-Sept. 3 2010
Firstpage
365
Lastpage
370
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/WI-IAT.2010.233
Filename
5614249
Link To Document