• 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