• DocumentCode
    3078818
  • Title

    Integrate Artificial Intelligence Techniques into Financial Investment Information System

  • Author

    Zhu, Xiaotian ; Wang, Jiwei ; Sun, Qian

  • Author_Institution
    Singapore Manage. Univ., Singapore
  • Volume
    5
  • fYear
    2006
  • fDate
    8-11 Oct. 2006
  • Firstpage
    4067
  • Lastpage
    4072
  • Abstract
    With the globalization and integration of world financial markets, the success in information system has become a critical issue for financial investment institutes. Information system support has started to encompass the whole range of operational and decision-making activities in investment and financial industry. In this study, we take the challenge by integrating artificial intelligent techniques into the framework of the financial management information system. Specifically, we address the effectiveness of neural networks based trading strategy decision support system and discuss how it could be integrated into the information system to improve uncovering accurate trading signals and maximize trading profits. Our results shed light on the potential value of neural networks in financial management information system, by discovering patterns and trading signals in noisy and dynamic financial data and by integrating with other decision support systems in making a more optimized trading strategy.
  • Keywords
    artificial intelligence; decision making; decision support systems; financial management; globalisation; investment; neural nets; artificial intelligence integration technique; decision support systems; decision-making activities; financial industry; financial investment information system; financial management information system; globalization; neural networks; trading strategy; world financial markets; Artificial intelligence; Artificial neural networks; Decision making; Decision support systems; Financial management; Globalization; Information systems; Investments; Management information systems; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    1-4244-0099-6
  • Electronic_ISBN
    1-4244-0100-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2006.384770
  • Filename
    4274535