The paper presents an Intelligent DSS to cover the needs in stock portfolio management. The system introduced develops the three tools of portfolio management: Fundamental Analysis, Technical Analysis and Market Psychology. In addition, it is also led by the investor's profile in order to make a personalized investment decision. The system integrates multi-criteria analysis methods and AI technologies, in order to obtain an efficient system, better suited to the rapidly changing conjunctures of financial markets. It introduces to the potential investor a complete fully justified investment suggestion for portfolio management of the Athens Stock Exchange.
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